Note
Go to the end to download the full example code.
Visualization of metrics during training of PyTorch-Lightning models¶
The current logic in nidl is to separate the implementation of the actual model (i.e. everything required to fit the model on data) from everything else, such as metrics computation and logging. This is usually performed to check the behavior of a model during training or validation but it is not essential for fitting.
This notebook will show you how to visualize some metrics (either given by
torchmetrics, scikit-learn or a custom function score) during the
training of a Pytorch Lightning model, using the
MetricsCallback callback.
Setup¶
This notebook requires some packages besides nidl. Let’s first start with importing our standard libraries below:
import os
import re
import matplotlib.pyplot as plt
import torch.nn.functional as func
from tensorboard.backend.event_processing import event_accumulator
from torch import concat, nn
from torch.optim import SGD
from torch.utils.data import DataLoader
from torchmetrics import Accuracy, F1Score, Precision, Recall
from torchvision import transforms
from torchvision.datasets import MNIST
from torchvision.utils import make_grid
from nidl.callbacks import MetricsCallback
from nidl.estimators import BaseEstimator, ClassifierMixin
from nidl.estimators.ssl import SimCLR
from nidl.metrics.ssl import (
alignment_score,
contrastive_accuracy_score,
uniformity_score,
)
from nidl.transforms import MultiViewsTransform
We define some global parameters that will be used throughout the notebook:
data_dir = "/tmp/mnist"
batch_size = 128
num_workers = 10
latent_size = 32
Classification metrics in supervised learning¶
For illustration purposes on how to use the metrics callback, we will focus
on the popular MNIST dataset. It contains 60k training images and
10k test images of size 28x28 pixels. Each image contains a digit from 0 to
9. We will train a simple classification model on these data and log standard
classification metrics (accuracy, F1-score, precision, recall) to understand
how the MetricsCallback works.
We start by loading the MNIST dataset dataset with standard scaling transforms.
scale_transforms = transforms.Compose(
[transforms.ToTensor(), transforms.Normalize((0.5,), (0.5,))]
)
train_xy_dataset = MNIST(data_dir, download=True, transform=scale_transforms)
test_xy_dataset = MNIST(
data_dir, download=True, train=False, transform=scale_transforms
)
Then, we create the data loaders for training and testing the models.
train_xy_loader = DataLoader(
train_xy_dataset,
batch_size=batch_size,
shuffle=True,
drop_last=False,
pin_memory=True,
num_workers=num_workers,
)
test_xy_loader = DataLoader(
test_xy_dataset,
batch_size=batch_size,
shuffle=False,
drop_last=False,
num_workers=num_workers,
)
/opt/hostedtoolcache/Python/3.12.12/x64/lib/python3.12/site-packages/torch/utils/data/dataloader.py:626: UserWarning: This DataLoader will create 10 worker processes in total. Our suggested max number of worker in current system is 4, which is smaller than what this DataLoader is going to create. Please be aware that excessive worker creation might get DataLoader running slow or even freeze, lower the worker number to avoid potential slowness/freeze if necessary.
warnings.warn(
Before starting training classifiers, let’s visualize some examples of the dataset.
def show_images(images, title=None, nrow=8):
grid = make_grid(images, nrow=nrow, normalize=True, pad_value=1)
plt.figure(figsize=(10, 5))
plt.imshow(grid.permute(1, 2, 0).cpu())
if title:
plt.title(title)
plt.axis("off")
plt.show()
images, labels = next(iter(test_xy_loader))
fig, axes = plt.subplots(1, 3, figsize=(6, 4))
for i in range(3):
axes[i].imshow(images[i][0].cpu(), cmap="gray")
axes[i].set_title(f"Label={labels[i].item()}")
axes[i].axis("off")
plt.tight_layout()
plt.show()

Supervised training with metrics callback¶
Since MNIST images are small, we can use a simple LeNet-like architecture as encoder, with few parameters. The output dimension of the encoder is set to 32, which is approximately 30 times smaller that the input, but larger than the number of input classes (10).
class LeNet(nn.Module):
def __init__(self, num_classes=10):
super().__init__()
self.latent_size = num_classes
self.conv1 = nn.Conv2d(1, 6, kernel_size=5, stride=1, padding=2)
self.pool1 = nn.AvgPool2d(2, 2)
self.conv2 = nn.Conv2d(6, 16, kernel_size=5)
self.pool2 = nn.AvgPool2d(2, 2)
self.fc1 = nn.Linear(16 * 5 * 5, 120)
self.fc2 = nn.Linear(120, 84)
self.fc3 = nn.Linear(84, num_classes)
def forward(self, x):
x = func.relu(self.conv1(x))
x = self.pool1(x)
x = func.relu(self.conv2(x))
x = self.pool2(x)
x = x.view(x.size(0), -1)
x = func.relu(self.fc1(x))
x = func.relu(self.fc2(x))
return self.fc3(x)
We can now fit a supervised model with cross-entopy loss (PL-compatible). We limit the training to 10 epochs for the sake of time and because it is enough for checking the evolution of the metrics across training.
class SupervisedCrossEntropy(ClassifierMixin, BaseEstimator):
"""Self-contained Pytorch-Lightning model.
Metrics are not computed here since it is not essential to model's
training.
"""
def __init__(
self,
backbone: nn.Module,
lr: float = 1e-2,
momentum: float = 0.9,
weight_decay: float = 5e-4,
**kwargs,
):
super().__init__(ignore=["callbacks", "backbone"], **kwargs)
self.backbone = backbone
self.lr = lr
self.momentum = momentum
self.weight_decay = weight_decay
def configure_optimizers(self):
optimizer = SGD(
self.parameters(),
lr=self.lr,
momentum=self.momentum,
weight_decay=self.weight_decay,
)
return [optimizer]
def forward(self, imgs):
return self.backbone(imgs)
def training_step(
self,
batch,
batch_idx: int,
dataloader_idx: int = 0,
):
imgs, labels = batch
preds = self.backbone(imgs)
loss = nn.functional.cross_entropy(preds, labels)
self.log("loss/train", loss, on_step=True)
return {
"loss": loss,
"preds": preds,
"target": labels,
}
def validation_step(
self,
batch,
batch_idx: int,
dataloader_idx: int = 0,
):
imgs, labels = batch
preds = self.backbone(imgs)
loss = nn.functional.cross_entropy(preds, labels)
self.log("loss/val", loss, on_epoch=True)
return {
"val_loss": loss,
"preds": preds,
"target": labels,
}
We create the metrics callback that will log the classification metrics during training every training step and every validation epoch (default):
Finally, we fit the model:
model = SupervisedCrossEntropy(
backbone=LeNet(),
lr=1e-2,
momentum=0.9,
max_epochs=10,
check_val_every_n_epoch=1,
enable_checkpointing=False,
callbacks=callback, # <-- key part for metrics computation
)
model.fit(train_xy_loader, test_xy_loader)
Sanity Checking: | | 0/? [00:00<?, ?it/s]
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Sanity Checking DataLoader 0: 50%|█████ | 1/2 [00:00<00:00, 15.19it/s]
Sanity Checking DataLoader 0: 100%|██████████| 2/2 [00:00<00:00, 27.19it/s]
/opt/hostedtoolcache/Python/3.12.12/x64/lib/python3.12/site-packages/torch/utils/data/dataloader.py:665: UserWarning: 'pin_memory' argument is set as true but no accelerator is found, then device pinned memory won't be used.
warnings.warn(warn_msg)
Training: | | 0/? [00:00<?, ?it/s]
Training: | | 0/? [00:00<?, ?it/s]
Epoch 0: 0%| | 0/469 [00:00<?, ?it/s]
Epoch 0: 0%| | 1/469 [00:00<01:29, 5.24it/s]
Epoch 0: 0%| | 1/469 [00:00<01:29, 5.22it/s, v_num=8, acc1/train=0.0859, f1/train=0.0859, precision/train=0.0859, recall/train=0.0859]
Epoch 0: 0%| | 2/469 [00:00<00:50, 9.23it/s, v_num=8, acc1/train=0.0859, f1/train=0.0859, precision/train=0.0859, recall/train=0.0859]
Epoch 0: 0%| | 2/469 [00:00<00:50, 9.16it/s, v_num=8, acc1/train=0.133, f1/train=0.133, precision/train=0.133, recall/train=0.133]
Epoch 0: 1%| | 3/469 [00:00<00:37, 12.50it/s, v_num=8, acc1/train=0.133, f1/train=0.133, precision/train=0.133, recall/train=0.133]
Epoch 0: 1%| | 3/469 [00:00<00:37, 12.47it/s, v_num=8, acc1/train=0.141, f1/train=0.141, precision/train=0.141, recall/train=0.141]
Epoch 0: 1%| | 4/469 [00:00<00:30, 15.12it/s, v_num=8, acc1/train=0.141, f1/train=0.141, precision/train=0.141, recall/train=0.141]
Epoch 0: 1%| | 4/469 [00:00<00:30, 15.03it/s, v_num=8, acc1/train=0.125, f1/train=0.125, precision/train=0.125, recall/train=0.125]
Epoch 0: 1%| | 5/469 [00:00<00:26, 17.37it/s, v_num=8, acc1/train=0.125, f1/train=0.125, precision/train=0.125, recall/train=0.125]
Epoch 0: 1%| | 5/469 [00:00<00:26, 17.35it/s, v_num=8, acc1/train=0.0859, f1/train=0.0859, precision/train=0.0859, recall/train=0.0859]
Epoch 0: 1%|▏ | 6/469 [00:00<00:24, 19.25it/s, v_num=8, acc1/train=0.0859, f1/train=0.0859, precision/train=0.0859, recall/train=0.0859]
Epoch 0: 1%|▏ | 6/469 [00:00<00:24, 19.21it/s, v_num=8, acc1/train=0.117, f1/train=0.117, precision/train=0.117, recall/train=0.117]
Epoch 0: 1%|▏ | 7/469 [00:00<00:22, 20.71it/s, v_num=8, acc1/train=0.117, f1/train=0.117, precision/train=0.117, recall/train=0.117]
Epoch 0: 1%|▏ | 7/469 [00:00<00:22, 20.68it/s, v_num=8, acc1/train=0.102, f1/train=0.102, precision/train=0.102, recall/train=0.102]
Epoch 0: 2%|▏ | 8/469 [00:00<00:20, 22.04it/s, v_num=8, acc1/train=0.102, f1/train=0.102, precision/train=0.102, recall/train=0.102]
Epoch 0: 2%|▏ | 8/469 [00:00<00:20, 22.01it/s, v_num=8, acc1/train=0.102, f1/train=0.102, precision/train=0.102, recall/train=0.102]
Epoch 0: 2%|▏ | 9/469 [00:00<00:19, 23.32it/s, v_num=8, acc1/train=0.102, f1/train=0.102, precision/train=0.102, recall/train=0.102]
Epoch 0: 2%|▏ | 9/469 [00:00<00:19, 23.29it/s, v_num=8, acc1/train=0.0703, f1/train=0.0703, precision/train=0.0703, recall/train=0.0703]
Epoch 0: 2%|▏ | 10/469 [00:00<00:18, 24.46it/s, v_num=8, acc1/train=0.0703, f1/train=0.0703, precision/train=0.0703, recall/train=0.0703]
Epoch 0: 2%|▏ | 10/469 [00:00<00:18, 24.43it/s, v_num=8, acc1/train=0.141, f1/train=0.141, precision/train=0.141, recall/train=0.141]
Epoch 0: 2%|▏ | 11/469 [00:00<00:18, 25.31it/s, v_num=8, acc1/train=0.141, f1/train=0.141, precision/train=0.141, recall/train=0.141]
Epoch 0: 2%|▏ | 11/469 [00:00<00:18, 25.28it/s, v_num=8, acc1/train=0.0859, f1/train=0.0859, precision/train=0.0859, recall/train=0.0859]
Epoch 0: 3%|▎ | 12/469 [00:00<00:17, 26.17it/s, v_num=8, acc1/train=0.0859, f1/train=0.0859, precision/train=0.0859, recall/train=0.0859]
Epoch 0: 3%|▎ | 12/469 [00:00<00:17, 26.14it/s, v_num=8, acc1/train=0.148, f1/train=0.148, precision/train=0.148, recall/train=0.148]
Epoch 0: 3%|▎ | 13/469 [00:00<00:16, 27.12it/s, v_num=8, acc1/train=0.148, f1/train=0.148, precision/train=0.148, recall/train=0.148]
Epoch 0: 3%|▎ | 13/469 [00:00<00:16, 27.10it/s, v_num=8, acc1/train=0.0938, f1/train=0.0938, precision/train=0.0938, recall/train=0.0938]
Epoch 0: 3%|▎ | 14/469 [00:00<00:16, 27.83it/s, v_num=8, acc1/train=0.0938, f1/train=0.0938, precision/train=0.0938, recall/train=0.0938]
Epoch 0: 3%|▎ | 14/469 [00:00<00:16, 27.80it/s, v_num=8, acc1/train=0.133, f1/train=0.133, precision/train=0.133, recall/train=0.133]
Epoch 0: 3%|▎ | 15/469 [00:00<00:15, 28.65it/s, v_num=8, acc1/train=0.133, f1/train=0.133, precision/train=0.133, recall/train=0.133]
Epoch 0: 3%|▎ | 15/469 [00:00<00:15, 28.63it/s, v_num=8, acc1/train=0.0859, f1/train=0.0859, precision/train=0.0859, recall/train=0.0859]
Epoch 0: 3%|▎ | 16/469 [00:00<00:15, 29.23it/s, v_num=8, acc1/train=0.0859, f1/train=0.0859, precision/train=0.0859, recall/train=0.0859]
Epoch 0: 3%|▎ | 16/469 [00:00<00:15, 29.20it/s, v_num=8, acc1/train=0.133, f1/train=0.133, precision/train=0.133, recall/train=0.133]
Epoch 0: 4%|▎ | 17/469 [00:00<00:15, 29.87it/s, v_num=8, acc1/train=0.133, f1/train=0.133, precision/train=0.133, recall/train=0.133]
Epoch 0: 4%|▎ | 17/469 [00:00<00:15, 29.85it/s, v_num=8, acc1/train=0.0938, f1/train=0.0938, precision/train=0.0938, recall/train=0.0938]
Epoch 0: 4%|▍ | 18/469 [00:00<00:14, 30.39it/s, v_num=8, acc1/train=0.0938, f1/train=0.0938, precision/train=0.0938, recall/train=0.0938]
Epoch 0: 4%|▍ | 18/469 [00:00<00:14, 30.36it/s, v_num=8, acc1/train=0.141, f1/train=0.141, precision/train=0.141, recall/train=0.141]
Epoch 0: 4%|▍ | 19/469 [00:00<00:14, 30.99it/s, v_num=8, acc1/train=0.141, f1/train=0.141, precision/train=0.141, recall/train=0.141]
Epoch 0: 4%|▍ | 19/469 [00:00<00:14, 30.98it/s, v_num=8, acc1/train=0.0703, f1/train=0.0703, precision/train=0.0703, recall/train=0.0703]
Epoch 0: 4%|▍ | 20/469 [00:00<00:14, 31.42it/s, v_num=8, acc1/train=0.0703, f1/train=0.0703, precision/train=0.0703, recall/train=0.0703]
Epoch 0: 4%|▍ | 20/469 [00:00<00:14, 31.39it/s, v_num=8, acc1/train=0.117, f1/train=0.117, precision/train=0.117, recall/train=0.117]
Epoch 0: 4%|▍ | 21/469 [00:00<00:14, 31.90it/s, v_num=8, acc1/train=0.117, f1/train=0.117, precision/train=0.117, recall/train=0.117]
Epoch 0: 4%|▍ | 21/469 [00:00<00:14, 31.88it/s, v_num=8, acc1/train=0.141, f1/train=0.141, precision/train=0.141, recall/train=0.141]
Epoch 0: 5%|▍ | 22/469 [00:00<00:13, 32.20it/s, v_num=8, acc1/train=0.141, f1/train=0.141, precision/train=0.141, recall/train=0.141]
Epoch 0: 5%|▍ | 22/469 [00:00<00:13, 32.18it/s, v_num=8, acc1/train=0.0469, f1/train=0.0469, precision/train=0.0469, recall/train=0.0469]
Epoch 0: 5%|▍ | 23/469 [00:00<00:13, 32.50it/s, v_num=8, acc1/train=0.0469, f1/train=0.0469, precision/train=0.0469, recall/train=0.0469]
Epoch 0: 5%|▍ | 23/469 [00:00<00:13, 32.48it/s, v_num=8, acc1/train=0.0938, f1/train=0.0938, precision/train=0.0938, recall/train=0.0938]
Epoch 0: 5%|▌ | 24/469 [00:00<00:13, 32.78it/s, v_num=8, acc1/train=0.0938, f1/train=0.0938, precision/train=0.0938, recall/train=0.0938]
Epoch 0: 5%|▌ | 24/469 [00:00<00:13, 32.76it/s, v_num=8, acc1/train=0.148, f1/train=0.148, precision/train=0.148, recall/train=0.148]
Epoch 0: 5%|▌ | 25/469 [00:00<00:13, 32.94it/s, v_num=8, acc1/train=0.148, f1/train=0.148, precision/train=0.148, recall/train=0.148]
Epoch 0: 5%|▌ | 25/469 [00:00<00:13, 32.92it/s, v_num=8, acc1/train=0.164, f1/train=0.164, precision/train=0.164, recall/train=0.164]
Epoch 0: 6%|▌ | 26/469 [00:00<00:13, 33.30it/s, v_num=8, acc1/train=0.164, f1/train=0.164, precision/train=0.164, recall/train=0.164]
Epoch 0: 6%|▌ | 26/469 [00:00<00:13, 33.29it/s, v_num=8, acc1/train=0.164, f1/train=0.164, precision/train=0.164, recall/train=0.164]
Epoch 0: 6%|▌ | 27/469 [00:00<00:13, 33.50it/s, v_num=8, acc1/train=0.164, f1/train=0.164, precision/train=0.164, recall/train=0.164]
Epoch 0: 6%|▌ | 27/469 [00:00<00:13, 33.48it/s, v_num=8, acc1/train=0.219, f1/train=0.219, precision/train=0.219, recall/train=0.219]
Epoch 0: 6%|▌ | 28/469 [00:00<00:13, 33.66it/s, v_num=8, acc1/train=0.219, f1/train=0.219, precision/train=0.219, recall/train=0.219]
Epoch 0: 6%|▌ | 28/469 [00:00<00:13, 33.64it/s, v_num=8, acc1/train=0.242, f1/train=0.242, precision/train=0.242, recall/train=0.242]
Epoch 0: 6%|▌ | 29/469 [00:00<00:12, 33.86it/s, v_num=8, acc1/train=0.242, f1/train=0.242, precision/train=0.242, recall/train=0.242]
Epoch 0: 6%|▌ | 29/469 [00:00<00:13, 33.84it/s, v_num=8, acc1/train=0.180, f1/train=0.180, precision/train=0.180, recall/train=0.180]
Epoch 0: 6%|▋ | 30/469 [00:00<00:12, 34.14it/s, v_num=8, acc1/train=0.180, f1/train=0.180, precision/train=0.180, recall/train=0.180]
Epoch 0: 6%|▋ | 30/469 [00:00<00:12, 34.12it/s, v_num=8, acc1/train=0.227, f1/train=0.227, precision/train=0.227, recall/train=0.227]
Epoch 0: 7%|▋ | 31/469 [00:00<00:12, 34.31it/s, v_num=8, acc1/train=0.227, f1/train=0.227, precision/train=0.227, recall/train=0.227]
Epoch 0: 7%|▋ | 31/469 [00:00<00:12, 34.29it/s, v_num=8, acc1/train=0.133, f1/train=0.133, precision/train=0.133, recall/train=0.133]
Epoch 0: 7%|▋ | 32/469 [00:00<00:12, 34.57it/s, v_num=8, acc1/train=0.133, f1/train=0.133, precision/train=0.133, recall/train=0.133]
Epoch 0: 7%|▋ | 32/469 [00:00<00:12, 34.56it/s, v_num=8, acc1/train=0.172, f1/train=0.172, precision/train=0.172, recall/train=0.172]
Epoch 0: 7%|▋ | 33/469 [00:00<00:12, 34.70it/s, v_num=8, acc1/train=0.172, f1/train=0.172, precision/train=0.172, recall/train=0.172]
Epoch 0: 7%|▋ | 33/469 [00:00<00:12, 34.68it/s, v_num=8, acc1/train=0.0703, f1/train=0.0703, precision/train=0.0703, recall/train=0.0703]
Epoch 0: 7%|▋ | 34/469 [00:00<00:12, 34.94it/s, v_num=8, acc1/train=0.0703, f1/train=0.0703, precision/train=0.0703, recall/train=0.0703]
Epoch 0: 7%|▋ | 34/469 [00:00<00:12, 34.92it/s, v_num=8, acc1/train=0.0781, f1/train=0.0781, precision/train=0.0781, recall/train=0.0781]
Epoch 0: 7%|▋ | 35/469 [00:00<00:12, 35.05it/s, v_num=8, acc1/train=0.0781, f1/train=0.0781, precision/train=0.0781, recall/train=0.0781]
Epoch 0: 7%|▋ | 35/469 [00:00<00:12, 35.03it/s, v_num=8, acc1/train=0.117, f1/train=0.117, precision/train=0.117, recall/train=0.117]
Epoch 0: 8%|▊ | 36/469 [00:01<00:12, 35.29it/s, v_num=8, acc1/train=0.117, f1/train=0.117, precision/train=0.117, recall/train=0.117]
Epoch 0: 8%|▊ | 36/469 [00:01<00:12, 35.27it/s, v_num=8, acc1/train=0.125, f1/train=0.125, precision/train=0.125, recall/train=0.125]
Epoch 0: 8%|▊ | 37/469 [00:01<00:12, 35.40it/s, v_num=8, acc1/train=0.125, f1/train=0.125, precision/train=0.125, recall/train=0.125]
Epoch 0: 8%|▊ | 37/469 [00:01<00:12, 35.38it/s, v_num=8, acc1/train=0.133, f1/train=0.133, precision/train=0.133, recall/train=0.133]
Epoch 0: 8%|▊ | 38/469 [00:01<00:12, 35.60it/s, v_num=8, acc1/train=0.133, f1/train=0.133, precision/train=0.133, recall/train=0.133]
Epoch 0: 8%|▊ | 38/469 [00:01<00:12, 35.59it/s, v_num=8, acc1/train=0.109, f1/train=0.109, precision/train=0.109, recall/train=0.109]
Epoch 0: 8%|▊ | 39/469 [00:01<00:12, 35.71it/s, v_num=8, acc1/train=0.109, f1/train=0.109, precision/train=0.109, recall/train=0.109]
Epoch 0: 8%|▊ | 39/469 [00:01<00:12, 35.70it/s, v_num=8, acc1/train=0.117, f1/train=0.117, precision/train=0.117, recall/train=0.117]
Epoch 0: 9%|▊ | 40/469 [00:01<00:11, 35.80it/s, v_num=8, acc1/train=0.117, f1/train=0.117, precision/train=0.117, recall/train=0.117]
Epoch 0: 9%|▊ | 40/469 [00:01<00:11, 35.78it/s, v_num=8, acc1/train=0.148, f1/train=0.148, precision/train=0.148, recall/train=0.148]
Epoch 0: 9%|▊ | 41/469 [00:01<00:11, 35.99it/s, v_num=8, acc1/train=0.148, f1/train=0.148, precision/train=0.148, recall/train=0.148]
Epoch 0: 9%|▊ | 41/469 [00:01<00:11, 35.97it/s, v_num=8, acc1/train=0.0625, f1/train=0.0625, precision/train=0.0625, recall/train=0.0625]
Epoch 0: 9%|▉ | 42/469 [00:01<00:11, 35.94it/s, v_num=8, acc1/train=0.0625, f1/train=0.0625, precision/train=0.0625, recall/train=0.0625]
Epoch 0: 9%|▉ | 42/469 [00:01<00:11, 35.92it/s, v_num=8, acc1/train=0.148, f1/train=0.148, precision/train=0.148, recall/train=0.148]
Epoch 0: 9%|▉ | 43/469 [00:01<00:11, 36.05it/s, v_num=8, acc1/train=0.148, f1/train=0.148, precision/train=0.148, recall/train=0.148]
Epoch 0: 9%|▉ | 43/469 [00:01<00:11, 36.03it/s, v_num=8, acc1/train=0.0938, f1/train=0.0938, precision/train=0.0938, recall/train=0.0938]
Epoch 0: 9%|▉ | 44/469 [00:01<00:11, 36.15it/s, v_num=8, acc1/train=0.0938, f1/train=0.0938, precision/train=0.0938, recall/train=0.0938]
Epoch 0: 9%|▉ | 44/469 [00:01<00:11, 36.14it/s, v_num=8, acc1/train=0.117, f1/train=0.117, precision/train=0.117, recall/train=0.117]
Epoch 0: 10%|▉ | 45/469 [00:01<00:11, 36.25it/s, v_num=8, acc1/train=0.117, f1/train=0.117, precision/train=0.117, recall/train=0.117]
Epoch 0: 10%|▉ | 45/469 [00:01<00:11, 36.24it/s, v_num=8, acc1/train=0.109, f1/train=0.109, precision/train=0.109, recall/train=0.109]
Epoch 0: 10%|▉ | 46/469 [00:01<00:11, 36.35it/s, v_num=8, acc1/train=0.109, f1/train=0.109, precision/train=0.109, recall/train=0.109]
Epoch 0: 10%|▉ | 46/469 [00:01<00:11, 36.34it/s, v_num=8, acc1/train=0.102, f1/train=0.102, precision/train=0.102, recall/train=0.102]
Epoch 0: 10%|█ | 47/469 [00:01<00:11, 36.36it/s, v_num=8, acc1/train=0.102, f1/train=0.102, precision/train=0.102, recall/train=0.102]
Epoch 0: 10%|█ | 47/469 [00:01<00:11, 36.34it/s, v_num=8, acc1/train=0.164, f1/train=0.164, precision/train=0.164, recall/train=0.164]
Epoch 0: 10%|█ | 48/469 [00:01<00:11, 36.53it/s, v_num=8, acc1/train=0.164, f1/train=0.164, precision/train=0.164, recall/train=0.164]
Epoch 0: 10%|█ | 48/469 [00:01<00:11, 36.51it/s, v_num=8, acc1/train=0.0859, f1/train=0.0859, precision/train=0.0859, recall/train=0.0859]
Epoch 0: 10%|█ | 49/469 [00:01<00:11, 36.60it/s, v_num=8, acc1/train=0.0859, f1/train=0.0859, precision/train=0.0859, recall/train=0.0859]
Epoch 0: 10%|█ | 49/469 [00:01<00:11, 36.58it/s, v_num=8, acc1/train=0.117, f1/train=0.117, precision/train=0.117, recall/train=0.117]
Epoch 0: 11%|█ | 50/469 [00:01<00:11, 36.74it/s, v_num=8, acc1/train=0.117, f1/train=0.117, precision/train=0.117, recall/train=0.117]
Epoch 0: 11%|█ | 50/469 [00:01<00:11, 36.72it/s, v_num=8, acc1/train=0.0859, f1/train=0.0859, precision/train=0.0859, recall/train=0.0859]
Epoch 0: 11%|█ | 51/469 [00:01<00:11, 36.77it/s, v_num=8, acc1/train=0.0859, f1/train=0.0859, precision/train=0.0859, recall/train=0.0859]
Epoch 0: 11%|█ | 51/469 [00:01<00:11, 36.75it/s, v_num=8, acc1/train=0.0938, f1/train=0.0938, precision/train=0.0938, recall/train=0.0938]
Epoch 0: 11%|█ | 52/469 [00:01<00:11, 36.90it/s, v_num=8, acc1/train=0.0938, f1/train=0.0938, precision/train=0.0938, recall/train=0.0938]
Epoch 0: 11%|█ | 52/469 [00:01<00:11, 36.89it/s, v_num=8, acc1/train=0.102, f1/train=0.102, precision/train=0.102, recall/train=0.102]
Epoch 0: 11%|█▏ | 53/469 [00:01<00:11, 37.04it/s, v_num=8, acc1/train=0.102, f1/train=0.102, precision/train=0.102, recall/train=0.102]
Epoch 0: 11%|█▏ | 53/469 [00:01<00:11, 37.03it/s, v_num=8, acc1/train=0.164, f1/train=0.164, precision/train=0.164, recall/train=0.164]
Epoch 0: 12%|█▏ | 54/469 [00:01<00:11, 37.10it/s, v_num=8, acc1/train=0.164, f1/train=0.164, precision/train=0.164, recall/train=0.164]
Epoch 0: 12%|█▏ | 54/469 [00:01<00:11, 37.09it/s, v_num=8, acc1/train=0.0938, f1/train=0.0938, precision/train=0.0938, recall/train=0.0938]
Epoch 0: 12%|█▏ | 55/469 [00:01<00:11, 37.23it/s, v_num=8, acc1/train=0.0938, f1/train=0.0938, precision/train=0.0938, recall/train=0.0938]
Epoch 0: 12%|█▏ | 55/469 [00:01<00:11, 37.22it/s, v_num=8, acc1/train=0.125, f1/train=0.125, precision/train=0.125, recall/train=0.125]
Epoch 0: 12%|█▏ | 56/469 [00:01<00:11, 37.28it/s, v_num=8, acc1/train=0.125, f1/train=0.125, precision/train=0.125, recall/train=0.125]
Epoch 0: 12%|█▏ | 56/469 [00:01<00:11, 37.27it/s, v_num=8, acc1/train=0.102, f1/train=0.102, precision/train=0.102, recall/train=0.102]
Epoch 0: 12%|█▏ | 57/469 [00:01<00:11, 37.39it/s, v_num=8, acc1/train=0.102, f1/train=0.102, precision/train=0.102, recall/train=0.102]
Epoch 0: 12%|█▏ | 57/469 [00:01<00:11, 37.38it/s, v_num=8, acc1/train=0.141, f1/train=0.141, precision/train=0.141, recall/train=0.141]
Epoch 0: 12%|█▏ | 58/469 [00:01<00:10, 37.42it/s, v_num=8, acc1/train=0.141, f1/train=0.141, precision/train=0.141, recall/train=0.141]
Epoch 0: 12%|█▏ | 58/469 [00:01<00:10, 37.39it/s, v_num=8, acc1/train=0.102, f1/train=0.102, precision/train=0.102, recall/train=0.102]
Epoch 0: 13%|█▎ | 59/469 [00:01<00:10, 37.53it/s, v_num=8, acc1/train=0.102, f1/train=0.102, precision/train=0.102, recall/train=0.102]
Epoch 0: 13%|█▎ | 59/469 [00:01<00:10, 37.52it/s, v_num=8, acc1/train=0.148, f1/train=0.148, precision/train=0.148, recall/train=0.148]
Epoch 0: 13%|█▎ | 60/469 [00:01<00:10, 37.64it/s, v_num=8, acc1/train=0.148, f1/train=0.148, precision/train=0.148, recall/train=0.148]
Epoch 0: 13%|█▎ | 60/469 [00:01<00:10, 37.63it/s, v_num=8, acc1/train=0.0781, f1/train=0.0781, precision/train=0.0781, recall/train=0.0781]
Epoch 0: 13%|█▎ | 61/469 [00:01<00:10, 37.68it/s, v_num=8, acc1/train=0.0781, f1/train=0.0781, precision/train=0.0781, recall/train=0.0781]
Epoch 0: 13%|█▎ | 61/469 [00:01<00:10, 37.67it/s, v_num=8, acc1/train=0.188, f1/train=0.188, precision/train=0.188, recall/train=0.188]
Epoch 0: 13%|█▎ | 62/469 [00:01<00:10, 37.78it/s, v_num=8, acc1/train=0.188, f1/train=0.188, precision/train=0.188, recall/train=0.188]
Epoch 0: 13%|█▎ | 62/469 [00:01<00:10, 37.77it/s, v_num=8, acc1/train=0.109, f1/train=0.109, precision/train=0.109, recall/train=0.109]
Epoch 0: 13%|█▎ | 63/469 [00:01<00:10, 37.89it/s, v_num=8, acc1/train=0.109, f1/train=0.109, precision/train=0.109, recall/train=0.109]
Epoch 0: 13%|█▎ | 63/469 [00:01<00:10, 37.88it/s, v_num=8, acc1/train=0.125, f1/train=0.125, precision/train=0.125, recall/train=0.125]
Epoch 0: 14%|█▎ | 64/469 [00:01<00:10, 37.93it/s, v_num=8, acc1/train=0.125, f1/train=0.125, precision/train=0.125, recall/train=0.125]
Epoch 0: 14%|█▎ | 64/469 [00:01<00:10, 37.92it/s, v_num=8, acc1/train=0.141, f1/train=0.141, precision/train=0.141, recall/train=0.141]
Epoch 0: 14%|█▍ | 65/469 [00:01<00:10, 38.03it/s, v_num=8, acc1/train=0.141, f1/train=0.141, precision/train=0.141, recall/train=0.141]
Epoch 0: 14%|█▍ | 65/469 [00:01<00:10, 38.02it/s, v_num=8, acc1/train=0.0938, f1/train=0.0938, precision/train=0.0938, recall/train=0.0938]
Epoch 0: 14%|█▍ | 66/469 [00:01<00:10, 38.06it/s, v_num=8, acc1/train=0.0938, f1/train=0.0938, precision/train=0.0938, recall/train=0.0938]
Epoch 0: 14%|█▍ | 66/469 [00:01<00:10, 38.05it/s, v_num=8, acc1/train=0.164, f1/train=0.164, precision/train=0.164, recall/train=0.164]
Epoch 0: 14%|█▍ | 67/469 [00:01<00:10, 38.15it/s, v_num=8, acc1/train=0.164, f1/train=0.164, precision/train=0.164, recall/train=0.164]
Epoch 0: 14%|█▍ | 67/469 [00:01<00:10, 38.14it/s, v_num=8, acc1/train=0.156, f1/train=0.156, precision/train=0.156, recall/train=0.156]
Epoch 0: 14%|█▍ | 68/469 [00:01<00:10, 38.17it/s, v_num=8, acc1/train=0.156, f1/train=0.156, precision/train=0.156, recall/train=0.156]
Epoch 0: 14%|█▍ | 68/469 [00:01<00:10, 38.16it/s, v_num=8, acc1/train=0.117, f1/train=0.117, precision/train=0.117, recall/train=0.117]
Epoch 0: 15%|█▍ | 69/469 [00:01<00:10, 38.25it/s, v_num=8, acc1/train=0.117, f1/train=0.117, precision/train=0.117, recall/train=0.117]
Epoch 0: 15%|█▍ | 69/469 [00:01<00:10, 38.24it/s, v_num=8, acc1/train=0.109, f1/train=0.109, precision/train=0.109, recall/train=0.109]
Epoch 0: 15%|█▍ | 70/469 [00:01<00:10, 38.35it/s, v_num=8, acc1/train=0.109, f1/train=0.109, precision/train=0.109, recall/train=0.109]
Epoch 0: 15%|█▍ | 70/469 [00:01<00:10, 38.35it/s, v_num=8, acc1/train=0.156, f1/train=0.156, precision/train=0.156, recall/train=0.156]
Epoch 0: 15%|█▌ | 71/469 [00:01<00:10, 38.38it/s, v_num=8, acc1/train=0.156, f1/train=0.156, precision/train=0.156, recall/train=0.156]
Epoch 0: 15%|█▌ | 71/469 [00:01<00:10, 38.37it/s, v_num=8, acc1/train=0.133, f1/train=0.133, precision/train=0.133, recall/train=0.133]
Epoch 0: 15%|█▌ | 72/469 [00:01<00:10, 38.44it/s, v_num=8, acc1/train=0.133, f1/train=0.133, precision/train=0.133, recall/train=0.133]
Epoch 0: 15%|█▌ | 72/469 [00:01<00:10, 38.43it/s, v_num=8, acc1/train=0.0859, f1/train=0.0859, precision/train=0.0859, recall/train=0.0859]
Epoch 0: 16%|█▌ | 73/469 [00:01<00:10, 38.52it/s, v_num=8, acc1/train=0.0859, f1/train=0.0859, precision/train=0.0859, recall/train=0.0859]
Epoch 0: 16%|█▌ | 73/469 [00:01<00:10, 38.51it/s, v_num=8, acc1/train=0.125, f1/train=0.125, precision/train=0.125, recall/train=0.125]
Epoch 0: 16%|█▌ | 74/469 [00:01<00:10, 38.54it/s, v_num=8, acc1/train=0.125, f1/train=0.125, precision/train=0.125, recall/train=0.125]
Epoch 0: 16%|█▌ | 74/469 [00:01<00:10, 38.52it/s, v_num=8, acc1/train=0.0859, f1/train=0.0859, precision/train=0.0859, recall/train=0.0859]
Epoch 0: 16%|█▌ | 75/469 [00:01<00:10, 38.62it/s, v_num=8, acc1/train=0.0859, f1/train=0.0859, precision/train=0.0859, recall/train=0.0859]
Epoch 0: 16%|█▌ | 75/469 [00:01<00:10, 38.61it/s, v_num=8, acc1/train=0.0859, f1/train=0.0859, precision/train=0.0859, recall/train=0.0859]
Epoch 0: 16%|█▌ | 76/469 [00:01<00:10, 38.65it/s, v_num=8, acc1/train=0.0859, f1/train=0.0859, precision/train=0.0859, recall/train=0.0859]
Epoch 0: 16%|█▌ | 76/469 [00:01<00:10, 38.64it/s, v_num=8, acc1/train=0.148, f1/train=0.148, precision/train=0.148, recall/train=0.148]
Epoch 0: 16%|█▋ | 77/469 [00:01<00:10, 38.72it/s, v_num=8, acc1/train=0.148, f1/train=0.148, precision/train=0.148, recall/train=0.148]
Epoch 0: 16%|█▋ | 77/469 [00:01<00:10, 38.72it/s, v_num=8, acc1/train=0.227, f1/train=0.227, precision/train=0.227, recall/train=0.227]
Epoch 0: 17%|█▋ | 78/469 [00:02<00:10, 38.75it/s, v_num=8, acc1/train=0.227, f1/train=0.227, precision/train=0.227, recall/train=0.227]
Epoch 0: 17%|█▋ | 78/469 [00:02<00:10, 38.74it/s, v_num=8, acc1/train=0.312, f1/train=0.312, precision/train=0.312, recall/train=0.312]
Epoch 0: 17%|█▋ | 79/469 [00:02<00:10, 38.82it/s, v_num=8, acc1/train=0.312, f1/train=0.312, precision/train=0.312, recall/train=0.312]
Epoch 0: 17%|█▋ | 79/469 [00:02<00:10, 38.81it/s, v_num=8, acc1/train=0.289, f1/train=0.289, precision/train=0.289, recall/train=0.289]
Epoch 0: 17%|█▋ | 80/469 [00:02<00:09, 38.90it/s, v_num=8, acc1/train=0.289, f1/train=0.289, precision/train=0.289, recall/train=0.289]
Epoch 0: 17%|█▋ | 80/469 [00:02<00:10, 38.89it/s, v_num=8, acc1/train=0.328, f1/train=0.328, precision/train=0.328, recall/train=0.328]
Epoch 0: 17%|█▋ | 81/469 [00:02<00:09, 38.92it/s, v_num=8, acc1/train=0.328, f1/train=0.328, precision/train=0.328, recall/train=0.328]
Epoch 0: 17%|█▋ | 81/469 [00:02<00:09, 38.91it/s, v_num=8, acc1/train=0.312, f1/train=0.312, precision/train=0.312, recall/train=0.312]
Epoch 0: 17%|█▋ | 82/469 [00:02<00:09, 38.99it/s, v_num=8, acc1/train=0.312, f1/train=0.312, precision/train=0.312, recall/train=0.312]
Epoch 0: 17%|█▋ | 82/469 [00:02<00:09, 38.98it/s, v_num=8, acc1/train=0.328, f1/train=0.328, precision/train=0.328, recall/train=0.328]
Epoch 0: 18%|█▊ | 83/469 [00:02<00:09, 39.07it/s, v_num=8, acc1/train=0.328, f1/train=0.328, precision/train=0.328, recall/train=0.328]
Epoch 0: 18%|█▊ | 83/469 [00:02<00:09, 39.07it/s, v_num=8, acc1/train=0.227, f1/train=0.227, precision/train=0.227, recall/train=0.227]
Epoch 0: 18%|█▊ | 84/469 [00:02<00:09, 39.10it/s, v_num=8, acc1/train=0.227, f1/train=0.227, precision/train=0.227, recall/train=0.227]
Epoch 0: 18%|█▊ | 84/469 [00:02<00:09, 39.09it/s, v_num=8, acc1/train=0.305, f1/train=0.305, precision/train=0.305, recall/train=0.305]
Epoch 0: 18%|█▊ | 85/469 [00:02<00:09, 39.16it/s, v_num=8, acc1/train=0.305, f1/train=0.305, precision/train=0.305, recall/train=0.305]
Epoch 0: 18%|█▊ | 85/469 [00:02<00:09, 39.16it/s, v_num=8, acc1/train=0.352, f1/train=0.352, precision/train=0.352, recall/train=0.352]
Epoch 0: 18%|█▊ | 86/469 [00:02<00:09, 39.19it/s, v_num=8, acc1/train=0.352, f1/train=0.352, precision/train=0.352, recall/train=0.352]
Epoch 0: 18%|█▊ | 86/469 [00:02<00:09, 39.18it/s, v_num=8, acc1/train=0.414, f1/train=0.414, precision/train=0.414, recall/train=0.414]
Epoch 0: 19%|█▊ | 87/469 [00:02<00:09, 39.25it/s, v_num=8, acc1/train=0.414, f1/train=0.414, precision/train=0.414, recall/train=0.414]
Epoch 0: 19%|█▊ | 87/469 [00:02<00:09, 39.24it/s, v_num=8, acc1/train=0.508, f1/train=0.508, precision/train=0.508, recall/train=0.508]
Epoch 0: 19%|█▉ | 88/469 [00:02<00:09, 39.26it/s, v_num=8, acc1/train=0.508, f1/train=0.508, precision/train=0.508, recall/train=0.508]
Epoch 0: 19%|█▉ | 88/469 [00:02<00:09, 39.25it/s, v_num=8, acc1/train=0.391, f1/train=0.391, precision/train=0.391, recall/train=0.391]
Epoch 0: 19%|█▉ | 89/469 [00:02<00:09, 39.32it/s, v_num=8, acc1/train=0.391, f1/train=0.391, precision/train=0.391, recall/train=0.391]
Epoch 0: 19%|█▉ | 89/469 [00:02<00:09, 39.32it/s, v_num=8, acc1/train=0.422, f1/train=0.422, precision/train=0.422, recall/train=0.422]
Epoch 0: 19%|█▉ | 90/469 [00:02<00:09, 39.33it/s, v_num=8, acc1/train=0.422, f1/train=0.422, precision/train=0.422, recall/train=0.422]
Epoch 0: 19%|█▉ | 90/469 [00:02<00:09, 39.33it/s, v_num=8, acc1/train=0.484, f1/train=0.484, precision/train=0.484, recall/train=0.484]
Epoch 0: 19%|█▉ | 91/469 [00:02<00:09, 39.36it/s, v_num=8, acc1/train=0.484, f1/train=0.484, precision/train=0.484, recall/train=0.484]
Epoch 0: 19%|█▉ | 91/469 [00:02<00:09, 39.35it/s, v_num=8, acc1/train=0.453, f1/train=0.453, precision/train=0.453, recall/train=0.453]
Epoch 0: 20%|█▉ | 92/469 [00:02<00:09, 39.38it/s, v_num=8, acc1/train=0.453, f1/train=0.453, precision/train=0.453, recall/train=0.453]
Epoch 0: 20%|█▉ | 92/469 [00:02<00:09, 39.37it/s, v_num=8, acc1/train=0.477, f1/train=0.477, precision/train=0.477, recall/train=0.477]
Epoch 0: 20%|█▉ | 93/469 [00:02<00:09, 39.39it/s, v_num=8, acc1/train=0.477, f1/train=0.477, precision/train=0.477, recall/train=0.477]
Epoch 0: 20%|█▉ | 93/469 [00:02<00:09, 39.38it/s, v_num=8, acc1/train=0.586, f1/train=0.586, precision/train=0.586, recall/train=0.586]
Epoch 0: 20%|██ | 94/469 [00:02<00:09, 39.41it/s, v_num=8, acc1/train=0.586, f1/train=0.586, precision/train=0.586, recall/train=0.586]
Epoch 0: 20%|██ | 94/469 [00:02<00:09, 39.41it/s, v_num=8, acc1/train=0.547, f1/train=0.547, precision/train=0.547, recall/train=0.547]
Epoch 0: 20%|██ | 95/469 [00:02<00:09, 39.43it/s, v_num=8, acc1/train=0.547, f1/train=0.547, precision/train=0.547, recall/train=0.547]
Epoch 0: 20%|██ | 95/469 [00:02<00:09, 39.43it/s, v_num=8, acc1/train=0.562, f1/train=0.562, precision/train=0.562, recall/train=0.562]
Epoch 0: 20%|██ | 96/469 [00:02<00:09, 39.46it/s, v_num=8, acc1/train=0.562, f1/train=0.562, precision/train=0.562, recall/train=0.562]
Epoch 0: 20%|██ | 96/469 [00:02<00:09, 39.45it/s, v_num=8, acc1/train=0.562, f1/train=0.562, precision/train=0.562, recall/train=0.562]
Epoch 0: 21%|██ | 97/469 [00:02<00:09, 39.48it/s, v_num=8, acc1/train=0.562, f1/train=0.562, precision/train=0.562, recall/train=0.562]
Epoch 0: 21%|██ | 97/469 [00:02<00:09, 39.47it/s, v_num=8, acc1/train=0.602, f1/train=0.602, precision/train=0.602, recall/train=0.602]
Epoch 0: 21%|██ | 98/469 [00:02<00:09, 39.50it/s, v_num=8, acc1/train=0.602, f1/train=0.602, precision/train=0.602, recall/train=0.602]
Epoch 0: 21%|██ | 98/469 [00:02<00:09, 39.49it/s, v_num=8, acc1/train=0.578, f1/train=0.578, precision/train=0.578, recall/train=0.578]
Epoch 0: 21%|██ | 99/469 [00:02<00:09, 39.52it/s, v_num=8, acc1/train=0.578, f1/train=0.578, precision/train=0.578, recall/train=0.578]
Epoch 0: 21%|██ | 99/469 [00:02<00:09, 39.51it/s, v_num=8, acc1/train=0.609, f1/train=0.609, precision/train=0.609, recall/train=0.609]
Epoch 0: 21%|██▏ | 100/469 [00:02<00:09, 39.54it/s, v_num=8, acc1/train=0.609, f1/train=0.609, precision/train=0.609, recall/train=0.609]
Epoch 0: 21%|██▏ | 100/469 [00:02<00:09, 39.53it/s, v_num=8, acc1/train=0.609, f1/train=0.609, precision/train=0.609, recall/train=0.609]
Epoch 0: 22%|██▏ | 101/469 [00:02<00:09, 39.54it/s, v_num=8, acc1/train=0.609, f1/train=0.609, precision/train=0.609, recall/train=0.609]
Epoch 0: 22%|██▏ | 101/469 [00:02<00:09, 39.54it/s, v_num=8, acc1/train=0.539, f1/train=0.539, precision/train=0.539, recall/train=0.539]
Epoch 0: 22%|██▏ | 102/469 [00:02<00:09, 39.56it/s, v_num=8, acc1/train=0.539, f1/train=0.539, precision/train=0.539, recall/train=0.539]
Epoch 0: 22%|██▏ | 102/469 [00:02<00:09, 39.55it/s, v_num=8, acc1/train=0.656, f1/train=0.656, precision/train=0.656, recall/train=0.656]
Epoch 0: 22%|██▏ | 103/469 [00:02<00:09, 39.57it/s, v_num=8, acc1/train=0.656, f1/train=0.656, precision/train=0.656, recall/train=0.656]
Epoch 0: 22%|██▏ | 103/469 [00:02<00:09, 39.56it/s, v_num=8, acc1/train=0.562, f1/train=0.562, precision/train=0.562, recall/train=0.562]
Epoch 0: 22%|██▏ | 104/469 [00:02<00:09, 39.58it/s, v_num=8, acc1/train=0.562, f1/train=0.562, precision/train=0.562, recall/train=0.562]
Epoch 0: 22%|██▏ | 104/469 [00:02<00:09, 39.57it/s, v_num=8, acc1/train=0.617, f1/train=0.617, precision/train=0.617, recall/train=0.617]
Epoch 0: 22%|██▏ | 105/469 [00:02<00:09, 39.59it/s, v_num=8, acc1/train=0.617, f1/train=0.617, precision/train=0.617, recall/train=0.617]
Epoch 0: 22%|██▏ | 105/469 [00:02<00:09, 39.58it/s, v_num=8, acc1/train=0.688, f1/train=0.688, precision/train=0.688, recall/train=0.688]
Epoch 0: 23%|██▎ | 106/469 [00:02<00:09, 39.61it/s, v_num=8, acc1/train=0.688, f1/train=0.688, precision/train=0.688, recall/train=0.688]
Epoch 0: 23%|██▎ | 106/469 [00:02<00:09, 39.60it/s, v_num=8, acc1/train=0.578, f1/train=0.578, precision/train=0.578, recall/train=0.578]
Epoch 0: 23%|██▎ | 107/469 [00:02<00:09, 39.62it/s, v_num=8, acc1/train=0.578, f1/train=0.578, precision/train=0.578, recall/train=0.578]
Epoch 0: 23%|██▎ | 107/469 [00:02<00:09, 39.62it/s, v_num=8, acc1/train=0.594, f1/train=0.594, precision/train=0.594, recall/train=0.594]
Epoch 0: 23%|██▎ | 108/469 [00:02<00:09, 39.64it/s, v_num=8, acc1/train=0.594, f1/train=0.594, precision/train=0.594, recall/train=0.594]
Epoch 0: 23%|██▎ | 108/469 [00:02<00:09, 39.64it/s, v_num=8, acc1/train=0.680, f1/train=0.680, precision/train=0.680, recall/train=0.680]
Epoch 0: 23%|██▎ | 109/469 [00:02<00:09, 39.66it/s, v_num=8, acc1/train=0.680, f1/train=0.680, precision/train=0.680, recall/train=0.680]
Epoch 0: 23%|██▎ | 109/469 [00:02<00:09, 39.65it/s, v_num=8, acc1/train=0.664, f1/train=0.664, precision/train=0.664, recall/train=0.664]
Epoch 0: 23%|██▎ | 110/469 [00:02<00:09, 39.67it/s, v_num=8, acc1/train=0.664, f1/train=0.664, precision/train=0.664, recall/train=0.664]
Epoch 0: 23%|██▎ | 110/469 [00:02<00:09, 39.67it/s, v_num=8, acc1/train=0.703, f1/train=0.703, precision/train=0.703, recall/train=0.703]
Epoch 0: 24%|██▎ | 111/469 [00:02<00:09, 39.69it/s, v_num=8, acc1/train=0.703, f1/train=0.703, precision/train=0.703, recall/train=0.703]
Epoch 0: 24%|██▎ | 111/469 [00:02<00:09, 39.68it/s, v_num=8, acc1/train=0.648, f1/train=0.648, precision/train=0.648, recall/train=0.648]
Epoch 0: 24%|██▍ | 112/469 [00:02<00:08, 39.70it/s, v_num=8, acc1/train=0.648, f1/train=0.648, precision/train=0.648, recall/train=0.648]
Epoch 0: 24%|██▍ | 112/469 [00:02<00:08, 39.70it/s, v_num=8, acc1/train=0.656, f1/train=0.656, precision/train=0.656, recall/train=0.656]
Epoch 0: 24%|██▍ | 113/469 [00:02<00:08, 39.72it/s, v_num=8, acc1/train=0.656, f1/train=0.656, precision/train=0.656, recall/train=0.656]
Epoch 0: 24%|██▍ | 113/469 [00:02<00:08, 39.71it/s, v_num=8, acc1/train=0.711, f1/train=0.711, precision/train=0.711, recall/train=0.711]
Epoch 0: 24%|██▍ | 114/469 [00:02<00:08, 39.73it/s, v_num=8, acc1/train=0.711, f1/train=0.711, precision/train=0.711, recall/train=0.711]
Epoch 0: 24%|██▍ | 114/469 [00:02<00:08, 39.72it/s, v_num=8, acc1/train=0.703, f1/train=0.703, precision/train=0.703, recall/train=0.703]
Epoch 0: 25%|██▍ | 115/469 [00:02<00:08, 39.74it/s, v_num=8, acc1/train=0.703, f1/train=0.703, precision/train=0.703, recall/train=0.703]
Epoch 0: 25%|██▍ | 115/469 [00:02<00:08, 39.73it/s, v_num=8, acc1/train=0.648, f1/train=0.648, precision/train=0.648, recall/train=0.648]
Epoch 0: 25%|██▍ | 116/469 [00:02<00:08, 39.76it/s, v_num=8, acc1/train=0.648, f1/train=0.648, precision/train=0.648, recall/train=0.648]
Epoch 0: 25%|██▍ | 116/469 [00:02<00:08, 39.75it/s, v_num=8, acc1/train=0.719, f1/train=0.719, precision/train=0.719, recall/train=0.719]
Epoch 0: 25%|██▍ | 117/469 [00:02<00:08, 39.77it/s, v_num=8, acc1/train=0.719, f1/train=0.719, precision/train=0.719, recall/train=0.719]
Epoch 0: 25%|██▍ | 117/469 [00:02<00:08, 39.77it/s, v_num=8, acc1/train=0.766, f1/train=0.766, precision/train=0.766, recall/train=0.766]
Epoch 0: 25%|██▌ | 118/469 [00:02<00:08, 39.79it/s, v_num=8, acc1/train=0.766, f1/train=0.766, precision/train=0.766, recall/train=0.766]
Epoch 0: 25%|██▌ | 118/469 [00:02<00:08, 39.78it/s, v_num=8, acc1/train=0.688, f1/train=0.688, precision/train=0.688, recall/train=0.688]
Epoch 0: 25%|██▌ | 119/469 [00:02<00:08, 39.80it/s, v_num=8, acc1/train=0.688, f1/train=0.688, precision/train=0.688, recall/train=0.688]
Epoch 0: 25%|██▌ | 119/469 [00:02<00:08, 39.80it/s, v_num=8, acc1/train=0.711, f1/train=0.711, precision/train=0.711, recall/train=0.711]
Epoch 0: 26%|██▌ | 120/469 [00:03<00:08, 39.82it/s, v_num=8, acc1/train=0.711, f1/train=0.711, precision/train=0.711, recall/train=0.711]
Epoch 0: 26%|██▌ | 120/469 [00:03<00:08, 39.81it/s, v_num=8, acc1/train=0.805, f1/train=0.805, precision/train=0.805, recall/train=0.805]
Epoch 0: 26%|██▌ | 121/469 [00:03<00:08, 39.83it/s, v_num=8, acc1/train=0.805, f1/train=0.805, precision/train=0.805, recall/train=0.805]
Epoch 0: 26%|██▌ | 121/469 [00:03<00:08, 39.83it/s, v_num=8, acc1/train=0.727, f1/train=0.727, precision/train=0.727, recall/train=0.727]
Epoch 0: 26%|██▌ | 122/469 [00:03<00:08, 39.85it/s, v_num=8, acc1/train=0.727, f1/train=0.727, precision/train=0.727, recall/train=0.727]
Epoch 0: 26%|██▌ | 122/469 [00:03<00:08, 39.84it/s, v_num=8, acc1/train=0.781, f1/train=0.781, precision/train=0.781, recall/train=0.781]
Epoch 0: 26%|██▌ | 123/469 [00:03<00:08, 39.87it/s, v_num=8, acc1/train=0.781, f1/train=0.781, precision/train=0.781, recall/train=0.781]
Epoch 0: 26%|██▌ | 123/469 [00:03<00:08, 39.86it/s, v_num=8, acc1/train=0.727, f1/train=0.727, precision/train=0.727, recall/train=0.727]
Epoch 0: 26%|██▋ | 124/469 [00:03<00:08, 39.88it/s, v_num=8, acc1/train=0.727, f1/train=0.727, precision/train=0.727, recall/train=0.727]
Epoch 0: 26%|██▋ | 124/469 [00:03<00:08, 39.87it/s, v_num=8, acc1/train=0.734, f1/train=0.734, precision/train=0.734, recall/train=0.734]
Epoch 0: 27%|██▋ | 125/469 [00:03<00:08, 39.88it/s, v_num=8, acc1/train=0.734, f1/train=0.734, precision/train=0.734, recall/train=0.734]
Epoch 0: 27%|██▋ | 125/469 [00:03<00:08, 39.88it/s, v_num=8, acc1/train=0.828, f1/train=0.828, precision/train=0.828, recall/train=0.828]
Epoch 0: 27%|██▋ | 126/469 [00:03<00:08, 39.89it/s, v_num=8, acc1/train=0.828, f1/train=0.828, precision/train=0.828, recall/train=0.828]
Epoch 0: 27%|██▋ | 126/469 [00:03<00:08, 39.88it/s, v_num=8, acc1/train=0.750, f1/train=0.750, precision/train=0.750, recall/train=0.750]
Epoch 0: 27%|██▋ | 127/469 [00:03<00:08, 39.90it/s, v_num=8, acc1/train=0.750, f1/train=0.750, precision/train=0.750, recall/train=0.750]
Epoch 0: 27%|██▋ | 127/469 [00:03<00:08, 39.89it/s, v_num=8, acc1/train=0.773, f1/train=0.773, precision/train=0.773, recall/train=0.773]
Epoch 0: 27%|██▋ | 128/469 [00:03<00:08, 39.91it/s, v_num=8, acc1/train=0.773, f1/train=0.773, precision/train=0.773, recall/train=0.773]
Epoch 0: 27%|██▋ | 128/469 [00:03<00:08, 39.91it/s, v_num=8, acc1/train=0.742, f1/train=0.742, precision/train=0.742, recall/train=0.742]
Epoch 0: 28%|██▊ | 129/469 [00:03<00:08, 39.93it/s, v_num=8, acc1/train=0.742, f1/train=0.742, precision/train=0.742, recall/train=0.742]
Epoch 0: 28%|██▊ | 129/469 [00:03<00:08, 39.92it/s, v_num=8, acc1/train=0.719, f1/train=0.719, precision/train=0.719, recall/train=0.719]
Epoch 0: 28%|██▊ | 130/469 [00:03<00:08, 39.94it/s, v_num=8, acc1/train=0.719, f1/train=0.719, precision/train=0.719, recall/train=0.719]
Epoch 0: 28%|██▊ | 130/469 [00:03<00:08, 39.93it/s, v_num=8, acc1/train=0.805, f1/train=0.805, precision/train=0.805, recall/train=0.805]
Epoch 0: 28%|██▊ | 131/469 [00:03<00:08, 39.95it/s, v_num=8, acc1/train=0.805, f1/train=0.805, precision/train=0.805, recall/train=0.805]
Epoch 0: 28%|██▊ | 131/469 [00:03<00:08, 39.95it/s, v_num=8, acc1/train=0.812, f1/train=0.812, precision/train=0.812, recall/train=0.812]
Epoch 0: 28%|██▊ | 132/469 [00:03<00:08, 39.97it/s, v_num=8, acc1/train=0.812, f1/train=0.812, precision/train=0.812, recall/train=0.812]
Epoch 0: 28%|██▊ | 132/469 [00:03<00:08, 39.96it/s, v_num=8, acc1/train=0.805, f1/train=0.805, precision/train=0.805, recall/train=0.805]
Epoch 0: 28%|██▊ | 133/469 [00:03<00:08, 39.98it/s, v_num=8, acc1/train=0.805, f1/train=0.805, precision/train=0.805, recall/train=0.805]
Epoch 0: 28%|██▊ | 133/469 [00:03<00:08, 39.97it/s, v_num=8, acc1/train=0.812, f1/train=0.812, precision/train=0.812, recall/train=0.812]
Epoch 0: 29%|██▊ | 134/469 [00:03<00:08, 39.99it/s, v_num=8, acc1/train=0.812, f1/train=0.812, precision/train=0.812, recall/train=0.812]
Epoch 0: 29%|██▊ | 134/469 [00:03<00:08, 39.98it/s, v_num=8, acc1/train=0.789, f1/train=0.789, precision/train=0.789, recall/train=0.789]
Epoch 0: 29%|██▉ | 135/469 [00:03<00:08, 40.00it/s, v_num=8, acc1/train=0.789, f1/train=0.789, precision/train=0.789, recall/train=0.789]
Epoch 0: 29%|██▉ | 135/469 [00:03<00:08, 39.99it/s, v_num=8, acc1/train=0.695, f1/train=0.695, precision/train=0.695, recall/train=0.695]
Epoch 0: 29%|██▉ | 136/469 [00:03<00:08, 40.01it/s, v_num=8, acc1/train=0.695, f1/train=0.695, precision/train=0.695, recall/train=0.695]
Epoch 0: 29%|██▉ | 136/469 [00:03<00:08, 40.00it/s, v_num=8, acc1/train=0.836, f1/train=0.836, precision/train=0.836, recall/train=0.836]
Epoch 0: 29%|██▉ | 137/469 [00:03<00:08, 40.02it/s, v_num=8, acc1/train=0.836, f1/train=0.836, precision/train=0.836, recall/train=0.836]
Epoch 0: 29%|██▉ | 137/469 [00:03<00:08, 40.01it/s, v_num=8, acc1/train=0.781, f1/train=0.781, precision/train=0.781, recall/train=0.781]
Epoch 0: 29%|██▉ | 138/469 [00:03<00:08, 40.03it/s, v_num=8, acc1/train=0.781, f1/train=0.781, precision/train=0.781, recall/train=0.781]
Epoch 0: 29%|██▉ | 138/469 [00:03<00:08, 40.03it/s, v_num=8, acc1/train=0.797, f1/train=0.797, precision/train=0.797, recall/train=0.797]
Epoch 0: 30%|██▉ | 139/469 [00:03<00:08, 40.04it/s, v_num=8, acc1/train=0.797, f1/train=0.797, precision/train=0.797, recall/train=0.797]
Epoch 0: 30%|██▉ | 139/469 [00:03<00:08, 40.04it/s, v_num=8, acc1/train=0.812, f1/train=0.812, precision/train=0.812, recall/train=0.812]
Epoch 0: 30%|██▉ | 140/469 [00:03<00:08, 40.06it/s, v_num=8, acc1/train=0.812, f1/train=0.812, precision/train=0.812, recall/train=0.812]
Epoch 0: 30%|██▉ | 140/469 [00:03<00:08, 40.05it/s, v_num=8, acc1/train=0.836, f1/train=0.836, precision/train=0.836, recall/train=0.836]
Epoch 0: 30%|███ | 141/469 [00:03<00:08, 40.04it/s, v_num=8, acc1/train=0.836, f1/train=0.836, precision/train=0.836, recall/train=0.836]
Epoch 0: 30%|███ | 141/469 [00:03<00:08, 40.04it/s, v_num=8, acc1/train=0.812, f1/train=0.812, precision/train=0.812, recall/train=0.812]
Epoch 0: 30%|███ | 142/469 [00:03<00:08, 40.05it/s, v_num=8, acc1/train=0.812, f1/train=0.812, precision/train=0.812, recall/train=0.812]
Epoch 0: 30%|███ | 142/469 [00:03<00:08, 40.04it/s, v_num=8, acc1/train=0.867, f1/train=0.867, precision/train=0.867, recall/train=0.867]
Epoch 0: 30%|███ | 143/469 [00:03<00:08, 40.06it/s, v_num=8, acc1/train=0.867, f1/train=0.867, precision/train=0.867, recall/train=0.867]
Epoch 0: 30%|███ | 143/469 [00:03<00:08, 40.06it/s, v_num=8, acc1/train=0.867, f1/train=0.867, precision/train=0.867, recall/train=0.867]
Epoch 0: 31%|███ | 144/469 [00:03<00:08, 40.07it/s, v_num=8, acc1/train=0.867, f1/train=0.867, precision/train=0.867, recall/train=0.867]
Epoch 0: 31%|███ | 144/469 [00:03<00:08, 40.07it/s, v_num=8, acc1/train=0.867, f1/train=0.867, precision/train=0.867, recall/train=0.867]
Epoch 0: 31%|███ | 145/469 [00:03<00:08, 40.08it/s, v_num=8, acc1/train=0.867, f1/train=0.867, precision/train=0.867, recall/train=0.867]
Epoch 0: 31%|███ | 145/469 [00:03<00:08, 40.07it/s, v_num=8, acc1/train=0.828, f1/train=0.828, precision/train=0.828, recall/train=0.828]
Epoch 0: 31%|███ | 146/469 [00:03<00:08, 40.09it/s, v_num=8, acc1/train=0.828, f1/train=0.828, precision/train=0.828, recall/train=0.828]
Epoch 0: 31%|███ | 146/469 [00:03<00:08, 40.08it/s, v_num=8, acc1/train=0.828, f1/train=0.828, precision/train=0.828, recall/train=0.828]
Epoch 0: 31%|███▏ | 147/469 [00:03<00:08, 40.10it/s, v_num=8, acc1/train=0.828, f1/train=0.828, precision/train=0.828, recall/train=0.828]
Epoch 0: 31%|███▏ | 147/469 [00:03<00:08, 40.10it/s, v_num=8, acc1/train=0.828, f1/train=0.828, precision/train=0.828, recall/train=0.828]
Epoch 0: 32%|███▏ | 148/469 [00:03<00:08, 40.11it/s, v_num=8, acc1/train=0.828, f1/train=0.828, precision/train=0.828, recall/train=0.828]
Epoch 0: 32%|███▏ | 148/469 [00:03<00:08, 40.11it/s, v_num=8, acc1/train=0.836, f1/train=0.836, precision/train=0.836, recall/train=0.836]
Epoch 0: 32%|███▏ | 149/469 [00:03<00:07, 40.12it/s, v_num=8, acc1/train=0.836, f1/train=0.836, precision/train=0.836, recall/train=0.836]
Epoch 0: 32%|███▏ | 149/469 [00:03<00:07, 40.12it/s, v_num=8, acc1/train=0.883, f1/train=0.883, precision/train=0.883, recall/train=0.883]
Epoch 0: 32%|███▏ | 150/469 [00:03<00:07, 40.13it/s, v_num=8, acc1/train=0.883, f1/train=0.883, precision/train=0.883, recall/train=0.883]
Epoch 0: 32%|███▏ | 150/469 [00:03<00:07, 40.13it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906]
Epoch 0: 32%|███▏ | 151/469 [00:03<00:07, 40.13it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906]
Epoch 0: 32%|███▏ | 151/469 [00:03<00:07, 40.13it/s, v_num=8, acc1/train=0.828, f1/train=0.828, precision/train=0.828, recall/train=0.828]
Epoch 0: 32%|███▏ | 152/469 [00:03<00:07, 40.14it/s, v_num=8, acc1/train=0.828, f1/train=0.828, precision/train=0.828, recall/train=0.828]
Epoch 0: 32%|███▏ | 152/469 [00:03<00:07, 40.14it/s, v_num=8, acc1/train=0.883, f1/train=0.883, precision/train=0.883, recall/train=0.883]
Epoch 0: 33%|███▎ | 153/469 [00:03<00:07, 40.15it/s, v_num=8, acc1/train=0.883, f1/train=0.883, precision/train=0.883, recall/train=0.883]
Epoch 0: 33%|███▎ | 153/469 [00:03<00:07, 40.15it/s, v_num=8, acc1/train=0.828, f1/train=0.828, precision/train=0.828, recall/train=0.828]
Epoch 0: 33%|███▎ | 154/469 [00:03<00:07, 40.16it/s, v_num=8, acc1/train=0.828, f1/train=0.828, precision/train=0.828, recall/train=0.828]
Epoch 0: 33%|███▎ | 154/469 [00:03<00:07, 40.16it/s, v_num=8, acc1/train=0.859, f1/train=0.859, precision/train=0.859, recall/train=0.859]
Epoch 0: 33%|███▎ | 155/469 [00:03<00:07, 40.17it/s, v_num=8, acc1/train=0.859, f1/train=0.859, precision/train=0.859, recall/train=0.859]
Epoch 0: 33%|███▎ | 155/469 [00:03<00:07, 40.16it/s, v_num=8, acc1/train=0.797, f1/train=0.797, precision/train=0.797, recall/train=0.797]
Epoch 0: 33%|███▎ | 156/469 [00:03<00:07, 40.18it/s, v_num=8, acc1/train=0.797, f1/train=0.797, precision/train=0.797, recall/train=0.797]
Epoch 0: 33%|███▎ | 156/469 [00:03<00:07, 40.17it/s, v_num=8, acc1/train=0.891, f1/train=0.891, precision/train=0.891, recall/train=0.891]
Epoch 0: 33%|███▎ | 157/469 [00:03<00:07, 40.19it/s, v_num=8, acc1/train=0.891, f1/train=0.891, precision/train=0.891, recall/train=0.891]
Epoch 0: 33%|███▎ | 157/469 [00:03<00:07, 40.18it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898]
Epoch 0: 34%|███▎ | 158/469 [00:03<00:07, 40.20it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898]
Epoch 0: 34%|███▎ | 158/469 [00:03<00:07, 40.19it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906]
Epoch 0: 34%|███▍ | 159/469 [00:03<00:07, 40.20it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906]
Epoch 0: 34%|███▍ | 159/469 [00:03<00:07, 40.20it/s, v_num=8, acc1/train=0.859, f1/train=0.859, precision/train=0.859, recall/train=0.859]
Epoch 0: 34%|███▍ | 160/469 [00:03<00:07, 40.21it/s, v_num=8, acc1/train=0.859, f1/train=0.859, precision/train=0.859, recall/train=0.859]
Epoch 0: 34%|███▍ | 160/469 [00:03<00:07, 40.21it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922]
Epoch 0: 34%|███▍ | 161/469 [00:04<00:07, 40.22it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922]
Epoch 0: 34%|███▍ | 161/469 [00:04<00:07, 40.22it/s, v_num=8, acc1/train=0.812, f1/train=0.812, precision/train=0.812, recall/train=0.812]
Epoch 0: 35%|███▍ | 162/469 [00:04<00:07, 40.23it/s, v_num=8, acc1/train=0.812, f1/train=0.812, precision/train=0.812, recall/train=0.812]
Epoch 0: 35%|███▍ | 162/469 [00:04<00:07, 40.23it/s, v_num=8, acc1/train=0.891, f1/train=0.891, precision/train=0.891, recall/train=0.891]
Epoch 0: 35%|███▍ | 163/469 [00:04<00:07, 40.24it/s, v_num=8, acc1/train=0.891, f1/train=0.891, precision/train=0.891, recall/train=0.891]
Epoch 0: 35%|███▍ | 163/469 [00:04<00:07, 40.24it/s, v_num=8, acc1/train=0.820, f1/train=0.820, precision/train=0.820, recall/train=0.820]
Epoch 0: 35%|███▍ | 164/469 [00:04<00:07, 40.25it/s, v_num=8, acc1/train=0.820, f1/train=0.820, precision/train=0.820, recall/train=0.820]
Epoch 0: 35%|███▍ | 164/469 [00:04<00:07, 40.24it/s, v_num=8, acc1/train=0.867, f1/train=0.867, precision/train=0.867, recall/train=0.867]
Epoch 0: 35%|███▌ | 165/469 [00:04<00:07, 40.25it/s, v_num=8, acc1/train=0.867, f1/train=0.867, precision/train=0.867, recall/train=0.867]
Epoch 0: 35%|███▌ | 165/469 [00:04<00:07, 40.25it/s, v_num=8, acc1/train=0.812, f1/train=0.812, precision/train=0.812, recall/train=0.812]
Epoch 0: 35%|███▌ | 166/469 [00:04<00:07, 40.26it/s, v_num=8, acc1/train=0.812, f1/train=0.812, precision/train=0.812, recall/train=0.812]
Epoch 0: 35%|███▌ | 166/469 [00:04<00:07, 40.26it/s, v_num=8, acc1/train=0.859, f1/train=0.859, precision/train=0.859, recall/train=0.859]
Epoch 0: 36%|███▌ | 167/469 [00:04<00:07, 40.27it/s, v_num=8, acc1/train=0.859, f1/train=0.859, precision/train=0.859, recall/train=0.859]
Epoch 0: 36%|███▌ | 167/469 [00:04<00:07, 40.27it/s, v_num=8, acc1/train=0.828, f1/train=0.828, precision/train=0.828, recall/train=0.828]
Epoch 0: 36%|███▌ | 168/469 [00:04<00:07, 40.28it/s, v_num=8, acc1/train=0.828, f1/train=0.828, precision/train=0.828, recall/train=0.828]
Epoch 0: 36%|███▌ | 168/469 [00:04<00:07, 40.27it/s, v_num=8, acc1/train=0.812, f1/train=0.812, precision/train=0.812, recall/train=0.812]
Epoch 0: 36%|███▌ | 169/469 [00:04<00:07, 40.29it/s, v_num=8, acc1/train=0.812, f1/train=0.812, precision/train=0.812, recall/train=0.812]
Epoch 0: 36%|███▌ | 169/469 [00:04<00:07, 40.28it/s, v_num=8, acc1/train=0.875, f1/train=0.875, precision/train=0.875, recall/train=0.875]
Epoch 0: 36%|███▌ | 170/469 [00:04<00:07, 40.30it/s, v_num=8, acc1/train=0.875, f1/train=0.875, precision/train=0.875, recall/train=0.875]
Epoch 0: 36%|███▌ | 170/469 [00:04<00:07, 40.30it/s, v_num=8, acc1/train=0.828, f1/train=0.828, precision/train=0.828, recall/train=0.828]
Epoch 0: 36%|███▋ | 171/469 [00:04<00:07, 40.31it/s, v_num=8, acc1/train=0.828, f1/train=0.828, precision/train=0.828, recall/train=0.828]
Epoch 0: 36%|███▋ | 171/469 [00:04<00:07, 40.31it/s, v_num=8, acc1/train=0.844, f1/train=0.844, precision/train=0.844, recall/train=0.844]
Epoch 0: 37%|███▋ | 172/469 [00:04<00:07, 40.32it/s, v_num=8, acc1/train=0.844, f1/train=0.844, precision/train=0.844, recall/train=0.844]
Epoch 0: 37%|███▋ | 172/469 [00:04<00:07, 40.32it/s, v_num=8, acc1/train=0.891, f1/train=0.891, precision/train=0.891, recall/train=0.891]
Epoch 0: 37%|███▋ | 173/469 [00:04<00:07, 40.30it/s, v_num=8, acc1/train=0.891, f1/train=0.891, precision/train=0.891, recall/train=0.891]
Epoch 0: 37%|███▋ | 173/469 [00:04<00:07, 40.30it/s, v_num=8, acc1/train=0.883, f1/train=0.883, precision/train=0.883, recall/train=0.883]
Epoch 0: 37%|███▋ | 174/469 [00:04<00:07, 40.30it/s, v_num=8, acc1/train=0.883, f1/train=0.883, precision/train=0.883, recall/train=0.883]
Epoch 0: 37%|███▋ | 174/469 [00:04<00:07, 40.29it/s, v_num=8, acc1/train=0.836, f1/train=0.836, precision/train=0.836, recall/train=0.836]
Epoch 0: 37%|███▋ | 175/469 [00:04<00:07, 40.25it/s, v_num=8, acc1/train=0.836, f1/train=0.836, precision/train=0.836, recall/train=0.836]
Epoch 0: 37%|███▋ | 175/469 [00:04<00:07, 40.24it/s, v_num=8, acc1/train=0.867, f1/train=0.867, precision/train=0.867, recall/train=0.867]
Epoch 0: 38%|███▊ | 176/469 [00:04<00:07, 40.24it/s, v_num=8, acc1/train=0.867, f1/train=0.867, precision/train=0.867, recall/train=0.867]
Epoch 0: 38%|███▊ | 176/469 [00:04<00:07, 40.23it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930]
Epoch 0: 38%|███▊ | 177/469 [00:04<00:07, 40.22it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930]
Epoch 0: 38%|███▊ | 177/469 [00:04<00:07, 40.21it/s, v_num=8, acc1/train=0.875, f1/train=0.875, precision/train=0.875, recall/train=0.875]
Epoch 0: 38%|███▊ | 178/469 [00:04<00:07, 40.17it/s, v_num=8, acc1/train=0.875, f1/train=0.875, precision/train=0.875, recall/train=0.875]
Epoch 0: 38%|███▊ | 178/469 [00:04<00:07, 40.16it/s, v_num=8, acc1/train=0.883, f1/train=0.883, precision/train=0.883, recall/train=0.883]
Epoch 0: 38%|███▊ | 179/469 [00:04<00:07, 40.15it/s, v_num=8, acc1/train=0.883, f1/train=0.883, precision/train=0.883, recall/train=0.883]
Epoch 0: 38%|███▊ | 179/469 [00:04<00:07, 40.14it/s, v_num=8, acc1/train=0.875, f1/train=0.875, precision/train=0.875, recall/train=0.875]
Epoch 0: 38%|███▊ | 180/469 [00:04<00:07, 40.12it/s, v_num=8, acc1/train=0.875, f1/train=0.875, precision/train=0.875, recall/train=0.875]
Epoch 0: 38%|███▊ | 180/469 [00:04<00:07, 40.12it/s, v_num=8, acc1/train=0.844, f1/train=0.844, precision/train=0.844, recall/train=0.844]
Epoch 0: 39%|███▊ | 181/469 [00:04<00:07, 40.09it/s, v_num=8, acc1/train=0.844, f1/train=0.844, precision/train=0.844, recall/train=0.844]
Epoch 0: 39%|███▊ | 181/469 [00:04<00:07, 40.08it/s, v_num=8, acc1/train=0.875, f1/train=0.875, precision/train=0.875, recall/train=0.875]
Epoch 0: 39%|███▉ | 182/469 [00:04<00:07, 40.09it/s, v_num=8, acc1/train=0.875, f1/train=0.875, precision/train=0.875, recall/train=0.875]
Epoch 0: 39%|███▉ | 182/469 [00:04<00:07, 40.08it/s, v_num=8, acc1/train=0.836, f1/train=0.836, precision/train=0.836, recall/train=0.836]
Epoch 0: 39%|███▉ | 183/469 [00:04<00:07, 40.08it/s, v_num=8, acc1/train=0.836, f1/train=0.836, precision/train=0.836, recall/train=0.836]
Epoch 0: 39%|███▉ | 183/469 [00:04<00:07, 40.08it/s, v_num=8, acc1/train=0.844, f1/train=0.844, precision/train=0.844, recall/train=0.844]
Epoch 0: 39%|███▉ | 184/469 [00:04<00:07, 40.06it/s, v_num=8, acc1/train=0.844, f1/train=0.844, precision/train=0.844, recall/train=0.844]
Epoch 0: 39%|███▉ | 184/469 [00:04<00:07, 40.06it/s, v_num=8, acc1/train=0.836, f1/train=0.836, precision/train=0.836, recall/train=0.836]
Epoch 0: 39%|███▉ | 185/469 [00:04<00:07, 40.03it/s, v_num=8, acc1/train=0.836, f1/train=0.836, precision/train=0.836, recall/train=0.836]
Epoch 0: 39%|███▉ | 185/469 [00:04<00:07, 40.02it/s, v_num=8, acc1/train=0.812, f1/train=0.812, precision/train=0.812, recall/train=0.812]
Epoch 0: 40%|███▉ | 186/469 [00:04<00:07, 39.92it/s, v_num=8, acc1/train=0.812, f1/train=0.812, precision/train=0.812, recall/train=0.812]
Epoch 0: 40%|███▉ | 186/469 [00:04<00:07, 39.92it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906]
Epoch 0: 40%|███▉ | 187/469 [00:04<00:07, 39.91it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906]
Epoch 0: 40%|███▉ | 187/469 [00:04<00:07, 39.90it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898]
Epoch 0: 40%|████ | 188/469 [00:04<00:07, 39.80it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898]
Epoch 0: 40%|████ | 188/469 [00:04<00:07, 39.80it/s, v_num=8, acc1/train=0.875, f1/train=0.875, precision/train=0.875, recall/train=0.875]
Epoch 0: 40%|████ | 189/469 [00:04<00:07, 39.74it/s, v_num=8, acc1/train=0.875, f1/train=0.875, precision/train=0.875, recall/train=0.875]
Epoch 0: 40%|████ | 189/469 [00:04<00:07, 39.73it/s, v_num=8, acc1/train=0.867, f1/train=0.867, precision/train=0.867, recall/train=0.867]
Epoch 0: 41%|████ | 190/469 [00:04<00:07, 39.73it/s, v_num=8, acc1/train=0.867, f1/train=0.867, precision/train=0.867, recall/train=0.867]
Epoch 0: 41%|████ | 190/469 [00:04<00:07, 39.73it/s, v_num=8, acc1/train=0.859, f1/train=0.859, precision/train=0.859, recall/train=0.859]
Epoch 0: 41%|████ | 191/469 [00:04<00:07, 39.69it/s, v_num=8, acc1/train=0.859, f1/train=0.859, precision/train=0.859, recall/train=0.859]
Epoch 0: 41%|████ | 191/469 [00:04<00:07, 39.69it/s, v_num=8, acc1/train=0.883, f1/train=0.883, precision/train=0.883, recall/train=0.883]
Epoch 0: 41%|████ | 192/469 [00:04<00:06, 39.61it/s, v_num=8, acc1/train=0.883, f1/train=0.883, precision/train=0.883, recall/train=0.883]
Epoch 0: 41%|████ | 192/469 [00:04<00:06, 39.60it/s, v_num=8, acc1/train=0.859, f1/train=0.859, precision/train=0.859, recall/train=0.859]
Epoch 0: 41%|████ | 193/469 [00:04<00:06, 39.53it/s, v_num=8, acc1/train=0.859, f1/train=0.859, precision/train=0.859, recall/train=0.859]
Epoch 0: 41%|████ | 193/469 [00:04<00:06, 39.53it/s, v_num=8, acc1/train=0.844, f1/train=0.844, precision/train=0.844, recall/train=0.844]
Epoch 0: 41%|████▏ | 194/469 [00:04<00:06, 39.51it/s, v_num=8, acc1/train=0.844, f1/train=0.844, precision/train=0.844, recall/train=0.844]
Epoch 0: 41%|████▏ | 194/469 [00:04<00:06, 39.49it/s, v_num=8, acc1/train=0.859, f1/train=0.859, precision/train=0.859, recall/train=0.859]
Epoch 0: 42%|████▏ | 195/469 [00:04<00:06, 39.45it/s, v_num=8, acc1/train=0.859, f1/train=0.859, precision/train=0.859, recall/train=0.859]
Epoch 0: 42%|████▏ | 195/469 [00:04<00:06, 39.45it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898]
Epoch 0: 42%|████▏ | 196/469 [00:04<00:06, 39.47it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898]
Epoch 0: 42%|████▏ | 196/469 [00:04<00:06, 39.46it/s, v_num=8, acc1/train=0.859, f1/train=0.859, precision/train=0.859, recall/train=0.859]
Epoch 0: 42%|████▏ | 197/469 [00:04<00:06, 39.48it/s, v_num=8, acc1/train=0.859, f1/train=0.859, precision/train=0.859, recall/train=0.859]
Epoch 0: 42%|████▏ | 197/469 [00:04<00:06, 39.47it/s, v_num=8, acc1/train=0.875, f1/train=0.875, precision/train=0.875, recall/train=0.875]
Epoch 0: 42%|████▏ | 198/469 [00:05<00:06, 39.47it/s, v_num=8, acc1/train=0.875, f1/train=0.875, precision/train=0.875, recall/train=0.875]
Epoch 0: 42%|████▏ | 198/469 [00:05<00:06, 39.47it/s, v_num=8, acc1/train=0.828, f1/train=0.828, precision/train=0.828, recall/train=0.828]
Epoch 0: 42%|████▏ | 199/469 [00:05<00:06, 39.47it/s, v_num=8, acc1/train=0.828, f1/train=0.828, precision/train=0.828, recall/train=0.828]
Epoch 0: 42%|████▏ | 199/469 [00:05<00:06, 39.47it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906]
Epoch 0: 43%|████▎ | 200/469 [00:05<00:06, 39.48it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906]
Epoch 0: 43%|████▎ | 200/469 [00:05<00:06, 39.48it/s, v_num=8, acc1/train=0.867, f1/train=0.867, precision/train=0.867, recall/train=0.867]
Epoch 0: 43%|████▎ | 201/469 [00:05<00:06, 39.49it/s, v_num=8, acc1/train=0.867, f1/train=0.867, precision/train=0.867, recall/train=0.867]
Epoch 0: 43%|████▎ | 201/469 [00:05<00:06, 39.48it/s, v_num=8, acc1/train=0.836, f1/train=0.836, precision/train=0.836, recall/train=0.836]
Epoch 0: 43%|████▎ | 202/469 [00:05<00:06, 39.49it/s, v_num=8, acc1/train=0.836, f1/train=0.836, precision/train=0.836, recall/train=0.836]
Epoch 0: 43%|████▎ | 202/469 [00:05<00:06, 39.49it/s, v_num=8, acc1/train=0.891, f1/train=0.891, precision/train=0.891, recall/train=0.891]
Epoch 0: 43%|████▎ | 203/469 [00:05<00:06, 39.50it/s, v_num=8, acc1/train=0.891, f1/train=0.891, precision/train=0.891, recall/train=0.891]
Epoch 0: 43%|████▎ | 203/469 [00:05<00:06, 39.50it/s, v_num=8, acc1/train=0.883, f1/train=0.883, precision/train=0.883, recall/train=0.883]
Epoch 0: 43%|████▎ | 204/469 [00:05<00:06, 39.51it/s, v_num=8, acc1/train=0.883, f1/train=0.883, precision/train=0.883, recall/train=0.883]
Epoch 0: 43%|████▎ | 204/469 [00:05<00:06, 39.51it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906]
Epoch 0: 44%|████▎ | 205/469 [00:05<00:06, 39.52it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906]
Epoch 0: 44%|████▎ | 205/469 [00:05<00:06, 39.52it/s, v_num=8, acc1/train=0.914, f1/train=0.914, precision/train=0.914, recall/train=0.914]
Epoch 0: 44%|████▍ | 206/469 [00:05<00:06, 39.53it/s, v_num=8, acc1/train=0.914, f1/train=0.914, precision/train=0.914, recall/train=0.914]
Epoch 0: 44%|████▍ | 206/469 [00:05<00:06, 39.53it/s, v_num=8, acc1/train=0.875, f1/train=0.875, precision/train=0.875, recall/train=0.875]
Epoch 0: 44%|████▍ | 207/469 [00:05<00:06, 39.54it/s, v_num=8, acc1/train=0.875, f1/train=0.875, precision/train=0.875, recall/train=0.875]
Epoch 0: 44%|████▍ | 207/469 [00:05<00:06, 39.54it/s, v_num=8, acc1/train=0.867, f1/train=0.867, precision/train=0.867, recall/train=0.867]
Epoch 0: 44%|████▍ | 208/469 [00:05<00:06, 39.55it/s, v_num=8, acc1/train=0.867, f1/train=0.867, precision/train=0.867, recall/train=0.867]
Epoch 0: 44%|████▍ | 208/469 [00:05<00:06, 39.55it/s, v_num=8, acc1/train=0.844, f1/train=0.844, precision/train=0.844, recall/train=0.844]
Epoch 0: 45%|████▍ | 209/469 [00:05<00:06, 39.56it/s, v_num=8, acc1/train=0.844, f1/train=0.844, precision/train=0.844, recall/train=0.844]
Epoch 0: 45%|████▍ | 209/469 [00:05<00:06, 39.55it/s, v_num=8, acc1/train=0.883, f1/train=0.883, precision/train=0.883, recall/train=0.883]
Epoch 0: 45%|████▍ | 210/469 [00:05<00:06, 39.57it/s, v_num=8, acc1/train=0.883, f1/train=0.883, precision/train=0.883, recall/train=0.883]
Epoch 0: 45%|████▍ | 210/469 [00:05<00:06, 39.56it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922]
Epoch 0: 45%|████▍ | 211/469 [00:05<00:06, 39.58it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922]
Epoch 0: 45%|████▍ | 211/469 [00:05<00:06, 39.57it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930]
Epoch 0: 45%|████▌ | 212/469 [00:05<00:06, 39.59it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930]
Epoch 0: 45%|████▌ | 212/469 [00:05<00:06, 39.58it/s, v_num=8, acc1/train=0.844, f1/train=0.844, precision/train=0.844, recall/train=0.844]
Epoch 0: 45%|████▌ | 213/469 [00:05<00:06, 39.59it/s, v_num=8, acc1/train=0.844, f1/train=0.844, precision/train=0.844, recall/train=0.844]
Epoch 0: 45%|████▌ | 213/469 [00:05<00:06, 39.59it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898]
Epoch 0: 46%|████▌ | 214/469 [00:05<00:06, 39.60it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898]
Epoch 0: 46%|████▌ | 214/469 [00:05<00:06, 39.60it/s, v_num=8, acc1/train=0.867, f1/train=0.867, precision/train=0.867, recall/train=0.867]
Epoch 0: 46%|████▌ | 215/469 [00:05<00:06, 39.61it/s, v_num=8, acc1/train=0.867, f1/train=0.867, precision/train=0.867, recall/train=0.867]
Epoch 0: 46%|████▌ | 215/469 [00:05<00:06, 39.61it/s, v_num=8, acc1/train=0.883, f1/train=0.883, precision/train=0.883, recall/train=0.883]
Epoch 0: 46%|████▌ | 216/469 [00:05<00:06, 39.62it/s, v_num=8, acc1/train=0.883, f1/train=0.883, precision/train=0.883, recall/train=0.883]
Epoch 0: 46%|████▌ | 216/469 [00:05<00:06, 39.62it/s, v_num=8, acc1/train=0.891, f1/train=0.891, precision/train=0.891, recall/train=0.891]
Epoch 0: 46%|████▋ | 217/469 [00:05<00:06, 39.63it/s, v_num=8, acc1/train=0.891, f1/train=0.891, precision/train=0.891, recall/train=0.891]
Epoch 0: 46%|████▋ | 217/469 [00:05<00:06, 39.63it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922]
Epoch 0: 46%|████▋ | 218/469 [00:05<00:06, 39.64it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922]
Epoch 0: 46%|████▋ | 218/469 [00:05<00:06, 39.64it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922]
Epoch 0: 47%|████▋ | 219/469 [00:05<00:06, 39.65it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922]
Epoch 0: 47%|████▋ | 219/469 [00:05<00:06, 39.65it/s, v_num=8, acc1/train=0.883, f1/train=0.883, precision/train=0.883, recall/train=0.883]
Epoch 0: 47%|████▋ | 220/469 [00:05<00:06, 39.66it/s, v_num=8, acc1/train=0.883, f1/train=0.883, precision/train=0.883, recall/train=0.883]
Epoch 0: 47%|████▋ | 220/469 [00:05<00:06, 39.65it/s, v_num=8, acc1/train=0.875, f1/train=0.875, precision/train=0.875, recall/train=0.875]
Epoch 0: 47%|████▋ | 221/469 [00:05<00:06, 39.67it/s, v_num=8, acc1/train=0.875, f1/train=0.875, precision/train=0.875, recall/train=0.875]
Epoch 0: 47%|████▋ | 221/469 [00:05<00:06, 39.66it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906]
Epoch 0: 47%|████▋ | 222/469 [00:05<00:06, 39.68it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906]
Epoch 0: 47%|████▋ | 222/469 [00:05<00:06, 39.67it/s, v_num=8, acc1/train=0.844, f1/train=0.844, precision/train=0.844, recall/train=0.844]
Epoch 0: 48%|████▊ | 223/469 [00:05<00:06, 39.69it/s, v_num=8, acc1/train=0.844, f1/train=0.844, precision/train=0.844, recall/train=0.844]
Epoch 0: 48%|████▊ | 223/469 [00:05<00:06, 39.68it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906]
Epoch 0: 48%|████▊ | 224/469 [00:05<00:06, 39.69it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906]
Epoch 0: 48%|████▊ | 224/469 [00:05<00:06, 39.69it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906]
Epoch 0: 48%|████▊ | 225/469 [00:05<00:06, 39.70it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906]
Epoch 0: 48%|████▊ | 225/469 [00:05<00:06, 39.70it/s, v_num=8, acc1/train=0.867, f1/train=0.867, precision/train=0.867, recall/train=0.867]
Epoch 0: 48%|████▊ | 226/469 [00:05<00:06, 39.71it/s, v_num=8, acc1/train=0.867, f1/train=0.867, precision/train=0.867, recall/train=0.867]
Epoch 0: 48%|████▊ | 226/469 [00:05<00:06, 39.71it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898]
Epoch 0: 48%|████▊ | 227/469 [00:05<00:06, 39.72it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898]
Epoch 0: 48%|████▊ | 227/469 [00:05<00:06, 39.71it/s, v_num=8, acc1/train=0.859, f1/train=0.859, precision/train=0.859, recall/train=0.859]
Epoch 0: 49%|████▊ | 228/469 [00:05<00:06, 39.73it/s, v_num=8, acc1/train=0.859, f1/train=0.859, precision/train=0.859, recall/train=0.859]
Epoch 0: 49%|████▊ | 228/469 [00:05<00:06, 39.72it/s, v_num=8, acc1/train=0.883, f1/train=0.883, precision/train=0.883, recall/train=0.883]
Epoch 0: 49%|████▉ | 229/469 [00:05<00:06, 39.74it/s, v_num=8, acc1/train=0.883, f1/train=0.883, precision/train=0.883, recall/train=0.883]
Epoch 0: 49%|████▉ | 229/469 [00:05<00:06, 39.73it/s, v_num=8, acc1/train=0.875, f1/train=0.875, precision/train=0.875, recall/train=0.875]
Epoch 0: 49%|████▉ | 230/469 [00:05<00:06, 39.75it/s, v_num=8, acc1/train=0.875, f1/train=0.875, precision/train=0.875, recall/train=0.875]
Epoch 0: 49%|████▉ | 230/469 [00:05<00:06, 39.74it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898]
Epoch 0: 49%|████▉ | 231/469 [00:05<00:05, 39.76it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898]
Epoch 0: 49%|████▉ | 231/469 [00:05<00:05, 39.76it/s, v_num=8, acc1/train=0.914, f1/train=0.914, precision/train=0.914, recall/train=0.914]
Epoch 0: 49%|████▉ | 232/469 [00:05<00:05, 39.77it/s, v_num=8, acc1/train=0.914, f1/train=0.914, precision/train=0.914, recall/train=0.914]
Epoch 0: 49%|████▉ | 232/469 [00:05<00:05, 39.77it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930]
Epoch 0: 50%|████▉ | 233/469 [00:05<00:05, 39.78it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930]
Epoch 0: 50%|████▉ | 233/469 [00:05<00:05, 39.78it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922]
Epoch 0: 50%|████▉ | 234/469 [00:05<00:05, 39.79it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922]
Epoch 0: 50%|████▉ | 234/469 [00:05<00:05, 39.79it/s, v_num=8, acc1/train=0.883, f1/train=0.883, precision/train=0.883, recall/train=0.883]
Epoch 0: 50%|█████ | 235/469 [00:05<00:05, 39.80it/s, v_num=8, acc1/train=0.883, f1/train=0.883, precision/train=0.883, recall/train=0.883]
Epoch 0: 50%|█████ | 235/469 [00:05<00:05, 39.80it/s, v_num=8, acc1/train=0.891, f1/train=0.891, precision/train=0.891, recall/train=0.891]
Epoch 0: 50%|█████ | 236/469 [00:05<00:05, 39.81it/s, v_num=8, acc1/train=0.891, f1/train=0.891, precision/train=0.891, recall/train=0.891]
Epoch 0: 50%|█████ | 236/469 [00:05<00:05, 39.81it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953]
Epoch 0: 51%|█████ | 237/469 [00:05<00:05, 39.83it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953]
Epoch 0: 51%|█████ | 237/469 [00:05<00:05, 39.82it/s, v_num=8, acc1/train=0.891, f1/train=0.891, precision/train=0.891, recall/train=0.891]
Epoch 0: 51%|█████ | 238/469 [00:05<00:05, 39.84it/s, v_num=8, acc1/train=0.891, f1/train=0.891, precision/train=0.891, recall/train=0.891]
Epoch 0: 51%|█████ | 238/469 [00:05<00:05, 39.83it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906]
Epoch 0: 51%|█████ | 239/469 [00:05<00:05, 39.85it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906]
Epoch 0: 51%|█████ | 239/469 [00:05<00:05, 39.85it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898]
Epoch 0: 51%|█████ | 240/469 [00:06<00:05, 39.86it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898]
Epoch 0: 51%|█████ | 240/469 [00:06<00:05, 39.86it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945]
Epoch 0: 51%|█████▏ | 241/469 [00:06<00:05, 39.87it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945]
Epoch 0: 51%|█████▏ | 241/469 [00:06<00:05, 39.87it/s, v_num=8, acc1/train=0.867, f1/train=0.867, precision/train=0.867, recall/train=0.867]
Epoch 0: 52%|█████▏ | 242/469 [00:06<00:05, 39.88it/s, v_num=8, acc1/train=0.867, f1/train=0.867, precision/train=0.867, recall/train=0.867]
Epoch 0: 52%|█████▏ | 242/469 [00:06<00:05, 39.87it/s, v_num=8, acc1/train=0.852, f1/train=0.852, precision/train=0.852, recall/train=0.852]
Epoch 0: 52%|█████▏ | 243/469 [00:06<00:05, 39.88it/s, v_num=8, acc1/train=0.852, f1/train=0.852, precision/train=0.852, recall/train=0.852]
Epoch 0: 52%|█████▏ | 243/469 [00:06<00:05, 39.88it/s, v_num=8, acc1/train=0.891, f1/train=0.891, precision/train=0.891, recall/train=0.891]
Epoch 0: 52%|█████▏ | 244/469 [00:06<00:05, 39.89it/s, v_num=8, acc1/train=0.891, f1/train=0.891, precision/train=0.891, recall/train=0.891]
Epoch 0: 52%|█████▏ | 244/469 [00:06<00:05, 39.89it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906]
Epoch 0: 52%|█████▏ | 245/469 [00:06<00:05, 39.90it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906]
Epoch 0: 52%|█████▏ | 245/469 [00:06<00:05, 39.89it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930]
Epoch 0: 52%|█████▏ | 246/469 [00:06<00:05, 39.91it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930]
Epoch 0: 52%|█████▏ | 246/469 [00:06<00:05, 39.90it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906]
Epoch 0: 53%|█████▎ | 247/469 [00:06<00:05, 39.91it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906]
Epoch 0: 53%|█████▎ | 247/469 [00:06<00:05, 39.91it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938]
Epoch 0: 53%|█████▎ | 248/469 [00:06<00:05, 39.92it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938]
Epoch 0: 53%|█████▎ | 248/469 [00:06<00:05, 39.92it/s, v_num=8, acc1/train=0.914, f1/train=0.914, precision/train=0.914, recall/train=0.914]
Epoch 0: 53%|█████▎ | 249/469 [00:06<00:05, 39.93it/s, v_num=8, acc1/train=0.914, f1/train=0.914, precision/train=0.914, recall/train=0.914]
Epoch 0: 53%|█████▎ | 249/469 [00:06<00:05, 39.92it/s, v_num=8, acc1/train=0.883, f1/train=0.883, precision/train=0.883, recall/train=0.883]
Epoch 0: 53%|█████▎ | 250/469 [00:06<00:05, 39.93it/s, v_num=8, acc1/train=0.883, f1/train=0.883, precision/train=0.883, recall/train=0.883]
Epoch 0: 53%|█████▎ | 250/469 [00:06<00:05, 39.93it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945]
Epoch 0: 54%|█████▎ | 251/469 [00:06<00:05, 39.94it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945]
Epoch 0: 54%|█████▎ | 251/469 [00:06<00:05, 39.93it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906]
Epoch 0: 54%|█████▎ | 252/469 [00:06<00:05, 39.94it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906]
Epoch 0: 54%|█████▎ | 252/469 [00:06<00:05, 39.94it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898]
Epoch 0: 54%|█████▍ | 253/469 [00:06<00:05, 39.94it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898]
Epoch 0: 54%|█████▍ | 253/469 [00:06<00:05, 39.93it/s, v_num=8, acc1/train=0.852, f1/train=0.852, precision/train=0.852, recall/train=0.852]
Epoch 0: 54%|█████▍ | 254/469 [00:06<00:05, 39.96it/s, v_num=8, acc1/train=0.852, f1/train=0.852, precision/train=0.852, recall/train=0.852]
Epoch 0: 54%|█████▍ | 254/469 [00:06<00:05, 39.95it/s, v_num=8, acc1/train=0.883, f1/train=0.883, precision/train=0.883, recall/train=0.883]
Epoch 0: 54%|█████▍ | 255/469 [00:06<00:05, 39.98it/s, v_num=8, acc1/train=0.883, f1/train=0.883, precision/train=0.883, recall/train=0.883]
Epoch 0: 54%|█████▍ | 255/469 [00:06<00:05, 39.97it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898]
Epoch 0: 55%|█████▍ | 256/469 [00:06<00:05, 39.98it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898]
Epoch 0: 55%|█████▍ | 256/469 [00:06<00:05, 39.97it/s, v_num=8, acc1/train=0.883, f1/train=0.883, precision/train=0.883, recall/train=0.883]
Epoch 0: 55%|█████▍ | 257/469 [00:06<00:05, 39.97it/s, v_num=8, acc1/train=0.883, f1/train=0.883, precision/train=0.883, recall/train=0.883]
Epoch 0: 55%|█████▍ | 257/469 [00:06<00:05, 39.97it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945]
Epoch 0: 55%|█████▌ | 258/469 [00:06<00:05, 39.99it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945]
Epoch 0: 55%|█████▌ | 258/469 [00:06<00:05, 39.99it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930]
Epoch 0: 55%|█████▌ | 259/469 [00:06<00:05, 39.99it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930]
Epoch 0: 55%|█████▌ | 259/469 [00:06<00:05, 39.99it/s, v_num=8, acc1/train=0.859, f1/train=0.859, precision/train=0.859, recall/train=0.859]
Epoch 0: 55%|█████▌ | 260/469 [00:06<00:05, 40.01it/s, v_num=8, acc1/train=0.859, f1/train=0.859, precision/train=0.859, recall/train=0.859]
Epoch 0: 55%|█████▌ | 260/469 [00:06<00:05, 40.01it/s, v_num=8, acc1/train=0.891, f1/train=0.891, precision/train=0.891, recall/train=0.891]
Epoch 0: 56%|█████▌ | 261/469 [00:06<00:05, 40.01it/s, v_num=8, acc1/train=0.891, f1/train=0.891, precision/train=0.891, recall/train=0.891]
Epoch 0: 56%|█████▌ | 261/469 [00:06<00:05, 40.01it/s, v_num=8, acc1/train=0.891, f1/train=0.891, precision/train=0.891, recall/train=0.891]
Epoch 0: 56%|█████▌ | 262/469 [00:06<00:05, 40.03it/s, v_num=8, acc1/train=0.891, f1/train=0.891, precision/train=0.891, recall/train=0.891]
Epoch 0: 56%|█████▌ | 262/469 [00:06<00:05, 40.03it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922]
Epoch 0: 56%|█████▌ | 263/469 [00:06<00:05, 40.03it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922]
Epoch 0: 56%|█████▌ | 263/469 [00:06<00:05, 40.03it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922]
Epoch 0: 56%|█████▋ | 264/469 [00:06<00:05, 40.04it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922]
Epoch 0: 56%|█████▋ | 264/469 [00:06<00:05, 40.04it/s, v_num=8, acc1/train=0.914, f1/train=0.914, precision/train=0.914, recall/train=0.914]
Epoch 0: 57%|█████▋ | 265/469 [00:06<00:05, 40.05it/s, v_num=8, acc1/train=0.914, f1/train=0.914, precision/train=0.914, recall/train=0.914]
Epoch 0: 57%|█████▋ | 265/469 [00:06<00:05, 40.04it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898]
Epoch 0: 57%|█████▋ | 266/469 [00:06<00:05, 40.07it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898]
Epoch 0: 57%|█████▋ | 266/469 [00:06<00:05, 40.07it/s, v_num=8, acc1/train=0.914, f1/train=0.914, precision/train=0.914, recall/train=0.914]
Epoch 0: 57%|█████▋ | 267/469 [00:06<00:05, 40.07it/s, v_num=8, acc1/train=0.914, f1/train=0.914, precision/train=0.914, recall/train=0.914]
Epoch 0: 57%|█████▋ | 267/469 [00:06<00:05, 40.06it/s, v_num=8, acc1/train=0.891, f1/train=0.891, precision/train=0.891, recall/train=0.891]
Epoch 0: 57%|█████▋ | 268/469 [00:06<00:05, 40.09it/s, v_num=8, acc1/train=0.891, f1/train=0.891, precision/train=0.891, recall/train=0.891]
Epoch 0: 57%|█████▋ | 268/469 [00:06<00:05, 40.09it/s, v_num=8, acc1/train=0.914, f1/train=0.914, precision/train=0.914, recall/train=0.914]
Epoch 0: 57%|█████▋ | 269/469 [00:06<00:04, 40.09it/s, v_num=8, acc1/train=0.914, f1/train=0.914, precision/train=0.914, recall/train=0.914]
Epoch 0: 57%|█████▋ | 269/469 [00:06<00:04, 40.09it/s, v_num=8, acc1/train=0.914, f1/train=0.914, precision/train=0.914, recall/train=0.914]
Epoch 0: 58%|█████▊ | 270/469 [00:06<00:04, 40.10it/s, v_num=8, acc1/train=0.914, f1/train=0.914, precision/train=0.914, recall/train=0.914]
Epoch 0: 58%|█████▊ | 270/469 [00:06<00:04, 40.10it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898]
Epoch 0: 58%|█████▊ | 271/469 [00:06<00:04, 40.10it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898]
Epoch 0: 58%|█████▊ | 271/469 [00:06<00:04, 40.10it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898]
Epoch 0: 58%|█████▊ | 272/469 [00:06<00:04, 40.12it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898]
Epoch 0: 58%|█████▊ | 272/469 [00:06<00:04, 40.12it/s, v_num=8, acc1/train=0.914, f1/train=0.914, precision/train=0.914, recall/train=0.914]
Epoch 0: 58%|█████▊ | 273/469 [00:06<00:04, 40.12it/s, v_num=8, acc1/train=0.914, f1/train=0.914, precision/train=0.914, recall/train=0.914]
Epoch 0: 58%|█████▊ | 273/469 [00:06<00:04, 40.12it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898]
Epoch 0: 58%|█████▊ | 274/469 [00:06<00:04, 40.12it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898]
Epoch 0: 58%|█████▊ | 274/469 [00:06<00:04, 40.11it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898]
Epoch 0: 59%|█████▊ | 275/469 [00:06<00:04, 40.14it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898]
Epoch 0: 59%|█████▊ | 275/469 [00:06<00:04, 40.13it/s, v_num=8, acc1/train=0.891, f1/train=0.891, precision/train=0.891, recall/train=0.891]
Epoch 0: 59%|█████▉ | 276/469 [00:06<00:04, 40.14it/s, v_num=8, acc1/train=0.891, f1/train=0.891, precision/train=0.891, recall/train=0.891]
Epoch 0: 59%|█████▉ | 276/469 [00:06<00:04, 40.13it/s, v_num=8, acc1/train=0.883, f1/train=0.883, precision/train=0.883, recall/train=0.883]
Epoch 0: 59%|█████▉ | 277/469 [00:06<00:04, 40.16it/s, v_num=8, acc1/train=0.883, f1/train=0.883, precision/train=0.883, recall/train=0.883]
Epoch 0: 59%|█████▉ | 277/469 [00:06<00:04, 40.15it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930]
Epoch 0: 59%|█████▉ | 278/469 [00:06<00:04, 40.16it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930]
Epoch 0: 59%|█████▉ | 278/469 [00:06<00:04, 40.15it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898]
Epoch 0: 59%|█████▉ | 279/469 [00:06<00:04, 40.18it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898]
Epoch 0: 59%|█████▉ | 279/469 [00:06<00:04, 40.17it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906]
Epoch 0: 60%|█████▉ | 280/469 [00:06<00:04, 40.17it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906]
Epoch 0: 60%|█████▉ | 280/469 [00:06<00:04, 40.17it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930]
Epoch 0: 60%|█████▉ | 281/469 [00:06<00:04, 40.18it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930]
Epoch 0: 60%|█████▉ | 281/469 [00:06<00:04, 40.18it/s, v_num=8, acc1/train=0.859, f1/train=0.859, precision/train=0.859, recall/train=0.859]
Epoch 0: 60%|██████ | 282/469 [00:07<00:04, 40.20it/s, v_num=8, acc1/train=0.859, f1/train=0.859, precision/train=0.859, recall/train=0.859]
Epoch 0: 60%|██████ | 282/469 [00:07<00:04, 40.20it/s, v_num=8, acc1/train=0.875, f1/train=0.875, precision/train=0.875, recall/train=0.875]
Epoch 0: 60%|██████ | 283/469 [00:07<00:04, 40.20it/s, v_num=8, acc1/train=0.875, f1/train=0.875, precision/train=0.875, recall/train=0.875]
Epoch 0: 60%|██████ | 283/469 [00:07<00:04, 40.20it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898]
Epoch 0: 61%|██████ | 284/469 [00:07<00:04, 40.22it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898]
Epoch 0: 61%|██████ | 284/469 [00:07<00:04, 40.21it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898]
Epoch 0: 61%|██████ | 285/469 [00:07<00:04, 40.22it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898]
Epoch 0: 61%|██████ | 285/469 [00:07<00:04, 40.21it/s, v_num=8, acc1/train=0.875, f1/train=0.875, precision/train=0.875, recall/train=0.875]
Epoch 0: 61%|██████ | 286/469 [00:07<00:04, 40.23it/s, v_num=8, acc1/train=0.875, f1/train=0.875, precision/train=0.875, recall/train=0.875]
Epoch 0: 61%|██████ | 286/469 [00:07<00:04, 40.23it/s, v_num=8, acc1/train=0.875, f1/train=0.875, precision/train=0.875, recall/train=0.875]
Epoch 0: 61%|██████ | 287/469 [00:07<00:04, 40.23it/s, v_num=8, acc1/train=0.875, f1/train=0.875, precision/train=0.875, recall/train=0.875]
Epoch 0: 61%|██████ | 287/469 [00:07<00:04, 40.23it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922]
Epoch 0: 61%|██████▏ | 288/469 [00:07<00:04, 40.22it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922]
Epoch 0: 61%|██████▏ | 288/469 [00:07<00:04, 40.22it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906]
Epoch 0: 62%|██████▏ | 289/469 [00:07<00:04, 40.24it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906]
Epoch 0: 62%|██████▏ | 289/469 [00:07<00:04, 40.24it/s, v_num=8, acc1/train=0.914, f1/train=0.914, precision/train=0.914, recall/train=0.914]
Epoch 0: 62%|██████▏ | 290/469 [00:07<00:04, 40.26it/s, v_num=8, acc1/train=0.914, f1/train=0.914, precision/train=0.914, recall/train=0.914]
Epoch 0: 62%|██████▏ | 290/469 [00:07<00:04, 40.26it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930]
Epoch 0: 62%|██████▏ | 291/469 [00:07<00:04, 40.26it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930]
Epoch 0: 62%|██████▏ | 291/469 [00:07<00:04, 40.26it/s, v_num=8, acc1/train=0.891, f1/train=0.891, precision/train=0.891, recall/train=0.891]
Epoch 0: 62%|██████▏ | 292/469 [00:07<00:04, 40.28it/s, v_num=8, acc1/train=0.891, f1/train=0.891, precision/train=0.891, recall/train=0.891]
Epoch 0: 62%|██████▏ | 292/469 [00:07<00:04, 40.28it/s, v_num=8, acc1/train=0.883, f1/train=0.883, precision/train=0.883, recall/train=0.883]
Epoch 0: 62%|██████▏ | 293/469 [00:07<00:04, 40.28it/s, v_num=8, acc1/train=0.883, f1/train=0.883, precision/train=0.883, recall/train=0.883]
Epoch 0: 62%|██████▏ | 293/469 [00:07<00:04, 40.28it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953]
Epoch 0: 63%|██████▎ | 294/469 [00:07<00:04, 40.30it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953]
Epoch 0: 63%|██████▎ | 294/469 [00:07<00:04, 40.29it/s, v_num=8, acc1/train=0.883, f1/train=0.883, precision/train=0.883, recall/train=0.883]
Epoch 0: 63%|██████▎ | 295/469 [00:07<00:04, 40.30it/s, v_num=8, acc1/train=0.883, f1/train=0.883, precision/train=0.883, recall/train=0.883]
Epoch 0: 63%|██████▎ | 295/469 [00:07<00:04, 40.30it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953]
Epoch 0: 63%|██████▎ | 296/469 [00:07<00:04, 40.30it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953]
Epoch 0: 63%|██████▎ | 296/469 [00:07<00:04, 40.30it/s, v_num=8, acc1/train=0.891, f1/train=0.891, precision/train=0.891, recall/train=0.891]
Epoch 0: 63%|██████▎ | 297/469 [00:07<00:04, 40.31it/s, v_num=8, acc1/train=0.891, f1/train=0.891, precision/train=0.891, recall/train=0.891]
Epoch 0: 63%|██████▎ | 297/469 [00:07<00:04, 40.30it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898]
Epoch 0: 64%|██████▎ | 298/469 [00:07<00:04, 40.31it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898]
Epoch 0: 64%|██████▎ | 298/469 [00:07<00:04, 40.31it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938]
Epoch 0: 64%|██████▍ | 299/469 [00:07<00:04, 40.31it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938]
Epoch 0: 64%|██████▍ | 299/469 [00:07<00:04, 40.31it/s, v_num=8, acc1/train=0.914, f1/train=0.914, precision/train=0.914, recall/train=0.914]
Epoch 0: 64%|██████▍ | 300/469 [00:07<00:04, 40.32it/s, v_num=8, acc1/train=0.914, f1/train=0.914, precision/train=0.914, recall/train=0.914]
Epoch 0: 64%|██████▍ | 300/469 [00:07<00:04, 40.32it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930]
Epoch 0: 64%|██████▍ | 301/469 [00:07<00:04, 40.32it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930]
Epoch 0: 64%|██████▍ | 301/469 [00:07<00:04, 40.32it/s, v_num=8, acc1/train=0.867, f1/train=0.867, precision/train=0.867, recall/train=0.867]
Epoch 0: 64%|██████▍ | 302/469 [00:07<00:04, 40.32it/s, v_num=8, acc1/train=0.867, f1/train=0.867, precision/train=0.867, recall/train=0.867]
Epoch 0: 64%|██████▍ | 302/469 [00:07<00:04, 40.32it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945]
Epoch 0: 65%|██████▍ | 303/469 [00:07<00:04, 40.33it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945]
Epoch 0: 65%|██████▍ | 303/469 [00:07<00:04, 40.33it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930]
Epoch 0: 65%|██████▍ | 304/469 [00:07<00:04, 40.33it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930]
Epoch 0: 65%|██████▍ | 304/469 [00:07<00:04, 40.33it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938]
Epoch 0: 65%|██████▌ | 305/469 [00:07<00:04, 40.34it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938]
Epoch 0: 65%|██████▌ | 305/469 [00:07<00:04, 40.33it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938]
Epoch 0: 65%|██████▌ | 306/469 [00:07<00:04, 40.34it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938]
Epoch 0: 65%|██████▌ | 306/469 [00:07<00:04, 40.34it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922]
Epoch 0: 65%|██████▌ | 307/469 [00:07<00:04, 40.35it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922]
Epoch 0: 65%|██████▌ | 307/469 [00:07<00:04, 40.34it/s, v_num=8, acc1/train=0.914, f1/train=0.914, precision/train=0.914, recall/train=0.914]
Epoch 0: 66%|██████▌ | 308/469 [00:07<00:03, 40.35it/s, v_num=8, acc1/train=0.914, f1/train=0.914, precision/train=0.914, recall/train=0.914]
Epoch 0: 66%|██████▌ | 308/469 [00:07<00:03, 40.35it/s, v_num=8, acc1/train=0.883, f1/train=0.883, precision/train=0.883, recall/train=0.883]
Epoch 0: 66%|██████▌ | 309/469 [00:07<00:03, 40.36it/s, v_num=8, acc1/train=0.883, f1/train=0.883, precision/train=0.883, recall/train=0.883]
Epoch 0: 66%|██████▌ | 309/469 [00:07<00:03, 40.35it/s, v_num=8, acc1/train=0.883, f1/train=0.883, precision/train=0.883, recall/train=0.883]
Epoch 0: 66%|██████▌ | 310/469 [00:07<00:03, 40.36it/s, v_num=8, acc1/train=0.883, f1/train=0.883, precision/train=0.883, recall/train=0.883]
Epoch 0: 66%|██████▌ | 310/469 [00:07<00:03, 40.36it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906]
Epoch 0: 66%|██████▋ | 311/469 [00:07<00:03, 40.37it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906]
Epoch 0: 66%|██████▋ | 311/469 [00:07<00:03, 40.36it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969]
Epoch 0: 67%|██████▋ | 312/469 [00:07<00:03, 40.37it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969]
Epoch 0: 67%|██████▋ | 312/469 [00:07<00:03, 40.37it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930]
Epoch 0: 67%|██████▋ | 313/469 [00:07<00:03, 40.37it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930]
Epoch 0: 67%|██████▋ | 313/469 [00:07<00:03, 40.37it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922]
Epoch 0: 67%|██████▋ | 314/469 [00:07<00:03, 40.38it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922]
Epoch 0: 67%|██████▋ | 314/469 [00:07<00:03, 40.38it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922]
Epoch 0: 67%|██████▋ | 315/469 [00:07<00:03, 40.38it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922]
Epoch 0: 67%|██████▋ | 315/469 [00:07<00:03, 40.38it/s, v_num=8, acc1/train=0.891, f1/train=0.891, precision/train=0.891, recall/train=0.891]
Epoch 0: 67%|██████▋ | 316/469 [00:07<00:03, 40.38it/s, v_num=8, acc1/train=0.891, f1/train=0.891, precision/train=0.891, recall/train=0.891]
Epoch 0: 67%|██████▋ | 316/469 [00:07<00:03, 40.38it/s, v_num=8, acc1/train=0.859, f1/train=0.859, precision/train=0.859, recall/train=0.859]
Epoch 0: 68%|██████▊ | 317/469 [00:07<00:03, 40.38it/s, v_num=8, acc1/train=0.859, f1/train=0.859, precision/train=0.859, recall/train=0.859]
Epoch 0: 68%|██████▊ | 317/469 [00:07<00:03, 40.38it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898]
Epoch 0: 68%|██████▊ | 318/469 [00:07<00:03, 40.39it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898]
Epoch 0: 68%|██████▊ | 318/469 [00:07<00:03, 40.38it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953]
Epoch 0: 68%|██████▊ | 319/469 [00:07<00:03, 40.39it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953]
Epoch 0: 68%|██████▊ | 319/469 [00:07<00:03, 40.39it/s, v_num=8, acc1/train=0.914, f1/train=0.914, precision/train=0.914, recall/train=0.914]
Epoch 0: 68%|██████▊ | 320/469 [00:07<00:03, 40.39it/s, v_num=8, acc1/train=0.914, f1/train=0.914, precision/train=0.914, recall/train=0.914]
Epoch 0: 68%|██████▊ | 320/469 [00:07<00:03, 40.39it/s, v_num=8, acc1/train=0.883, f1/train=0.883, precision/train=0.883, recall/train=0.883]
Epoch 0: 68%|██████▊ | 321/469 [00:07<00:03, 40.39it/s, v_num=8, acc1/train=0.883, f1/train=0.883, precision/train=0.883, recall/train=0.883]
Epoch 0: 68%|██████▊ | 321/469 [00:07<00:03, 40.39it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922]
Epoch 0: 69%|██████▊ | 322/469 [00:07<00:03, 40.40it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922]
Epoch 0: 69%|██████▊ | 322/469 [00:07<00:03, 40.40it/s, v_num=8, acc1/train=0.852, f1/train=0.852, precision/train=0.852, recall/train=0.852]
Epoch 0: 69%|██████▉ | 323/469 [00:07<00:03, 40.40it/s, v_num=8, acc1/train=0.852, f1/train=0.852, precision/train=0.852, recall/train=0.852]
Epoch 0: 69%|██████▉ | 323/469 [00:07<00:03, 40.40it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938]
Epoch 0: 69%|██████▉ | 324/469 [00:08<00:03, 40.41it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938]
Epoch 0: 69%|██████▉ | 324/469 [00:08<00:03, 40.40it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930]
Epoch 0: 69%|██████▉ | 325/469 [00:08<00:03, 40.41it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930]
Epoch 0: 69%|██████▉ | 325/469 [00:08<00:03, 40.41it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898]
Epoch 0: 70%|██████▉ | 326/469 [00:08<00:03, 40.41it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898]
Epoch 0: 70%|██████▉ | 326/469 [00:08<00:03, 40.41it/s, v_num=8, acc1/train=0.867, f1/train=0.867, precision/train=0.867, recall/train=0.867]
Epoch 0: 70%|██████▉ | 327/469 [00:08<00:03, 40.42it/s, v_num=8, acc1/train=0.867, f1/train=0.867, precision/train=0.867, recall/train=0.867]
Epoch 0: 70%|██████▉ | 327/469 [00:08<00:03, 40.41it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922]
Epoch 0: 70%|██████▉ | 328/469 [00:08<00:03, 40.42it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922]
Epoch 0: 70%|██████▉ | 328/469 [00:08<00:03, 40.42it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938]
Epoch 0: 70%|███████ | 329/469 [00:08<00:03, 40.43it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938]
Epoch 0: 70%|███████ | 329/469 [00:08<00:03, 40.42it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906]
Epoch 0: 70%|███████ | 330/469 [00:08<00:03, 40.43it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906]
Epoch 0: 70%|███████ | 330/469 [00:08<00:03, 40.43it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930]
Epoch 0: 71%|███████ | 331/469 [00:08<00:03, 40.43it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930]
Epoch 0: 71%|███████ | 331/469 [00:08<00:03, 40.43it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930]
Epoch 0: 71%|███████ | 332/469 [00:08<00:03, 40.44it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930]
Epoch 0: 71%|███████ | 332/469 [00:08<00:03, 40.43it/s, v_num=8, acc1/train=0.914, f1/train=0.914, precision/train=0.914, recall/train=0.914]
Epoch 0: 71%|███████ | 333/469 [00:08<00:03, 40.44it/s, v_num=8, acc1/train=0.914, f1/train=0.914, precision/train=0.914, recall/train=0.914]
Epoch 0: 71%|███████ | 333/469 [00:08<00:03, 40.44it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906]
Epoch 0: 71%|███████ | 334/469 [00:08<00:03, 40.44it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906]
Epoch 0: 71%|███████ | 334/469 [00:08<00:03, 40.44it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922]
Epoch 0: 71%|███████▏ | 335/469 [00:08<00:03, 40.45it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922]
Epoch 0: 71%|███████▏ | 335/469 [00:08<00:03, 40.45it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898]
Epoch 0: 72%|███████▏ | 336/469 [00:08<00:03, 40.45it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898]
Epoch 0: 72%|███████▏ | 336/469 [00:08<00:03, 40.45it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945]
Epoch 0: 72%|███████▏ | 337/469 [00:08<00:03, 40.46it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945]
Epoch 0: 72%|███████▏ | 337/469 [00:08<00:03, 40.45it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938]
Epoch 0: 72%|███████▏ | 338/469 [00:08<00:03, 40.46it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938]
Epoch 0: 72%|███████▏ | 338/469 [00:08<00:03, 40.46it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906]
Epoch 0: 72%|███████▏ | 339/469 [00:08<00:03, 40.47it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906]
Epoch 0: 72%|███████▏ | 339/469 [00:08<00:03, 40.46it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898]
Epoch 0: 72%|███████▏ | 340/469 [00:08<00:03, 40.47it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898]
Epoch 0: 72%|███████▏ | 340/469 [00:08<00:03, 40.47it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938]
Epoch 0: 73%|███████▎ | 341/469 [00:08<00:03, 40.47it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938]
Epoch 0: 73%|███████▎ | 341/469 [00:08<00:03, 40.47it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906]
Epoch 0: 73%|███████▎ | 342/469 [00:08<00:03, 40.48it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906]
Epoch 0: 73%|███████▎ | 342/469 [00:08<00:03, 40.47it/s, v_num=8, acc1/train=0.891, f1/train=0.891, precision/train=0.891, recall/train=0.891]
Epoch 0: 73%|███████▎ | 343/469 [00:08<00:03, 40.48it/s, v_num=8, acc1/train=0.891, f1/train=0.891, precision/train=0.891, recall/train=0.891]
Epoch 0: 73%|███████▎ | 343/469 [00:08<00:03, 40.48it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945]
Epoch 0: 73%|███████▎ | 344/469 [00:08<00:03, 40.48it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945]
Epoch 0: 73%|███████▎ | 344/469 [00:08<00:03, 40.48it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945]
Epoch 0: 74%|███████▎ | 345/469 [00:08<00:03, 40.49it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945]
Epoch 0: 74%|███████▎ | 345/469 [00:08<00:03, 40.49it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945]
Epoch 0: 74%|███████▍ | 346/469 [00:08<00:03, 40.49it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945]
Epoch 0: 74%|███████▍ | 346/469 [00:08<00:03, 40.49it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898]
Epoch 0: 74%|███████▍ | 347/469 [00:08<00:03, 40.50it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898]
Epoch 0: 74%|███████▍ | 347/469 [00:08<00:03, 40.49it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930]
Epoch 0: 74%|███████▍ | 348/469 [00:08<00:02, 40.50it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930]
Epoch 0: 74%|███████▍ | 348/469 [00:08<00:02, 40.50it/s, v_num=8, acc1/train=0.891, f1/train=0.891, precision/train=0.891, recall/train=0.891]
Epoch 0: 74%|███████▍ | 349/469 [00:08<00:02, 40.50it/s, v_num=8, acc1/train=0.891, f1/train=0.891, precision/train=0.891, recall/train=0.891]
Epoch 0: 74%|███████▍ | 349/469 [00:08<00:02, 40.50it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930]
Epoch 0: 75%|███████▍ | 350/469 [00:08<00:02, 40.51it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930]
Epoch 0: 75%|███████▍ | 350/469 [00:08<00:02, 40.50it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906]
Epoch 0: 75%|███████▍ | 351/469 [00:08<00:02, 40.51it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906]
Epoch 0: 75%|███████▍ | 351/469 [00:08<00:02, 40.50it/s, v_num=8, acc1/train=0.891, f1/train=0.891, precision/train=0.891, recall/train=0.891]
Epoch 0: 75%|███████▌ | 352/469 [00:08<00:02, 40.51it/s, v_num=8, acc1/train=0.891, f1/train=0.891, precision/train=0.891, recall/train=0.891]
Epoch 0: 75%|███████▌ | 352/469 [00:08<00:02, 40.51it/s, v_num=8, acc1/train=0.859, f1/train=0.859, precision/train=0.859, recall/train=0.859]
Epoch 0: 75%|███████▌ | 353/469 [00:08<00:02, 40.52it/s, v_num=8, acc1/train=0.859, f1/train=0.859, precision/train=0.859, recall/train=0.859]
Epoch 0: 75%|███████▌ | 353/469 [00:08<00:02, 40.51it/s, v_num=8, acc1/train=0.867, f1/train=0.867, precision/train=0.867, recall/train=0.867]
Epoch 0: 75%|███████▌ | 354/469 [00:08<00:02, 40.52it/s, v_num=8, acc1/train=0.867, f1/train=0.867, precision/train=0.867, recall/train=0.867]
Epoch 0: 75%|███████▌ | 354/469 [00:08<00:02, 40.52it/s, v_num=8, acc1/train=0.891, f1/train=0.891, precision/train=0.891, recall/train=0.891]
Epoch 0: 76%|███████▌ | 355/469 [00:08<00:02, 40.52it/s, v_num=8, acc1/train=0.891, f1/train=0.891, precision/train=0.891, recall/train=0.891]
Epoch 0: 76%|███████▌ | 355/469 [00:08<00:02, 40.52it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922]
Epoch 0: 76%|███████▌ | 356/469 [00:08<00:02, 40.52it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922]
Epoch 0: 76%|███████▌ | 356/469 [00:08<00:02, 40.52it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898]
Epoch 0: 76%|███████▌ | 357/469 [00:08<00:02, 40.53it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898]
Epoch 0: 76%|███████▌ | 357/469 [00:08<00:02, 40.53it/s, v_num=8, acc1/train=0.883, f1/train=0.883, precision/train=0.883, recall/train=0.883]
Epoch 0: 76%|███████▋ | 358/469 [00:08<00:02, 40.55it/s, v_num=8, acc1/train=0.883, f1/train=0.883, precision/train=0.883, recall/train=0.883]
Epoch 0: 76%|███████▋ | 358/469 [00:08<00:02, 40.54it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930]
Epoch 0: 77%|███████▋ | 359/469 [00:08<00:02, 40.55it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930]
Epoch 0: 77%|███████▋ | 359/469 [00:08<00:02, 40.54it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953]
Epoch 0: 77%|███████▋ | 360/469 [00:08<00:02, 40.56it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953]
Epoch 0: 77%|███████▋ | 360/469 [00:08<00:02, 40.56it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930]
Epoch 0: 77%|███████▋ | 361/469 [00:08<00:02, 40.56it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930]
Epoch 0: 77%|███████▋ | 361/469 [00:08<00:02, 40.55it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945]
Epoch 0: 77%|███████▋ | 362/469 [00:08<00:02, 40.57it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945]
Epoch 0: 77%|███████▋ | 362/469 [00:08<00:02, 40.57it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922]
Epoch 0: 77%|███████▋ | 363/469 [00:08<00:02, 40.57it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922]
Epoch 0: 77%|███████▋ | 363/469 [00:08<00:02, 40.57it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938]
Epoch 0: 78%|███████▊ | 364/469 [00:08<00:02, 40.57it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938]
Epoch 0: 78%|███████▊ | 364/469 [00:08<00:02, 40.57it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906]
Epoch 0: 78%|███████▊ | 365/469 [00:08<00:02, 40.57it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906]
Epoch 0: 78%|███████▊ | 365/469 [00:08<00:02, 40.57it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906]
Epoch 0: 78%|███████▊ | 366/469 [00:09<00:02, 40.58it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906]
Epoch 0: 78%|███████▊ | 366/469 [00:09<00:02, 40.58it/s, v_num=8, acc1/train=0.914, f1/train=0.914, precision/train=0.914, recall/train=0.914]
Epoch 0: 78%|███████▊ | 367/469 [00:09<00:02, 40.58it/s, v_num=8, acc1/train=0.914, f1/train=0.914, precision/train=0.914, recall/train=0.914]
Epoch 0: 78%|███████▊ | 367/469 [00:09<00:02, 40.58it/s, v_num=8, acc1/train=0.883, f1/train=0.883, precision/train=0.883, recall/train=0.883]
Epoch 0: 78%|███████▊ | 368/469 [00:09<00:02, 40.59it/s, v_num=8, acc1/train=0.883, f1/train=0.883, precision/train=0.883, recall/train=0.883]
Epoch 0: 78%|███████▊ | 368/469 [00:09<00:02, 40.59it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938]
Epoch 0: 79%|███████▊ | 369/469 [00:09<00:02, 40.59it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938]
Epoch 0: 79%|███████▊ | 369/469 [00:09<00:02, 40.59it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898]
Epoch 0: 79%|███████▉ | 370/469 [00:09<00:02, 40.60it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898]
Epoch 0: 79%|███████▉ | 370/469 [00:09<00:02, 40.60it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938]
Epoch 0: 79%|███████▉ | 371/469 [00:09<00:02, 40.60it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938]
Epoch 0: 79%|███████▉ | 371/469 [00:09<00:02, 40.60it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930]
Epoch 0: 79%|███████▉ | 372/469 [00:09<00:02, 40.61it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930]
Epoch 0: 79%|███████▉ | 372/469 [00:09<00:02, 40.61it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953]
Epoch 0: 80%|███████▉ | 373/469 [00:09<00:02, 40.61it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953]
Epoch 0: 80%|███████▉ | 373/469 [00:09<00:02, 40.61it/s, v_num=8, acc1/train=0.914, f1/train=0.914, precision/train=0.914, recall/train=0.914]
Epoch 0: 80%|███████▉ | 374/469 [00:09<00:02, 40.62it/s, v_num=8, acc1/train=0.914, f1/train=0.914, precision/train=0.914, recall/train=0.914]
Epoch 0: 80%|███████▉ | 374/469 [00:09<00:02, 40.62it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922]
Epoch 0: 80%|███████▉ | 375/469 [00:09<00:02, 40.62it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922]
Epoch 0: 80%|███████▉ | 375/469 [00:09<00:02, 40.62it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953]
Epoch 0: 80%|████████ | 376/469 [00:09<00:02, 40.62it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953]
Epoch 0: 80%|████████ | 376/469 [00:09<00:02, 40.62it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945]
Epoch 0: 80%|████████ | 377/469 [00:09<00:02, 40.63it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945]
Epoch 0: 80%|████████ | 377/469 [00:09<00:02, 40.63it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945]
Epoch 0: 81%|████████ | 378/469 [00:09<00:02, 40.63it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945]
Epoch 0: 81%|████████ | 378/469 [00:09<00:02, 40.63it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945]
Epoch 0: 81%|████████ | 379/469 [00:09<00:02, 40.65it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945]
Epoch 0: 81%|████████ | 379/469 [00:09<00:02, 40.65it/s, v_num=8, acc1/train=0.875, f1/train=0.875, precision/train=0.875, recall/train=0.875]
Epoch 0: 81%|████████ | 380/469 [00:09<00:02, 40.65it/s, v_num=8, acc1/train=0.875, f1/train=0.875, precision/train=0.875, recall/train=0.875]
Epoch 0: 81%|████████ | 380/469 [00:09<00:02, 40.65it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930]
Epoch 0: 81%|████████ | 381/469 [00:09<00:02, 40.66it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930]
Epoch 0: 81%|████████ | 381/469 [00:09<00:02, 40.66it/s, v_num=8, acc1/train=0.914, f1/train=0.914, precision/train=0.914, recall/train=0.914]
Epoch 0: 81%|████████▏ | 382/469 [00:09<00:02, 40.66it/s, v_num=8, acc1/train=0.914, f1/train=0.914, precision/train=0.914, recall/train=0.914]
Epoch 0: 81%|████████▏ | 382/469 [00:09<00:02, 40.65it/s, v_num=8, acc1/train=0.883, f1/train=0.883, precision/train=0.883, recall/train=0.883]
Epoch 0: 82%|████████▏ | 383/469 [00:09<00:02, 40.67it/s, v_num=8, acc1/train=0.883, f1/train=0.883, precision/train=0.883, recall/train=0.883]
Epoch 0: 82%|████████▏ | 383/469 [00:09<00:02, 40.67it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945]
Epoch 0: 82%|████████▏ | 384/469 [00:09<00:02, 40.67it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945]
Epoch 0: 82%|████████▏ | 384/469 [00:09<00:02, 40.67it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945]
Epoch 0: 82%|████████▏ | 385/469 [00:09<00:02, 40.68it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945]
Epoch 0: 82%|████████▏ | 385/469 [00:09<00:02, 40.68it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961]
Epoch 0: 82%|████████▏ | 386/469 [00:09<00:02, 40.68it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961]
Epoch 0: 82%|████████▏ | 386/469 [00:09<00:02, 40.68it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906]
Epoch 0: 83%|████████▎ | 387/469 [00:09<00:02, 40.69it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906]
Epoch 0: 83%|████████▎ | 387/469 [00:09<00:02, 40.69it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961]
Epoch 0: 83%|████████▎ | 388/469 [00:09<00:01, 40.69it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961]
Epoch 0: 83%|████████▎ | 388/469 [00:09<00:01, 40.69it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922]
Epoch 0: 83%|████████▎ | 389/469 [00:09<00:01, 40.71it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922]
Epoch 0: 83%|████████▎ | 389/469 [00:09<00:01, 40.70it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898]
Epoch 0: 83%|████████▎ | 390/469 [00:09<00:01, 40.71it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898]
Epoch 0: 83%|████████▎ | 390/469 [00:09<00:01, 40.70it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930]
Epoch 0: 83%|████████▎ | 391/469 [00:09<00:01, 40.72it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930]
Epoch 0: 83%|████████▎ | 391/469 [00:09<00:01, 40.72it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922]
Epoch 0: 84%|████████▎ | 392/469 [00:09<00:01, 40.72it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922]
Epoch 0: 84%|████████▎ | 392/469 [00:09<00:01, 40.72it/s, v_num=8, acc1/train=0.914, f1/train=0.914, precision/train=0.914, recall/train=0.914]
Epoch 0: 84%|████████▍ | 393/469 [00:09<00:01, 40.73it/s, v_num=8, acc1/train=0.914, f1/train=0.914, precision/train=0.914, recall/train=0.914]
Epoch 0: 84%|████████▍ | 393/469 [00:09<00:01, 40.73it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930]
Epoch 0: 84%|████████▍ | 394/469 [00:09<00:01, 40.73it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930]
Epoch 0: 84%|████████▍ | 394/469 [00:09<00:01, 40.73it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898]
Epoch 0: 84%|████████▍ | 395/469 [00:09<00:01, 40.75it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898]
Epoch 0: 84%|████████▍ | 395/469 [00:09<00:01, 40.74it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930]
Epoch 0: 84%|████████▍ | 396/469 [00:09<00:01, 40.75it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930]
Epoch 0: 84%|████████▍ | 396/469 [00:09<00:01, 40.74it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953]
Epoch 0: 85%|████████▍ | 397/469 [00:09<00:01, 40.76it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953]
Epoch 0: 85%|████████▍ | 397/469 [00:09<00:01, 40.76it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898]
Epoch 0: 85%|████████▍ | 398/469 [00:09<00:01, 40.76it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898]
Epoch 0: 85%|████████▍ | 398/469 [00:09<00:01, 40.76it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953]
Epoch 0: 85%|████████▌ | 399/469 [00:09<00:01, 40.77it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953]
Epoch 0: 85%|████████▌ | 399/469 [00:09<00:01, 40.77it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945]
Epoch 0: 85%|████████▌ | 400/469 [00:09<00:01, 40.77it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945]
Epoch 0: 85%|████████▌ | 400/469 [00:09<00:01, 40.76it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930]
Epoch 0: 86%|████████▌ | 401/469 [00:09<00:01, 40.78it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930]
Epoch 0: 86%|████████▌ | 401/469 [00:09<00:01, 40.77it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930]
Epoch 0: 86%|████████▌ | 402/469 [00:09<00:01, 40.78it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930]
Epoch 0: 86%|████████▌ | 402/469 [00:09<00:01, 40.77it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930]
Epoch 0: 86%|████████▌ | 403/469 [00:09<00:01, 40.79it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930]
Epoch 0: 86%|████████▌ | 403/469 [00:09<00:01, 40.79it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945]
Epoch 0: 86%|████████▌ | 404/469 [00:09<00:01, 40.79it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945]
Epoch 0: 86%|████████▌ | 404/469 [00:09<00:01, 40.78it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961]
Epoch 0: 86%|████████▋ | 405/469 [00:09<00:01, 40.80it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961]
Epoch 0: 86%|████████▋ | 405/469 [00:09<00:01, 40.80it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938]
Epoch 0: 87%|████████▋ | 406/469 [00:09<00:01, 40.80it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938]
Epoch 0: 87%|████████▋ | 406/469 [00:09<00:01, 40.80it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961]
Epoch 0: 87%|████████▋ | 407/469 [00:09<00:01, 40.81it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961]
Epoch 0: 87%|████████▋ | 407/469 [00:09<00:01, 40.81it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961]
Epoch 0: 87%|████████▋ | 408/469 [00:09<00:01, 40.81it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961]
Epoch 0: 87%|████████▋ | 408/469 [00:09<00:01, 40.81it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945]
Epoch 0: 87%|████████▋ | 409/469 [00:10<00:01, 40.82it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945]
Epoch 0: 87%|████████▋ | 409/469 [00:10<00:01, 40.82it/s, v_num=8, acc1/train=0.914, f1/train=0.914, precision/train=0.914, recall/train=0.914]
Epoch 0: 87%|████████▋ | 410/469 [00:10<00:01, 40.82it/s, v_num=8, acc1/train=0.914, f1/train=0.914, precision/train=0.914, recall/train=0.914]
Epoch 0: 87%|████████▋ | 410/469 [00:10<00:01, 40.82it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906]
Epoch 0: 88%|████████▊ | 411/469 [00:10<00:01, 40.83it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906]
Epoch 0: 88%|████████▊ | 411/469 [00:10<00:01, 40.83it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945]
Epoch 0: 88%|████████▊ | 412/469 [00:10<00:01, 40.83it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945]
Epoch 0: 88%|████████▊ | 412/469 [00:10<00:01, 40.83it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969]
Epoch 0: 88%|████████▊ | 413/469 [00:10<00:01, 40.84it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969]
Epoch 0: 88%|████████▊ | 413/469 [00:10<00:01, 40.84it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961]
Epoch 0: 88%|████████▊ | 414/469 [00:10<00:01, 40.84it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961]
Epoch 0: 88%|████████▊ | 414/469 [00:10<00:01, 40.84it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953]
Epoch 0: 88%|████████▊ | 415/469 [00:10<00:01, 40.85it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953]
Epoch 0: 88%|████████▊ | 415/469 [00:10<00:01, 40.85it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922]
Epoch 0: 89%|████████▊ | 416/469 [00:10<00:01, 40.85it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922]
Epoch 0: 89%|████████▊ | 416/469 [00:10<00:01, 40.85it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938]
Epoch 0: 89%|████████▉ | 417/469 [00:10<00:01, 40.86it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938]
Epoch 0: 89%|████████▉ | 417/469 [00:10<00:01, 40.86it/s, v_num=8, acc1/train=0.914, f1/train=0.914, precision/train=0.914, recall/train=0.914]
Epoch 0: 89%|████████▉ | 418/469 [00:10<00:01, 40.86it/s, v_num=8, acc1/train=0.914, f1/train=0.914, precision/train=0.914, recall/train=0.914]
Epoch 0: 89%|████████▉ | 418/469 [00:10<00:01, 40.86it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953]
Epoch 0: 89%|████████▉ | 419/469 [00:10<00:01, 40.87it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953]
Epoch 0: 89%|████████▉ | 419/469 [00:10<00:01, 40.87it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906]
Epoch 0: 90%|████████▉ | 420/469 [00:10<00:01, 40.87it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906]
Epoch 0: 90%|████████▉ | 420/469 [00:10<00:01, 40.87it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898]
Epoch 0: 90%|████████▉ | 421/469 [00:10<00:01, 40.88it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898]
Epoch 0: 90%|████████▉ | 421/469 [00:10<00:01, 40.88it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938]
Epoch 0: 90%|████████▉ | 422/469 [00:10<00:01, 40.88it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938]
Epoch 0: 90%|████████▉ | 422/469 [00:10<00:01, 40.88it/s, v_num=8, acc1/train=0.867, f1/train=0.867, precision/train=0.867, recall/train=0.867]
Epoch 0: 90%|█████████ | 423/469 [00:10<00:01, 40.89it/s, v_num=8, acc1/train=0.867, f1/train=0.867, precision/train=0.867, recall/train=0.867]
Epoch 0: 90%|█████████ | 423/469 [00:10<00:01, 40.89it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953]
Epoch 0: 90%|█████████ | 424/469 [00:10<00:01, 40.89it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953]
Epoch 0: 90%|█████████ | 424/469 [00:10<00:01, 40.89it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953]
Epoch 0: 91%|█████████ | 425/469 [00:10<00:01, 40.90it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953]
Epoch 0: 91%|█████████ | 425/469 [00:10<00:01, 40.90it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938]
Epoch 0: 91%|█████████ | 426/469 [00:10<00:01, 40.90it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938]
Epoch 0: 91%|█████████ | 426/469 [00:10<00:01, 40.90it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930]
Epoch 0: 91%|█████████ | 427/469 [00:10<00:01, 40.89it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930]
Epoch 0: 91%|█████████ | 427/469 [00:10<00:01, 40.89it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930]
Epoch 0: 91%|█████████▏| 428/469 [00:10<00:01, 40.89it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930]
Epoch 0: 91%|█████████▏| 428/469 [00:10<00:01, 40.89it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930]
Epoch 0: 91%|█████████▏| 429/469 [00:10<00:00, 40.89it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930]
Epoch 0: 91%|█████████▏| 429/469 [00:10<00:00, 40.89it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930]
Epoch 0: 92%|█████████▏| 430/469 [00:10<00:00, 40.89it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930]
Epoch 0: 92%|█████████▏| 430/469 [00:10<00:00, 40.89it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945]
Epoch 0: 92%|█████████▏| 431/469 [00:10<00:00, 40.90it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945]
Epoch 0: 92%|█████████▏| 431/469 [00:10<00:00, 40.89it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984]
Epoch 0: 92%|█████████▏| 432/469 [00:10<00:00, 40.90it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984]
Epoch 0: 92%|█████████▏| 432/469 [00:10<00:00, 40.90it/s, v_num=8, acc1/train=0.914, f1/train=0.914, precision/train=0.914, recall/train=0.914]
Epoch 0: 92%|█████████▏| 433/469 [00:10<00:00, 40.90it/s, v_num=8, acc1/train=0.914, f1/train=0.914, precision/train=0.914, recall/train=0.914]
Epoch 0: 92%|█████████▏| 433/469 [00:10<00:00, 40.90it/s, v_num=8, acc1/train=0.891, f1/train=0.891, precision/train=0.891, recall/train=0.891]
Epoch 0: 93%|█████████▎| 434/469 [00:10<00:00, 40.90it/s, v_num=8, acc1/train=0.891, f1/train=0.891, precision/train=0.891, recall/train=0.891]
Epoch 0: 93%|█████████▎| 434/469 [00:10<00:00, 40.90it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977]
Epoch 0: 93%|█████████▎| 435/469 [00:10<00:00, 40.90it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977]
Epoch 0: 93%|█████████▎| 435/469 [00:10<00:00, 40.90it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953]
Epoch 0: 93%|█████████▎| 436/469 [00:10<00:00, 40.91it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953]
Epoch 0: 93%|█████████▎| 436/469 [00:10<00:00, 40.90it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953]
Epoch 0: 93%|█████████▎| 437/469 [00:10<00:00, 40.91it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953]
Epoch 0: 93%|█████████▎| 437/469 [00:10<00:00, 40.91it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938]
Epoch 0: 93%|█████████▎| 438/469 [00:10<00:00, 40.91it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938]
Epoch 0: 93%|█████████▎| 438/469 [00:10<00:00, 40.91it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961]
Epoch 0: 94%|█████████▎| 439/469 [00:10<00:00, 40.91it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961]
Epoch 0: 94%|█████████▎| 439/469 [00:10<00:00, 40.91it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930]
Epoch 0: 94%|█████████▍| 440/469 [00:10<00:00, 40.91it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930]
Epoch 0: 94%|█████████▍| 440/469 [00:10<00:00, 40.91it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938]
Epoch 0: 94%|█████████▍| 441/469 [00:10<00:00, 40.92it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938]
Epoch 0: 94%|█████████▍| 441/469 [00:10<00:00, 40.92it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930]
Epoch 0: 94%|█████████▍| 442/469 [00:10<00:00, 40.92it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930]
Epoch 0: 94%|█████████▍| 442/469 [00:10<00:00, 40.92it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898]
Epoch 0: 94%|█████████▍| 443/469 [00:10<00:00, 40.92it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898]
Epoch 0: 94%|█████████▍| 443/469 [00:10<00:00, 40.92it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922]
Epoch 0: 95%|█████████▍| 444/469 [00:10<00:00, 40.92it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922]
Epoch 0: 95%|█████████▍| 444/469 [00:10<00:00, 40.92it/s, v_num=8, acc1/train=0.914, f1/train=0.914, precision/train=0.914, recall/train=0.914]
Epoch 0: 95%|█████████▍| 445/469 [00:10<00:00, 40.92it/s, v_num=8, acc1/train=0.914, f1/train=0.914, precision/train=0.914, recall/train=0.914]
Epoch 0: 95%|█████████▍| 445/469 [00:10<00:00, 40.92it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953]
Epoch 0: 95%|█████████▌| 446/469 [00:10<00:00, 40.93it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953]
Epoch 0: 95%|█████████▌| 446/469 [00:10<00:00, 40.92it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898]
Epoch 0: 95%|█████████▌| 447/469 [00:10<00:00, 40.92it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898]
Epoch 0: 95%|█████████▌| 447/469 [00:10<00:00, 40.92it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906]
Epoch 0: 96%|█████████▌| 448/469 [00:10<00:00, 40.93it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906]
Epoch 0: 96%|█████████▌| 448/469 [00:10<00:00, 40.93it/s, v_num=8, acc1/train=0.875, f1/train=0.875, precision/train=0.875, recall/train=0.875]
Epoch 0: 96%|█████████▌| 449/469 [00:10<00:00, 40.94it/s, v_num=8, acc1/train=0.875, f1/train=0.875, precision/train=0.875, recall/train=0.875]
Epoch 0: 96%|█████████▌| 449/469 [00:10<00:00, 40.93it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938]
Epoch 0: 96%|█████████▌| 450/469 [00:10<00:00, 40.97it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938]
Epoch 0: 96%|█████████▌| 450/469 [00:10<00:00, 40.97it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969]
Epoch 0: 96%|█████████▌| 451/469 [00:11<00:00, 41.00it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969]
Epoch 0: 96%|█████████▌| 451/469 [00:11<00:00, 40.99it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953]
Epoch 0: 96%|█████████▋| 452/469 [00:11<00:00, 41.00it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953]
Epoch 0: 96%|█████████▋| 452/469 [00:11<00:00, 41.00it/s, v_num=8, acc1/train=0.914, f1/train=0.914, precision/train=0.914, recall/train=0.914]
Epoch 0: 97%|█████████▋| 453/469 [00:11<00:00, 41.04it/s, v_num=8, acc1/train=0.914, f1/train=0.914, precision/train=0.914, recall/train=0.914]
Epoch 0: 97%|█████████▋| 453/469 [00:11<00:00, 41.03it/s, v_num=8, acc1/train=0.914, f1/train=0.914, precision/train=0.914, recall/train=0.914]
Epoch 0: 97%|█████████▋| 454/469 [00:11<00:00, 41.07it/s, v_num=8, acc1/train=0.914, f1/train=0.914, precision/train=0.914, recall/train=0.914]
Epoch 0: 97%|█████████▋| 454/469 [00:11<00:00, 41.06it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938]
Epoch 0: 97%|█████████▋| 455/469 [00:11<00:00, 41.10it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938]
Epoch 0: 97%|█████████▋| 455/469 [00:11<00:00, 41.09it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922]
Epoch 0: 97%|█████████▋| 456/469 [00:11<00:00, 41.13it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922]
Epoch 0: 97%|█████████▋| 456/469 [00:11<00:00, 41.13it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906]
Epoch 0: 97%|█████████▋| 457/469 [00:11<00:00, 41.16it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906]
Epoch 0: 97%|█████████▋| 457/469 [00:11<00:00, 41.16it/s, v_num=8, acc1/train=0.914, f1/train=0.914, precision/train=0.914, recall/train=0.914]
Epoch 0: 98%|█████████▊| 458/469 [00:11<00:00, 41.19it/s, v_num=8, acc1/train=0.914, f1/train=0.914, precision/train=0.914, recall/train=0.914]
Epoch 0: 98%|█████████▊| 458/469 [00:11<00:00, 41.19it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953]
Epoch 0: 98%|█████████▊| 459/469 [00:11<00:00, 41.22it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953]
Epoch 0: 98%|█████████▊| 459/469 [00:11<00:00, 41.22it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898]
Epoch 0: 98%|█████████▊| 460/469 [00:11<00:00, 41.25it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898]
Epoch 0: 98%|█████████▊| 460/469 [00:11<00:00, 41.25it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953]
Epoch 0: 98%|█████████▊| 461/469 [00:11<00:00, 41.28it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953]
Epoch 0: 98%|█████████▊| 461/469 [00:11<00:00, 41.28it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945]
Epoch 0: 99%|█████████▊| 462/469 [00:11<00:00, 41.31it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945]
Epoch 0: 99%|█████████▊| 462/469 [00:11<00:00, 41.31it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922]
Epoch 0: 99%|█████████▊| 463/469 [00:11<00:00, 41.34it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922]
Epoch 0: 99%|█████████▊| 463/469 [00:11<00:00, 41.34it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922]
Epoch 0: 99%|█████████▉| 464/469 [00:11<00:00, 41.37it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922]
Epoch 0: 99%|█████████▉| 464/469 [00:11<00:00, 41.37it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906]
Epoch 0: 99%|█████████▉| 465/469 [00:11<00:00, 41.40it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906]
Epoch 0: 99%|█████████▉| 465/469 [00:11<00:00, 41.40it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945]
Epoch 0: 99%|█████████▉| 466/469 [00:11<00:00, 41.43it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945]
Epoch 0: 99%|█████████▉| 466/469 [00:11<00:00, 41.43it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930]
Epoch 0: 100%|█████████▉| 467/469 [00:11<00:00, 41.46it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930]
Epoch 0: 100%|█████████▉| 467/469 [00:11<00:00, 41.46it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953]
Epoch 0: 100%|█████████▉| 468/469 [00:11<00:00, 41.49it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953]
Epoch 0: 100%|█████████▉| 468/469 [00:11<00:00, 41.49it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930]
Epoch 0: 100%|██████████| 469/469 [00:11<00:00, 41.50it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930]
Epoch 0: 100%|██████████| 469/469 [00:11<00:00, 41.50it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938]
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Epoch 0: 100%|██████████| 469/469 [00:12<00:00, 36.70it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 0: 100%|██████████| 469/469 [00:12<00:00, 36.69it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 0: 0%| | 0/469 [00:00<?, ?it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 0%| | 0/469 [00:00<?, ?it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 0%| | 1/469 [00:00<04:59, 1.56it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 0%| | 1/469 [00:00<05:00, 1.56it/s, v_num=8, acc1/train=0.914, f1/train=0.914, precision/train=0.914, recall/train=0.914, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 0%| | 2/469 [00:00<02:35, 3.00it/s, v_num=8, acc1/train=0.914, f1/train=0.914, precision/train=0.914, recall/train=0.914, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 0%| | 2/469 [00:00<02:35, 3.00it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 1%| | 3/469 [00:00<01:46, 4.36it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 1%| | 3/469 [00:00<01:46, 4.36it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 1%| | 4/469 [00:00<01:22, 5.61it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 1%| | 4/469 [00:00<01:22, 5.60it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 1%| | 5/469 [00:00<01:08, 6.80it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 1%| | 5/469 [00:00<01:08, 6.80it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 1%|▏ | 6/469 [00:00<00:58, 7.87it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 1%|▏ | 6/469 [00:00<00:58, 7.86it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 1%|▏ | 7/469 [00:00<00:51, 8.93it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 1%|▏ | 7/469 [00:00<00:51, 8.92it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 2%|▏ | 8/469 [00:00<00:46, 9.90it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 2%|▏ | 8/469 [00:00<00:46, 9.89it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 2%|▏ | 9/469 [00:00<00:42, 10.78it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 2%|▏ | 9/469 [00:00<00:42, 10.77it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 2%|▏ | 10/469 [00:00<00:39, 11.66it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 2%|▏ | 10/469 [00:00<00:39, 11.65it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 2%|▏ | 11/469 [00:00<00:36, 12.49it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 2%|▏ | 11/469 [00:00<00:36, 12.48it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 3%|▎ | 12/469 [00:00<00:34, 13.32it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 3%|▎ | 12/469 [00:00<00:34, 13.31it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 3%|▎ | 13/469 [00:00<00:32, 14.06it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 3%|▎ | 13/469 [00:00<00:32, 14.05it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 3%|▎ | 14/469 [00:00<00:30, 14.71it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 3%|▎ | 14/469 [00:00<00:30, 14.71it/s, v_num=8, acc1/train=0.914, f1/train=0.914, precision/train=0.914, recall/train=0.914, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 3%|▎ | 15/469 [00:00<00:29, 15.39it/s, v_num=8, acc1/train=0.914, f1/train=0.914, precision/train=0.914, recall/train=0.914, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 3%|▎ | 15/469 [00:00<00:29, 15.38it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 3%|▎ | 16/469 [00:00<00:28, 16.02it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 3%|▎ | 16/469 [00:00<00:28, 16.01it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 4%|▎ | 17/469 [00:01<00:27, 16.62it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 4%|▎ | 17/469 [00:01<00:27, 16.61it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 4%|▍ | 18/469 [00:01<00:26, 17.18it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 4%|▍ | 18/469 [00:01<00:26, 17.17it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 4%|▍ | 19/469 [00:01<00:25, 17.78it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 4%|▍ | 19/469 [00:01<00:25, 17.77it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 4%|▍ | 20/469 [00:01<00:24, 18.31it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 4%|▍ | 20/469 [00:01<00:24, 18.30it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 4%|▍ | 21/469 [00:01<00:23, 18.81it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 4%|▍ | 21/469 [00:01<00:23, 18.81it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 5%|▍ | 22/469 [00:01<00:23, 19.28it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 5%|▍ | 22/469 [00:01<00:23, 19.27it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 5%|▍ | 23/469 [00:01<00:22, 19.78it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 5%|▍ | 23/469 [00:01<00:22, 19.77it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 5%|▌ | 24/469 [00:01<00:22, 20.20it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 5%|▌ | 24/469 [00:01<00:22, 20.19it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 5%|▌ | 25/469 [00:01<00:21, 20.67it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 5%|▌ | 25/469 [00:01<00:21, 20.66it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 6%|▌ | 26/469 [00:01<00:21, 21.07it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 6%|▌ | 26/469 [00:01<00:21, 21.06it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 6%|▌ | 27/469 [00:01<00:20, 21.50it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 6%|▌ | 27/469 [00:01<00:20, 21.49it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 6%|▌ | 28/469 [00:01<00:20, 21.92it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 6%|▌ | 28/469 [00:01<00:20, 21.91it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 6%|▌ | 29/469 [00:01<00:19, 22.26it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 6%|▌ | 29/469 [00:01<00:19, 22.25it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 6%|▋ | 30/469 [00:01<00:19, 22.65it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 6%|▋ | 30/469 [00:01<00:19, 22.64it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 7%|▋ | 31/469 [00:01<00:19, 22.98it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 7%|▋ | 31/469 [00:01<00:19, 22.97it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 7%|▋ | 32/469 [00:01<00:18, 23.32it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 7%|▋ | 32/469 [00:01<00:18, 23.31it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 7%|▋ | 33/469 [00:01<00:18, 23.60it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 7%|▋ | 33/469 [00:01<00:18, 23.59it/s, v_num=8, acc1/train=0.891, f1/train=0.891, precision/train=0.891, recall/train=0.891, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 7%|▋ | 34/469 [00:01<00:18, 23.90it/s, v_num=8, acc1/train=0.891, f1/train=0.891, precision/train=0.891, recall/train=0.891, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 7%|▋ | 34/469 [00:01<00:18, 23.89it/s, v_num=8, acc1/train=0.875, f1/train=0.875, precision/train=0.875, recall/train=0.875, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 7%|▋ | 35/469 [00:01<00:17, 24.20it/s, v_num=8, acc1/train=0.875, f1/train=0.875, precision/train=0.875, recall/train=0.875, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 7%|▋ | 35/469 [00:01<00:17, 24.19it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 8%|▊ | 36/469 [00:01<00:17, 24.48it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 8%|▊ | 36/469 [00:01<00:17, 24.48it/s, v_num=8, acc1/train=0.875, f1/train=0.875, precision/train=0.875, recall/train=0.875, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 8%|▊ | 37/469 [00:01<00:17, 24.76it/s, v_num=8, acc1/train=0.875, f1/train=0.875, precision/train=0.875, recall/train=0.875, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 8%|▊ | 37/469 [00:01<00:17, 24.75it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 8%|▊ | 38/469 [00:01<00:17, 25.03it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 8%|▊ | 38/469 [00:01<00:17, 25.03it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 8%|▊ | 39/469 [00:01<00:16, 25.35it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 8%|▊ | 39/469 [00:01<00:16, 25.34it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 9%|▊ | 40/469 [00:01<00:16, 25.58it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 9%|▊ | 40/469 [00:01<00:16, 25.57it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 9%|▊ | 41/469 [00:01<00:16, 25.82it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 9%|▊ | 41/469 [00:01<00:16, 25.81it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 9%|▉ | 42/469 [00:01<00:16, 26.06it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 9%|▉ | 42/469 [00:01<00:16, 26.05it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 9%|▉ | 43/469 [00:01<00:16, 26.28it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 9%|▉ | 43/469 [00:01<00:16, 26.28it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 9%|▉ | 44/469 [00:01<00:16, 26.51it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 9%|▉ | 44/469 [00:01<00:16, 26.50it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 10%|▉ | 45/469 [00:01<00:15, 26.72it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 10%|▉ | 45/469 [00:01<00:15, 26.71it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 10%|▉ | 46/469 [00:01<00:15, 26.93it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 10%|▉ | 46/469 [00:01<00:15, 26.93it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 10%|█ | 47/469 [00:01<00:15, 27.14it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 10%|█ | 47/469 [00:01<00:15, 27.13it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 10%|█ | 48/469 [00:01<00:15, 27.34it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 10%|█ | 48/469 [00:01<00:15, 27.33it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 10%|█ | 49/469 [00:01<00:15, 27.53it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 10%|█ | 49/469 [00:01<00:15, 27.53it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 11%|█ | 50/469 [00:01<00:15, 27.72it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 11%|█ | 50/469 [00:01<00:15, 27.72it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 11%|█ | 51/469 [00:01<00:14, 27.90it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 11%|█ | 51/469 [00:01<00:14, 27.89it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 11%|█ | 52/469 [00:01<00:14, 28.08it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 11%|█ | 52/469 [00:01<00:14, 28.07it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 11%|█▏ | 53/469 [00:01<00:14, 28.26it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 11%|█▏ | 53/469 [00:01<00:14, 28.25it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 12%|█▏ | 54/469 [00:01<00:14, 28.43it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 12%|█▏ | 54/469 [00:01<00:14, 28.42it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 12%|█▏ | 55/469 [00:01<00:14, 28.59it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 12%|█▏ | 55/469 [00:01<00:14, 28.58it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 12%|█▏ | 56/469 [00:01<00:14, 28.75it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 12%|█▏ | 56/469 [00:01<00:14, 28.74it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 12%|█▏ | 57/469 [00:01<00:14, 28.91it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 12%|█▏ | 57/469 [00:01<00:14, 28.90it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 12%|█▏ | 58/469 [00:01<00:14, 29.06it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 12%|█▏ | 58/469 [00:01<00:14, 29.05it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 13%|█▎ | 59/469 [00:02<00:14, 29.21it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 13%|█▎ | 59/469 [00:02<00:14, 29.20it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 13%|█▎ | 60/469 [00:02<00:13, 29.32it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 13%|█▎ | 60/469 [00:02<00:13, 29.31it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 13%|█▎ | 61/469 [00:02<00:13, 29.45it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 13%|█▎ | 61/469 [00:02<00:13, 29.44it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 13%|█▎ | 62/469 [00:02<00:13, 29.62it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 13%|█▎ | 62/469 [00:02<00:13, 29.62it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 13%|█▎ | 63/469 [00:02<00:13, 29.75it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 13%|█▎ | 63/469 [00:02<00:13, 29.73it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 14%|█▎ | 64/469 [00:02<00:13, 29.91it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 14%|█▎ | 64/469 [00:02<00:13, 29.90it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 14%|█▍ | 65/469 [00:02<00:13, 30.03it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 14%|█▍ | 65/469 [00:02<00:13, 30.02it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 14%|█▍ | 66/469 [00:02<00:13, 30.19it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 14%|█▍ | 66/469 [00:02<00:13, 30.18it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 14%|█▍ | 67/469 [00:02<00:13, 30.31it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 14%|█▍ | 67/469 [00:02<00:13, 30.30it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 14%|█▍ | 68/469 [00:02<00:13, 30.46it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 14%|█▍ | 68/469 [00:02<00:13, 30.45it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 15%|█▍ | 69/469 [00:02<00:13, 30.57it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 15%|█▍ | 69/469 [00:02<00:13, 30.56it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 15%|█▍ | 70/469 [00:02<00:12, 30.70it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 15%|█▍ | 70/469 [00:02<00:12, 30.70it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 15%|█▌ | 71/469 [00:02<00:12, 30.81it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 15%|█▌ | 71/469 [00:02<00:12, 30.80it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 15%|█▌ | 72/469 [00:02<00:12, 30.95it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 15%|█▌ | 72/469 [00:02<00:12, 30.94it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 16%|█▌ | 73/469 [00:02<00:12, 31.04it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 16%|█▌ | 73/469 [00:02<00:12, 31.03it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 16%|█▌ | 74/469 [00:02<00:12, 31.17it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 16%|█▌ | 74/469 [00:02<00:12, 31.17it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 16%|█▌ | 75/469 [00:02<00:12, 31.27it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 16%|█▌ | 75/469 [00:02<00:12, 31.26it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 16%|█▌ | 76/469 [00:02<00:12, 31.40it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 16%|█▌ | 76/469 [00:02<00:12, 31.39it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 16%|█▋ | 77/469 [00:02<00:12, 31.49it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 16%|█▋ | 77/469 [00:02<00:12, 31.48it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 17%|█▋ | 78/469 [00:02<00:12, 31.55it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 17%|█▋ | 78/469 [00:02<00:12, 31.55it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 17%|█▋ | 79/469 [00:02<00:12, 31.68it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 17%|█▋ | 79/469 [00:02<00:12, 31.68it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 17%|█▋ | 80/469 [00:02<00:12, 31.77it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 17%|█▋ | 80/469 [00:02<00:12, 31.76it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 17%|█▋ | 81/469 [00:02<00:12, 31.89it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 17%|█▋ | 81/469 [00:02<00:12, 31.88it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 17%|█▋ | 82/469 [00:02<00:12, 31.97it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 17%|█▋ | 82/469 [00:02<00:12, 31.96it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 18%|█▊ | 83/469 [00:02<00:12, 32.06it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 18%|█▊ | 83/469 [00:02<00:12, 32.05it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 18%|█▊ | 84/469 [00:02<00:11, 32.13it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 18%|█▊ | 84/469 [00:02<00:11, 32.11it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 18%|█▊ | 85/469 [00:02<00:11, 32.24it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 18%|█▊ | 85/469 [00:02<00:11, 32.23it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 18%|█▊ | 86/469 [00:02<00:11, 32.31it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 18%|█▊ | 86/469 [00:02<00:11, 32.30it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 19%|█▊ | 87/469 [00:02<00:11, 32.42it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 19%|█▊ | 87/469 [00:02<00:11, 32.41it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 19%|█▉ | 88/469 [00:02<00:11, 32.49it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 19%|█▉ | 88/469 [00:02<00:11, 32.48it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 19%|█▉ | 89/469 [00:02<00:11, 32.60it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 19%|█▉ | 89/469 [00:02<00:11, 32.59it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 19%|█▉ | 90/469 [00:02<00:11, 32.67it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 19%|█▉ | 90/469 [00:02<00:11, 32.65it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 19%|█▉ | 91/469 [00:02<00:11, 32.77it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 19%|█▉ | 91/469 [00:02<00:11, 32.76it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 20%|█▉ | 92/469 [00:02<00:11, 32.83it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 20%|█▉ | 92/469 [00:02<00:11, 32.82it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 20%|█▉ | 93/469 [00:02<00:11, 32.93it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 20%|█▉ | 93/469 [00:02<00:11, 32.92it/s, v_num=8, acc1/train=0.914, f1/train=0.914, precision/train=0.914, recall/train=0.914, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 20%|██ | 94/469 [00:02<00:11, 32.99it/s, v_num=8, acc1/train=0.914, f1/train=0.914, precision/train=0.914, recall/train=0.914, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 20%|██ | 94/469 [00:02<00:11, 32.98it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 20%|██ | 95/469 [00:02<00:11, 33.08it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 20%|██ | 95/469 [00:02<00:11, 33.08it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 20%|██ | 96/469 [00:02<00:11, 33.14it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 20%|██ | 96/469 [00:02<00:11, 33.14it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 21%|██ | 97/469 [00:02<00:11, 33.24it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 21%|██ | 97/469 [00:02<00:11, 33.23it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 21%|██ | 98/469 [00:02<00:11, 33.29it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 21%|██ | 98/469 [00:02<00:11, 33.29it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 21%|██ | 99/469 [00:02<00:11, 33.39it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 21%|██ | 99/469 [00:02<00:11, 33.38it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 21%|██▏ | 100/469 [00:02<00:11, 33.44it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 21%|██▏ | 100/469 [00:02<00:11, 33.43it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 22%|██▏ | 101/469 [00:03<00:10, 33.53it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 22%|██▏ | 101/469 [00:03<00:10, 33.53it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 22%|██▏ | 102/469 [00:03<00:10, 33.59it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 22%|██▏ | 102/469 [00:03<00:10, 33.58it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 22%|██▏ | 103/469 [00:03<00:10, 33.67it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 22%|██▏ | 103/469 [00:03<00:10, 33.67it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 22%|██▏ | 104/469 [00:03<00:10, 33.72it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 22%|██▏ | 104/469 [00:03<00:10, 33.72it/s, v_num=8, acc1/train=0.914, f1/train=0.914, precision/train=0.914, recall/train=0.914, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 22%|██▏ | 105/469 [00:03<00:10, 33.81it/s, v_num=8, acc1/train=0.914, f1/train=0.914, precision/train=0.914, recall/train=0.914, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 22%|██▏ | 105/469 [00:03<00:10, 33.79it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 23%|██▎ | 106/469 [00:03<00:10, 33.85it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 23%|██▎ | 106/469 [00:03<00:10, 33.84it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 23%|██▎ | 107/469 [00:03<00:10, 33.91it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 23%|██▎ | 107/469 [00:03<00:10, 33.90it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 23%|██▎ | 108/469 [00:03<00:10, 33.96it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 23%|██▎ | 108/469 [00:03<00:10, 33.96it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 23%|██▎ | 109/469 [00:03<00:10, 34.02it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 23%|██▎ | 109/469 [00:03<00:10, 34.02it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 23%|██▎ | 110/469 [00:03<00:10, 34.09it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 23%|██▎ | 110/469 [00:03<00:10, 34.08it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 24%|██▎ | 111/469 [00:03<00:10, 34.13it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 24%|██▎ | 111/469 [00:03<00:10, 34.13it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 24%|██▍ | 112/469 [00:03<00:10, 34.20it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 24%|██▍ | 112/469 [00:03<00:10, 34.20it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 24%|██▍ | 113/469 [00:03<00:10, 34.25it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 24%|██▍ | 113/469 [00:03<00:10, 34.24it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 24%|██▍ | 114/469 [00:03<00:10, 34.29it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 24%|██▍ | 114/469 [00:03<00:10, 34.28it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 25%|██▍ | 115/469 [00:03<00:10, 34.33it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 25%|██▍ | 115/469 [00:03<00:10, 34.33it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 25%|██▍ | 116/469 [00:03<00:10, 34.38it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 25%|██▍ | 116/469 [00:03<00:10, 34.37it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 25%|██▍ | 117/469 [00:03<00:10, 34.42it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 25%|██▍ | 117/469 [00:03<00:10, 34.42it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 25%|██▌ | 118/469 [00:03<00:10, 34.47it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 25%|██▌ | 118/469 [00:03<00:10, 34.47it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 25%|██▌ | 119/469 [00:03<00:10, 34.52it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 25%|██▌ | 119/469 [00:03<00:10, 34.52it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 26%|██▌ | 120/469 [00:03<00:10, 34.57it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 26%|██▌ | 120/469 [00:03<00:10, 34.57it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 26%|██▌ | 121/469 [00:03<00:10, 34.62it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 26%|██▌ | 121/469 [00:03<00:10, 34.61it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 26%|██▌ | 122/469 [00:03<00:10, 34.67it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 26%|██▌ | 122/469 [00:03<00:10, 34.66it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 26%|██▌ | 123/469 [00:03<00:09, 34.71it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 26%|██▌ | 123/469 [00:03<00:09, 34.71it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 26%|██▋ | 124/469 [00:03<00:09, 34.76it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 26%|██▋ | 124/469 [00:03<00:09, 34.75it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 27%|██▋ | 125/469 [00:03<00:09, 34.80it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 27%|██▋ | 125/469 [00:03<00:09, 34.79it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 27%|██▋ | 126/469 [00:03<00:09, 34.84it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 27%|██▋ | 126/469 [00:03<00:09, 34.84it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 27%|██▋ | 127/469 [00:03<00:09, 34.89it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 27%|██▋ | 127/469 [00:03<00:09, 34.88it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 27%|██▋ | 128/469 [00:03<00:09, 34.93it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 27%|██▋ | 128/469 [00:03<00:09, 34.93it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 28%|██▊ | 129/469 [00:03<00:09, 34.98it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 28%|██▊ | 129/469 [00:03<00:09, 34.97it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 28%|██▊ | 130/469 [00:03<00:09, 35.02it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 28%|██▊ | 130/469 [00:03<00:09, 35.02it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 28%|██▊ | 131/469 [00:03<00:09, 35.06it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 28%|██▊ | 131/469 [00:03<00:09, 35.06it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 28%|██▊ | 132/469 [00:03<00:09, 35.10it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 28%|██▊ | 132/469 [00:03<00:09, 35.09it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 28%|██▊ | 133/469 [00:03<00:09, 35.14it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 28%|██▊ | 133/469 [00:03<00:09, 35.14it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 29%|██▊ | 134/469 [00:03<00:09, 35.18it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 29%|██▊ | 134/469 [00:03<00:09, 35.18it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 29%|██▉ | 135/469 [00:03<00:09, 35.22it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 29%|██▉ | 135/469 [00:03<00:09, 35.21it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 29%|██▉ | 136/469 [00:03<00:09, 35.26it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 29%|██▉ | 136/469 [00:03<00:09, 35.26it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 29%|██▉ | 137/469 [00:03<00:09, 35.30it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 29%|██▉ | 137/469 [00:03<00:09, 35.29it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 29%|██▉ | 138/469 [00:03<00:09, 35.34it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 29%|██▉ | 138/469 [00:03<00:09, 35.33it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 30%|██▉ | 139/469 [00:03<00:09, 35.38it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 30%|██▉ | 139/469 [00:03<00:09, 35.37it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 30%|██▉ | 140/469 [00:03<00:09, 35.42it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 30%|██▉ | 140/469 [00:03<00:09, 35.41it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 30%|███ | 141/469 [00:03<00:09, 35.46it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 30%|███ | 141/469 [00:03<00:09, 35.45it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 30%|███ | 142/469 [00:04<00:09, 35.49it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 30%|███ | 142/469 [00:04<00:09, 35.48it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 30%|███ | 143/469 [00:04<00:09, 35.52it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 30%|███ | 143/469 [00:04<00:09, 35.52it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 31%|███ | 144/469 [00:04<00:09, 35.57it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 31%|███ | 144/469 [00:04<00:09, 35.56it/s, v_num=8, acc1/train=0.914, f1/train=0.914, precision/train=0.914, recall/train=0.914, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 31%|███ | 145/469 [00:04<00:09, 35.60it/s, v_num=8, acc1/train=0.914, f1/train=0.914, precision/train=0.914, recall/train=0.914, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 31%|███ | 145/469 [00:04<00:09, 35.59it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 31%|███ | 146/469 [00:04<00:09, 35.65it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 31%|███ | 146/469 [00:04<00:09, 35.65it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 31%|███▏ | 147/469 [00:04<00:09, 35.68it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 31%|███▏ | 147/469 [00:04<00:09, 35.68it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 32%|███▏ | 148/469 [00:04<00:08, 35.74it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 32%|███▏ | 148/469 [00:04<00:08, 35.73it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 32%|███▏ | 149/469 [00:04<00:08, 35.76it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 32%|███▏ | 149/469 [00:04<00:08, 35.76it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 32%|███▏ | 150/469 [00:04<00:08, 35.82it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 32%|███▏ | 150/469 [00:04<00:08, 35.81it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 32%|███▏ | 151/469 [00:04<00:08, 35.84it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 32%|███▏ | 151/469 [00:04<00:08, 35.84it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 32%|███▏ | 152/469 [00:04<00:08, 35.90it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 32%|███▏ | 152/469 [00:04<00:08, 35.89it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 33%|███▎ | 153/469 [00:04<00:08, 35.92it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 33%|███▎ | 153/469 [00:04<00:08, 35.92it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 33%|███▎ | 154/469 [00:04<00:08, 35.95it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 33%|███▎ | 154/469 [00:04<00:08, 35.94it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 33%|███▎ | 155/469 [00:04<00:08, 36.00it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 33%|███▎ | 155/469 [00:04<00:08, 35.99it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 33%|███▎ | 156/469 [00:04<00:08, 36.02it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 33%|███▎ | 156/469 [00:04<00:08, 36.01it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 33%|███▎ | 157/469 [00:04<00:08, 36.07it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 33%|███▎ | 157/469 [00:04<00:08, 36.06it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 34%|███▎ | 158/469 [00:04<00:08, 36.09it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 34%|███▎ | 158/469 [00:04<00:08, 36.09it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 34%|███▍ | 159/469 [00:04<00:08, 36.14it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 34%|███▍ | 159/469 [00:04<00:08, 36.14it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 34%|███▍ | 160/469 [00:04<00:08, 36.16it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 34%|███▍ | 160/469 [00:04<00:08, 36.16it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 34%|███▍ | 161/469 [00:04<00:08, 36.21it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 34%|███▍ | 161/469 [00:04<00:08, 36.20it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 35%|███▍ | 162/469 [00:04<00:08, 36.23it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 35%|███▍ | 162/469 [00:04<00:08, 36.23it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 35%|███▍ | 163/469 [00:04<00:08, 36.28it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 35%|███▍ | 163/469 [00:04<00:08, 36.28it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 35%|███▍ | 164/469 [00:04<00:08, 36.30it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 35%|███▍ | 164/469 [00:04<00:08, 36.30it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 35%|███▌ | 165/469 [00:04<00:08, 36.35it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 35%|███▌ | 165/469 [00:04<00:08, 36.34it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 35%|███▌ | 166/469 [00:04<00:08, 36.37it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 35%|███▌ | 166/469 [00:04<00:08, 36.36it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 36%|███▌ | 167/469 [00:04<00:08, 36.41it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 36%|███▌ | 167/469 [00:04<00:08, 36.41it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 36%|███▌ | 168/469 [00:04<00:08, 36.44it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 36%|███▌ | 168/469 [00:04<00:08, 36.43it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 36%|███▌ | 169/469 [00:04<00:08, 36.48it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 36%|███▌ | 169/469 [00:04<00:08, 36.48it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 36%|███▌ | 170/469 [00:04<00:08, 36.50it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 36%|███▌ | 170/469 [00:04<00:08, 36.50it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 36%|███▋ | 171/469 [00:04<00:08, 36.54it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 36%|███▋ | 171/469 [00:04<00:08, 36.54it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 37%|███▋ | 172/469 [00:04<00:08, 36.54it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 37%|███▋ | 172/469 [00:04<00:08, 36.54it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 37%|███▋ | 173/469 [00:04<00:08, 36.59it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 37%|███▋ | 173/469 [00:04<00:08, 36.59it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 37%|███▋ | 174/469 [00:04<00:08, 36.61it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 37%|███▋ | 174/469 [00:04<00:08, 36.61it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 37%|███▋ | 175/469 [00:04<00:08, 36.66it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 37%|███▋ | 175/469 [00:04<00:08, 36.65it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 38%|███▊ | 176/469 [00:04<00:07, 36.65it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 38%|███▊ | 176/469 [00:04<00:07, 36.65it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 38%|███▊ | 177/469 [00:04<00:07, 36.70it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 38%|███▊ | 177/469 [00:04<00:07, 36.69it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 38%|███▊ | 178/469 [00:04<00:07, 36.72it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 38%|███▊ | 178/469 [00:04<00:07, 36.71it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 38%|███▊ | 179/469 [00:04<00:07, 36.76it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 38%|███▊ | 179/469 [00:04<00:07, 36.75it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 38%|███▊ | 180/469 [00:04<00:07, 36.78it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 38%|███▊ | 180/469 [00:04<00:07, 36.77it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 39%|███▊ | 181/469 [00:04<00:07, 36.82it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 39%|███▊ | 181/469 [00:04<00:07, 36.81it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 39%|███▉ | 182/469 [00:04<00:07, 36.83it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 39%|███▉ | 182/469 [00:04<00:07, 36.83it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 39%|███▉ | 183/469 [00:04<00:07, 36.87it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 39%|███▉ | 183/469 [00:04<00:07, 36.87it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 39%|███▉ | 184/469 [00:04<00:07, 36.89it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 39%|███▉ | 184/469 [00:04<00:07, 36.88it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 39%|███▉ | 185/469 [00:05<00:07, 36.93it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 39%|███▉ | 185/469 [00:05<00:07, 36.92it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 40%|███▉ | 186/469 [00:05<00:07, 36.94it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 40%|███▉ | 186/469 [00:05<00:07, 36.94it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 40%|███▉ | 187/469 [00:05<00:07, 36.95it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 40%|███▉ | 187/469 [00:05<00:07, 36.95it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 40%|████ | 188/469 [00:05<00:07, 36.99it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 40%|████ | 188/469 [00:05<00:07, 36.99it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 40%|████ | 189/469 [00:05<00:07, 37.00it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 40%|████ | 189/469 [00:05<00:07, 37.00it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 41%|████ | 190/469 [00:05<00:07, 37.04it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 41%|████ | 190/469 [00:05<00:07, 37.04it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 41%|████ | 191/469 [00:05<00:07, 37.06it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 41%|████ | 191/469 [00:05<00:07, 37.05it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 41%|████ | 192/469 [00:05<00:07, 37.09it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 41%|████ | 192/469 [00:05<00:07, 37.09it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 41%|████ | 193/469 [00:05<00:07, 37.11it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 41%|████ | 193/469 [00:05<00:07, 37.10it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 41%|████▏ | 194/469 [00:05<00:07, 37.14it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 41%|████▏ | 194/469 [00:05<00:07, 37.14it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 42%|████▏ | 195/469 [00:05<00:07, 37.15it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 42%|████▏ | 195/469 [00:05<00:07, 37.14it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 42%|████▏ | 196/469 [00:05<00:07, 37.18it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 42%|████▏ | 196/469 [00:05<00:07, 37.18it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 42%|████▏ | 197/469 [00:05<00:07, 37.19it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 42%|████▏ | 197/469 [00:05<00:07, 37.19it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 42%|████▏ | 198/469 [00:05<00:07, 37.21it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 42%|████▏ | 198/469 [00:05<00:07, 37.20it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 42%|████▏ | 199/469 [00:05<00:07, 37.22it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 42%|████▏ | 199/469 [00:05<00:07, 37.22it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 43%|████▎ | 200/469 [00:05<00:07, 37.24it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 43%|████▎ | 200/469 [00:05<00:07, 37.24it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 43%|████▎ | 201/469 [00:05<00:07, 37.26it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 43%|████▎ | 201/469 [00:05<00:07, 37.25it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 43%|████▎ | 202/469 [00:05<00:07, 37.28it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 43%|████▎ | 202/469 [00:05<00:07, 37.27it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 43%|████▎ | 203/469 [00:05<00:07, 37.29it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 43%|████▎ | 203/469 [00:05<00:07, 37.29it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 43%|████▎ | 204/469 [00:05<00:07, 37.31it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 43%|████▎ | 204/469 [00:05<00:07, 37.31it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 44%|████▎ | 205/469 [00:05<00:07, 37.33it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 44%|████▎ | 205/469 [00:05<00:07, 37.33it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 44%|████▍ | 206/469 [00:05<00:07, 37.35it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 44%|████▍ | 206/469 [00:05<00:07, 37.35it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 44%|████▍ | 207/469 [00:05<00:07, 37.37it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 44%|████▍ | 207/469 [00:05<00:07, 37.36it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 44%|████▍ | 208/469 [00:05<00:06, 37.39it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 44%|████▍ | 208/469 [00:05<00:06, 37.38it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 45%|████▍ | 209/469 [00:05<00:06, 37.40it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 45%|████▍ | 209/469 [00:05<00:06, 37.40it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 45%|████▍ | 210/469 [00:05<00:06, 37.42it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 45%|████▍ | 210/469 [00:05<00:06, 37.42it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 45%|████▍ | 211/469 [00:05<00:06, 37.44it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 45%|████▍ | 211/469 [00:05<00:06, 37.44it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 45%|████▌ | 212/469 [00:05<00:06, 37.46it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 45%|████▌ | 212/469 [00:05<00:06, 37.45it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 45%|████▌ | 213/469 [00:05<00:06, 37.47it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 45%|████▌ | 213/469 [00:05<00:06, 37.47it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 46%|████▌ | 214/469 [00:05<00:06, 37.49it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 46%|████▌ | 214/469 [00:05<00:06, 37.49it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 46%|████▌ | 215/469 [00:05<00:06, 37.51it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 46%|████▌ | 215/469 [00:05<00:06, 37.51it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 46%|████▌ | 216/469 [00:05<00:06, 37.52it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 46%|████▌ | 216/469 [00:05<00:06, 37.52it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 46%|████▋ | 217/469 [00:05<00:06, 37.54it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 46%|████▋ | 217/469 [00:05<00:06, 37.53it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 46%|████▋ | 218/469 [00:05<00:06, 37.55it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 46%|████▋ | 218/469 [00:05<00:06, 37.55it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 47%|████▋ | 219/469 [00:05<00:06, 37.57it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 47%|████▋ | 219/469 [00:05<00:06, 37.57it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 47%|████▋ | 220/469 [00:05<00:06, 37.59it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 47%|████▋ | 220/469 [00:05<00:06, 37.58it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 47%|████▋ | 221/469 [00:05<00:06, 37.60it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 47%|████▋ | 221/469 [00:05<00:06, 37.60it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 47%|████▋ | 222/469 [00:05<00:06, 37.62it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 47%|████▋ | 222/469 [00:05<00:06, 37.62it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 48%|████▊ | 223/469 [00:05<00:06, 37.64it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 48%|████▊ | 223/469 [00:05<00:06, 37.63it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 48%|████▊ | 224/469 [00:05<00:06, 37.65it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 48%|████▊ | 224/469 [00:05<00:06, 37.65it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 48%|████▊ | 225/469 [00:05<00:06, 37.67it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 48%|████▊ | 225/469 [00:05<00:06, 37.67it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 48%|████▊ | 226/469 [00:05<00:06, 37.68it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 48%|████▊ | 226/469 [00:05<00:06, 37.68it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 48%|████▊ | 227/469 [00:06<00:06, 37.70it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 48%|████▊ | 227/469 [00:06<00:06, 37.70it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 49%|████▊ | 228/469 [00:06<00:06, 37.72it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 49%|████▊ | 228/469 [00:06<00:06, 37.71it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 49%|████▉ | 229/469 [00:06<00:06, 37.73it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 49%|████▉ | 229/469 [00:06<00:06, 37.73it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 49%|████▉ | 230/469 [00:06<00:06, 37.75it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 49%|████▉ | 230/469 [00:06<00:06, 37.74it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 49%|████▉ | 231/469 [00:06<00:06, 37.76it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 49%|████▉ | 231/469 [00:06<00:06, 37.76it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 49%|████▉ | 232/469 [00:06<00:06, 37.77it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 49%|████▉ | 232/469 [00:06<00:06, 37.77it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 50%|████▉ | 233/469 [00:06<00:06, 37.79it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 50%|████▉ | 233/469 [00:06<00:06, 37.78it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 50%|████▉ | 234/469 [00:06<00:06, 37.80it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 50%|████▉ | 234/469 [00:06<00:06, 37.80it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 50%|█████ | 235/469 [00:06<00:06, 37.82it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 50%|█████ | 235/469 [00:06<00:06, 37.81it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 50%|█████ | 236/469 [00:06<00:06, 37.83it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 50%|█████ | 236/469 [00:06<00:06, 37.83it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 51%|█████ | 237/469 [00:06<00:06, 37.85it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 51%|█████ | 237/469 [00:06<00:06, 37.84it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 51%|█████ | 238/469 [00:06<00:06, 37.86it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 51%|█████ | 238/469 [00:06<00:06, 37.85it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 51%|█████ | 239/469 [00:06<00:06, 37.87it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 51%|█████ | 239/469 [00:06<00:06, 37.87it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 51%|█████ | 240/469 [00:06<00:06, 37.89it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 51%|█████ | 240/469 [00:06<00:06, 37.88it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 51%|█████▏ | 241/469 [00:06<00:06, 37.90it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 51%|█████▏ | 241/469 [00:06<00:06, 37.90it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 52%|█████▏ | 242/469 [00:06<00:05, 37.91it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 52%|█████▏ | 242/469 [00:06<00:05, 37.91it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 52%|█████▏ | 243/469 [00:06<00:05, 37.93it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 52%|█████▏ | 243/469 [00:06<00:05, 37.93it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 52%|█████▏ | 244/469 [00:06<00:05, 37.94it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 52%|█████▏ | 244/469 [00:06<00:05, 37.94it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 52%|█████▏ | 245/469 [00:06<00:05, 37.96it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 52%|█████▏ | 245/469 [00:06<00:05, 37.95it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 52%|█████▏ | 246/469 [00:06<00:05, 37.97it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 52%|█████▏ | 246/469 [00:06<00:05, 37.97it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 53%|█████▎ | 247/469 [00:06<00:05, 37.98it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 53%|█████▎ | 247/469 [00:06<00:05, 37.98it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 53%|█████▎ | 248/469 [00:06<00:05, 37.99it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 53%|█████▎ | 248/469 [00:06<00:05, 37.99it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 53%|█████▎ | 249/469 [00:06<00:05, 38.01it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 53%|█████▎ | 249/469 [00:06<00:05, 38.00it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 53%|█████▎ | 250/469 [00:06<00:05, 38.02it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 53%|█████▎ | 250/469 [00:06<00:05, 38.02it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 54%|█████▎ | 251/469 [00:06<00:05, 38.03it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 54%|█████▎ | 251/469 [00:06<00:05, 38.03it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 54%|█████▎ | 252/469 [00:06<00:05, 38.05it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 54%|█████▎ | 252/469 [00:06<00:05, 38.04it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 54%|█████▍ | 253/469 [00:06<00:05, 38.06it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 54%|█████▍ | 253/469 [00:06<00:05, 38.06it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 54%|█████▍ | 254/469 [00:06<00:05, 38.07it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 54%|█████▍ | 254/469 [00:06<00:05, 38.07it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 54%|█████▍ | 255/469 [00:06<00:05, 38.09it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 54%|█████▍ | 255/469 [00:06<00:05, 38.08it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 55%|█████▍ | 256/469 [00:06<00:05, 38.10it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 55%|█████▍ | 256/469 [00:06<00:05, 38.10it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 55%|█████▍ | 257/469 [00:06<00:05, 38.11it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 55%|█████▍ | 257/469 [00:06<00:05, 38.11it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 55%|█████▌ | 258/469 [00:06<00:05, 38.13it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 55%|█████▌ | 258/469 [00:06<00:05, 38.12it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 55%|█████▌ | 259/469 [00:06<00:05, 38.14it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 55%|█████▌ | 259/469 [00:06<00:05, 38.14it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 55%|█████▌ | 260/469 [00:06<00:05, 38.15it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 55%|█████▌ | 260/469 [00:06<00:05, 38.15it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 56%|█████▌ | 261/469 [00:06<00:05, 38.16it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 56%|█████▌ | 261/469 [00:06<00:05, 38.16it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 56%|█████▌ | 262/469 [00:06<00:05, 38.18it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 56%|█████▌ | 262/469 [00:06<00:05, 38.17it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 56%|█████▌ | 263/469 [00:06<00:05, 38.19it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 56%|█████▌ | 263/469 [00:06<00:05, 38.19it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 56%|█████▋ | 264/469 [00:06<00:05, 38.20it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 56%|█████▋ | 264/469 [00:06<00:05, 38.20it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 57%|█████▋ | 265/469 [00:06<00:05, 38.21it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 57%|█████▋ | 265/469 [00:06<00:05, 38.20it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 57%|█████▋ | 266/469 [00:06<00:05, 38.22it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 57%|█████▋ | 266/469 [00:06<00:05, 38.22it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 57%|█████▋ | 267/469 [00:06<00:05, 38.23it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 57%|█████▋ | 267/469 [00:06<00:05, 38.23it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 57%|█████▋ | 268/469 [00:07<00:05, 38.24it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 57%|█████▋ | 268/469 [00:07<00:05, 38.24it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 57%|█████▋ | 269/469 [00:07<00:05, 38.25it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 57%|█████▋ | 269/469 [00:07<00:05, 38.25it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 58%|█████▊ | 270/469 [00:07<00:05, 38.27it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 58%|█████▊ | 270/469 [00:07<00:05, 38.26it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 58%|█████▊ | 271/469 [00:07<00:05, 38.27it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 58%|█████▊ | 271/469 [00:07<00:05, 38.27it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 58%|█████▊ | 272/469 [00:07<00:05, 38.29it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 58%|█████▊ | 272/469 [00:07<00:05, 38.28it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 58%|█████▊ | 273/469 [00:07<00:05, 38.30it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 58%|█████▊ | 273/469 [00:07<00:05, 38.29it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 58%|█████▊ | 274/469 [00:07<00:05, 38.31it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 58%|█████▊ | 274/469 [00:07<00:05, 38.31it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 59%|█████▊ | 275/469 [00:07<00:05, 38.32it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 59%|█████▊ | 275/469 [00:07<00:05, 38.32it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 59%|█████▉ | 276/469 [00:07<00:05, 38.33it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 59%|█████▉ | 276/469 [00:07<00:05, 38.33it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 59%|█████▉ | 277/469 [00:07<00:05, 38.34it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 59%|█████▉ | 277/469 [00:07<00:05, 38.34it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 59%|█████▉ | 278/469 [00:07<00:04, 38.35it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 59%|█████▉ | 278/469 [00:07<00:04, 38.35it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 59%|█████▉ | 279/469 [00:07<00:04, 38.36it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 59%|█████▉ | 279/469 [00:07<00:04, 38.36it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 60%|█████▉ | 280/469 [00:07<00:04, 38.37it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 60%|█████▉ | 280/469 [00:07<00:04, 38.37it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 60%|█████▉ | 281/469 [00:07<00:04, 38.38it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 60%|█████▉ | 281/469 [00:07<00:04, 38.38it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 60%|██████ | 282/469 [00:07<00:04, 38.39it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 60%|██████ | 282/469 [00:07<00:04, 38.39it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 60%|██████ | 283/469 [00:07<00:04, 38.40it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 60%|██████ | 283/469 [00:07<00:04, 38.40it/s, v_num=8, acc1/train=0.914, f1/train=0.914, precision/train=0.914, recall/train=0.914, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 61%|██████ | 284/469 [00:07<00:04, 38.41it/s, v_num=8, acc1/train=0.914, f1/train=0.914, precision/train=0.914, recall/train=0.914, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 61%|██████ | 284/469 [00:07<00:04, 38.41it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 61%|██████ | 285/469 [00:07<00:04, 38.42it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 61%|██████ | 285/469 [00:07<00:04, 38.42it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 61%|██████ | 286/469 [00:07<00:04, 38.43it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 61%|██████ | 286/469 [00:07<00:04, 38.43it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 61%|██████ | 287/469 [00:07<00:04, 38.44it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 61%|██████ | 287/469 [00:07<00:04, 38.44it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 61%|██████▏ | 288/469 [00:07<00:04, 38.45it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 61%|██████▏ | 288/469 [00:07<00:04, 38.45it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 62%|██████▏ | 289/469 [00:07<00:04, 38.46it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 62%|██████▏ | 289/469 [00:07<00:04, 38.46it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 62%|██████▏ | 290/469 [00:07<00:04, 38.47it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 62%|██████▏ | 290/469 [00:07<00:04, 38.47it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 62%|██████▏ | 291/469 [00:07<00:04, 38.48it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 62%|██████▏ | 291/469 [00:07<00:04, 38.48it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 62%|██████▏ | 292/469 [00:07<00:04, 38.49it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 62%|██████▏ | 292/469 [00:07<00:04, 38.49it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 62%|██████▏ | 293/469 [00:07<00:04, 38.50it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 62%|██████▏ | 293/469 [00:07<00:04, 38.50it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 63%|██████▎ | 294/469 [00:07<00:04, 38.51it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 63%|██████▎ | 294/469 [00:07<00:04, 38.51it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 63%|██████▎ | 295/469 [00:07<00:04, 38.52it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 63%|██████▎ | 295/469 [00:07<00:04, 38.52it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 63%|██████▎ | 296/469 [00:07<00:04, 38.53it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 63%|██████▎ | 296/469 [00:07<00:04, 38.53it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 63%|██████▎ | 297/469 [00:07<00:04, 38.54it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 63%|██████▎ | 297/469 [00:07<00:04, 38.54it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 64%|██████▎ | 298/469 [00:07<00:04, 38.55it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 64%|██████▎ | 298/469 [00:07<00:04, 38.55it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 64%|██████▍ | 299/469 [00:07<00:04, 38.56it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 64%|██████▍ | 299/469 [00:07<00:04, 38.56it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 64%|██████▍ | 300/469 [00:07<00:04, 38.57it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 64%|██████▍ | 300/469 [00:07<00:04, 38.57it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 64%|██████▍ | 301/469 [00:07<00:04, 38.58it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 64%|██████▍ | 301/469 [00:07<00:04, 38.58it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 64%|██████▍ | 302/469 [00:07<00:04, 38.59it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 64%|██████▍ | 302/469 [00:07<00:04, 38.59it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 65%|██████▍ | 303/469 [00:07<00:04, 38.60it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 65%|██████▍ | 303/469 [00:07<00:04, 38.59it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 65%|██████▍ | 304/469 [00:07<00:04, 38.61it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 65%|██████▍ | 304/469 [00:07<00:04, 38.60it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 65%|██████▌ | 305/469 [00:07<00:04, 38.62it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 65%|██████▌ | 305/469 [00:07<00:04, 38.61it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 65%|██████▌ | 306/469 [00:07<00:04, 38.63it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 65%|██████▌ | 306/469 [00:07<00:04, 38.62it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 65%|██████▌ | 307/469 [00:07<00:04, 38.63it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 65%|██████▌ | 307/469 [00:07<00:04, 38.63it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 66%|██████▌ | 308/469 [00:07<00:04, 38.64it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 66%|██████▌ | 308/469 [00:07<00:04, 38.64it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 66%|██████▌ | 309/469 [00:07<00:04, 38.65it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 66%|██████▌ | 309/469 [00:07<00:04, 38.65it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 66%|██████▌ | 310/469 [00:08<00:04, 38.66it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 66%|██████▌ | 310/469 [00:08<00:04, 38.66it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 66%|██████▋ | 311/469 [00:08<00:04, 38.67it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 66%|██████▋ | 311/469 [00:08<00:04, 38.67it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 67%|██████▋ | 312/469 [00:08<00:04, 38.68it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 67%|██████▋ | 312/469 [00:08<00:04, 38.68it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 67%|██████▋ | 313/469 [00:08<00:04, 38.69it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 67%|██████▋ | 313/469 [00:08<00:04, 38.69it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 67%|██████▋ | 314/469 [00:08<00:04, 38.70it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 67%|██████▋ | 314/469 [00:08<00:04, 38.70it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 67%|██████▋ | 315/469 [00:08<00:03, 38.71it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 67%|██████▋ | 315/469 [00:08<00:03, 38.70it/s, v_num=8, acc1/train=0.914, f1/train=0.914, precision/train=0.914, recall/train=0.914, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 67%|██████▋ | 316/469 [00:08<00:03, 38.72it/s, v_num=8, acc1/train=0.914, f1/train=0.914, precision/train=0.914, recall/train=0.914, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 67%|██████▋ | 316/469 [00:08<00:03, 38.71it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 68%|██████▊ | 317/469 [00:08<00:03, 38.72it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 68%|██████▊ | 317/469 [00:08<00:03, 38.72it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 68%|██████▊ | 318/469 [00:08<00:03, 38.73it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 68%|██████▊ | 318/469 [00:08<00:03, 38.73it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 68%|██████▊ | 319/469 [00:08<00:03, 38.74it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 68%|██████▊ | 319/469 [00:08<00:03, 38.74it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 68%|██████▊ | 320/469 [00:08<00:03, 38.75it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 68%|██████▊ | 320/469 [00:08<00:03, 38.75it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 68%|██████▊ | 321/469 [00:08<00:03, 38.76it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 68%|██████▊ | 321/469 [00:08<00:03, 38.75it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 69%|██████▊ | 322/469 [00:08<00:03, 38.76it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 69%|██████▊ | 322/469 [00:08<00:03, 38.76it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 69%|██████▉ | 323/469 [00:08<00:03, 38.77it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 69%|██████▉ | 323/469 [00:08<00:03, 38.77it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 69%|██████▉ | 324/469 [00:08<00:03, 38.78it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 69%|██████▉ | 324/469 [00:08<00:03, 38.78it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 69%|██████▉ | 325/469 [00:08<00:03, 38.79it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 69%|██████▉ | 325/469 [00:08<00:03, 38.79it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 70%|██████▉ | 326/469 [00:08<00:03, 38.80it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 70%|██████▉ | 326/469 [00:08<00:03, 38.79it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 70%|██████▉ | 327/469 [00:08<00:03, 38.80it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 70%|██████▉ | 327/469 [00:08<00:03, 38.80it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 70%|██████▉ | 328/469 [00:08<00:03, 38.81it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 70%|██████▉ | 328/469 [00:08<00:03, 38.81it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 70%|███████ | 329/469 [00:08<00:03, 38.82it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 70%|███████ | 329/469 [00:08<00:03, 38.82it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 70%|███████ | 330/469 [00:08<00:03, 38.82it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 70%|███████ | 330/469 [00:08<00:03, 38.82it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 71%|███████ | 331/469 [00:08<00:03, 38.84it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 71%|███████ | 331/469 [00:08<00:03, 38.84it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 71%|███████ | 332/469 [00:08<00:03, 38.84it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 71%|███████ | 332/469 [00:08<00:03, 38.84it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 71%|███████ | 333/469 [00:08<00:03, 38.86it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 71%|███████ | 333/469 [00:08<00:03, 38.86it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 71%|███████ | 334/469 [00:08<00:03, 38.86it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 71%|███████ | 334/469 [00:08<00:03, 38.86it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 71%|███████▏ | 335/469 [00:08<00:03, 38.87it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 71%|███████▏ | 335/469 [00:08<00:03, 38.87it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 72%|███████▏ | 336/469 [00:08<00:03, 38.89it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 72%|███████▏ | 336/469 [00:08<00:03, 38.89it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 72%|███████▏ | 337/469 [00:08<00:03, 38.90it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 72%|███████▏ | 337/469 [00:08<00:03, 38.89it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 72%|███████▏ | 338/469 [00:08<00:03, 38.91it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 72%|███████▏ | 338/469 [00:08<00:03, 38.91it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 72%|███████▏ | 339/469 [00:08<00:03, 38.92it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 72%|███████▏ | 339/469 [00:08<00:03, 38.91it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 72%|███████▏ | 340/469 [00:08<00:03, 38.92it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 72%|███████▏ | 340/469 [00:08<00:03, 38.92it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 73%|███████▎ | 341/469 [00:08<00:03, 38.93it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 73%|███████▎ | 341/469 [00:08<00:03, 38.93it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 73%|███████▎ | 342/469 [00:08<00:03, 38.93it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 73%|███████▎ | 342/469 [00:08<00:03, 38.93it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 73%|███████▎ | 343/469 [00:08<00:03, 38.94it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 73%|███████▎ | 343/469 [00:08<00:03, 38.94it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 73%|███████▎ | 344/469 [00:08<00:03, 38.96it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 73%|███████▎ | 344/469 [00:08<00:03, 38.96it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 74%|███████▎ | 345/469 [00:08<00:03, 38.97it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 74%|███████▎ | 345/469 [00:08<00:03, 38.97it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 74%|███████▍ | 346/469 [00:08<00:03, 38.99it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 74%|███████▍ | 346/469 [00:08<00:03, 38.99it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 74%|███████▍ | 347/469 [00:08<00:03, 38.99it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 74%|███████▍ | 347/469 [00:08<00:03, 38.99it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 74%|███████▍ | 348/469 [00:08<00:03, 39.01it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 74%|███████▍ | 348/469 [00:08<00:03, 39.01it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 74%|███████▍ | 349/469 [00:08<00:03, 39.03it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 74%|███████▍ | 349/469 [00:08<00:03, 39.03it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 75%|███████▍ | 350/469 [00:08<00:03, 39.03it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 75%|███████▍ | 350/469 [00:08<00:03, 39.03it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 75%|███████▍ | 351/469 [00:08<00:03, 39.05it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 75%|███████▍ | 351/469 [00:08<00:03, 39.05it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 75%|███████▌ | 352/469 [00:09<00:02, 39.05it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 75%|███████▌ | 352/469 [00:09<00:02, 39.05it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 75%|███████▌ | 353/469 [00:09<00:02, 39.07it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 75%|███████▌ | 353/469 [00:09<00:02, 39.07it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 75%|███████▌ | 354/469 [00:09<00:02, 39.07it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 75%|███████▌ | 354/469 [00:09<00:02, 39.07it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 76%|███████▌ | 355/469 [00:09<00:02, 39.09it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 76%|███████▌ | 355/469 [00:09<00:02, 39.09it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 76%|███████▌ | 356/469 [00:09<00:02, 39.09it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 76%|███████▌ | 356/469 [00:09<00:02, 39.09it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 76%|███████▌ | 357/469 [00:09<00:02, 39.11it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 76%|███████▌ | 357/469 [00:09<00:02, 39.10it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 76%|███████▋ | 358/469 [00:09<00:02, 39.11it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 76%|███████▋ | 358/469 [00:09<00:02, 39.11it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 77%|███████▋ | 359/469 [00:09<00:02, 39.13it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 77%|███████▋ | 359/469 [00:09<00:02, 39.12it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 77%|███████▋ | 360/469 [00:09<00:02, 39.13it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 77%|███████▋ | 360/469 [00:09<00:02, 39.13it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 77%|███████▋ | 361/469 [00:09<00:02, 39.14it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 77%|███████▋ | 361/469 [00:09<00:02, 39.13it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 77%|███████▋ | 362/469 [00:09<00:02, 39.14it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 77%|███████▋ | 362/469 [00:09<00:02, 39.14it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 77%|███████▋ | 363/469 [00:09<00:02, 39.15it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 77%|███████▋ | 363/469 [00:09<00:02, 39.14it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 78%|███████▊ | 364/469 [00:09<00:02, 39.15it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 78%|███████▊ | 364/469 [00:09<00:02, 39.15it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 78%|███████▊ | 365/469 [00:09<00:02, 39.16it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 78%|███████▊ | 365/469 [00:09<00:02, 39.16it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 78%|███████▊ | 366/469 [00:09<00:02, 39.17it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 78%|███████▊ | 366/469 [00:09<00:02, 39.16it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 78%|███████▊ | 367/469 [00:09<00:02, 39.17it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 78%|███████▊ | 367/469 [00:09<00:02, 39.17it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 78%|███████▊ | 368/469 [00:09<00:02, 39.19it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 78%|███████▊ | 368/469 [00:09<00:02, 39.19it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 79%|███████▊ | 369/469 [00:09<00:02, 39.21it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 79%|███████▊ | 369/469 [00:09<00:02, 39.21it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 79%|███████▉ | 370/469 [00:09<00:02, 39.21it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 79%|███████▉ | 370/469 [00:09<00:02, 39.21it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 79%|███████▉ | 371/469 [00:09<00:02, 39.22it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 79%|███████▉ | 371/469 [00:09<00:02, 39.22it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 79%|███████▉ | 372/469 [00:09<00:02, 39.23it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 79%|███████▉ | 372/469 [00:09<00:02, 39.23it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 80%|███████▉ | 373/469 [00:09<00:02, 39.24it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 80%|███████▉ | 373/469 [00:09<00:02, 39.24it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 80%|███████▉ | 374/469 [00:09<00:02, 39.25it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 80%|███████▉ | 374/469 [00:09<00:02, 39.24it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 80%|███████▉ | 375/469 [00:09<00:02, 39.25it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 80%|███████▉ | 375/469 [00:09<00:02, 39.24it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 80%|████████ | 376/469 [00:09<00:02, 39.26it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 80%|████████ | 376/469 [00:09<00:02, 39.26it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 80%|████████ | 377/469 [00:09<00:02, 39.26it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 80%|████████ | 377/469 [00:09<00:02, 39.26it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 81%|████████ | 378/469 [00:09<00:02, 39.28it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 81%|████████ | 378/469 [00:09<00:02, 39.28it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 81%|████████ | 379/469 [00:09<00:02, 39.28it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 81%|████████ | 379/469 [00:09<00:02, 39.28it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 81%|████████ | 380/469 [00:09<00:02, 39.28it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 81%|████████ | 380/469 [00:09<00:02, 39.28it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 81%|████████ | 381/469 [00:09<00:02, 39.29it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 81%|████████ | 381/469 [00:09<00:02, 39.29it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 81%|████████▏ | 382/469 [00:09<00:02, 39.29it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 81%|████████▏ | 382/469 [00:09<00:02, 39.29it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 82%|████████▏ | 383/469 [00:09<00:02, 39.29it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 82%|████████▏ | 383/469 [00:09<00:02, 39.29it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 82%|████████▏ | 384/469 [00:09<00:02, 39.31it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 82%|████████▏ | 384/469 [00:09<00:02, 39.31it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 82%|████████▏ | 385/469 [00:09<00:02, 39.31it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 82%|████████▏ | 385/469 [00:09<00:02, 39.31it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 82%|████████▏ | 386/469 [00:09<00:02, 39.32it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 82%|████████▏ | 386/469 [00:09<00:02, 39.32it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 83%|████████▎ | 387/469 [00:09<00:02, 39.33it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 83%|████████▎ | 387/469 [00:09<00:02, 39.32it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 83%|████████▎ | 388/469 [00:09<00:02, 39.32it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 83%|████████▎ | 388/469 [00:09<00:02, 39.31it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 83%|████████▎ | 389/469 [00:09<00:02, 39.32it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 83%|████████▎ | 389/469 [00:09<00:02, 39.32it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 83%|████████▎ | 390/469 [00:09<00:02, 39.32it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 83%|████████▎ | 390/469 [00:09<00:02, 39.32it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 83%|████████▎ | 391/469 [00:09<00:01, 39.33it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 83%|████████▎ | 391/469 [00:09<00:01, 39.33it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 84%|████████▎ | 392/469 [00:09<00:01, 39.33it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 84%|████████▎ | 392/469 [00:09<00:01, 39.33it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 84%|████████▍ | 393/469 [00:09<00:01, 39.34it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 84%|████████▍ | 393/469 [00:09<00:01, 39.34it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 84%|████████▍ | 394/469 [00:10<00:01, 39.35it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 84%|████████▍ | 394/469 [00:10<00:01, 39.34it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 84%|████████▍ | 395/469 [00:10<00:01, 39.35it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 84%|████████▍ | 395/469 [00:10<00:01, 39.35it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 84%|████████▍ | 396/469 [00:10<00:01, 39.36it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 84%|████████▍ | 396/469 [00:10<00:01, 39.36it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 85%|████████▍ | 397/469 [00:10<00:01, 39.38it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 85%|████████▍ | 397/469 [00:10<00:01, 39.38it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 85%|████████▍ | 398/469 [00:10<00:01, 39.38it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 85%|████████▍ | 398/469 [00:10<00:01, 39.38it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 85%|████████▌ | 399/469 [00:10<00:01, 39.39it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 85%|████████▌ | 399/469 [00:10<00:01, 39.39it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 85%|████████▌ | 400/469 [00:10<00:01, 39.40it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 85%|████████▌ | 400/469 [00:10<00:01, 39.39it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 86%|████████▌ | 401/469 [00:10<00:01, 39.40it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 86%|████████▌ | 401/469 [00:10<00:01, 39.39it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 86%|████████▌ | 402/469 [00:10<00:01, 39.41it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 86%|████████▌ | 402/469 [00:10<00:01, 39.41it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 86%|████████▌ | 403/469 [00:10<00:01, 39.41it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 86%|████████▌ | 403/469 [00:10<00:01, 39.41it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 86%|████████▌ | 404/469 [00:10<00:01, 39.42it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 86%|████████▌ | 404/469 [00:10<00:01, 39.42it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 86%|████████▋ | 405/469 [00:10<00:01, 39.43it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 86%|████████▋ | 405/469 [00:10<00:01, 39.42it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 87%|████████▋ | 406/469 [00:10<00:01, 39.44it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 87%|████████▋ | 406/469 [00:10<00:01, 39.44it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 87%|████████▋ | 407/469 [00:10<00:01, 39.44it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 87%|████████▋ | 407/469 [00:10<00:01, 39.43it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 87%|████████▋ | 408/469 [00:10<00:01, 39.43it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 87%|████████▋ | 408/469 [00:10<00:01, 39.43it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 87%|████████▋ | 409/469 [00:10<00:01, 39.44it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 87%|████████▋ | 409/469 [00:10<00:01, 39.44it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 87%|████████▋ | 410/469 [00:10<00:01, 39.45it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 87%|████████▋ | 410/469 [00:10<00:01, 39.44it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 88%|████████▊ | 411/469 [00:10<00:01, 39.45it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 88%|████████▊ | 411/469 [00:10<00:01, 39.44it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 88%|████████▊ | 412/469 [00:10<00:01, 39.46it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 88%|████████▊ | 412/469 [00:10<00:01, 39.46it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 88%|████████▊ | 413/469 [00:10<00:01, 39.46it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 88%|████████▊ | 413/469 [00:10<00:01, 39.46it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 88%|████████▊ | 414/469 [00:10<00:01, 39.47it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 88%|████████▊ | 414/469 [00:10<00:01, 39.47it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 88%|████████▊ | 415/469 [00:10<00:01, 39.47it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 88%|████████▊ | 415/469 [00:10<00:01, 39.47it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 89%|████████▊ | 416/469 [00:10<00:01, 39.49it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 89%|████████▊ | 416/469 [00:10<00:01, 39.48it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 89%|████████▉ | 417/469 [00:10<00:01, 39.49it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 89%|████████▉ | 417/469 [00:10<00:01, 39.49it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 89%|████████▉ | 418/469 [00:10<00:01, 39.50it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 89%|████████▉ | 418/469 [00:10<00:01, 39.50it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 89%|████████▉ | 419/469 [00:10<00:01, 39.50it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 89%|████████▉ | 419/469 [00:10<00:01, 39.50it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 90%|████████▉ | 420/469 [00:10<00:01, 39.52it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 90%|████████▉ | 420/469 [00:10<00:01, 39.51it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 90%|████████▉ | 421/469 [00:10<00:01, 39.52it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 90%|████████▉ | 421/469 [00:10<00:01, 39.52it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 90%|████████▉ | 422/469 [00:10<00:01, 39.53it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 90%|████████▉ | 422/469 [00:10<00:01, 39.53it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 90%|█████████ | 423/469 [00:10<00:01, 39.53it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 90%|█████████ | 423/469 [00:10<00:01, 39.53it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 90%|█████████ | 424/469 [00:10<00:01, 39.54it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 90%|█████████ | 424/469 [00:10<00:01, 39.54it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 91%|█████████ | 425/469 [00:10<00:01, 39.55it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 91%|█████████ | 425/469 [00:10<00:01, 39.54it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 91%|█████████ | 426/469 [00:10<00:01, 39.56it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 91%|█████████ | 426/469 [00:10<00:01, 39.56it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 91%|█████████ | 427/469 [00:10<00:01, 39.56it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 91%|█████████ | 427/469 [00:10<00:01, 39.56it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 91%|█████████▏| 428/469 [00:10<00:01, 39.57it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 91%|█████████▏| 428/469 [00:10<00:01, 39.57it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 91%|█████████▏| 429/469 [00:10<00:01, 39.57it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 91%|█████████▏| 429/469 [00:10<00:01, 39.57it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 92%|█████████▏| 430/469 [00:10<00:00, 39.59it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 92%|█████████▏| 430/469 [00:10<00:00, 39.58it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 92%|█████████▏| 431/469 [00:10<00:00, 39.59it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 92%|█████████▏| 431/469 [00:10<00:00, 39.58it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 92%|█████████▏| 432/469 [00:10<00:00, 39.60it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 92%|█████████▏| 432/469 [00:10<00:00, 39.59it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 92%|█████████▏| 433/469 [00:10<00:00, 39.60it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 92%|█████████▏| 433/469 [00:10<00:00, 39.59it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 93%|█████████▎| 434/469 [00:10<00:00, 39.61it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 93%|█████████▎| 434/469 [00:10<00:00, 39.61it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 93%|█████████▎| 435/469 [00:10<00:00, 39.61it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 93%|█████████▎| 435/469 [00:10<00:00, 39.61it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 93%|█████████▎| 436/469 [00:11<00:00, 39.62it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 93%|█████████▎| 436/469 [00:11<00:00, 39.62it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 93%|█████████▎| 437/469 [00:11<00:00, 39.62it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 93%|█████████▎| 437/469 [00:11<00:00, 39.62it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 93%|█████████▎| 438/469 [00:11<00:00, 39.63it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 93%|█████████▎| 438/469 [00:11<00:00, 39.63it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 94%|█████████▎| 439/469 [00:11<00:00, 39.63it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 94%|█████████▎| 439/469 [00:11<00:00, 39.63it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 94%|█████████▍| 440/469 [00:11<00:00, 39.65it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 94%|█████████▍| 440/469 [00:11<00:00, 39.64it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 94%|█████████▍| 441/469 [00:11<00:00, 39.65it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 94%|█████████▍| 441/469 [00:11<00:00, 39.65it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 94%|█████████▍| 442/469 [00:11<00:00, 39.66it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 94%|█████████▍| 442/469 [00:11<00:00, 39.66it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 94%|█████████▍| 443/469 [00:11<00:00, 39.66it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 94%|█████████▍| 443/469 [00:11<00:00, 39.66it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 95%|█████████▍| 444/469 [00:11<00:00, 39.66it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 95%|█████████▍| 444/469 [00:11<00:00, 39.66it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 95%|█████████▍| 445/469 [00:11<00:00, 39.66it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 95%|█████████▍| 445/469 [00:11<00:00, 39.66it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 95%|█████████▌| 446/469 [00:11<00:00, 39.67it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 95%|█████████▌| 446/469 [00:11<00:00, 39.67it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 95%|█████████▌| 447/469 [00:11<00:00, 39.68it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 95%|█████████▌| 447/469 [00:11<00:00, 39.67it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 96%|█████████▌| 448/469 [00:11<00:00, 39.69it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 96%|█████████▌| 448/469 [00:11<00:00, 39.68it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 96%|█████████▌| 449/469 [00:11<00:00, 39.68it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 96%|█████████▌| 449/469 [00:11<00:00, 39.68it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 96%|█████████▌| 450/469 [00:11<00:00, 39.71it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 96%|█████████▌| 450/469 [00:11<00:00, 39.71it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 96%|█████████▌| 451/469 [00:11<00:00, 39.74it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 96%|█████████▌| 451/469 [00:11<00:00, 39.74it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 96%|█████████▋| 452/469 [00:11<00:00, 39.77it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 96%|█████████▋| 452/469 [00:11<00:00, 39.77it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 97%|█████████▋| 453/469 [00:11<00:00, 39.80it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 97%|█████████▋| 453/469 [00:11<00:00, 39.80it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 97%|█████████▋| 454/469 [00:11<00:00, 39.84it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 97%|█████████▋| 454/469 [00:11<00:00, 39.84it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 97%|█████████▋| 455/469 [00:11<00:00, 39.87it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 97%|█████████▋| 455/469 [00:11<00:00, 39.87it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 97%|█████████▋| 456/469 [00:11<00:00, 39.90it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 97%|█████████▋| 456/469 [00:11<00:00, 39.90it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 97%|█████████▋| 457/469 [00:11<00:00, 39.93it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 97%|█████████▋| 457/469 [00:11<00:00, 39.93it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 98%|█████████▊| 458/469 [00:11<00:00, 39.97it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 98%|█████████▊| 458/469 [00:11<00:00, 39.96it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 98%|█████████▊| 459/469 [00:11<00:00, 40.00it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 98%|█████████▊| 459/469 [00:11<00:00, 40.00it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 98%|█████████▊| 460/469 [00:11<00:00, 40.03it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 98%|█████████▊| 460/469 [00:11<00:00, 40.03it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 98%|█████████▊| 461/469 [00:11<00:00, 40.06it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 98%|█████████▊| 461/469 [00:11<00:00, 40.06it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 99%|█████████▊| 462/469 [00:11<00:00, 40.09it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 99%|█████████▊| 462/469 [00:11<00:00, 40.09it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 99%|█████████▊| 463/469 [00:11<00:00, 40.12it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 99%|█████████▊| 463/469 [00:11<00:00, 40.12it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 99%|█████████▉| 464/469 [00:11<00:00, 40.15it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 99%|█████████▉| 464/469 [00:11<00:00, 40.15it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 99%|█████████▉| 465/469 [00:11<00:00, 40.18it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 99%|█████████▉| 465/469 [00:11<00:00, 40.18it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 99%|█████████▉| 466/469 [00:11<00:00, 40.21it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 99%|█████████▉| 466/469 [00:11<00:00, 40.21it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 100%|█████████▉| 467/469 [00:11<00:00, 40.24it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 100%|█████████▉| 467/469 [00:11<00:00, 40.24it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 100%|█████████▉| 468/469 [00:11<00:00, 40.28it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 100%|█████████▉| 468/469 [00:11<00:00, 40.27it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 100%|██████████| 469/469 [00:11<00:00, 40.29it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 100%|██████████| 469/469 [00:11<00:00, 40.29it/s, v_num=8, acc1/train=0.990, f1/train=0.990, precision/train=0.990, recall/train=0.990, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
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Epoch 1: 100%|██████████| 469/469 [00:13<00:00, 35.74it/s, v_num=8, acc1/train=0.990, f1/train=0.990, precision/train=0.990, recall/train=0.990, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 1: 100%|██████████| 469/469 [00:13<00:00, 35.74it/s, v_num=8, acc1/train=0.990, f1/train=0.990, precision/train=0.990, recall/train=0.990, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
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Epoch 2: 0%| | 0/469 [00:00<?, ?it/s, v_num=8, acc1/train=0.990, f1/train=0.990, precision/train=0.990, recall/train=0.990, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 0%| | 1/469 [00:00<04:57, 1.57it/s, v_num=8, acc1/train=0.990, f1/train=0.990, precision/train=0.990, recall/train=0.990, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 0%| | 1/469 [00:00<04:57, 1.57it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 0%| | 2/469 [00:00<02:34, 3.03it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 0%| | 2/469 [00:00<02:34, 3.03it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 1%| | 3/469 [00:00<01:46, 4.40it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 1%| | 3/469 [00:00<01:46, 4.39it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 1%| | 4/469 [00:00<01:22, 5.61it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 1%| | 4/469 [00:00<01:22, 5.60it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 1%| | 5/469 [00:00<01:08, 6.80it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 1%| | 5/469 [00:00<01:08, 6.80it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 1%|▏ | 6/469 [00:00<00:58, 7.91it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 1%|▏ | 6/469 [00:00<00:58, 7.90it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 1%|▏ | 7/469 [00:00<00:51, 8.95it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 1%|▏ | 7/469 [00:00<00:51, 8.95it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 2%|▏ | 8/469 [00:00<00:46, 9.97it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 2%|▏ | 8/469 [00:00<00:46, 9.96it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 2%|▏ | 9/469 [00:00<00:42, 10.89it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 2%|▏ | 9/469 [00:00<00:42, 10.88it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 2%|▏ | 10/469 [00:00<00:39, 11.73it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 2%|▏ | 10/469 [00:00<00:39, 11.72it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 2%|▏ | 11/469 [00:00<00:36, 12.55it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 2%|▏ | 11/469 [00:00<00:36, 12.54it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 3%|▎ | 12/469 [00:00<00:34, 13.30it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 3%|▎ | 12/469 [00:00<00:34, 13.30it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 3%|▎ | 13/469 [00:00<00:32, 14.02it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 3%|▎ | 13/469 [00:00<00:32, 14.01it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 3%|▎ | 14/469 [00:00<00:30, 14.72it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 3%|▎ | 14/469 [00:00<00:30, 14.71it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 3%|▎ | 15/469 [00:00<00:29, 15.38it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 3%|▎ | 15/469 [00:00<00:29, 15.38it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 3%|▎ | 16/469 [00:00<00:28, 16.03it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 3%|▎ | 16/469 [00:00<00:28, 16.02it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 4%|▎ | 17/469 [00:01<00:27, 16.63it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 4%|▎ | 17/469 [00:01<00:27, 16.62it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 4%|▍ | 18/469 [00:01<00:26, 17.22it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 4%|▍ | 18/469 [00:01<00:26, 17.21it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 4%|▍ | 19/469 [00:01<00:25, 17.78it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 4%|▍ | 19/469 [00:01<00:25, 17.77it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 4%|▍ | 20/469 [00:01<00:24, 18.29it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 4%|▍ | 20/469 [00:01<00:24, 18.28it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 4%|▍ | 21/469 [00:01<00:23, 18.79it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 4%|▍ | 21/469 [00:01<00:23, 18.78it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 5%|▍ | 22/469 [00:01<00:23, 19.27it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 5%|▍ | 22/469 [00:01<00:23, 19.26it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 5%|▍ | 23/469 [00:01<00:22, 19.73it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 5%|▍ | 23/469 [00:01<00:22, 19.72it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 5%|▌ | 24/469 [00:01<00:22, 20.17it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 5%|▌ | 24/469 [00:01<00:22, 20.16it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 5%|▌ | 25/469 [00:01<00:21, 20.59it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 5%|▌ | 25/469 [00:01<00:21, 20.58it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 6%|▌ | 26/469 [00:01<00:21, 21.00it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 6%|▌ | 26/469 [00:01<00:21, 20.99it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 6%|▌ | 27/469 [00:01<00:20, 21.39it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 6%|▌ | 27/469 [00:01<00:20, 21.38it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 6%|▌ | 28/469 [00:01<00:20, 21.77it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 6%|▌ | 28/469 [00:01<00:20, 21.76it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 6%|▌ | 29/469 [00:01<00:19, 22.13it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 6%|▌ | 29/469 [00:01<00:19, 22.13it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 6%|▋ | 30/469 [00:01<00:19, 22.49it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 6%|▋ | 30/469 [00:01<00:19, 22.48it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 7%|▋ | 31/469 [00:01<00:19, 22.83it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 7%|▋ | 31/469 [00:01<00:19, 22.82it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 7%|▋ | 32/469 [00:01<00:18, 23.16it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 7%|▋ | 32/469 [00:01<00:18, 23.15it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 7%|▋ | 33/469 [00:01<00:18, 23.47it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 7%|▋ | 33/469 [00:01<00:18, 23.46it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 7%|▋ | 34/469 [00:01<00:18, 23.77it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 7%|▋ | 34/469 [00:01<00:18, 23.76it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 7%|▋ | 35/469 [00:01<00:18, 24.07it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 7%|▋ | 35/469 [00:01<00:18, 24.06it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 8%|▊ | 36/469 [00:01<00:17, 24.35it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 8%|▊ | 36/469 [00:01<00:17, 24.34it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 8%|▊ | 37/469 [00:01<00:17, 24.63it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 8%|▊ | 37/469 [00:01<00:17, 24.62it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 8%|▊ | 38/469 [00:01<00:17, 24.90it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 8%|▊ | 38/469 [00:01<00:17, 24.89it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 8%|▊ | 39/469 [00:01<00:17, 25.16it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 8%|▊ | 39/469 [00:01<00:17, 25.15it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 9%|▊ | 40/469 [00:01<00:16, 25.41it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 9%|▊ | 40/469 [00:01<00:16, 25.40it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 9%|▊ | 41/469 [00:01<00:16, 25.63it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 9%|▊ | 41/469 [00:01<00:16, 25.62it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 9%|▉ | 42/469 [00:01<00:16, 25.87it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 9%|▉ | 42/469 [00:01<00:16, 25.86it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 9%|▉ | 43/469 [00:01<00:16, 26.10it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 9%|▉ | 43/469 [00:01<00:16, 26.09it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 9%|▉ | 44/469 [00:01<00:16, 26.32it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 9%|▉ | 44/469 [00:01<00:16, 26.31it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 10%|▉ | 45/469 [00:01<00:15, 26.54it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 10%|▉ | 45/469 [00:01<00:15, 26.53it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 10%|▉ | 46/469 [00:01<00:15, 26.75it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 10%|▉ | 46/469 [00:01<00:15, 26.75it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 10%|█ | 47/469 [00:01<00:15, 26.94it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 10%|█ | 47/469 [00:01<00:15, 26.93it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 10%|█ | 48/469 [00:01<00:15, 27.14it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 10%|█ | 48/469 [00:01<00:15, 27.13it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 10%|█ | 49/469 [00:01<00:15, 27.33it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 10%|█ | 49/469 [00:01<00:15, 27.32it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 11%|█ | 50/469 [00:01<00:15, 27.52it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 11%|█ | 50/469 [00:01<00:15, 27.51it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 11%|█ | 51/469 [00:01<00:15, 27.71it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 11%|█ | 51/469 [00:01<00:15, 27.70it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 11%|█ | 52/469 [00:01<00:14, 27.89it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 11%|█ | 52/469 [00:01<00:14, 27.88it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 11%|█▏ | 53/469 [00:01<00:14, 28.06it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 11%|█▏ | 53/469 [00:01<00:14, 28.06it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 12%|█▏ | 54/469 [00:01<00:14, 28.23it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 12%|█▏ | 54/469 [00:01<00:14, 28.23it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 12%|█▏ | 55/469 [00:01<00:14, 28.40it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 12%|█▏ | 55/469 [00:01<00:14, 28.38it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 12%|█▏ | 56/469 [00:01<00:14, 28.54it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 12%|█▏ | 56/469 [00:01<00:14, 28.54it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 12%|█▏ | 57/469 [00:01<00:14, 28.70it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 12%|█▏ | 57/469 [00:01<00:14, 28.70it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 12%|█▏ | 58/469 [00:02<00:14, 28.86it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 12%|█▏ | 58/469 [00:02<00:14, 28.86it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 13%|█▎ | 59/469 [00:02<00:14, 29.02it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 13%|█▎ | 59/469 [00:02<00:14, 29.01it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 13%|█▎ | 60/469 [00:02<00:14, 29.17it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 13%|█▎ | 60/469 [00:02<00:14, 29.16it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 13%|█▎ | 61/469 [00:02<00:13, 29.32it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 13%|█▎ | 61/469 [00:02<00:13, 29.31it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 13%|█▎ | 62/469 [00:02<00:13, 29.46it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 13%|█▎ | 62/469 [00:02<00:13, 29.46it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 13%|█▎ | 63/469 [00:02<00:13, 29.60it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 13%|█▎ | 63/469 [00:02<00:13, 29.59it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 14%|█▎ | 64/469 [00:02<00:13, 29.74it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 14%|█▎ | 64/469 [00:02<00:13, 29.73it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 14%|█▍ | 65/469 [00:02<00:13, 29.87it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 14%|█▍ | 65/469 [00:02<00:13, 29.86it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 14%|█▍ | 66/469 [00:02<00:13, 30.00it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 14%|█▍ | 66/469 [00:02<00:13, 30.00it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 14%|█▍ | 67/469 [00:02<00:13, 30.14it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 14%|█▍ | 67/469 [00:02<00:13, 30.13it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 14%|█▍ | 68/469 [00:02<00:13, 30.27it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 14%|█▍ | 68/469 [00:02<00:13, 30.26it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 15%|█▍ | 69/469 [00:02<00:13, 30.39it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 15%|█▍ | 69/469 [00:02<00:13, 30.38it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 15%|█▍ | 70/469 [00:02<00:13, 30.51it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 15%|█▍ | 70/469 [00:02<00:13, 30.51it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 15%|█▌ | 71/469 [00:02<00:12, 30.64it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 15%|█▌ | 71/469 [00:02<00:12, 30.63it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 15%|█▌ | 72/469 [00:02<00:12, 30.75it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 15%|█▌ | 72/469 [00:02<00:12, 30.75it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 16%|█▌ | 73/469 [00:02<00:12, 30.86it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 16%|█▌ | 73/469 [00:02<00:12, 30.85it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 16%|█▌ | 74/469 [00:02<00:12, 30.98it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 16%|█▌ | 74/469 [00:02<00:12, 30.97it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 16%|█▌ | 75/469 [00:02<00:12, 31.09it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 16%|█▌ | 75/469 [00:02<00:12, 31.09it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 16%|█▌ | 76/469 [00:02<00:12, 31.20it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 16%|█▌ | 76/469 [00:02<00:12, 31.19it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 16%|█▋ | 77/469 [00:02<00:12, 31.31it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 16%|█▋ | 77/469 [00:02<00:12, 31.30it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 17%|█▋ | 78/469 [00:02<00:12, 31.41it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 17%|█▋ | 78/469 [00:02<00:12, 31.40it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 17%|█▋ | 79/469 [00:02<00:12, 31.51it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 17%|█▋ | 79/469 [00:02<00:12, 31.50it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 17%|█▋ | 80/469 [00:02<00:12, 31.61it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 17%|█▋ | 80/469 [00:02<00:12, 31.60it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 17%|█▋ | 81/469 [00:02<00:12, 31.70it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 17%|█▋ | 81/469 [00:02<00:12, 31.70it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 17%|█▋ | 82/469 [00:02<00:12, 31.80it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 17%|█▋ | 82/469 [00:02<00:12, 31.80it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 18%|█▊ | 83/469 [00:02<00:12, 31.90it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 18%|█▊ | 83/469 [00:02<00:12, 31.90it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 18%|█▊ | 84/469 [00:02<00:12, 32.00it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 18%|█▊ | 84/469 [00:02<00:12, 31.99it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 18%|█▊ | 85/469 [00:02<00:11, 32.09it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 18%|█▊ | 85/469 [00:02<00:11, 32.09it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 18%|█▊ | 86/469 [00:02<00:11, 32.18it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 18%|█▊ | 86/469 [00:02<00:11, 32.18it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 19%|█▊ | 87/469 [00:02<00:11, 32.28it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 19%|█▊ | 87/469 [00:02<00:11, 32.27it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 19%|█▉ | 88/469 [00:02<00:11, 32.36it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 19%|█▉ | 88/469 [00:02<00:11, 32.36it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 19%|█▉ | 89/469 [00:02<00:11, 32.45it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 19%|█▉ | 89/469 [00:02<00:11, 32.44it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 19%|█▉ | 90/469 [00:02<00:11, 32.53it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 19%|█▉ | 90/469 [00:02<00:11, 32.53it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 19%|█▉ | 91/469 [00:02<00:11, 32.62it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 19%|█▉ | 91/469 [00:02<00:11, 32.61it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 20%|█▉ | 92/469 [00:02<00:11, 32.70it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 20%|█▉ | 92/469 [00:02<00:11, 32.69it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 20%|█▉ | 93/469 [00:02<00:11, 32.78it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 20%|█▉ | 93/469 [00:02<00:11, 32.78it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 20%|██ | 94/469 [00:02<00:11, 32.86it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 20%|██ | 94/469 [00:02<00:11, 32.85it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 20%|██ | 95/469 [00:02<00:11, 32.94it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 20%|██ | 95/469 [00:02<00:11, 32.93it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 20%|██ | 96/469 [00:02<00:11, 33.01it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 20%|██ | 96/469 [00:02<00:11, 33.01it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 21%|██ | 97/469 [00:02<00:11, 33.09it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 21%|██ | 97/469 [00:02<00:11, 33.09it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 21%|██ | 98/469 [00:02<00:11, 33.16it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 21%|██ | 98/469 [00:02<00:11, 33.16it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 21%|██ | 99/469 [00:02<00:11, 33.23it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 21%|██ | 99/469 [00:02<00:11, 33.22it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 21%|██▏ | 100/469 [00:03<00:11, 33.30it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 21%|██▏ | 100/469 [00:03<00:11, 33.29it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 22%|██▏ | 101/469 [00:03<00:11, 33.37it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 22%|██▏ | 101/469 [00:03<00:11, 33.36it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 22%|██▏ | 102/469 [00:03<00:10, 33.44it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 22%|██▏ | 102/469 [00:03<00:10, 33.43it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 22%|██▏ | 103/469 [00:03<00:10, 33.50it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 22%|██▏ | 103/469 [00:03<00:10, 33.50it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 22%|██▏ | 104/469 [00:03<00:10, 33.57it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 22%|██▏ | 104/469 [00:03<00:10, 33.57it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 22%|██▏ | 105/469 [00:03<00:10, 33.64it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 22%|██▏ | 105/469 [00:03<00:10, 33.63it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 23%|██▎ | 106/469 [00:03<00:10, 33.70it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 23%|██▎ | 106/469 [00:03<00:10, 33.70it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 23%|██▎ | 107/469 [00:03<00:10, 33.77it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 23%|██▎ | 107/469 [00:03<00:10, 33.76it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 23%|██▎ | 108/469 [00:03<00:10, 33.83it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 23%|██▎ | 108/469 [00:03<00:10, 33.82it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 23%|██▎ | 109/469 [00:03<00:10, 33.89it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 23%|██▎ | 109/469 [00:03<00:10, 33.88it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 23%|██▎ | 110/469 [00:03<00:10, 33.95it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 23%|██▎ | 110/469 [00:03<00:10, 33.95it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 24%|██▎ | 111/469 [00:03<00:10, 34.01it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 24%|██▎ | 111/469 [00:03<00:10, 34.01it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 24%|██▍ | 112/469 [00:03<00:10, 34.07it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 24%|██▍ | 112/469 [00:03<00:10, 34.06it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 24%|██▍ | 113/469 [00:03<00:10, 34.12it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 24%|██▍ | 113/469 [00:03<00:10, 34.12it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 24%|██▍ | 114/469 [00:03<00:10, 34.18it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 24%|██▍ | 114/469 [00:03<00:10, 34.18it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 25%|██▍ | 115/469 [00:03<00:10, 34.24it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 25%|██▍ | 115/469 [00:03<00:10, 34.24it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 25%|██▍ | 116/469 [00:03<00:10, 34.30it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 25%|██▍ | 116/469 [00:03<00:10, 34.29it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 25%|██▍ | 117/469 [00:03<00:10, 34.36it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 25%|██▍ | 117/469 [00:03<00:10, 34.35it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 25%|██▌ | 118/469 [00:03<00:10, 34.41it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 25%|██▌ | 118/469 [00:03<00:10, 34.41it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 25%|██▌ | 119/469 [00:03<00:10, 34.46it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 25%|██▌ | 119/469 [00:03<00:10, 34.46it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 26%|██▌ | 120/469 [00:03<00:10, 34.52it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 26%|██▌ | 120/469 [00:03<00:10, 34.51it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 26%|██▌ | 121/469 [00:03<00:10, 34.60it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 26%|██▌ | 121/469 [00:03<00:10, 34.60it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 26%|██▌ | 122/469 [00:03<00:10, 34.64it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 26%|██▌ | 122/469 [00:03<00:10, 34.63it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 26%|██▌ | 123/469 [00:03<00:09, 34.71it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 26%|██▌ | 123/469 [00:03<00:09, 34.70it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 26%|██▋ | 124/469 [00:03<00:09, 34.78it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 26%|██▋ | 124/469 [00:03<00:09, 34.78it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 27%|██▋ | 125/469 [00:03<00:09, 34.81it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 27%|██▋ | 125/469 [00:03<00:09, 34.80it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 27%|██▋ | 126/469 [00:03<00:09, 34.88it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 27%|██▋ | 126/469 [00:03<00:09, 34.87it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 27%|██▋ | 127/469 [00:03<00:09, 34.91it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 27%|██▋ | 127/469 [00:03<00:09, 34.91it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 27%|██▋ | 128/469 [00:03<00:09, 34.97it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 27%|██▋ | 128/469 [00:03<00:09, 34.96it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 28%|██▊ | 129/469 [00:03<00:09, 35.00it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 28%|██▊ | 129/469 [00:03<00:09, 35.00it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 28%|██▊ | 130/469 [00:03<00:09, 35.04it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 28%|██▊ | 130/469 [00:03<00:09, 35.03it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 28%|██▊ | 131/469 [00:03<00:09, 35.08it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 28%|██▊ | 131/469 [00:03<00:09, 35.08it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 28%|██▊ | 132/469 [00:03<00:09, 35.12it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 28%|██▊ | 132/469 [00:03<00:09, 35.11it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 28%|██▊ | 133/469 [00:03<00:09, 35.16it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 28%|██▊ | 133/469 [00:03<00:09, 35.15it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 29%|██▊ | 134/469 [00:03<00:09, 35.20it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 29%|██▊ | 134/469 [00:03<00:09, 35.20it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 29%|██▉ | 135/469 [00:03<00:09, 35.24it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 29%|██▉ | 135/469 [00:03<00:09, 35.24it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 29%|██▉ | 136/469 [00:03<00:09, 35.27it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 29%|██▉ | 136/469 [00:03<00:09, 35.27it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 29%|██▉ | 137/469 [00:03<00:09, 35.31it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 29%|██▉ | 137/469 [00:03<00:09, 35.30it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 29%|██▉ | 138/469 [00:03<00:09, 35.38it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 29%|██▉ | 138/469 [00:03<00:09, 35.37it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 30%|██▉ | 139/469 [00:03<00:09, 35.41it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 30%|██▉ | 139/469 [00:03<00:09, 35.40it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 30%|██▉ | 140/469 [00:03<00:09, 35.47it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 30%|██▉ | 140/469 [00:03<00:09, 35.46it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 30%|███ | 141/469 [00:03<00:09, 35.50it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 30%|███ | 141/469 [00:03<00:09, 35.49it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 30%|███ | 142/469 [00:03<00:09, 35.56it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 30%|███ | 142/469 [00:03<00:09, 35.56it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 30%|███ | 143/469 [00:04<00:09, 35.59it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 30%|███ | 143/469 [00:04<00:09, 35.58it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 31%|███ | 144/469 [00:04<00:09, 35.65it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 31%|███ | 144/469 [00:04<00:09, 35.65it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 31%|███ | 145/469 [00:04<00:09, 35.68it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 31%|███ | 145/469 [00:04<00:09, 35.67it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 31%|███ | 146/469 [00:04<00:09, 35.73it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 31%|███ | 146/469 [00:04<00:09, 35.73it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 31%|███▏ | 147/469 [00:04<00:09, 35.75it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 31%|███▏ | 147/469 [00:04<00:09, 35.75it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 32%|███▏ | 148/469 [00:04<00:08, 35.81it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 32%|███▏ | 148/469 [00:04<00:08, 35.81it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 32%|███▏ | 149/469 [00:04<00:08, 35.84it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 32%|███▏ | 149/469 [00:04<00:08, 35.83it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 32%|███▏ | 150/469 [00:04<00:08, 35.89it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 32%|███▏ | 150/469 [00:04<00:08, 35.89it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 32%|███▏ | 151/469 [00:04<00:08, 35.92it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 32%|███▏ | 151/469 [00:04<00:08, 35.91it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 32%|███▏ | 152/469 [00:04<00:08, 35.96it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 32%|███▏ | 152/469 [00:04<00:08, 35.96it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 33%|███▎ | 153/469 [00:04<00:08, 35.99it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 33%|███▎ | 153/469 [00:04<00:08, 35.99it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 33%|███▎ | 154/469 [00:04<00:08, 36.04it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 33%|███▎ | 154/469 [00:04<00:08, 36.04it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 33%|███▎ | 155/469 [00:04<00:08, 36.07it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 33%|███▎ | 155/469 [00:04<00:08, 36.06it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 33%|███▎ | 156/469 [00:04<00:08, 36.12it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 33%|███▎ | 156/469 [00:04<00:08, 36.11it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 33%|███▎ | 157/469 [00:04<00:08, 36.13it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 33%|███▎ | 157/469 [00:04<00:08, 36.13it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 34%|███▎ | 158/469 [00:04<00:08, 36.18it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 34%|███▎ | 158/469 [00:04<00:08, 36.18it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 34%|███▍ | 159/469 [00:04<00:08, 36.21it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 34%|███▍ | 159/469 [00:04<00:08, 36.20it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 34%|███▍ | 160/469 [00:04<00:08, 36.26it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 34%|███▍ | 160/469 [00:04<00:08, 36.25it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 34%|███▍ | 161/469 [00:04<00:08, 36.27it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 34%|███▍ | 161/469 [00:04<00:08, 36.26it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 35%|███▍ | 162/469 [00:04<00:08, 36.31it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 35%|███▍ | 162/469 [00:04<00:08, 36.30it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 35%|███▍ | 163/469 [00:04<00:08, 36.32it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 35%|███▍ | 163/469 [00:04<00:08, 36.32it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 35%|███▍ | 164/469 [00:04<00:08, 36.37it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 35%|███▍ | 164/469 [00:04<00:08, 36.36it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 35%|███▌ | 165/469 [00:04<00:08, 36.39it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 35%|███▌ | 165/469 [00:04<00:08, 36.38it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 35%|███▌ | 166/469 [00:04<00:08, 36.43it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 35%|███▌ | 166/469 [00:04<00:08, 36.43it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 36%|███▌ | 167/469 [00:04<00:08, 36.45it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 36%|███▌ | 167/469 [00:04<00:08, 36.45it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 36%|███▌ | 168/469 [00:04<00:08, 36.50it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 36%|███▌ | 168/469 [00:04<00:08, 36.50it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 36%|███▌ | 169/469 [00:04<00:08, 36.52it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 36%|███▌ | 169/469 [00:04<00:08, 36.51it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 36%|███▌ | 170/469 [00:04<00:08, 36.56it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 36%|███▌ | 170/469 [00:04<00:08, 36.56it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 36%|███▋ | 171/469 [00:04<00:08, 36.58it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 36%|███▋ | 171/469 [00:04<00:08, 36.58it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 37%|███▋ | 172/469 [00:04<00:08, 36.63it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 37%|███▋ | 172/469 [00:04<00:08, 36.62it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 37%|███▋ | 173/469 [00:04<00:08, 36.63it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 37%|███▋ | 173/469 [00:04<00:08, 36.63it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 37%|███▋ | 174/469 [00:04<00:08, 36.68it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 37%|███▋ | 174/469 [00:04<00:08, 36.68it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 37%|███▋ | 175/469 [00:04<00:08, 36.70it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 37%|███▋ | 175/469 [00:04<00:08, 36.70it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 38%|███▊ | 176/469 [00:04<00:07, 36.71it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 38%|███▊ | 176/469 [00:04<00:07, 36.70it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 38%|███▊ | 177/469 [00:04<00:07, 36.75it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 38%|███▊ | 177/469 [00:04<00:07, 36.75it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 38%|███▊ | 178/469 [00:04<00:07, 36.77it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 38%|███▊ | 178/469 [00:04<00:07, 36.77it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 38%|███▊ | 179/469 [00:04<00:07, 36.81it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 38%|███▊ | 179/469 [00:04<00:07, 36.81it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 38%|███▊ | 180/469 [00:04<00:07, 36.83it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 38%|███▊ | 180/469 [00:04<00:07, 36.83it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 39%|███▊ | 181/469 [00:04<00:07, 36.87it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 39%|███▊ | 181/469 [00:04<00:07, 36.87it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 39%|███▉ | 182/469 [00:04<00:07, 36.87it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 39%|███▉ | 182/469 [00:04<00:07, 36.87it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 39%|███▉ | 183/469 [00:04<00:07, 36.90it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 39%|███▉ | 183/469 [00:04<00:07, 36.90it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 39%|███▉ | 184/469 [00:04<00:07, 36.90it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 39%|███▉ | 184/469 [00:04<00:07, 36.90it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 39%|███▉ | 185/469 [00:05<00:07, 36.94it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 39%|███▉ | 185/469 [00:05<00:07, 36.93it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 40%|███▉ | 186/469 [00:05<00:07, 36.98it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 40%|███▉ | 186/469 [00:05<00:07, 36.97it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 40%|███▉ | 187/469 [00:05<00:07, 36.99it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 40%|███▉ | 187/469 [00:05<00:07, 36.99it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 40%|████ | 188/469 [00:05<00:07, 37.02it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 40%|████ | 188/469 [00:05<00:07, 37.02it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 40%|████ | 189/469 [00:05<00:07, 37.04it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 40%|████ | 189/469 [00:05<00:07, 37.03it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 41%|████ | 190/469 [00:05<00:07, 37.07it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 41%|████ | 190/469 [00:05<00:07, 37.07it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 41%|████ | 191/469 [00:05<00:07, 37.08it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 41%|████ | 191/469 [00:05<00:07, 37.07it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 41%|████ | 192/469 [00:05<00:07, 37.10it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 41%|████ | 192/469 [00:05<00:07, 37.09it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 41%|████ | 193/469 [00:05<00:07, 37.12it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 41%|████ | 193/469 [00:05<00:07, 37.11it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 41%|████▏ | 194/469 [00:05<00:07, 37.14it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 41%|████▏ | 194/469 [00:05<00:07, 37.14it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 42%|████▏ | 195/469 [00:05<00:07, 37.16it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 42%|████▏ | 195/469 [00:05<00:07, 37.16it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 42%|████▏ | 196/469 [00:05<00:07, 37.18it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 42%|████▏ | 196/469 [00:05<00:07, 37.18it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 42%|████▏ | 197/469 [00:05<00:07, 37.21it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 42%|████▏ | 197/469 [00:05<00:07, 37.20it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 42%|████▏ | 198/469 [00:05<00:07, 37.23it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 42%|████▏ | 198/469 [00:05<00:07, 37.22it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 42%|████▏ | 199/469 [00:05<00:07, 37.24it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 42%|████▏ | 199/469 [00:05<00:07, 37.24it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 43%|████▎ | 200/469 [00:05<00:07, 37.26it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 43%|████▎ | 200/469 [00:05<00:07, 37.26it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 43%|████▎ | 201/469 [00:05<00:07, 37.28it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 43%|████▎ | 201/469 [00:05<00:07, 37.28it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 43%|████▎ | 202/469 [00:05<00:07, 37.30it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 43%|████▎ | 202/469 [00:05<00:07, 37.30it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 43%|████▎ | 203/469 [00:05<00:07, 37.32it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 43%|████▎ | 203/469 [00:05<00:07, 37.32it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 43%|████▎ | 204/469 [00:05<00:07, 37.34it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 43%|████▎ | 204/469 [00:05<00:07, 37.34it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 44%|████▎ | 205/469 [00:05<00:07, 37.36it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 44%|████▎ | 205/469 [00:05<00:07, 37.36it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 44%|████▍ | 206/469 [00:05<00:07, 37.38it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 44%|████▍ | 206/469 [00:05<00:07, 37.38it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 44%|████▍ | 207/469 [00:05<00:07, 37.40it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 44%|████▍ | 207/469 [00:05<00:07, 37.40it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 44%|████▍ | 208/469 [00:05<00:06, 37.42it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 44%|████▍ | 208/469 [00:05<00:06, 37.42it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 45%|████▍ | 209/469 [00:05<00:06, 37.44it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 45%|████▍ | 209/469 [00:05<00:06, 37.43it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 45%|████▍ | 210/469 [00:05<00:06, 37.45it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 45%|████▍ | 210/469 [00:05<00:06, 37.45it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 45%|████▍ | 211/469 [00:05<00:06, 37.47it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 45%|████▍ | 211/469 [00:05<00:06, 37.47it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 45%|████▌ | 212/469 [00:05<00:06, 37.49it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 45%|████▌ | 212/469 [00:05<00:06, 37.49it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 45%|████▌ | 213/469 [00:05<00:06, 37.51it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 45%|████▌ | 213/469 [00:05<00:06, 37.50it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 46%|████▌ | 214/469 [00:05<00:06, 37.52it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 46%|████▌ | 214/469 [00:05<00:06, 37.52it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 46%|████▌ | 215/469 [00:05<00:06, 37.54it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 46%|████▌ | 215/469 [00:05<00:06, 37.54it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 46%|████▌ | 216/469 [00:05<00:06, 37.56it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 46%|████▌ | 216/469 [00:05<00:06, 37.56it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 46%|████▋ | 217/469 [00:05<00:06, 37.58it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 46%|████▋ | 217/469 [00:05<00:06, 37.58it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 46%|████▋ | 218/469 [00:05<00:06, 37.60it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 46%|████▋ | 218/469 [00:05<00:06, 37.59it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 47%|████▋ | 219/469 [00:05<00:06, 37.61it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 47%|████▋ | 219/469 [00:05<00:06, 37.61it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 47%|████▋ | 220/469 [00:05<00:06, 37.63it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 47%|████▋ | 220/469 [00:05<00:06, 37.63it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 47%|████▋ | 221/469 [00:05<00:06, 37.65it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 47%|████▋ | 221/469 [00:05<00:06, 37.64it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 47%|████▋ | 222/469 [00:05<00:06, 37.66it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 47%|████▋ | 222/469 [00:05<00:06, 37.66it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 48%|████▊ | 223/469 [00:05<00:06, 37.68it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 48%|████▊ | 223/469 [00:05<00:06, 37.68it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 48%|████▊ | 224/469 [00:05<00:06, 37.70it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 48%|████▊ | 224/469 [00:05<00:06, 37.69it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 48%|████▊ | 225/469 [00:05<00:06, 37.71it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 48%|████▊ | 225/469 [00:05<00:06, 37.71it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 48%|████▊ | 226/469 [00:05<00:06, 37.73it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 48%|████▊ | 226/469 [00:05<00:06, 37.73it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 48%|████▊ | 227/469 [00:06<00:06, 37.74it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 48%|████▊ | 227/469 [00:06<00:06, 37.74it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 49%|████▊ | 228/469 [00:06<00:06, 37.76it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 49%|████▊ | 228/469 [00:06<00:06, 37.76it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 49%|████▉ | 229/469 [00:06<00:06, 37.78it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 49%|████▉ | 229/469 [00:06<00:06, 37.77it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 49%|████▉ | 230/469 [00:06<00:06, 37.79it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 49%|████▉ | 230/469 [00:06<00:06, 37.79it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 49%|████▉ | 231/469 [00:06<00:06, 37.81it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 49%|████▉ | 231/469 [00:06<00:06, 37.80it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 49%|████▉ | 232/469 [00:06<00:06, 37.82it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 49%|████▉ | 232/469 [00:06<00:06, 37.82it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 50%|████▉ | 233/469 [00:06<00:06, 37.84it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 50%|████▉ | 233/469 [00:06<00:06, 37.84it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 50%|████▉ | 234/469 [00:06<00:06, 37.85it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 50%|████▉ | 234/469 [00:06<00:06, 37.85it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 50%|█████ | 235/469 [00:06<00:06, 37.87it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 50%|█████ | 235/469 [00:06<00:06, 37.86it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 50%|█████ | 236/469 [00:06<00:06, 37.88it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 50%|█████ | 236/469 [00:06<00:06, 37.88it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 51%|█████ | 237/469 [00:06<00:06, 37.89it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 51%|█████ | 237/469 [00:06<00:06, 37.89it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 51%|█████ | 238/469 [00:06<00:06, 37.91it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 51%|█████ | 238/469 [00:06<00:06, 37.90it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 51%|█████ | 239/469 [00:06<00:06, 37.92it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 51%|█████ | 239/469 [00:06<00:06, 37.92it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 51%|█████ | 240/469 [00:06<00:06, 37.94it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 51%|█████ | 240/469 [00:06<00:06, 37.93it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 51%|█████▏ | 241/469 [00:06<00:06, 37.95it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 51%|█████▏ | 241/469 [00:06<00:06, 37.95it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 52%|█████▏ | 242/469 [00:06<00:05, 37.97it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 52%|█████▏ | 242/469 [00:06<00:05, 37.96it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 52%|█████▏ | 243/469 [00:06<00:05, 37.98it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 52%|█████▏ | 243/469 [00:06<00:05, 37.98it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 52%|█████▏ | 244/469 [00:06<00:05, 38.00it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 52%|█████▏ | 244/469 [00:06<00:05, 37.99it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 52%|█████▏ | 245/469 [00:06<00:05, 38.01it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 52%|█████▏ | 245/469 [00:06<00:05, 38.01it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 52%|█████▏ | 246/469 [00:06<00:05, 38.03it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 52%|█████▏ | 246/469 [00:06<00:05, 38.02it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 53%|█████▎ | 247/469 [00:06<00:05, 38.04it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 53%|█████▎ | 247/469 [00:06<00:05, 38.04it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 53%|█████▎ | 248/469 [00:06<00:05, 38.05it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 53%|█████▎ | 248/469 [00:06<00:05, 38.05it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 53%|█████▎ | 249/469 [00:06<00:05, 38.07it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 53%|█████▎ | 249/469 [00:06<00:05, 38.06it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 53%|█████▎ | 250/469 [00:06<00:05, 38.08it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 53%|█████▎ | 250/469 [00:06<00:05, 38.08it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 54%|█████▎ | 251/469 [00:06<00:05, 38.09it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 54%|█████▎ | 251/469 [00:06<00:05, 38.09it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 54%|█████▎ | 252/469 [00:06<00:05, 38.10it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 54%|█████▎ | 252/469 [00:06<00:05, 38.10it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 54%|█████▍ | 253/469 [00:06<00:05, 38.12it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 54%|█████▍ | 253/469 [00:06<00:05, 38.11it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 54%|█████▍ | 254/469 [00:06<00:05, 38.13it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 54%|█████▍ | 254/469 [00:06<00:05, 38.13it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 54%|█████▍ | 255/469 [00:06<00:05, 38.14it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 54%|█████▍ | 255/469 [00:06<00:05, 38.14it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 55%|█████▍ | 256/469 [00:06<00:05, 38.16it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 55%|█████▍ | 256/469 [00:06<00:05, 38.15it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 55%|█████▍ | 257/469 [00:06<00:05, 38.16it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 55%|█████▍ | 257/469 [00:06<00:05, 38.16it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 55%|█████▌ | 258/469 [00:06<00:05, 38.17it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 55%|█████▌ | 258/469 [00:06<00:05, 38.17it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 55%|█████▌ | 259/469 [00:06<00:05, 38.17it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 55%|█████▌ | 259/469 [00:06<00:05, 38.17it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 55%|█████▌ | 260/469 [00:06<00:05, 38.18it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 55%|█████▌ | 260/469 [00:06<00:05, 38.18it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 56%|█████▌ | 261/469 [00:06<00:05, 38.19it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 56%|█████▌ | 261/469 [00:06<00:05, 38.19it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 56%|█████▌ | 262/469 [00:06<00:05, 38.21it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 56%|█████▌ | 262/469 [00:06<00:05, 38.20it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 56%|█████▌ | 263/469 [00:06<00:05, 38.22it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 56%|█████▌ | 263/469 [00:06<00:05, 38.21it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 56%|█████▋ | 264/469 [00:06<00:05, 38.23it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 56%|█████▋ | 264/469 [00:06<00:05, 38.23it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 57%|█████▋ | 265/469 [00:06<00:05, 38.24it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 57%|█████▋ | 265/469 [00:06<00:05, 38.24it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 57%|█████▋ | 266/469 [00:06<00:05, 38.25it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 57%|█████▋ | 266/469 [00:06<00:05, 38.25it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 57%|█████▋ | 267/469 [00:06<00:05, 38.27it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 57%|█████▋ | 267/469 [00:06<00:05, 38.26it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 57%|█████▋ | 268/469 [00:07<00:05, 38.28it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 57%|█████▋ | 268/469 [00:07<00:05, 38.27it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 57%|█████▋ | 269/469 [00:07<00:05, 38.29it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 57%|█████▋ | 269/469 [00:07<00:05, 38.29it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 58%|█████▊ | 270/469 [00:07<00:05, 38.30it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 58%|█████▊ | 270/469 [00:07<00:05, 38.30it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 58%|█████▊ | 271/469 [00:07<00:05, 38.31it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 58%|█████▊ | 271/469 [00:07<00:05, 38.31it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 58%|█████▊ | 272/469 [00:07<00:05, 38.32it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 58%|█████▊ | 272/469 [00:07<00:05, 38.32it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 58%|█████▊ | 273/469 [00:07<00:05, 38.33it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 58%|█████▊ | 273/469 [00:07<00:05, 38.33it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 58%|█████▊ | 274/469 [00:07<00:05, 38.35it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 58%|█████▊ | 274/469 [00:07<00:05, 38.34it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 59%|█████▊ | 275/469 [00:07<00:05, 38.35it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 59%|█████▊ | 275/469 [00:07<00:05, 38.35it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 59%|█████▉ | 276/469 [00:07<00:05, 38.37it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 59%|█████▉ | 276/469 [00:07<00:05, 38.36it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 59%|█████▉ | 277/469 [00:07<00:05, 38.38it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 59%|█████▉ | 277/469 [00:07<00:05, 38.38it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 59%|█████▉ | 278/469 [00:07<00:04, 38.39it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 59%|█████▉ | 278/469 [00:07<00:04, 38.39it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 59%|█████▉ | 279/469 [00:07<00:04, 38.40it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 59%|█████▉ | 279/469 [00:07<00:04, 38.40it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 60%|█████▉ | 280/469 [00:07<00:04, 38.41it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 60%|█████▉ | 280/469 [00:07<00:04, 38.41it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 60%|█████▉ | 281/469 [00:07<00:04, 38.42it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 60%|█████▉ | 281/469 [00:07<00:04, 38.42it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 60%|██████ | 282/469 [00:07<00:04, 38.43it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 60%|██████ | 282/469 [00:07<00:04, 38.43it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 60%|██████ | 283/469 [00:07<00:04, 38.44it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 60%|██████ | 283/469 [00:07<00:04, 38.44it/s, v_num=8, acc1/train=0.914, f1/train=0.914, precision/train=0.914, recall/train=0.914, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 61%|██████ | 284/469 [00:07<00:04, 38.45it/s, v_num=8, acc1/train=0.914, f1/train=0.914, precision/train=0.914, recall/train=0.914, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 61%|██████ | 284/469 [00:07<00:04, 38.45it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 61%|██████ | 285/469 [00:07<00:04, 38.46it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 61%|██████ | 285/469 [00:07<00:04, 38.46it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 61%|██████ | 286/469 [00:07<00:04, 38.48it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 61%|██████ | 286/469 [00:07<00:04, 38.47it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 61%|██████ | 287/469 [00:07<00:04, 38.49it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 61%|██████ | 287/469 [00:07<00:04, 38.48it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 61%|██████▏ | 288/469 [00:07<00:04, 38.50it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 61%|██████▏ | 288/469 [00:07<00:04, 38.49it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 62%|██████▏ | 289/469 [00:07<00:04, 38.51it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 62%|██████▏ | 289/469 [00:07<00:04, 38.50it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 62%|██████▏ | 290/469 [00:07<00:04, 38.52it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 62%|██████▏ | 290/469 [00:07<00:04, 38.52it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 62%|██████▏ | 291/469 [00:07<00:04, 38.53it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 62%|██████▏ | 291/469 [00:07<00:04, 38.52it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 62%|██████▏ | 292/469 [00:07<00:04, 38.54it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 62%|██████▏ | 292/469 [00:07<00:04, 38.54it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 62%|██████▏ | 293/469 [00:07<00:04, 38.55it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 62%|██████▏ | 293/469 [00:07<00:04, 38.55it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 63%|██████▎ | 294/469 [00:07<00:04, 38.56it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 63%|██████▎ | 294/469 [00:07<00:04, 38.56it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 63%|██████▎ | 295/469 [00:07<00:04, 38.57it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 63%|██████▎ | 295/469 [00:07<00:04, 38.57it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 63%|██████▎ | 296/469 [00:07<00:04, 38.58it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 63%|██████▎ | 296/469 [00:07<00:04, 38.58it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 63%|██████▎ | 297/469 [00:07<00:04, 38.59it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 63%|██████▎ | 297/469 [00:07<00:04, 38.59it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 64%|██████▎ | 298/469 [00:07<00:04, 38.60it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 64%|██████▎ | 298/469 [00:07<00:04, 38.60it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 64%|██████▍ | 299/469 [00:07<00:04, 38.61it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 64%|██████▍ | 299/469 [00:07<00:04, 38.61it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 64%|██████▍ | 300/469 [00:07<00:04, 38.62it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 64%|██████▍ | 300/469 [00:07<00:04, 38.62it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 64%|██████▍ | 301/469 [00:07<00:04, 38.63it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 64%|██████▍ | 301/469 [00:07<00:04, 38.62it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 64%|██████▍ | 302/469 [00:07<00:04, 38.64it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 64%|██████▍ | 302/469 [00:07<00:04, 38.63it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 65%|██████▍ | 303/469 [00:07<00:04, 38.65it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 65%|██████▍ | 303/469 [00:07<00:04, 38.64it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 65%|██████▍ | 304/469 [00:07<00:04, 38.66it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 65%|██████▍ | 304/469 [00:07<00:04, 38.65it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 65%|██████▌ | 305/469 [00:07<00:04, 38.67it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 65%|██████▌ | 305/469 [00:07<00:04, 38.66it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 65%|██████▌ | 306/469 [00:07<00:04, 38.68it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 65%|██████▌ | 306/469 [00:07<00:04, 38.67it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 65%|██████▌ | 307/469 [00:07<00:04, 38.68it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 65%|██████▌ | 307/469 [00:07<00:04, 38.68it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 66%|██████▌ | 308/469 [00:07<00:04, 38.69it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 66%|██████▌ | 308/469 [00:07<00:04, 38.69it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 66%|██████▌ | 309/469 [00:07<00:04, 38.70it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 66%|██████▌ | 309/469 [00:07<00:04, 38.70it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 66%|██████▌ | 310/469 [00:08<00:04, 38.71it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 66%|██████▌ | 310/469 [00:08<00:04, 38.71it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 66%|██████▋ | 311/469 [00:08<00:04, 38.72it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 66%|██████▋ | 311/469 [00:08<00:04, 38.72it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 67%|██████▋ | 312/469 [00:08<00:04, 38.73it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 67%|██████▋ | 312/469 [00:08<00:04, 38.73it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 67%|██████▋ | 313/469 [00:08<00:04, 38.74it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 67%|██████▋ | 313/469 [00:08<00:04, 38.73it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 67%|██████▋ | 314/469 [00:08<00:04, 38.75it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 67%|██████▋ | 314/469 [00:08<00:04, 38.74it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 67%|██████▋ | 315/469 [00:08<00:03, 38.76it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 67%|██████▋ | 315/469 [00:08<00:03, 38.75it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 67%|██████▋ | 316/469 [00:08<00:03, 38.77it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 67%|██████▋ | 316/469 [00:08<00:03, 38.76it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 68%|██████▊ | 317/469 [00:08<00:03, 38.77it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 68%|██████▊ | 317/469 [00:08<00:03, 38.77it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 68%|██████▊ | 318/469 [00:08<00:03, 38.78it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 68%|██████▊ | 318/469 [00:08<00:03, 38.78it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 68%|██████▊ | 319/469 [00:08<00:03, 38.79it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 68%|██████▊ | 319/469 [00:08<00:03, 38.79it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 68%|██████▊ | 320/469 [00:08<00:03, 38.80it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 68%|██████▊ | 320/469 [00:08<00:03, 38.80it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 68%|██████▊ | 321/469 [00:08<00:03, 38.82it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 68%|██████▊ | 321/469 [00:08<00:03, 38.82it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 69%|██████▊ | 322/469 [00:08<00:03, 38.82it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 69%|██████▊ | 322/469 [00:08<00:03, 38.82it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 69%|██████▉ | 323/469 [00:08<00:03, 38.84it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 69%|██████▉ | 323/469 [00:08<00:03, 38.84it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 69%|██████▉ | 324/469 [00:08<00:03, 38.85it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 69%|██████▉ | 324/469 [00:08<00:03, 38.84it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 69%|██████▉ | 325/469 [00:08<00:03, 38.84it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 69%|██████▉ | 325/469 [00:08<00:03, 38.84it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 70%|██████▉ | 326/469 [00:08<00:03, 38.85it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 70%|██████▉ | 326/469 [00:08<00:03, 38.85it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 70%|██████▉ | 327/469 [00:08<00:03, 38.87it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 70%|██████▉ | 327/469 [00:08<00:03, 38.87it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 70%|██████▉ | 328/469 [00:08<00:03, 38.87it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 70%|██████▉ | 328/469 [00:08<00:03, 38.87it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 70%|███████ | 329/469 [00:08<00:03, 38.87it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 70%|███████ | 329/469 [00:08<00:03, 38.86it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 70%|███████ | 330/469 [00:08<00:03, 38.87it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 70%|███████ | 330/469 [00:08<00:03, 38.87it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 71%|███████ | 331/469 [00:08<00:03, 38.88it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 71%|███████ | 331/469 [00:08<00:03, 38.88it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 71%|███████ | 332/469 [00:08<00:03, 38.89it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 71%|███████ | 332/469 [00:08<00:03, 38.89it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 71%|███████ | 333/469 [00:08<00:03, 38.90it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 71%|███████ | 333/469 [00:08<00:03, 38.89it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 71%|███████ | 334/469 [00:08<00:03, 38.91it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 71%|███████ | 334/469 [00:08<00:03, 38.90it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 71%|███████▏ | 335/469 [00:08<00:03, 38.91it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 71%|███████▏ | 335/469 [00:08<00:03, 38.91it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 72%|███████▏ | 336/469 [00:08<00:03, 38.92it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 72%|███████▏ | 336/469 [00:08<00:03, 38.92it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 72%|███████▏ | 337/469 [00:08<00:03, 38.93it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 72%|███████▏ | 337/469 [00:08<00:03, 38.92it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 72%|███████▏ | 338/469 [00:08<00:03, 38.93it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 72%|███████▏ | 338/469 [00:08<00:03, 38.93it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 72%|███████▏ | 339/469 [00:08<00:03, 38.94it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 72%|███████▏ | 339/469 [00:08<00:03, 38.94it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 72%|███████▏ | 340/469 [00:08<00:03, 38.95it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 72%|███████▏ | 340/469 [00:08<00:03, 38.95it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 73%|███████▎ | 341/469 [00:08<00:03, 38.96it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 73%|███████▎ | 341/469 [00:08<00:03, 38.95it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 73%|███████▎ | 342/469 [00:08<00:03, 38.96it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 73%|███████▎ | 342/469 [00:08<00:03, 38.96it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 73%|███████▎ | 343/469 [00:08<00:03, 38.96it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 73%|███████▎ | 343/469 [00:08<00:03, 38.96it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 73%|███████▎ | 344/469 [00:08<00:03, 38.98it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 73%|███████▎ | 344/469 [00:08<00:03, 38.98it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 74%|███████▎ | 345/469 [00:08<00:03, 38.99it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 74%|███████▎ | 345/469 [00:08<00:03, 38.98it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 74%|███████▍ | 346/469 [00:08<00:03, 38.99it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 74%|███████▍ | 346/469 [00:08<00:03, 38.99it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 74%|███████▍ | 347/469 [00:08<00:03, 39.00it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 74%|███████▍ | 347/469 [00:08<00:03, 39.00it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 74%|███████▍ | 348/469 [00:08<00:03, 39.01it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 74%|███████▍ | 348/469 [00:08<00:03, 39.00it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 74%|███████▍ | 349/469 [00:08<00:03, 39.01it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 74%|███████▍ | 349/469 [00:08<00:03, 39.01it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 75%|███████▍ | 350/469 [00:08<00:03, 39.02it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 75%|███████▍ | 350/469 [00:08<00:03, 39.02it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 75%|███████▍ | 351/469 [00:08<00:03, 39.03it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 75%|███████▍ | 351/469 [00:08<00:03, 39.02it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 75%|███████▌ | 352/469 [00:09<00:02, 39.03it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 75%|███████▌ | 352/469 [00:09<00:02, 39.03it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 75%|███████▌ | 353/469 [00:09<00:02, 39.04it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 75%|███████▌ | 353/469 [00:09<00:02, 39.04it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 75%|███████▌ | 354/469 [00:09<00:02, 39.05it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 75%|███████▌ | 354/469 [00:09<00:02, 39.04it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 76%|███████▌ | 355/469 [00:09<00:02, 39.05it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 76%|███████▌ | 355/469 [00:09<00:02, 39.05it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 76%|███████▌ | 356/469 [00:09<00:02, 39.06it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 76%|███████▌ | 356/469 [00:09<00:02, 39.06it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 76%|███████▌ | 357/469 [00:09<00:02, 39.06it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 76%|███████▌ | 357/469 [00:09<00:02, 39.06it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 76%|███████▋ | 358/469 [00:09<00:02, 39.07it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 76%|███████▋ | 358/469 [00:09<00:02, 39.07it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 77%|███████▋ | 359/469 [00:09<00:02, 39.07it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 77%|███████▋ | 359/469 [00:09<00:02, 39.07it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 77%|███████▋ | 360/469 [00:09<00:02, 39.08it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 77%|███████▋ | 360/469 [00:09<00:02, 39.08it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 77%|███████▋ | 361/469 [00:09<00:02, 39.09it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 77%|███████▋ | 361/469 [00:09<00:02, 39.09it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 77%|███████▋ | 362/469 [00:09<00:02, 39.10it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 77%|███████▋ | 362/469 [00:09<00:02, 39.10it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 77%|███████▋ | 363/469 [00:09<00:02, 39.10it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 77%|███████▋ | 363/469 [00:09<00:02, 39.10it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 78%|███████▊ | 364/469 [00:09<00:02, 39.11it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 78%|███████▊ | 364/469 [00:09<00:02, 39.11it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 78%|███████▊ | 365/469 [00:09<00:02, 39.12it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 78%|███████▊ | 365/469 [00:09<00:02, 39.11it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 78%|███████▊ | 366/469 [00:09<00:02, 39.12it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 78%|███████▊ | 366/469 [00:09<00:02, 39.12it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 78%|███████▊ | 367/469 [00:09<00:02, 39.13it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 78%|███████▊ | 367/469 [00:09<00:02, 39.13it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 78%|███████▊ | 368/469 [00:09<00:02, 39.14it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 78%|███████▊ | 368/469 [00:09<00:02, 39.13it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 79%|███████▊ | 369/469 [00:09<00:02, 39.14it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 79%|███████▊ | 369/469 [00:09<00:02, 39.14it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 79%|███████▉ | 370/469 [00:09<00:02, 39.15it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 79%|███████▉ | 370/469 [00:09<00:02, 39.15it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 79%|███████▉ | 371/469 [00:09<00:02, 39.16it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 79%|███████▉ | 371/469 [00:09<00:02, 39.15it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 79%|███████▉ | 372/469 [00:09<00:02, 39.16it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 79%|███████▉ | 372/469 [00:09<00:02, 39.16it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 80%|███████▉ | 373/469 [00:09<00:02, 39.17it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 80%|███████▉ | 373/469 [00:09<00:02, 39.17it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 80%|███████▉ | 374/469 [00:09<00:02, 39.18it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 80%|███████▉ | 374/469 [00:09<00:02, 39.18it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 80%|███████▉ | 375/469 [00:09<00:02, 39.19it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 80%|███████▉ | 375/469 [00:09<00:02, 39.18it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 80%|████████ | 376/469 [00:09<00:02, 39.19it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 80%|████████ | 376/469 [00:09<00:02, 39.19it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 80%|████████ | 377/469 [00:09<00:02, 39.20it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 80%|████████ | 377/469 [00:09<00:02, 39.20it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 81%|████████ | 378/469 [00:09<00:02, 39.20it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 81%|████████ | 378/469 [00:09<00:02, 39.20it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 81%|████████ | 379/469 [00:09<00:02, 39.21it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 81%|████████ | 379/469 [00:09<00:02, 39.21it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 81%|████████ | 380/469 [00:09<00:02, 39.22it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 81%|████████ | 380/469 [00:09<00:02, 39.22it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 81%|████████ | 381/469 [00:09<00:02, 39.22it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 81%|████████ | 381/469 [00:09<00:02, 39.22it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 81%|████████▏ | 382/469 [00:09<00:02, 39.23it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 81%|████████▏ | 382/469 [00:09<00:02, 39.23it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 82%|████████▏ | 383/469 [00:09<00:02, 39.24it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 82%|████████▏ | 383/469 [00:09<00:02, 39.24it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 82%|████████▏ | 384/469 [00:09<00:02, 39.24it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 82%|████████▏ | 384/469 [00:09<00:02, 39.24it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 82%|████████▏ | 385/469 [00:09<00:02, 39.25it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 82%|████████▏ | 385/469 [00:09<00:02, 39.24it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 82%|████████▏ | 386/469 [00:09<00:02, 39.25it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 82%|████████▏ | 386/469 [00:09<00:02, 39.25it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 83%|████████▎ | 387/469 [00:09<00:02, 39.26it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 83%|████████▎ | 387/469 [00:09<00:02, 39.25it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 83%|████████▎ | 388/469 [00:09<00:02, 39.26it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 83%|████████▎ | 388/469 [00:09<00:02, 39.26it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 83%|████████▎ | 389/469 [00:09<00:02, 39.27it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 83%|████████▎ | 389/469 [00:09<00:02, 39.27it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 83%|████████▎ | 390/469 [00:09<00:02, 39.27it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 83%|████████▎ | 390/469 [00:09<00:02, 39.27it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 83%|████████▎ | 391/469 [00:09<00:01, 39.28it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 83%|████████▎ | 391/469 [00:09<00:01, 39.28it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 84%|████████▎ | 392/469 [00:09<00:01, 39.28it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 84%|████████▎ | 392/469 [00:09<00:01, 39.28it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 84%|████████▍ | 393/469 [00:10<00:01, 39.29it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 84%|████████▍ | 393/469 [00:10<00:01, 39.28it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 84%|████████▍ | 394/469 [00:10<00:01, 39.29it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 84%|████████▍ | 394/469 [00:10<00:01, 39.29it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 84%|████████▍ | 395/469 [00:10<00:01, 39.29it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 84%|████████▍ | 395/469 [00:10<00:01, 39.29it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 84%|████████▍ | 396/469 [00:10<00:01, 39.30it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 84%|████████▍ | 396/469 [00:10<00:01, 39.29it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 85%|████████▍ | 397/469 [00:10<00:01, 39.30it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 85%|████████▍ | 397/469 [00:10<00:01, 39.30it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 85%|████████▍ | 398/469 [00:10<00:01, 39.30it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 85%|████████▍ | 398/469 [00:10<00:01, 39.30it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 85%|████████▌ | 399/469 [00:10<00:01, 39.31it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 85%|████████▌ | 399/469 [00:10<00:01, 39.31it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 85%|████████▌ | 400/469 [00:10<00:01, 39.31it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 85%|████████▌ | 400/469 [00:10<00:01, 39.31it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 86%|████████▌ | 401/469 [00:10<00:01, 39.31it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 86%|████████▌ | 401/469 [00:10<00:01, 39.31it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 86%|████████▌ | 402/469 [00:10<00:01, 39.31it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 86%|████████▌ | 402/469 [00:10<00:01, 39.31it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 86%|████████▌ | 403/469 [00:10<00:01, 39.32it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 86%|████████▌ | 403/469 [00:10<00:01, 39.32it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 86%|████████▌ | 404/469 [00:10<00:01, 39.32it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 86%|████████▌ | 404/469 [00:10<00:01, 39.32it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 86%|████████▋ | 405/469 [00:10<00:01, 39.33it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 86%|████████▋ | 405/469 [00:10<00:01, 39.32it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 87%|████████▋ | 406/469 [00:10<00:01, 39.33it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 87%|████████▋ | 406/469 [00:10<00:01, 39.32it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 87%|████████▋ | 407/469 [00:10<00:01, 39.33it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 87%|████████▋ | 407/469 [00:10<00:01, 39.33it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 87%|████████▋ | 408/469 [00:10<00:01, 39.33it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 87%|████████▋ | 408/469 [00:10<00:01, 39.33it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 87%|████████▋ | 409/469 [00:10<00:01, 39.33it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 87%|████████▋ | 409/469 [00:10<00:01, 39.33it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 87%|████████▋ | 410/469 [00:10<00:01, 39.34it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 87%|████████▋ | 410/469 [00:10<00:01, 39.34it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 88%|████████▊ | 411/469 [00:10<00:01, 39.34it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 88%|████████▊ | 411/469 [00:10<00:01, 39.34it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 88%|████████▊ | 412/469 [00:10<00:01, 39.35it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 88%|████████▊ | 412/469 [00:10<00:01, 39.34it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 88%|████████▊ | 413/469 [00:10<00:01, 39.35it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 88%|████████▊ | 413/469 [00:10<00:01, 39.35it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 88%|████████▊ | 414/469 [00:10<00:01, 39.35it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 88%|████████▊ | 414/469 [00:10<00:01, 39.35it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 88%|████████▊ | 415/469 [00:10<00:01, 39.35it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 88%|████████▊ | 415/469 [00:10<00:01, 39.35it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 89%|████████▊ | 416/469 [00:10<00:01, 39.36it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 89%|████████▊ | 416/469 [00:10<00:01, 39.35it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 89%|████████▉ | 417/469 [00:10<00:01, 39.36it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 89%|████████▉ | 417/469 [00:10<00:01, 39.36it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 89%|████████▉ | 418/469 [00:10<00:01, 39.36it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 89%|████████▉ | 418/469 [00:10<00:01, 39.36it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 89%|████████▉ | 419/469 [00:10<00:01, 39.37it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 89%|████████▉ | 419/469 [00:10<00:01, 39.36it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 90%|████████▉ | 420/469 [00:10<00:01, 39.37it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 90%|████████▉ | 420/469 [00:10<00:01, 39.37it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 90%|████████▉ | 421/469 [00:10<00:01, 39.37it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 90%|████████▉ | 421/469 [00:10<00:01, 39.37it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 90%|████████▉ | 422/469 [00:10<00:01, 39.38it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 90%|████████▉ | 422/469 [00:10<00:01, 39.38it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 90%|█████████ | 423/469 [00:10<00:01, 39.38it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 90%|█████████ | 423/469 [00:10<00:01, 39.38it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 90%|█████████ | 424/469 [00:10<00:01, 39.39it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 90%|█████████ | 424/469 [00:10<00:01, 39.38it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 91%|█████████ | 425/469 [00:10<00:01, 39.39it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 91%|█████████ | 425/469 [00:10<00:01, 39.39it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 91%|█████████ | 426/469 [00:10<00:01, 39.39it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 91%|█████████ | 426/469 [00:10<00:01, 39.39it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 91%|█████████ | 427/469 [00:10<00:01, 39.40it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 91%|█████████ | 427/469 [00:10<00:01, 39.39it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 91%|█████████▏| 428/469 [00:10<00:01, 39.40it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 91%|█████████▏| 428/469 [00:10<00:01, 39.40it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 91%|█████████▏| 429/469 [00:10<00:01, 39.40it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 91%|█████████▏| 429/469 [00:10<00:01, 39.40it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 92%|█████████▏| 430/469 [00:10<00:00, 39.41it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 92%|█████████▏| 430/469 [00:10<00:00, 39.40it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 92%|█████████▏| 431/469 [00:10<00:00, 39.41it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 92%|█████████▏| 431/469 [00:10<00:00, 39.41it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 92%|█████████▏| 432/469 [00:10<00:00, 39.41it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 92%|█████████▏| 432/469 [00:10<00:00, 39.41it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 92%|█████████▏| 433/469 [00:10<00:00, 39.41it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 92%|█████████▏| 433/469 [00:10<00:00, 39.41it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 93%|█████████▎| 434/469 [00:11<00:00, 39.42it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 93%|█████████▎| 434/469 [00:11<00:00, 39.42it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 93%|█████████▎| 435/469 [00:11<00:00, 39.42it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 93%|█████████▎| 435/469 [00:11<00:00, 39.42it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 93%|█████████▎| 436/469 [00:11<00:00, 39.42it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 93%|█████████▎| 436/469 [00:11<00:00, 39.42it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 93%|█████████▎| 437/469 [00:11<00:00, 39.43it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 93%|█████████▎| 437/469 [00:11<00:00, 39.42it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 93%|█████████▎| 438/469 [00:11<00:00, 39.43it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 93%|█████████▎| 438/469 [00:11<00:00, 39.43it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 94%|█████████▎| 439/469 [00:11<00:00, 39.44it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 94%|█████████▎| 439/469 [00:11<00:00, 39.43it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 94%|█████████▍| 440/469 [00:11<00:00, 39.44it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 94%|█████████▍| 440/469 [00:11<00:00, 39.44it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 94%|█████████▍| 441/469 [00:11<00:00, 39.44it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 94%|█████████▍| 441/469 [00:11<00:00, 39.44it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 94%|█████████▍| 442/469 [00:11<00:00, 39.45it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 94%|█████████▍| 442/469 [00:11<00:00, 39.44it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 94%|█████████▍| 443/469 [00:11<00:00, 39.45it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 94%|█████████▍| 443/469 [00:11<00:00, 39.45it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 95%|█████████▍| 444/469 [00:11<00:00, 39.45it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 95%|█████████▍| 444/469 [00:11<00:00, 39.45it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 95%|█████████▍| 445/469 [00:11<00:00, 39.46it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 95%|█████████▍| 445/469 [00:11<00:00, 39.45it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 95%|█████████▌| 446/469 [00:11<00:00, 39.46it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 95%|█████████▌| 446/469 [00:11<00:00, 39.46it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 95%|█████████▌| 447/469 [00:11<00:00, 39.46it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 95%|█████████▌| 447/469 [00:11<00:00, 39.46it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 96%|█████████▌| 448/469 [00:11<00:00, 39.47it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 96%|█████████▌| 448/469 [00:11<00:00, 39.47it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 96%|█████████▌| 449/469 [00:11<00:00, 39.46it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 96%|█████████▌| 449/469 [00:11<00:00, 39.46it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 96%|█████████▌| 450/469 [00:11<00:00, 39.47it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 96%|█████████▌| 450/469 [00:11<00:00, 39.47it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 96%|█████████▌| 451/469 [00:11<00:00, 39.51it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 96%|█████████▌| 451/469 [00:11<00:00, 39.51it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 96%|█████████▋| 452/469 [00:11<00:00, 39.54it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 96%|█████████▋| 452/469 [00:11<00:00, 39.54it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 97%|█████████▋| 453/469 [00:11<00:00, 39.57it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 97%|█████████▋| 453/469 [00:11<00:00, 39.57it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 97%|█████████▋| 454/469 [00:11<00:00, 39.60it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 97%|█████████▋| 454/469 [00:11<00:00, 39.60it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 97%|█████████▋| 455/469 [00:11<00:00, 39.64it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 97%|█████████▋| 455/469 [00:11<00:00, 39.63it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 97%|█████████▋| 456/469 [00:11<00:00, 39.67it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 97%|█████████▋| 456/469 [00:11<00:00, 39.67it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 97%|█████████▋| 457/469 [00:11<00:00, 39.70it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 97%|█████████▋| 457/469 [00:11<00:00, 39.70it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 98%|█████████▊| 458/469 [00:11<00:00, 39.73it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 98%|█████████▊| 458/469 [00:11<00:00, 39.73it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 98%|█████████▊| 459/469 [00:11<00:00, 39.76it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 98%|█████████▊| 459/469 [00:11<00:00, 39.76it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 98%|█████████▊| 460/469 [00:11<00:00, 39.79it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 98%|█████████▊| 460/469 [00:11<00:00, 39.79it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 98%|█████████▊| 461/469 [00:11<00:00, 39.82it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 98%|█████████▊| 461/469 [00:11<00:00, 39.82it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 99%|█████████▊| 462/469 [00:11<00:00, 39.86it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 99%|█████████▊| 462/469 [00:11<00:00, 39.85it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 99%|█████████▊| 463/469 [00:11<00:00, 39.89it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 99%|█████████▊| 463/469 [00:11<00:00, 39.88it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 99%|█████████▉| 464/469 [00:11<00:00, 39.92it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 99%|█████████▉| 464/469 [00:11<00:00, 39.91it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 99%|█████████▉| 465/469 [00:11<00:00, 39.95it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 99%|█████████▉| 465/469 [00:11<00:00, 39.95it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 99%|█████████▉| 466/469 [00:11<00:00, 39.98it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 99%|█████████▉| 466/469 [00:11<00:00, 39.98it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 100%|█████████▉| 467/469 [00:11<00:00, 40.01it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 100%|█████████▉| 467/469 [00:11<00:00, 40.01it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 100%|█████████▉| 468/469 [00:11<00:00, 40.04it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 100%|█████████▉| 468/469 [00:11<00:00, 40.04it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 100%|██████████| 469/469 [00:11<00:00, 40.05it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 100%|██████████| 469/469 [00:11<00:00, 40.05it/s, v_num=8, acc1/train=0.990, f1/train=0.990, precision/train=0.990, recall/train=0.990, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
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Epoch 2: 100%|██████████| 469/469 [00:13<00:00, 35.57it/s, v_num=8, acc1/train=0.990, f1/train=0.990, precision/train=0.990, recall/train=0.990, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 2: 100%|██████████| 469/469 [00:13<00:00, 35.57it/s, v_num=8, acc1/train=0.990, f1/train=0.990, precision/train=0.990, recall/train=0.990, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 2: 0%| | 0/469 [00:00<?, ?it/s, v_num=8, acc1/train=0.990, f1/train=0.990, precision/train=0.990, recall/train=0.990, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 0%| | 0/469 [00:00<?, ?it/s, v_num=8, acc1/train=0.990, f1/train=0.990, precision/train=0.990, recall/train=0.990, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 0%| | 1/469 [00:00<04:48, 1.62it/s, v_num=8, acc1/train=0.990, f1/train=0.990, precision/train=0.990, recall/train=0.990, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 0%| | 1/469 [00:00<04:49, 1.62it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 0%| | 2/469 [00:00<02:28, 3.14it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 0%| | 2/469 [00:00<02:28, 3.14it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 1%| | 3/469 [00:00<01:42, 4.53it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 1%| | 3/469 [00:00<01:42, 4.53it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 1%| | 4/469 [00:00<01:19, 5.82it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 1%| | 4/469 [00:00<01:19, 5.82it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 1%| | 5/469 [00:00<01:05, 7.03it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 1%| | 5/469 [00:00<01:06, 7.02it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 1%|▏ | 6/469 [00:00<00:56, 8.14it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 1%|▏ | 6/469 [00:00<00:56, 8.13it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 1%|▏ | 7/469 [00:00<00:50, 9.24it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 1%|▏ | 7/469 [00:00<00:50, 9.23it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 2%|▏ | 8/469 [00:00<00:44, 10.25it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 2%|▏ | 8/469 [00:00<00:45, 10.24it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 2%|▏ | 9/469 [00:00<00:41, 11.19it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 2%|▏ | 9/469 [00:00<00:41, 11.18it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 2%|▏ | 10/469 [00:00<00:37, 12.09it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 2%|▏ | 10/469 [00:00<00:37, 12.08it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 2%|▏ | 11/469 [00:00<00:35, 12.97it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 2%|▏ | 11/469 [00:00<00:35, 12.96it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 3%|▎ | 12/469 [00:00<00:33, 13.77it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 3%|▎ | 12/469 [00:00<00:33, 13.76it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 3%|▎ | 13/469 [00:00<00:31, 14.57it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 3%|▎ | 13/469 [00:00<00:31, 14.56it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 3%|▎ | 14/469 [00:00<00:29, 15.24it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 3%|▎ | 14/469 [00:00<00:29, 15.23it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 3%|▎ | 15/469 [00:00<00:28, 15.96it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 3%|▎ | 15/469 [00:00<00:28, 15.95it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 3%|▎ | 16/469 [00:00<00:27, 16.57it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 3%|▎ | 16/469 [00:00<00:27, 16.56it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 4%|▎ | 17/469 [00:00<00:26, 17.24it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 4%|▎ | 17/469 [00:00<00:26, 17.23it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 4%|▍ | 18/469 [00:01<00:25, 17.87it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 4%|▍ | 18/469 [00:01<00:25, 17.86it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 4%|▍ | 19/469 [00:01<00:24, 18.43it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 4%|▍ | 19/469 [00:01<00:24, 18.42it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 4%|▍ | 20/469 [00:01<00:23, 18.99it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 4%|▍ | 20/469 [00:01<00:23, 18.98it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 4%|▍ | 21/469 [00:01<00:22, 19.54it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 4%|▍ | 21/469 [00:01<00:22, 19.53it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 5%|▍ | 22/469 [00:01<00:22, 20.01it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 5%|▍ | 22/469 [00:01<00:22, 19.99it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 5%|▍ | 23/469 [00:01<00:21, 20.51it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 5%|▍ | 23/469 [00:01<00:21, 20.50it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 5%|▌ | 24/469 [00:01<00:21, 20.94it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 5%|▌ | 24/469 [00:01<00:21, 20.93it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 5%|▌ | 25/469 [00:01<00:20, 21.40it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 5%|▌ | 25/469 [00:01<00:20, 21.39it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 6%|▌ | 26/469 [00:01<00:20, 21.80it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 6%|▌ | 26/469 [00:01<00:20, 21.79it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 6%|▌ | 27/469 [00:01<00:19, 22.23it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 6%|▌ | 27/469 [00:01<00:19, 22.22it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 6%|▌ | 28/469 [00:01<00:19, 22.65it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 6%|▌ | 28/469 [00:01<00:19, 22.64it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 6%|▌ | 29/469 [00:01<00:19, 23.00it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 6%|▌ | 29/469 [00:01<00:19, 22.99it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 6%|▋ | 30/469 [00:01<00:18, 23.28it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 6%|▋ | 30/469 [00:01<00:18, 23.27it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 7%|▋ | 31/469 [00:01<00:18, 23.65it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 7%|▋ | 31/469 [00:01<00:18, 23.64it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 7%|▋ | 32/469 [00:01<00:18, 23.96it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 7%|▋ | 32/469 [00:01<00:18, 23.94it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 7%|▋ | 33/469 [00:01<00:17, 24.31it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 7%|▋ | 33/469 [00:01<00:17, 24.30it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 7%|▋ | 34/469 [00:01<00:17, 24.59it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 7%|▋ | 34/469 [00:01<00:17, 24.58it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 7%|▋ | 35/469 [00:01<00:17, 24.91it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 7%|▋ | 35/469 [00:01<00:17, 24.90it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 8%|▊ | 36/469 [00:01<00:17, 25.18it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 8%|▊ | 36/469 [00:01<00:17, 25.17it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 8%|▊ | 37/469 [00:01<00:16, 25.49it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 8%|▊ | 37/469 [00:01<00:16, 25.48it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 8%|▊ | 38/469 [00:01<00:16, 25.73it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 8%|▊ | 38/469 [00:01<00:16, 25.72it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 8%|▊ | 39/469 [00:01<00:16, 26.02it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 8%|▊ | 39/469 [00:01<00:16, 26.01it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 9%|▊ | 40/469 [00:01<00:16, 26.26it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 9%|▊ | 40/469 [00:01<00:16, 26.25it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 9%|▊ | 41/469 [00:01<00:16, 26.51it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 9%|▊ | 41/469 [00:01<00:16, 26.51it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 9%|▉ | 42/469 [00:01<00:15, 26.79it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 9%|▉ | 42/469 [00:01<00:15, 26.78it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 9%|▉ | 43/469 [00:01<00:15, 27.07it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 9%|▉ | 43/469 [00:01<00:15, 27.06it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 9%|▉ | 44/469 [00:01<00:15, 27.22it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 9%|▉ | 44/469 [00:01<00:15, 27.21it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 10%|▉ | 45/469 [00:01<00:15, 27.46it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 10%|▉ | 45/469 [00:01<00:15, 27.45it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 10%|▉ | 46/469 [00:01<00:15, 27.65it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 10%|▉ | 46/469 [00:01<00:15, 27.64it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 10%|█ | 47/469 [00:01<00:15, 27.89it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 10%|█ | 47/469 [00:01<00:15, 27.88it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 10%|█ | 48/469 [00:01<00:14, 28.07it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 10%|█ | 48/469 [00:01<00:15, 28.06it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 10%|█ | 49/469 [00:01<00:14, 28.30it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 10%|█ | 49/469 [00:01<00:14, 28.29it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 11%|█ | 50/469 [00:01<00:14, 28.46it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 11%|█ | 50/469 [00:01<00:14, 28.45it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 11%|█ | 51/469 [00:01<00:14, 28.67it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 11%|█ | 51/469 [00:01<00:14, 28.67it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 11%|█ | 52/469 [00:01<00:14, 28.84it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 11%|█ | 52/469 [00:01<00:14, 28.83it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 11%|█▏ | 53/469 [00:01<00:14, 29.04it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 11%|█▏ | 53/469 [00:01<00:14, 29.03it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 12%|█▏ | 54/469 [00:01<00:14, 29.19it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 12%|█▏ | 54/469 [00:01<00:14, 29.18it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 12%|█▏ | 55/469 [00:01<00:14, 29.39it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 12%|█▏ | 55/469 [00:01<00:14, 29.38it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 12%|█▏ | 56/469 [00:01<00:13, 29.53it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 12%|█▏ | 56/469 [00:01<00:13, 29.52it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 12%|█▏ | 57/469 [00:01<00:13, 29.71it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 12%|█▏ | 57/469 [00:01<00:13, 29.71it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 12%|█▏ | 58/469 [00:01<00:13, 29.85it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 12%|█▏ | 58/469 [00:01<00:13, 29.84it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 13%|█▎ | 59/469 [00:01<00:13, 30.02it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 13%|█▎ | 59/469 [00:01<00:13, 30.02it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 13%|█▎ | 60/469 [00:01<00:13, 30.15it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 13%|█▎ | 60/469 [00:01<00:13, 30.14it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 13%|█▎ | 61/469 [00:02<00:13, 30.31it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 13%|█▎ | 61/469 [00:02<00:13, 30.31it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 13%|█▎ | 62/469 [00:02<00:13, 30.43it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 13%|█▎ | 62/469 [00:02<00:13, 30.42it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 13%|█▎ | 63/469 [00:02<00:13, 30.59it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 13%|█▎ | 63/469 [00:02<00:13, 30.58it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 14%|█▎ | 64/469 [00:02<00:13, 30.71it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 14%|█▎ | 64/469 [00:02<00:13, 30.70it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 14%|█▍ | 65/469 [00:02<00:13, 30.86it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 14%|█▍ | 65/469 [00:02<00:13, 30.85it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 14%|█▍ | 66/469 [00:02<00:13, 30.97it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 14%|█▍ | 66/469 [00:02<00:13, 30.96it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 14%|█▍ | 67/469 [00:02<00:12, 31.12it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 14%|█▍ | 67/469 [00:02<00:12, 31.11it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 14%|█▍ | 68/469 [00:02<00:12, 31.22it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 14%|█▍ | 68/469 [00:02<00:12, 31.21it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 15%|█▍ | 69/469 [00:02<00:12, 31.37it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 15%|█▍ | 69/469 [00:02<00:12, 31.36it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 15%|█▍ | 70/469 [00:02<00:12, 31.47it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 15%|█▍ | 70/469 [00:02<00:12, 31.46it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 15%|█▌ | 71/469 [00:02<00:12, 31.61it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 15%|█▌ | 71/469 [00:02<00:12, 31.60it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 15%|█▌ | 72/469 [00:02<00:12, 31.70it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 15%|█▌ | 72/469 [00:02<00:12, 31.68it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 16%|█▌ | 73/469 [00:02<00:12, 31.82it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 16%|█▌ | 73/469 [00:02<00:12, 31.82it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 16%|█▌ | 74/469 [00:02<00:12, 31.92it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 16%|█▌ | 74/469 [00:02<00:12, 31.91it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 16%|█▌ | 75/469 [00:02<00:12, 32.04it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 16%|█▌ | 75/469 [00:02<00:12, 32.03it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 16%|█▌ | 76/469 [00:02<00:12, 32.12it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 16%|█▌ | 76/469 [00:02<00:12, 32.12it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 16%|█▋ | 77/469 [00:02<00:12, 32.25it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 16%|█▋ | 77/469 [00:02<00:12, 32.24it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 17%|█▋ | 78/469 [00:02<00:12, 32.33it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 17%|█▋ | 78/469 [00:02<00:12, 32.32it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 17%|█▋ | 79/469 [00:02<00:12, 32.45it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 17%|█▋ | 79/469 [00:02<00:12, 32.44it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 17%|█▋ | 80/469 [00:02<00:11, 32.52it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 17%|█▋ | 80/469 [00:02<00:11, 32.51it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 17%|█▋ | 81/469 [00:02<00:11, 32.64it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 17%|█▋ | 81/469 [00:02<00:11, 32.63it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 17%|█▋ | 82/469 [00:02<00:11, 32.71it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 17%|█▋ | 82/469 [00:02<00:11, 32.70it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 18%|█▊ | 83/469 [00:02<00:11, 32.82it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 18%|█▊ | 83/469 [00:02<00:11, 32.82it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 18%|█▊ | 84/469 [00:02<00:11, 32.89it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 18%|█▊ | 84/469 [00:02<00:11, 32.88it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 18%|█▊ | 85/469 [00:02<00:11, 33.00it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 18%|█▊ | 85/469 [00:02<00:11, 32.99it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 18%|█▊ | 86/469 [00:02<00:11, 33.07it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 18%|█▊ | 86/469 [00:02<00:11, 33.06it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 19%|█▊ | 87/469 [00:02<00:11, 33.18it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 19%|█▊ | 87/469 [00:02<00:11, 33.18it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 19%|█▉ | 88/469 [00:02<00:11, 33.25it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 19%|█▉ | 88/469 [00:02<00:11, 33.25it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 19%|█▉ | 89/469 [00:02<00:11, 33.35it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 19%|█▉ | 89/469 [00:02<00:11, 33.35it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 19%|█▉ | 90/469 [00:02<00:11, 33.42it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 19%|█▉ | 90/469 [00:02<00:11, 33.41it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 19%|█▉ | 91/469 [00:02<00:11, 33.52it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 19%|█▉ | 91/469 [00:02<00:11, 33.51it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 20%|█▉ | 92/469 [00:02<00:11, 33.58it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 20%|█▉ | 92/469 [00:02<00:11, 33.57it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 20%|█▉ | 93/469 [00:02<00:11, 33.67it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 20%|█▉ | 93/469 [00:02<00:11, 33.67it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 20%|██ | 94/469 [00:02<00:11, 33.76it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 20%|██ | 94/469 [00:02<00:11, 33.75it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 20%|██ | 95/469 [00:02<00:11, 33.82it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 20%|██ | 95/469 [00:02<00:11, 33.81it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 20%|██ | 96/469 [00:02<00:11, 33.90it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 20%|██ | 96/469 [00:02<00:11, 33.90it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 21%|██ | 97/469 [00:02<00:10, 33.96it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 21%|██ | 97/469 [00:02<00:10, 33.95it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 21%|██ | 98/469 [00:02<00:10, 34.05it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 21%|██ | 98/469 [00:02<00:10, 34.05it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 21%|██ | 99/469 [00:02<00:10, 34.11it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 21%|██ | 99/469 [00:02<00:10, 34.10it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 21%|██▏ | 100/469 [00:02<00:10, 34.16it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 21%|██▏ | 100/469 [00:02<00:10, 34.16it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 22%|██▏ | 101/469 [00:02<00:10, 34.22it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 22%|██▏ | 101/469 [00:02<00:10, 34.21it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 22%|██▏ | 102/469 [00:02<00:10, 34.27it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 22%|██▏ | 102/469 [00:02<00:10, 34.26it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 22%|██▏ | 103/469 [00:03<00:10, 34.32it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 22%|██▏ | 103/469 [00:03<00:10, 34.31it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 22%|██▏ | 104/469 [00:03<00:10, 34.39it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 22%|██▏ | 104/469 [00:03<00:10, 34.39it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 22%|██▏ | 105/469 [00:03<00:10, 34.41it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 22%|██▏ | 105/469 [00:03<00:10, 34.40it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 23%|██▎ | 106/469 [00:03<00:10, 34.49it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 23%|██▎ | 106/469 [00:03<00:10, 34.49it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 23%|██▎ | 107/469 [00:03<00:10, 34.54it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 23%|██▎ | 107/469 [00:03<00:10, 34.53it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 23%|██▎ | 108/469 [00:03<00:10, 34.61it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 23%|██▎ | 108/469 [00:03<00:10, 34.60it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 23%|██▎ | 109/469 [00:03<00:10, 34.65it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 23%|██▎ | 109/469 [00:03<00:10, 34.64it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 23%|██▎ | 110/469 [00:03<00:10, 34.73it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 23%|██▎ | 110/469 [00:03<00:10, 34.72it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 24%|██▎ | 111/469 [00:03<00:10, 34.77it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 24%|██▎ | 111/469 [00:03<00:10, 34.76it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 24%|██▍ | 112/469 [00:03<00:10, 34.81it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 24%|██▍ | 112/469 [00:03<00:10, 34.81it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 24%|██▍ | 113/469 [00:03<00:10, 34.84it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 24%|██▍ | 113/469 [00:03<00:10, 34.84it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 24%|██▍ | 114/469 [00:03<00:10, 34.92it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 24%|██▍ | 114/469 [00:03<00:10, 34.91it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 25%|██▍ | 115/469 [00:03<00:10, 34.95it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 25%|██▍ | 115/469 [00:03<00:10, 34.94it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 25%|██▍ | 116/469 [00:03<00:10, 35.02it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 25%|██▍ | 116/469 [00:03<00:10, 35.02it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 25%|██▍ | 117/469 [00:03<00:10, 35.05it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 25%|██▍ | 117/469 [00:03<00:10, 35.04it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 25%|██▌ | 118/469 [00:03<00:09, 35.12it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 25%|██▌ | 118/469 [00:03<00:09, 35.11it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 25%|██▌ | 119/469 [00:03<00:09, 35.16it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 25%|██▌ | 119/469 [00:03<00:09, 35.15it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 26%|██▌ | 120/469 [00:03<00:09, 35.23it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 26%|██▌ | 120/469 [00:03<00:09, 35.22it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 26%|██▌ | 121/469 [00:03<00:09, 35.26it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 26%|██▌ | 121/469 [00:03<00:09, 35.26it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 26%|██▌ | 122/469 [00:03<00:09, 35.33it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 26%|██▌ | 122/469 [00:03<00:09, 35.32it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 26%|██▌ | 123/469 [00:03<00:09, 35.36it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 26%|██▌ | 123/469 [00:03<00:09, 35.35it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 26%|██▋ | 124/469 [00:03<00:09, 35.43it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 26%|██▋ | 124/469 [00:03<00:09, 35.42it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 27%|██▋ | 125/469 [00:03<00:09, 35.44it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 27%|██▋ | 125/469 [00:03<00:09, 35.43it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 27%|██▋ | 126/469 [00:03<00:09, 35.51it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 27%|██▋ | 126/469 [00:03<00:09, 35.50it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 27%|██▋ | 127/469 [00:03<00:09, 35.54it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 27%|██▋ | 127/469 [00:03<00:09, 35.53it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 27%|██▋ | 128/469 [00:03<00:09, 35.58it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 27%|██▋ | 128/469 [00:03<00:09, 35.57it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 28%|██▊ | 129/469 [00:03<00:09, 35.61it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 28%|██▊ | 129/469 [00:03<00:09, 35.60it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 28%|██▊ | 130/469 [00:03<00:09, 35.67it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 28%|██▊ | 130/469 [00:03<00:09, 35.66it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 28%|██▊ | 131/469 [00:03<00:09, 35.70it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 28%|██▊ | 131/469 [00:03<00:09, 35.69it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 28%|██▊ | 132/469 [00:03<00:09, 35.76it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 28%|██▊ | 132/469 [00:03<00:09, 35.75it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 28%|██▊ | 133/469 [00:03<00:09, 35.78it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 28%|██▊ | 133/469 [00:03<00:09, 35.77it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 29%|██▊ | 134/469 [00:03<00:09, 35.83it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 29%|██▊ | 134/469 [00:03<00:09, 35.83it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 29%|██▉ | 135/469 [00:03<00:09, 35.86it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 29%|██▉ | 135/469 [00:03<00:09, 35.86it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 29%|██▉ | 136/469 [00:03<00:09, 35.92it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 29%|██▉ | 136/469 [00:03<00:09, 35.91it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 29%|██▉ | 137/469 [00:03<00:09, 35.95it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 29%|██▉ | 137/469 [00:03<00:09, 35.94it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 29%|██▉ | 138/469 [00:03<00:09, 35.98it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 29%|██▉ | 138/469 [00:03<00:09, 35.97it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 30%|██▉ | 139/469 [00:03<00:09, 36.01it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 30%|██▉ | 139/469 [00:03<00:09, 36.00it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 30%|██▉ | 140/469 [00:03<00:09, 36.06it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 30%|██▉ | 140/469 [00:03<00:09, 36.05it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 30%|███ | 141/469 [00:03<00:09, 36.09it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 30%|███ | 141/469 [00:03<00:09, 36.08it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 30%|███ | 142/469 [00:03<00:09, 36.10it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 30%|███ | 142/469 [00:03<00:09, 36.09it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 30%|███ | 143/469 [00:03<00:09, 36.16it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 30%|███ | 143/469 [00:03<00:09, 36.15it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 31%|███ | 144/469 [00:03<00:08, 36.18it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 31%|███ | 144/469 [00:03<00:08, 36.17it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 31%|███ | 145/469 [00:04<00:08, 36.23it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 31%|███ | 145/469 [00:04<00:08, 36.22it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 31%|███ | 146/469 [00:04<00:08, 36.25it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 31%|███ | 146/469 [00:04<00:08, 36.25it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 31%|███▏ | 147/469 [00:04<00:08, 36.30it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 31%|███▏ | 147/469 [00:04<00:08, 36.30it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 32%|███▏ | 148/469 [00:04<00:08, 36.33it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 32%|███▏ | 148/469 [00:04<00:08, 36.32it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 32%|███▏ | 149/469 [00:04<00:08, 36.38it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 32%|███▏ | 149/469 [00:04<00:08, 36.37it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 32%|███▏ | 150/469 [00:04<00:08, 36.41it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 32%|███▏ | 150/469 [00:04<00:08, 36.40it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 32%|███▏ | 151/469 [00:04<00:08, 36.45it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 32%|███▏ | 151/469 [00:04<00:08, 36.45it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 32%|███▏ | 152/469 [00:04<00:08, 36.47it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 32%|███▏ | 152/469 [00:04<00:08, 36.47it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 33%|███▎ | 153/469 [00:04<00:08, 36.52it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 33%|███▎ | 153/469 [00:04<00:08, 36.52it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 33%|███▎ | 154/469 [00:04<00:08, 36.54it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 33%|███▎ | 154/469 [00:04<00:08, 36.53it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 33%|███▎ | 155/469 [00:04<00:08, 36.59it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 33%|███▎ | 155/469 [00:04<00:08, 36.59it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 33%|███▎ | 156/469 [00:04<00:08, 36.64it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 33%|███▎ | 156/469 [00:04<00:08, 36.63it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 33%|███▎ | 157/469 [00:04<00:08, 36.68it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 33%|███▎ | 157/469 [00:04<00:08, 36.68it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 34%|███▎ | 158/469 [00:04<00:08, 36.71it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 34%|███▎ | 158/469 [00:04<00:08, 36.70it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 34%|███▍ | 159/469 [00:04<00:08, 36.75it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 34%|███▍ | 159/469 [00:04<00:08, 36.75it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 34%|███▍ | 160/469 [00:04<00:08, 36.78it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 34%|███▍ | 160/469 [00:04<00:08, 36.77it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 34%|███▍ | 161/469 [00:04<00:08, 36.82it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 34%|███▍ | 161/469 [00:04<00:08, 36.82it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 35%|███▍ | 162/469 [00:04<00:08, 36.84it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 35%|███▍ | 162/469 [00:04<00:08, 36.83it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 35%|███▍ | 163/469 [00:04<00:08, 36.89it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 35%|███▍ | 163/469 [00:04<00:08, 36.88it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 35%|███▍ | 164/469 [00:04<00:08, 36.91it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 35%|███▍ | 164/469 [00:04<00:08, 36.90it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 35%|███▌ | 165/469 [00:04<00:08, 36.95it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 35%|███▌ | 165/469 [00:04<00:08, 36.95it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 35%|███▌ | 166/469 [00:04<00:08, 36.97it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 35%|███▌ | 166/469 [00:04<00:08, 36.96it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 36%|███▌ | 167/469 [00:04<00:08, 37.01it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 36%|███▌ | 167/469 [00:04<00:08, 37.01it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 36%|███▌ | 168/469 [00:04<00:08, 37.03it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 36%|███▌ | 168/469 [00:04<00:08, 37.02it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 36%|███▌ | 169/469 [00:04<00:08, 37.07it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 36%|███▌ | 169/469 [00:04<00:08, 37.07it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 36%|███▌ | 170/469 [00:04<00:08, 37.09it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 36%|███▌ | 170/469 [00:04<00:08, 37.09it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 36%|███▋ | 171/469 [00:04<00:08, 37.13it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 36%|███▋ | 171/469 [00:04<00:08, 37.13it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 37%|███▋ | 172/469 [00:04<00:07, 37.15it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 37%|███▋ | 172/469 [00:04<00:07, 37.15it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 37%|███▋ | 173/469 [00:04<00:07, 37.20it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 37%|███▋ | 173/469 [00:04<00:07, 37.19it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 37%|███▋ | 174/469 [00:04<00:07, 37.22it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 37%|███▋ | 174/469 [00:04<00:07, 37.21it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 37%|███▋ | 175/469 [00:04<00:07, 37.26it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 37%|███▋ | 175/469 [00:04<00:07, 37.25it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 38%|███▊ | 176/469 [00:04<00:07, 37.27it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 38%|███▊ | 176/469 [00:04<00:07, 37.27it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 38%|███▊ | 177/469 [00:04<00:07, 37.31it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 38%|███▊ | 177/469 [00:04<00:07, 37.31it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 38%|███▊ | 178/469 [00:04<00:07, 37.35it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 38%|███▊ | 178/469 [00:04<00:07, 37.35it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 38%|███▊ | 179/469 [00:04<00:07, 37.39it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 38%|███▊ | 179/469 [00:04<00:07, 37.39it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 38%|███▊ | 180/469 [00:04<00:07, 37.43it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 38%|███▊ | 180/469 [00:04<00:07, 37.43it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 39%|███▊ | 181/469 [00:04<00:07, 37.45it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 39%|███▊ | 181/469 [00:04<00:07, 37.44it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 39%|███▉ | 182/469 [00:04<00:07, 37.48it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 39%|███▉ | 182/469 [00:04<00:07, 37.48it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 39%|███▉ | 183/469 [00:04<00:07, 37.50it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 39%|███▉ | 183/469 [00:04<00:07, 37.49it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 39%|███▉ | 184/469 [00:04<00:07, 37.53it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 39%|███▉ | 184/469 [00:04<00:07, 37.53it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 39%|███▉ | 185/469 [00:04<00:07, 37.54it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 39%|███▉ | 185/469 [00:04<00:07, 37.54it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 40%|███▉ | 186/469 [00:04<00:07, 37.58it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 40%|███▉ | 186/469 [00:04<00:07, 37.58it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 40%|███▉ | 187/469 [00:04<00:07, 37.59it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 40%|███▉ | 187/469 [00:04<00:07, 37.59it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 40%|████ | 188/469 [00:04<00:07, 37.63it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 40%|████ | 188/469 [00:04<00:07, 37.62it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 40%|████ | 189/469 [00:05<00:07, 37.64it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 40%|████ | 189/469 [00:05<00:07, 37.64it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 41%|████ | 190/469 [00:05<00:07, 37.68it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 41%|████ | 190/469 [00:05<00:07, 37.67it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 41%|████ | 191/469 [00:05<00:07, 37.69it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 41%|████ | 191/469 [00:05<00:07, 37.68it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 41%|████ | 192/469 [00:05<00:07, 37.72it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 41%|████ | 192/469 [00:05<00:07, 37.72it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 41%|████ | 193/469 [00:05<00:07, 37.74it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 41%|████ | 193/469 [00:05<00:07, 37.73it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 41%|████▏ | 194/469 [00:05<00:07, 37.76it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 41%|████▏ | 194/469 [00:05<00:07, 37.76it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 42%|████▏ | 195/469 [00:05<00:07, 37.78it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 42%|████▏ | 195/469 [00:05<00:07, 37.77it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 42%|████▏ | 196/469 [00:05<00:07, 37.81it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 42%|████▏ | 196/469 [00:05<00:07, 37.80it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 42%|████▏ | 197/469 [00:05<00:07, 37.82it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 42%|████▏ | 197/469 [00:05<00:07, 37.81it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 42%|████▏ | 198/469 [00:05<00:07, 37.85it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 42%|████▏ | 198/469 [00:05<00:07, 37.85it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 42%|████▏ | 199/469 [00:05<00:07, 37.86it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 42%|████▏ | 199/469 [00:05<00:07, 37.86it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 43%|████▎ | 200/469 [00:05<00:07, 37.89it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 43%|████▎ | 200/469 [00:05<00:07, 37.89it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 43%|████▎ | 201/469 [00:05<00:07, 37.90it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 43%|████▎ | 201/469 [00:05<00:07, 37.90it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 43%|████▎ | 202/469 [00:05<00:07, 37.94it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 43%|████▎ | 202/469 [00:05<00:07, 37.93it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 43%|████▎ | 203/469 [00:05<00:07, 37.95it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 43%|████▎ | 203/469 [00:05<00:07, 37.94it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 43%|████▎ | 204/469 [00:05<00:06, 37.98it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 43%|████▎ | 204/469 [00:05<00:06, 37.98it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 44%|████▎ | 205/469 [00:05<00:06, 37.99it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 44%|████▎ | 205/469 [00:05<00:06, 37.99it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 44%|████▍ | 206/469 [00:05<00:06, 38.02it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 44%|████▍ | 206/469 [00:05<00:06, 38.02it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 44%|████▍ | 207/469 [00:05<00:06, 38.03it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 44%|████▍ | 207/469 [00:05<00:06, 38.03it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 44%|████▍ | 208/469 [00:05<00:06, 38.06it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 44%|████▍ | 208/469 [00:05<00:06, 38.06it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 45%|████▍ | 209/469 [00:05<00:06, 38.07it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 45%|████▍ | 209/469 [00:05<00:06, 38.07it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 45%|████▍ | 210/469 [00:05<00:06, 38.10it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 45%|████▍ | 210/469 [00:05<00:06, 38.10it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 45%|████▍ | 211/469 [00:05<00:06, 38.11it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 45%|████▍ | 211/469 [00:05<00:06, 38.11it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 45%|████▌ | 212/469 [00:05<00:06, 38.14it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 45%|████▌ | 212/469 [00:05<00:06, 38.14it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 45%|████▌ | 213/469 [00:05<00:06, 38.15it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 45%|████▌ | 213/469 [00:05<00:06, 38.15it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 46%|████▌ | 214/469 [00:05<00:06, 38.18it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 46%|████▌ | 214/469 [00:05<00:06, 38.18it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 46%|████▌ | 215/469 [00:05<00:06, 38.19it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 46%|████▌ | 215/469 [00:05<00:06, 38.19it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 46%|████▌ | 216/469 [00:05<00:06, 38.22it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 46%|████▌ | 216/469 [00:05<00:06, 38.22it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 46%|████▋ | 217/469 [00:05<00:06, 38.23it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 46%|████▋ | 217/469 [00:05<00:06, 38.22it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 46%|████▋ | 218/469 [00:05<00:06, 38.26it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 46%|████▋ | 218/469 [00:05<00:06, 38.25it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 47%|████▋ | 219/469 [00:05<00:06, 38.29it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 47%|████▋ | 219/469 [00:05<00:06, 38.28it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 47%|████▋ | 220/469 [00:05<00:06, 38.30it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 47%|████▋ | 220/469 [00:05<00:06, 38.29it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 47%|████▋ | 221/469 [00:05<00:06, 38.31it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 47%|████▋ | 221/469 [00:05<00:06, 38.31it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 47%|████▋ | 222/469 [00:05<00:06, 38.30it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 47%|████▋ | 222/469 [00:05<00:06, 38.30it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 48%|████▊ | 223/469 [00:05<00:06, 38.31it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 48%|████▊ | 223/469 [00:05<00:06, 38.31it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 48%|████▊ | 224/469 [00:05<00:06, 38.33it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 48%|████▊ | 224/469 [00:05<00:06, 38.32it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 48%|████▊ | 225/469 [00:05<00:06, 38.34it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 48%|████▊ | 225/469 [00:05<00:06, 38.34it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 48%|████▊ | 226/469 [00:05<00:06, 38.35it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 48%|████▊ | 226/469 [00:05<00:06, 38.35it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 48%|████▊ | 227/469 [00:05<00:06, 38.37it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 48%|████▊ | 227/469 [00:05<00:06, 38.36it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 49%|████▊ | 228/469 [00:05<00:06, 38.38it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 49%|████▊ | 228/469 [00:05<00:06, 38.38it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 49%|████▉ | 229/469 [00:05<00:06, 38.39it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 49%|████▉ | 229/469 [00:05<00:06, 38.39it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 49%|████▉ | 230/469 [00:05<00:06, 38.40it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 49%|████▉ | 230/469 [00:05<00:06, 38.40it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 49%|████▉ | 231/469 [00:06<00:06, 38.41it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 49%|████▉ | 231/469 [00:06<00:06, 38.41it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 49%|████▉ | 232/469 [00:06<00:06, 38.43it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 49%|████▉ | 232/469 [00:06<00:06, 38.42it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 50%|████▉ | 233/469 [00:06<00:06, 38.44it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 50%|████▉ | 233/469 [00:06<00:06, 38.44it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 50%|████▉ | 234/469 [00:06<00:06, 38.45it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 50%|████▉ | 234/469 [00:06<00:06, 38.45it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 50%|█████ | 235/469 [00:06<00:06, 38.47it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 50%|█████ | 235/469 [00:06<00:06, 38.46it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 50%|█████ | 236/469 [00:06<00:06, 38.48it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 50%|█████ | 236/469 [00:06<00:06, 38.48it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 51%|█████ | 237/469 [00:06<00:06, 38.49it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 51%|█████ | 237/469 [00:06<00:06, 38.49it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 51%|█████ | 238/469 [00:06<00:05, 38.50it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 51%|█████ | 238/469 [00:06<00:06, 38.50it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 51%|█████ | 239/469 [00:06<00:05, 38.51it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 51%|█████ | 239/469 [00:06<00:05, 38.51it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 51%|█████ | 240/469 [00:06<00:05, 38.53it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 51%|█████ | 240/469 [00:06<00:05, 38.52it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 51%|█████▏ | 241/469 [00:06<00:05, 38.54it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 51%|█████▏ | 241/469 [00:06<00:05, 38.54it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 52%|█████▏ | 242/469 [00:06<00:05, 38.55it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 52%|█████▏ | 242/469 [00:06<00:05, 38.55it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 52%|█████▏ | 243/469 [00:06<00:05, 38.56it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 52%|█████▏ | 243/469 [00:06<00:05, 38.56it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 52%|█████▏ | 244/469 [00:06<00:05, 38.57it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 52%|█████▏ | 244/469 [00:06<00:05, 38.57it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 52%|█████▏ | 245/469 [00:06<00:05, 38.58it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 52%|█████▏ | 245/469 [00:06<00:05, 38.58it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 52%|█████▏ | 246/469 [00:06<00:05, 38.60it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 52%|█████▏ | 246/469 [00:06<00:05, 38.59it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 53%|█████▎ | 247/469 [00:06<00:05, 38.61it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 53%|█████▎ | 247/469 [00:06<00:05, 38.60it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 53%|█████▎ | 248/469 [00:06<00:05, 38.62it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 53%|█████▎ | 248/469 [00:06<00:05, 38.62it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 53%|█████▎ | 249/469 [00:06<00:05, 38.63it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 53%|█████▎ | 249/469 [00:06<00:05, 38.63it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 53%|█████▎ | 250/469 [00:06<00:05, 38.64it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 53%|█████▎ | 250/469 [00:06<00:05, 38.64it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 54%|█████▎ | 251/469 [00:06<00:05, 38.65it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 54%|█████▎ | 251/469 [00:06<00:05, 38.65it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 54%|█████▎ | 252/469 [00:06<00:05, 38.67it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 54%|█████▎ | 252/469 [00:06<00:05, 38.66it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 54%|█████▍ | 253/469 [00:06<00:05, 38.67it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 54%|█████▍ | 253/469 [00:06<00:05, 38.67it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 54%|█████▍ | 254/469 [00:06<00:05, 38.69it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 54%|█████▍ | 254/469 [00:06<00:05, 38.68it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 54%|█████▍ | 255/469 [00:06<00:05, 38.70it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 54%|█████▍ | 255/469 [00:06<00:05, 38.70it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 55%|█████▍ | 256/469 [00:06<00:05, 38.71it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 55%|█████▍ | 256/469 [00:06<00:05, 38.70it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 55%|█████▍ | 257/469 [00:06<00:05, 38.72it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 55%|█████▍ | 257/469 [00:06<00:05, 38.71it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 55%|█████▌ | 258/469 [00:06<00:05, 38.72it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 55%|█████▌ | 258/469 [00:06<00:05, 38.72it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 55%|█████▌ | 259/469 [00:06<00:05, 38.74it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 55%|█████▌ | 259/469 [00:06<00:05, 38.73it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 55%|█████▌ | 260/469 [00:06<00:05, 38.75it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 55%|█████▌ | 260/469 [00:06<00:05, 38.74it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 56%|█████▌ | 261/469 [00:06<00:05, 38.76it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 56%|█████▌ | 261/469 [00:06<00:05, 38.75it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 56%|█████▌ | 262/469 [00:06<00:05, 38.77it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 56%|█████▌ | 262/469 [00:06<00:05, 38.76it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 56%|█████▌ | 263/469 [00:06<00:05, 38.77it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 56%|█████▌ | 263/469 [00:06<00:05, 38.77it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 56%|█████▋ | 264/469 [00:06<00:05, 38.78it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 56%|█████▋ | 264/469 [00:06<00:05, 38.78it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 57%|█████▋ | 265/469 [00:06<00:05, 38.80it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 57%|█████▋ | 265/469 [00:06<00:05, 38.79it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 57%|█████▋ | 266/469 [00:06<00:05, 38.81it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 57%|█████▋ | 266/469 [00:06<00:05, 38.80it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 57%|█████▋ | 267/469 [00:06<00:05, 38.82it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 57%|█████▋ | 267/469 [00:06<00:05, 38.81it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 57%|█████▋ | 268/469 [00:06<00:05, 38.83it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 57%|█████▋ | 268/469 [00:06<00:05, 38.82it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 57%|█████▋ | 269/469 [00:06<00:05, 38.84it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 57%|█████▋ | 269/469 [00:06<00:05, 38.83it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 58%|█████▊ | 270/469 [00:06<00:05, 38.85it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 58%|█████▊ | 270/469 [00:06<00:05, 38.84it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 58%|█████▊ | 271/469 [00:06<00:05, 38.85it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 58%|█████▊ | 271/469 [00:06<00:05, 38.85it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 58%|█████▊ | 272/469 [00:06<00:05, 38.86it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 58%|█████▊ | 272/469 [00:06<00:05, 38.86it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 58%|█████▊ | 273/469 [00:07<00:05, 38.87it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 58%|█████▊ | 273/469 [00:07<00:05, 38.87it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 58%|█████▊ | 274/469 [00:07<00:05, 38.88it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 58%|█████▊ | 274/469 [00:07<00:05, 38.88it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 59%|█████▊ | 275/469 [00:07<00:04, 38.89it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 59%|█████▊ | 275/469 [00:07<00:04, 38.89it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 59%|█████▉ | 276/469 [00:07<00:04, 38.90it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 59%|█████▉ | 276/469 [00:07<00:04, 38.90it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 59%|█████▉ | 277/469 [00:07<00:04, 38.91it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 59%|█████▉ | 277/469 [00:07<00:04, 38.91it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 59%|█████▉ | 278/469 [00:07<00:04, 38.92it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 59%|█████▉ | 278/469 [00:07<00:04, 38.92it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 59%|█████▉ | 279/469 [00:07<00:04, 38.93it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 59%|█████▉ | 279/469 [00:07<00:04, 38.93it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 60%|█████▉ | 280/469 [00:07<00:04, 38.94it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 60%|█████▉ | 280/469 [00:07<00:04, 38.94it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 60%|█████▉ | 281/469 [00:07<00:04, 38.95it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 60%|█████▉ | 281/469 [00:07<00:04, 38.95it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 60%|██████ | 282/469 [00:07<00:04, 38.96it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 60%|██████ | 282/469 [00:07<00:04, 38.95it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 60%|██████ | 283/469 [00:07<00:04, 38.97it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 60%|██████ | 283/469 [00:07<00:04, 38.96it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 61%|██████ | 284/469 [00:07<00:04, 38.98it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 61%|██████ | 284/469 [00:07<00:04, 38.97it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 61%|██████ | 285/469 [00:07<00:04, 38.98it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 61%|██████ | 285/469 [00:07<00:04, 38.98it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 61%|██████ | 286/469 [00:07<00:04, 38.99it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 61%|██████ | 286/469 [00:07<00:04, 38.99it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 61%|██████ | 287/469 [00:07<00:04, 39.00it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 61%|██████ | 287/469 [00:07<00:04, 39.00it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 61%|██████▏ | 288/469 [00:07<00:04, 39.01it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 61%|██████▏ | 288/469 [00:07<00:04, 39.01it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 62%|██████▏ | 289/469 [00:07<00:04, 39.02it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 62%|██████▏ | 289/469 [00:07<00:04, 39.02it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 62%|██████▏ | 290/469 [00:07<00:04, 39.03it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 62%|██████▏ | 290/469 [00:07<00:04, 39.03it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 62%|██████▏ | 291/469 [00:07<00:04, 39.04it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 62%|██████▏ | 291/469 [00:07<00:04, 39.03it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 62%|██████▏ | 292/469 [00:07<00:04, 39.05it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 62%|██████▏ | 292/469 [00:07<00:04, 39.04it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 62%|██████▏ | 293/469 [00:07<00:04, 39.05it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 62%|██████▏ | 293/469 [00:07<00:04, 39.05it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 63%|██████▎ | 294/469 [00:07<00:04, 39.06it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 63%|██████▎ | 294/469 [00:07<00:04, 39.06it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 63%|██████▎ | 295/469 [00:07<00:04, 39.07it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 63%|██████▎ | 295/469 [00:07<00:04, 39.07it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 63%|██████▎ | 296/469 [00:07<00:04, 39.08it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 63%|██████▎ | 296/469 [00:07<00:04, 39.07it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 63%|██████▎ | 297/469 [00:07<00:04, 39.09it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 63%|██████▎ | 297/469 [00:07<00:04, 39.08it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 64%|██████▎ | 298/469 [00:07<00:04, 39.09it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 64%|██████▎ | 298/469 [00:07<00:04, 39.09it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 64%|██████▍ | 299/469 [00:07<00:04, 39.10it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 64%|██████▍ | 299/469 [00:07<00:04, 39.10it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 64%|██████▍ | 300/469 [00:07<00:04, 39.11it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 64%|██████▍ | 300/469 [00:07<00:04, 39.11it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 64%|██████▍ | 301/469 [00:07<00:04, 39.12it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 64%|██████▍ | 301/469 [00:07<00:04, 39.12it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 64%|██████▍ | 302/469 [00:07<00:04, 39.13it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 64%|██████▍ | 302/469 [00:07<00:04, 39.12it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 65%|██████▍ | 303/469 [00:07<00:04, 39.13it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 65%|██████▍ | 303/469 [00:07<00:04, 39.13it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 65%|██████▍ | 304/469 [00:07<00:04, 39.14it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 65%|██████▍ | 304/469 [00:07<00:04, 39.14it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 65%|██████▌ | 305/469 [00:07<00:04, 39.15it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 65%|██████▌ | 305/469 [00:07<00:04, 39.15it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 65%|██████▌ | 306/469 [00:07<00:04, 39.16it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 65%|██████▌ | 306/469 [00:07<00:04, 39.16it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 65%|██████▌ | 307/469 [00:07<00:04, 39.17it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 65%|██████▌ | 307/469 [00:07<00:04, 39.16it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 66%|██████▌ | 308/469 [00:07<00:04, 39.17it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 66%|██████▌ | 308/469 [00:07<00:04, 39.17it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 66%|██████▌ | 309/469 [00:07<00:04, 39.18it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 66%|██████▌ | 309/469 [00:07<00:04, 39.18it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 66%|██████▌ | 310/469 [00:07<00:04, 39.19it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 66%|██████▌ | 310/469 [00:07<00:04, 39.19it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 66%|██████▋ | 311/469 [00:07<00:04, 39.20it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 66%|██████▋ | 311/469 [00:07<00:04, 39.20it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 67%|██████▋ | 312/469 [00:07<00:04, 39.21it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 67%|██████▋ | 312/469 [00:07<00:04, 39.20it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 67%|██████▋ | 313/469 [00:07<00:03, 39.21it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 67%|██████▋ | 313/469 [00:07<00:03, 39.21it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 67%|██████▋ | 314/469 [00:08<00:03, 39.22it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 67%|██████▋ | 314/469 [00:08<00:03, 39.22it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 67%|██████▋ | 315/469 [00:08<00:03, 39.23it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 67%|██████▋ | 315/469 [00:08<00:03, 39.23it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 67%|██████▋ | 316/469 [00:08<00:03, 39.24it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 67%|██████▋ | 316/469 [00:08<00:03, 39.23it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 68%|██████▊ | 317/469 [00:08<00:03, 39.24it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 68%|██████▊ | 317/469 [00:08<00:03, 39.24it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 68%|██████▊ | 318/469 [00:08<00:03, 39.25it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 68%|██████▊ | 318/469 [00:08<00:03, 39.25it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 68%|██████▊ | 319/469 [00:08<00:03, 39.26it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 68%|██████▊ | 319/469 [00:08<00:03, 39.26it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 68%|██████▊ | 320/469 [00:08<00:03, 39.27it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 68%|██████▊ | 320/469 [00:08<00:03, 39.26it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 68%|██████▊ | 321/469 [00:08<00:03, 39.27it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 68%|██████▊ | 321/469 [00:08<00:03, 39.27it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 69%|██████▊ | 322/469 [00:08<00:03, 39.28it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 69%|██████▊ | 322/469 [00:08<00:03, 39.28it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 69%|██████▉ | 323/469 [00:08<00:03, 39.29it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 69%|██████▉ | 323/469 [00:08<00:03, 39.29it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 69%|██████▉ | 324/469 [00:08<00:03, 39.30it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 69%|██████▉ | 324/469 [00:08<00:03, 39.29it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 69%|██████▉ | 325/469 [00:08<00:03, 39.30it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 69%|██████▉ | 325/469 [00:08<00:03, 39.30it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 70%|██████▉ | 326/469 [00:08<00:03, 39.31it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 70%|██████▉ | 326/469 [00:08<00:03, 39.31it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 70%|██████▉ | 327/469 [00:08<00:03, 39.32it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 70%|██████▉ | 327/469 [00:08<00:03, 39.32it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 70%|██████▉ | 328/469 [00:08<00:03, 39.33it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 70%|██████▉ | 328/469 [00:08<00:03, 39.32it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 70%|███████ | 329/469 [00:08<00:03, 39.33it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 70%|███████ | 329/469 [00:08<00:03, 39.33it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 70%|███████ | 330/469 [00:08<00:03, 39.34it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 70%|███████ | 330/469 [00:08<00:03, 39.34it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 71%|███████ | 331/469 [00:08<00:03, 39.35it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 71%|███████ | 331/469 [00:08<00:03, 39.34it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 71%|███████ | 332/469 [00:08<00:03, 39.35it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 71%|███████ | 332/469 [00:08<00:03, 39.35it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 71%|███████ | 333/469 [00:08<00:03, 39.36it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 71%|███████ | 333/469 [00:08<00:03, 39.36it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 71%|███████ | 334/469 [00:08<00:03, 39.37it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 71%|███████ | 334/469 [00:08<00:03, 39.36it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 71%|███████▏ | 335/469 [00:08<00:03, 39.37it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 71%|███████▏ | 335/469 [00:08<00:03, 39.37it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 72%|███████▏ | 336/469 [00:08<00:03, 39.38it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 72%|███████▏ | 336/469 [00:08<00:03, 39.38it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 72%|███████▏ | 337/469 [00:08<00:03, 39.39it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 72%|███████▏ | 337/469 [00:08<00:03, 39.38it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 72%|███████▏ | 338/469 [00:08<00:03, 39.39it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 72%|███████▏ | 338/469 [00:08<00:03, 39.39it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 72%|███████▏ | 339/469 [00:08<00:03, 39.40it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 72%|███████▏ | 339/469 [00:08<00:03, 39.40it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 72%|███████▏ | 340/469 [00:08<00:03, 39.40it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 72%|███████▏ | 340/469 [00:08<00:03, 39.40it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 73%|███████▎ | 341/469 [00:08<00:03, 39.41it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 73%|███████▎ | 341/469 [00:08<00:03, 39.41it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 73%|███████▎ | 342/469 [00:08<00:03, 39.42it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 73%|███████▎ | 342/469 [00:08<00:03, 39.41it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 73%|███████▎ | 343/469 [00:08<00:03, 39.42it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 73%|███████▎ | 343/469 [00:08<00:03, 39.42it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 73%|███████▎ | 344/469 [00:08<00:03, 39.43it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 73%|███████▎ | 344/469 [00:08<00:03, 39.42it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 74%|███████▎ | 345/469 [00:08<00:03, 39.43it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 74%|███████▎ | 345/469 [00:08<00:03, 39.43it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 74%|███████▍ | 346/469 [00:08<00:03, 39.44it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 74%|███████▍ | 346/469 [00:08<00:03, 39.44it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 74%|███████▍ | 347/469 [00:08<00:03, 39.45it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 74%|███████▍ | 347/469 [00:08<00:03, 39.45it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 74%|███████▍ | 348/469 [00:08<00:03, 39.46it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 74%|███████▍ | 348/469 [00:08<00:03, 39.46it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 74%|███████▍ | 349/469 [00:08<00:03, 39.47it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 74%|███████▍ | 349/469 [00:08<00:03, 39.46it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 75%|███████▍ | 350/469 [00:08<00:03, 39.47it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 75%|███████▍ | 350/469 [00:08<00:03, 39.47it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 75%|███████▍ | 351/469 [00:08<00:02, 39.48it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 75%|███████▍ | 351/469 [00:08<00:02, 39.48it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 75%|███████▌ | 352/469 [00:08<00:02, 39.48it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 75%|███████▌ | 352/469 [00:08<00:02, 39.48it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 75%|███████▌ | 353/469 [00:08<00:02, 39.49it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 75%|███████▌ | 353/469 [00:08<00:02, 39.49it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 75%|███████▌ | 354/469 [00:08<00:02, 39.50it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 75%|███████▌ | 354/469 [00:08<00:02, 39.50it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 76%|███████▌ | 355/469 [00:08<00:02, 39.50it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 76%|███████▌ | 355/469 [00:08<00:02, 39.50it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 76%|███████▌ | 356/469 [00:09<00:02, 39.51it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 76%|███████▌ | 356/469 [00:09<00:02, 39.51it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 76%|███████▌ | 357/469 [00:09<00:02, 39.52it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 76%|███████▌ | 357/469 [00:09<00:02, 39.51it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 76%|███████▋ | 358/469 [00:09<00:02, 39.52it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 76%|███████▋ | 358/469 [00:09<00:02, 39.52it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 77%|███████▋ | 359/469 [00:09<00:02, 39.53it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 77%|███████▋ | 359/469 [00:09<00:02, 39.53it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 77%|███████▋ | 360/469 [00:09<00:02, 39.53it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 77%|███████▋ | 360/469 [00:09<00:02, 39.53it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 77%|███████▋ | 361/469 [00:09<00:02, 39.54it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 77%|███████▋ | 361/469 [00:09<00:02, 39.54it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 77%|███████▋ | 362/469 [00:09<00:02, 39.54it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 77%|███████▋ | 362/469 [00:09<00:02, 39.54it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 77%|███████▋ | 363/469 [00:09<00:02, 39.55it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 77%|███████▋ | 363/469 [00:09<00:02, 39.55it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 78%|███████▊ | 364/469 [00:09<00:02, 39.55it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 78%|███████▊ | 364/469 [00:09<00:02, 39.55it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 78%|███████▊ | 365/469 [00:09<00:02, 39.56it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 78%|███████▊ | 365/469 [00:09<00:02, 39.56it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 78%|███████▊ | 366/469 [00:09<00:02, 39.57it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 78%|███████▊ | 366/469 [00:09<00:02, 39.56it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 78%|███████▊ | 367/469 [00:09<00:02, 39.57it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 78%|███████▊ | 367/469 [00:09<00:02, 39.57it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 78%|███████▊ | 368/469 [00:09<00:02, 39.58it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 78%|███████▊ | 368/469 [00:09<00:02, 39.57it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 79%|███████▊ | 369/469 [00:09<00:02, 39.58it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 79%|███████▊ | 369/469 [00:09<00:02, 39.58it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 79%|███████▉ | 370/469 [00:09<00:02, 39.59it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 79%|███████▉ | 370/469 [00:09<00:02, 39.59it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 79%|███████▉ | 371/469 [00:09<00:02, 39.59it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 79%|███████▉ | 371/469 [00:09<00:02, 39.59it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 79%|███████▉ | 372/469 [00:09<00:02, 39.60it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 79%|███████▉ | 372/469 [00:09<00:02, 39.60it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 80%|███████▉ | 373/469 [00:09<00:02, 39.61it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 80%|███████▉ | 373/469 [00:09<00:02, 39.60it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 80%|███████▉ | 374/469 [00:09<00:02, 39.61it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 80%|███████▉ | 374/469 [00:09<00:02, 39.61it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 80%|███████▉ | 375/469 [00:09<00:02, 39.62it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 80%|███████▉ | 375/469 [00:09<00:02, 39.61it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 80%|████████ | 376/469 [00:09<00:02, 39.62it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 80%|████████ | 376/469 [00:09<00:02, 39.62it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 80%|████████ | 377/469 [00:09<00:02, 39.63it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 80%|████████ | 377/469 [00:09<00:02, 39.63it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 81%|████████ | 378/469 [00:09<00:02, 39.62it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 81%|████████ | 378/469 [00:09<00:02, 39.62it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 81%|████████ | 379/469 [00:09<00:02, 39.63it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 81%|████████ | 379/469 [00:09<00:02, 39.63it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 81%|████████ | 380/469 [00:09<00:02, 39.64it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 81%|████████ | 380/469 [00:09<00:02, 39.64it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 81%|████████ | 381/469 [00:09<00:02, 39.65it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 81%|████████ | 381/469 [00:09<00:02, 39.64it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 81%|████████▏ | 382/469 [00:09<00:02, 39.65it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 81%|████████▏ | 382/469 [00:09<00:02, 39.65it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 82%|████████▏ | 383/469 [00:09<00:02, 39.66it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 82%|████████▏ | 383/469 [00:09<00:02, 39.66it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 82%|████████▏ | 384/469 [00:09<00:02, 39.67it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 82%|████████▏ | 384/469 [00:09<00:02, 39.67it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 82%|████████▏ | 385/469 [00:09<00:02, 39.67it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 82%|████████▏ | 385/469 [00:09<00:02, 39.67it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 82%|████████▏ | 386/469 [00:09<00:02, 39.68it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 82%|████████▏ | 386/469 [00:09<00:02, 39.68it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 83%|████████▎ | 387/469 [00:09<00:02, 39.69it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 83%|████████▎ | 387/469 [00:09<00:02, 39.68it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 83%|████████▎ | 388/469 [00:09<00:02, 39.69it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 83%|████████▎ | 388/469 [00:09<00:02, 39.69it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 83%|████████▎ | 389/469 [00:09<00:02, 39.70it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 83%|████████▎ | 389/469 [00:09<00:02, 39.70it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 83%|████████▎ | 390/469 [00:09<00:01, 39.71it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 83%|████████▎ | 390/469 [00:09<00:01, 39.71it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 83%|████████▎ | 391/469 [00:09<00:01, 39.72it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 83%|████████▎ | 391/469 [00:09<00:01, 39.71it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 84%|████████▎ | 392/469 [00:09<00:01, 39.72it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 84%|████████▎ | 392/469 [00:09<00:01, 39.72it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 84%|████████▍ | 393/469 [00:09<00:01, 39.73it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 84%|████████▍ | 393/469 [00:09<00:01, 39.73it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 84%|████████▍ | 394/469 [00:09<00:01, 39.73it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 84%|████████▍ | 394/469 [00:09<00:01, 39.73it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 84%|████████▍ | 395/469 [00:09<00:01, 39.73it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 84%|████████▍ | 395/469 [00:09<00:01, 39.73it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 84%|████████▍ | 396/469 [00:09<00:01, 39.75it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 84%|████████▍ | 396/469 [00:09<00:01, 39.75it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 85%|████████▍ | 397/469 [00:09<00:01, 39.75it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 85%|████████▍ | 397/469 [00:09<00:01, 39.75it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 85%|████████▍ | 398/469 [00:10<00:01, 39.77it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 85%|████████▍ | 398/469 [00:10<00:01, 39.77it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 85%|████████▌ | 399/469 [00:10<00:01, 39.77it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 85%|████████▌ | 399/469 [00:10<00:01, 39.77it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 85%|████████▌ | 400/469 [00:10<00:01, 39.78it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 85%|████████▌ | 400/469 [00:10<00:01, 39.78it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 86%|████████▌ | 401/469 [00:10<00:01, 39.78it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 86%|████████▌ | 401/469 [00:10<00:01, 39.78it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 86%|████████▌ | 402/469 [00:10<00:01, 39.78it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 86%|████████▌ | 402/469 [00:10<00:01, 39.78it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 86%|████████▌ | 403/469 [00:10<00:01, 39.78it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 86%|████████▌ | 403/469 [00:10<00:01, 39.78it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 86%|████████▌ | 404/469 [00:10<00:01, 39.78it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 86%|████████▌ | 404/469 [00:10<00:01, 39.78it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 86%|████████▋ | 405/469 [00:10<00:01, 39.79it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 86%|████████▋ | 405/469 [00:10<00:01, 39.79it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 87%|████████▋ | 406/469 [00:10<00:01, 39.79it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 87%|████████▋ | 406/469 [00:10<00:01, 39.79it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 87%|████████▋ | 407/469 [00:10<00:01, 39.80it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 87%|████████▋ | 407/469 [00:10<00:01, 39.80it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 87%|████████▋ | 408/469 [00:10<00:01, 39.80it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 87%|████████▋ | 408/469 [00:10<00:01, 39.80it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 87%|████████▋ | 409/469 [00:10<00:01, 39.82it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 87%|████████▋ | 409/469 [00:10<00:01, 39.82it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 87%|████████▋ | 410/469 [00:10<00:01, 39.82it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 87%|████████▋ | 410/469 [00:10<00:01, 39.82it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 88%|████████▊ | 411/469 [00:10<00:01, 39.83it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 88%|████████▊ | 411/469 [00:10<00:01, 39.83it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 88%|████████▊ | 412/469 [00:10<00:01, 39.83it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 88%|████████▊ | 412/469 [00:10<00:01, 39.83it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 88%|████████▊ | 413/469 [00:10<00:01, 39.85it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 88%|████████▊ | 413/469 [00:10<00:01, 39.84it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 88%|████████▊ | 414/469 [00:10<00:01, 39.85it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 88%|████████▊ | 414/469 [00:10<00:01, 39.85it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 88%|████████▊ | 415/469 [00:10<00:01, 39.85it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 88%|████████▊ | 415/469 [00:10<00:01, 39.85it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 89%|████████▊ | 416/469 [00:10<00:01, 39.85it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 89%|████████▊ | 416/469 [00:10<00:01, 39.85it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 89%|████████▉ | 417/469 [00:10<00:01, 39.86it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 89%|████████▉ | 417/469 [00:10<00:01, 39.86it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 89%|████████▉ | 418/469 [00:10<00:01, 39.86it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 89%|████████▉ | 418/469 [00:10<00:01, 39.86it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 89%|████████▉ | 419/469 [00:10<00:01, 39.88it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 89%|████████▉ | 419/469 [00:10<00:01, 39.88it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 90%|████████▉ | 420/469 [00:10<00:01, 39.88it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 90%|████████▉ | 420/469 [00:10<00:01, 39.88it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 90%|████████▉ | 421/469 [00:10<00:01, 39.88it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 90%|████████▉ | 421/469 [00:10<00:01, 39.88it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 90%|████████▉ | 422/469 [00:10<00:01, 39.89it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 90%|████████▉ | 422/469 [00:10<00:01, 39.88it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 90%|█████████ | 423/469 [00:10<00:01, 39.89it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 90%|█████████ | 423/469 [00:10<00:01, 39.89it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 90%|█████████ | 424/469 [00:10<00:01, 39.89it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 90%|█████████ | 424/469 [00:10<00:01, 39.89it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 91%|█████████ | 425/469 [00:10<00:01, 39.90it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 91%|█████████ | 425/469 [00:10<00:01, 39.90it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 91%|█████████ | 426/469 [00:10<00:01, 39.90it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 91%|█████████ | 426/469 [00:10<00:01, 39.90it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 91%|█████████ | 427/469 [00:10<00:01, 39.91it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 91%|█████████ | 427/469 [00:10<00:01, 39.91it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 91%|█████████▏| 428/469 [00:10<00:01, 39.91it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 91%|█████████▏| 428/469 [00:10<00:01, 39.91it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 91%|█████████▏| 429/469 [00:10<00:01, 39.91it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 91%|█████████▏| 429/469 [00:10<00:01, 39.91it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 92%|█████████▏| 430/469 [00:10<00:00, 39.92it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 92%|█████████▏| 430/469 [00:10<00:00, 39.92it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 92%|█████████▏| 431/469 [00:10<00:00, 39.92it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 92%|█████████▏| 431/469 [00:10<00:00, 39.92it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 92%|█████████▏| 432/469 [00:10<00:00, 39.92it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 92%|█████████▏| 432/469 [00:10<00:00, 39.92it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 92%|█████████▏| 433/469 [00:10<00:00, 39.93it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 92%|█████████▏| 433/469 [00:10<00:00, 39.93it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 93%|█████████▎| 434/469 [00:10<00:00, 39.93it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 93%|█████████▎| 434/469 [00:10<00:00, 39.93it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 93%|█████████▎| 435/469 [00:10<00:00, 39.94it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 93%|█████████▎| 435/469 [00:10<00:00, 39.94it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 93%|█████████▎| 436/469 [00:10<00:00, 39.94it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 93%|█████████▎| 436/469 [00:10<00:00, 39.94it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 93%|█████████▎| 437/469 [00:10<00:00, 39.95it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 93%|█████████▎| 437/469 [00:10<00:00, 39.95it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 93%|█████████▎| 438/469 [00:10<00:00, 39.95it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 93%|█████████▎| 438/469 [00:10<00:00, 39.95it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 94%|█████████▎| 439/469 [00:10<00:00, 39.96it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 94%|█████████▎| 439/469 [00:10<00:00, 39.95it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 94%|█████████▍| 440/469 [00:11<00:00, 39.96it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 94%|█████████▍| 440/469 [00:11<00:00, 39.96it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 94%|█████████▍| 441/469 [00:11<00:00, 39.96it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 94%|█████████▍| 441/469 [00:11<00:00, 39.96it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 94%|█████████▍| 442/469 [00:11<00:00, 39.97it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 94%|█████████▍| 442/469 [00:11<00:00, 39.97it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 94%|█████████▍| 443/469 [00:11<00:00, 39.97it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 94%|█████████▍| 443/469 [00:11<00:00, 39.97it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 95%|█████████▍| 444/469 [00:11<00:00, 39.97it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 95%|█████████▍| 444/469 [00:11<00:00, 39.97it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 95%|█████████▍| 445/469 [00:11<00:00, 39.98it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 95%|█████████▍| 445/469 [00:11<00:00, 39.98it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 95%|█████████▌| 446/469 [00:11<00:00, 39.98it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 95%|█████████▌| 446/469 [00:11<00:00, 39.98it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 95%|█████████▌| 447/469 [00:11<00:00, 39.99it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 95%|█████████▌| 447/469 [00:11<00:00, 39.99it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 96%|█████████▌| 448/469 [00:11<00:00, 39.99it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 96%|█████████▌| 448/469 [00:11<00:00, 39.99it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 96%|█████████▌| 449/469 [00:11<00:00, 39.98it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 96%|█████████▌| 449/469 [00:11<00:00, 39.98it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 96%|█████████▌| 450/469 [00:11<00:00, 40.00it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 96%|█████████▌| 450/469 [00:11<00:00, 39.99it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 96%|█████████▌| 451/469 [00:11<00:00, 40.03it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 96%|█████████▌| 451/469 [00:11<00:00, 40.03it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 96%|█████████▋| 452/469 [00:11<00:00, 40.06it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 96%|█████████▋| 452/469 [00:11<00:00, 40.06it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 97%|█████████▋| 453/469 [00:11<00:00, 40.08it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 97%|█████████▋| 453/469 [00:11<00:00, 40.08it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 97%|█████████▋| 454/469 [00:11<00:00, 40.11it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 97%|█████████▋| 454/469 [00:11<00:00, 40.11it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 97%|█████████▋| 455/469 [00:11<00:00, 40.14it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 97%|█████████▋| 455/469 [00:11<00:00, 40.14it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 97%|█████████▋| 456/469 [00:11<00:00, 40.17it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 97%|█████████▋| 456/469 [00:11<00:00, 40.17it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 97%|█████████▋| 457/469 [00:11<00:00, 40.20it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 97%|█████████▋| 457/469 [00:11<00:00, 40.20it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 98%|█████████▊| 458/469 [00:11<00:00, 40.21it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 98%|█████████▊| 458/469 [00:11<00:00, 40.21it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 98%|█████████▊| 459/469 [00:11<00:00, 40.22it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 98%|█████████▊| 459/469 [00:11<00:00, 40.22it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 98%|█████████▊| 460/469 [00:11<00:00, 40.25it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 98%|█████████▊| 460/469 [00:11<00:00, 40.25it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 98%|█████████▊| 461/469 [00:11<00:00, 40.28it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 98%|█████████▊| 461/469 [00:11<00:00, 40.28it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 99%|█████████▊| 462/469 [00:11<00:00, 40.31it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 99%|█████████▊| 462/469 [00:11<00:00, 40.31it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 99%|█████████▊| 463/469 [00:11<00:00, 40.34it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 99%|█████████▊| 463/469 [00:11<00:00, 40.34it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 99%|█████████▉| 464/469 [00:11<00:00, 40.37it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 99%|█████████▉| 464/469 [00:11<00:00, 40.37it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 99%|█████████▉| 465/469 [00:11<00:00, 40.41it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 99%|█████████▉| 465/469 [00:11<00:00, 40.40it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 99%|█████████▉| 466/469 [00:11<00:00, 40.41it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 99%|█████████▉| 466/469 [00:11<00:00, 40.41it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 100%|█████████▉| 467/469 [00:11<00:00, 40.37it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 100%|█████████▉| 467/469 [00:11<00:00, 40.37it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 100%|█████████▉| 468/469 [00:11<00:00, 40.34it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 100%|█████████▉| 468/469 [00:11<00:00, 40.34it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 100%|██████████| 469/469 [00:11<00:00, 40.16it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 100%|██████████| 469/469 [00:11<00:00, 40.16it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
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Validation DataLoader 0: 78%|███████▊ | 62/79 [00:00<00:00, 78.60it/s]
Validation DataLoader 0: 80%|███████▉ | 63/79 [00:00<00:00, 79.02it/s]
Validation DataLoader 0: 81%|████████ | 64/79 [00:00<00:00, 79.48it/s]
Validation DataLoader 0: 82%|████████▏ | 65/79 [00:00<00:00, 79.85it/s]
Validation DataLoader 0: 84%|████████▎ | 66/79 [00:00<00:00, 80.39it/s]
Validation DataLoader 0: 85%|████████▍ | 67/79 [00:00<00:00, 80.66it/s]
Validation DataLoader 0: 86%|████████▌ | 68/79 [00:00<00:00, 81.10it/s]
Validation DataLoader 0: 87%|████████▋ | 69/79 [00:00<00:00, 81.62it/s]
Validation DataLoader 0: 89%|████████▊ | 70/79 [00:00<00:00, 82.12it/s]
Validation DataLoader 0: 90%|████████▉ | 71/79 [00:00<00:00, 82.53it/s]
Validation DataLoader 0: 91%|█████████ | 72/79 [00:00<00:00, 82.94it/s]
Validation DataLoader 0: 92%|█████████▏| 73/79 [00:00<00:00, 83.33it/s]
Validation DataLoader 0: 94%|█████████▎| 74/79 [00:00<00:00, 83.84it/s]
Validation DataLoader 0: 95%|█████████▍| 75/79 [00:00<00:00, 84.50it/s]
Validation DataLoader 0: 96%|█████████▌| 76/79 [00:00<00:00, 84.87it/s]
Validation DataLoader 0: 97%|█████████▋| 77/79 [00:00<00:00, 85.52it/s]
Validation DataLoader 0: 99%|█████████▊| 78/79 [00:00<00:00, 86.06it/s]
Validation DataLoader 0: 100%|██████████| 79/79 [00:00<00:00, 86.78it/s]
Epoch 3: 100%|██████████| 469/469 [00:13<00:00, 35.53it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 3: 100%|██████████| 469/469 [00:13<00:00, 35.53it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 3: 0%| | 0/469 [00:00<?, ?it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 0%| | 0/469 [00:00<?, ?it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 0%| | 1/469 [00:00<05:01, 1.55it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 0%| | 1/469 [00:00<05:01, 1.55it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 0%| | 2/469 [00:00<02:36, 2.99it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 0%| | 2/469 [00:00<02:36, 2.98it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 1%| | 3/469 [00:00<01:48, 4.31it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 1%| | 3/469 [00:00<01:48, 4.30it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 1%| | 4/469 [00:00<01:23, 5.55it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 1%| | 4/469 [00:00<01:23, 5.54it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 1%| | 5/469 [00:00<01:09, 6.71it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 1%| | 5/469 [00:00<01:09, 6.71it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 1%|▏ | 6/469 [00:00<00:59, 7.82it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 1%|▏ | 6/469 [00:00<00:59, 7.81it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 1%|▏ | 7/469 [00:00<00:52, 8.86it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 1%|▏ | 7/469 [00:00<00:52, 8.85it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 2%|▏ | 8/469 [00:00<00:47, 9.80it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 2%|▏ | 8/469 [00:00<00:47, 9.80it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 2%|▏ | 9/469 [00:00<00:43, 10.67it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 2%|▏ | 9/469 [00:00<00:43, 10.66it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 2%|▏ | 10/469 [00:00<00:39, 11.57it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 2%|▏ | 10/469 [00:00<00:39, 11.57it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 2%|▏ | 11/469 [00:00<00:37, 12.37it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 2%|▏ | 11/469 [00:00<00:37, 12.36it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 3%|▎ | 12/469 [00:00<00:34, 13.19it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 3%|▎ | 12/469 [00:00<00:34, 13.18it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 3%|▎ | 13/469 [00:00<00:32, 13.93it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 3%|▎ | 13/469 [00:00<00:32, 13.92it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 3%|▎ | 14/469 [00:00<00:31, 14.64it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 3%|▎ | 14/469 [00:00<00:31, 14.64it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 3%|▎ | 15/469 [00:00<00:29, 15.32it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 3%|▎ | 15/469 [00:00<00:29, 15.31it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 3%|▎ | 16/469 [00:00<00:28, 16.00it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 3%|▎ | 16/469 [00:01<00:28, 15.99it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 4%|▎ | 17/469 [00:01<00:27, 16.61it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 4%|▎ | 17/469 [00:01<00:27, 16.60it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 4%|▍ | 18/469 [00:01<00:26, 17.15it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 4%|▍ | 18/469 [00:01<00:26, 17.13it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 4%|▍ | 19/469 [00:01<00:25, 17.72it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 4%|▍ | 19/469 [00:01<00:25, 17.72it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 4%|▍ | 20/469 [00:01<00:24, 18.23it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 4%|▍ | 20/469 [00:01<00:24, 18.22it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 4%|▍ | 21/469 [00:01<00:23, 18.76it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 4%|▍ | 21/469 [00:01<00:23, 18.76it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 5%|▍ | 22/469 [00:01<00:23, 19.23it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 5%|▍ | 22/469 [00:01<00:23, 19.22it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 5%|▍ | 23/469 [00:01<00:22, 19.68it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 5%|▍ | 23/469 [00:01<00:22, 19.67it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 5%|▌ | 24/469 [00:01<00:22, 20.11it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 5%|▌ | 24/469 [00:01<00:22, 20.11it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 5%|▌ | 25/469 [00:01<00:21, 20.57it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 5%|▌ | 25/469 [00:01<00:21, 20.56it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 6%|▌ | 26/469 [00:01<00:21, 20.97it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 6%|▌ | 26/469 [00:01<00:21, 20.95it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 6%|▌ | 27/469 [00:01<00:20, 21.40it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 6%|▌ | 27/469 [00:01<00:20, 21.39it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 6%|▌ | 28/469 [00:01<00:20, 21.76it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 6%|▌ | 28/469 [00:01<00:20, 21.75it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 6%|▌ | 29/469 [00:01<00:19, 22.16it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 6%|▌ | 29/469 [00:01<00:19, 22.15it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 6%|▋ | 30/469 [00:01<00:19, 22.49it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 6%|▋ | 30/469 [00:01<00:19, 22.48it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 7%|▋ | 31/469 [00:01<00:19, 22.87it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 7%|▋ | 31/469 [00:01<00:19, 22.86it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 7%|▋ | 32/469 [00:01<00:18, 23.18it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 7%|▋ | 32/469 [00:01<00:18, 23.17it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 7%|▋ | 33/469 [00:01<00:18, 23.53it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 7%|▋ | 33/469 [00:01<00:18, 23.52it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 7%|▋ | 34/469 [00:01<00:18, 23.82it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 7%|▋ | 34/469 [00:01<00:18, 23.81it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 7%|▋ | 35/469 [00:01<00:17, 24.15it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 7%|▋ | 35/469 [00:01<00:17, 24.15it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 8%|▊ | 36/469 [00:01<00:17, 24.43it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 8%|▊ | 36/469 [00:01<00:17, 24.42it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 8%|▊ | 37/469 [00:01<00:17, 24.70it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 8%|▊ | 37/469 [00:01<00:17, 24.69it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 8%|▊ | 38/469 [00:01<00:17, 24.97it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 8%|▊ | 38/469 [00:01<00:17, 24.96it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 8%|▊ | 39/469 [00:01<00:17, 25.22it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 8%|▊ | 39/469 [00:01<00:17, 25.21it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 9%|▊ | 40/469 [00:01<00:16, 25.47it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 9%|▊ | 40/469 [00:01<00:16, 25.46it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 9%|▊ | 41/469 [00:01<00:16, 25.70it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 9%|▊ | 41/469 [00:01<00:16, 25.69it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 9%|▉ | 42/469 [00:01<00:16, 25.94it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 9%|▉ | 42/469 [00:01<00:16, 25.93it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 9%|▉ | 43/469 [00:01<00:16, 26.16it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 9%|▉ | 43/469 [00:01<00:16, 26.16it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 9%|▉ | 44/469 [00:01<00:16, 26.39it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 9%|▉ | 44/469 [00:01<00:16, 26.38it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 10%|▉ | 45/469 [00:01<00:15, 26.61it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 10%|▉ | 45/469 [00:01<00:15, 26.60it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 10%|▉ | 46/469 [00:01<00:15, 26.81it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 10%|▉ | 46/469 [00:01<00:15, 26.80it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 10%|█ | 47/469 [00:01<00:15, 27.01it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 10%|█ | 47/469 [00:01<00:15, 27.00it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 10%|█ | 48/469 [00:01<00:15, 27.21it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 10%|█ | 48/469 [00:01<00:15, 27.20it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 10%|█ | 49/469 [00:01<00:15, 27.40it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 10%|█ | 49/469 [00:01<00:15, 27.39it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 11%|█ | 50/469 [00:01<00:15, 27.59it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 11%|█ | 50/469 [00:01<00:15, 27.58it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 11%|█ | 51/469 [00:01<00:15, 27.77it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 11%|█ | 51/469 [00:01<00:15, 27.77it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 11%|█ | 52/469 [00:01<00:14, 27.95it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 11%|█ | 52/469 [00:01<00:14, 27.94it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 11%|█▏ | 53/469 [00:01<00:14, 28.13it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 11%|█▏ | 53/469 [00:01<00:14, 28.12it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 12%|█▏ | 54/469 [00:01<00:14, 28.29it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 12%|█▏ | 54/469 [00:01<00:14, 28.28it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 12%|█▏ | 55/469 [00:01<00:14, 28.46it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 12%|█▏ | 55/469 [00:01<00:14, 28.45it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 12%|█▏ | 56/469 [00:01<00:14, 28.62it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 12%|█▏ | 56/469 [00:01<00:14, 28.61it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 12%|█▏ | 57/469 [00:01<00:14, 28.78it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 12%|█▏ | 57/469 [00:01<00:14, 28.77it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 12%|█▏ | 58/469 [00:02<00:14, 28.93it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 12%|█▏ | 58/469 [00:02<00:14, 28.93it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 13%|█▎ | 59/469 [00:02<00:14, 29.09it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 13%|█▎ | 59/469 [00:02<00:14, 29.08it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 13%|█▎ | 60/469 [00:02<00:13, 29.23it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 13%|█▎ | 60/469 [00:02<00:13, 29.23it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 13%|█▎ | 61/469 [00:02<00:13, 29.38it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 13%|█▎ | 61/469 [00:02<00:13, 29.37it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 13%|█▎ | 62/469 [00:02<00:13, 29.51it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 13%|█▎ | 62/469 [00:02<00:13, 29.51it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 13%|█▎ | 63/469 [00:02<00:13, 29.65it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 13%|█▎ | 63/469 [00:02<00:13, 29.65it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 14%|█▎ | 64/469 [00:02<00:13, 29.78it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 14%|█▎ | 64/469 [00:02<00:13, 29.78it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 14%|█▍ | 65/469 [00:02<00:13, 29.92it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 14%|█▍ | 65/469 [00:02<00:13, 29.91it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 14%|█▍ | 66/469 [00:02<00:13, 30.05it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 14%|█▍ | 66/469 [00:02<00:13, 30.04it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 14%|█▍ | 67/469 [00:02<00:13, 30.17it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 14%|█▍ | 67/469 [00:02<00:13, 30.16it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 14%|█▍ | 68/469 [00:02<00:13, 30.29it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 14%|█▍ | 68/469 [00:02<00:13, 30.28it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 15%|█▍ | 69/469 [00:02<00:13, 30.41it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 15%|█▍ | 69/469 [00:02<00:13, 30.40it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 15%|█▍ | 70/469 [00:02<00:13, 30.53it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 15%|█▍ | 70/469 [00:02<00:13, 30.52it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 15%|█▌ | 71/469 [00:02<00:12, 30.65it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 15%|█▌ | 71/469 [00:02<00:12, 30.64it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 15%|█▌ | 72/469 [00:02<00:12, 30.76it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 15%|█▌ | 72/469 [00:02<00:12, 30.75it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 16%|█▌ | 73/469 [00:02<00:12, 30.86it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 16%|█▌ | 73/469 [00:02<00:12, 30.85it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 16%|█▌ | 74/469 [00:02<00:12, 30.93it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 16%|█▌ | 74/469 [00:02<00:12, 30.92it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 16%|█▌ | 75/469 [00:02<00:12, 31.03it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 16%|█▌ | 75/469 [00:02<00:12, 31.02it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 16%|█▌ | 76/469 [00:02<00:12, 31.13it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 16%|█▌ | 76/469 [00:02<00:12, 31.12it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 16%|█▋ | 77/469 [00:02<00:12, 31.24it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 16%|█▋ | 77/469 [00:02<00:12, 31.23it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 17%|█▋ | 78/469 [00:02<00:12, 31.34it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 17%|█▋ | 78/469 [00:02<00:12, 31.33it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 17%|█▋ | 79/469 [00:02<00:12, 31.44it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 17%|█▋ | 79/469 [00:02<00:12, 31.43it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 17%|█▋ | 80/469 [00:02<00:12, 31.54it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 17%|█▋ | 80/469 [00:02<00:12, 31.53it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 17%|█▋ | 81/469 [00:02<00:12, 31.63it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 17%|█▋ | 81/469 [00:02<00:12, 31.63it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 17%|█▋ | 82/469 [00:02<00:12, 31.72it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 17%|█▋ | 82/469 [00:02<00:12, 31.72it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 18%|█▊ | 83/469 [00:02<00:12, 31.81it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 18%|█▊ | 83/469 [00:02<00:12, 31.80it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 18%|█▊ | 84/469 [00:02<00:12, 31.90it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 18%|█▊ | 84/469 [00:02<00:12, 31.89it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 18%|█▊ | 85/469 [00:02<00:12, 31.99it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 18%|█▊ | 85/469 [00:02<00:12, 31.98it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 18%|█▊ | 86/469 [00:02<00:11, 32.07it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 18%|█▊ | 86/469 [00:02<00:11, 32.07it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 19%|█▊ | 87/469 [00:02<00:11, 32.16it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 19%|█▊ | 87/469 [00:02<00:11, 32.16it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 19%|█▉ | 88/469 [00:02<00:11, 32.25it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 19%|█▉ | 88/469 [00:02<00:11, 32.24it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 19%|█▉ | 89/469 [00:02<00:11, 32.33it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 19%|█▉ | 89/469 [00:02<00:11, 32.32it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 19%|█▉ | 90/469 [00:02<00:11, 32.41it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 19%|█▉ | 90/469 [00:02<00:11, 32.40it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 19%|█▉ | 91/469 [00:02<00:11, 32.48it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 19%|█▉ | 91/469 [00:02<00:11, 32.47it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 20%|█▉ | 92/469 [00:02<00:11, 32.56it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 20%|█▉ | 92/469 [00:02<00:11, 32.55it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 20%|█▉ | 93/469 [00:02<00:11, 32.64it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 20%|█▉ | 93/469 [00:02<00:11, 32.63it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 20%|██ | 94/469 [00:02<00:11, 32.71it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 20%|██ | 94/469 [00:02<00:11, 32.71it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 20%|██ | 95/469 [00:02<00:11, 32.79it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 20%|██ | 95/469 [00:02<00:11, 32.78it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 20%|██ | 96/469 [00:02<00:11, 32.86it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 20%|██ | 96/469 [00:02<00:11, 32.86it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 21%|██ | 97/469 [00:02<00:11, 32.94it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 21%|██ | 97/469 [00:02<00:11, 32.93it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 21%|██ | 98/469 [00:02<00:11, 33.01it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 21%|██ | 98/469 [00:02<00:11, 33.00it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 21%|██ | 99/469 [00:02<00:11, 33.08it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 21%|██ | 99/469 [00:02<00:11, 33.07it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 21%|██▏ | 100/469 [00:03<00:11, 33.15it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 21%|██▏ | 100/469 [00:03<00:11, 33.14it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 22%|██▏ | 101/469 [00:03<00:11, 33.22it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 22%|██▏ | 101/469 [00:03<00:11, 33.21it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 22%|██▏ | 102/469 [00:03<00:11, 33.28it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 22%|██▏ | 102/469 [00:03<00:11, 33.28it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 22%|██▏ | 103/469 [00:03<00:10, 33.35it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 22%|██▏ | 103/469 [00:03<00:10, 33.34it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 22%|██▏ | 104/469 [00:03<00:10, 33.41it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 22%|██▏ | 104/469 [00:03<00:10, 33.41it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 22%|██▏ | 105/469 [00:03<00:10, 33.47it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 22%|██▏ | 105/469 [00:03<00:10, 33.47it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 23%|██▎ | 106/469 [00:03<00:10, 33.54it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 23%|██▎ | 106/469 [00:03<00:10, 33.53it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 23%|██▎ | 107/469 [00:03<00:10, 33.60it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 23%|██▎ | 107/469 [00:03<00:10, 33.59it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 23%|██▎ | 108/469 [00:03<00:10, 33.66it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 23%|██▎ | 108/469 [00:03<00:10, 33.65it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 23%|██▎ | 109/469 [00:03<00:10, 33.72it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 23%|██▎ | 109/469 [00:03<00:10, 33.71it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 23%|██▎ | 110/469 [00:03<00:10, 33.78it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 23%|██▎ | 110/469 [00:03<00:10, 33.77it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 24%|██▎ | 111/469 [00:03<00:10, 33.83it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 24%|██▎ | 111/469 [00:03<00:10, 33.83it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 24%|██▍ | 112/469 [00:03<00:10, 33.89it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 24%|██▍ | 112/469 [00:03<00:10, 33.89it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 24%|██▍ | 113/469 [00:03<00:10, 33.95it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 24%|██▍ | 113/469 [00:03<00:10, 33.94it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 24%|██▍ | 114/469 [00:03<00:10, 34.00it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 24%|██▍ | 114/469 [00:03<00:10, 34.00it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 25%|██▍ | 115/469 [00:03<00:10, 34.06it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 25%|██▍ | 115/469 [00:03<00:10, 34.06it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 25%|██▍ | 116/469 [00:03<00:10, 34.12it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 25%|██▍ | 116/469 [00:03<00:10, 34.11it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 25%|██▍ | 117/469 [00:03<00:10, 34.17it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 25%|██▍ | 117/469 [00:03<00:10, 34.17it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 25%|██▌ | 118/469 [00:03<00:10, 34.22it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 25%|██▌ | 118/469 [00:03<00:10, 34.22it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 25%|██▌ | 119/469 [00:03<00:10, 34.28it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 25%|██▌ | 119/469 [00:03<00:10, 34.27it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 26%|██▌ | 120/469 [00:03<00:10, 34.33it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 26%|██▌ | 120/469 [00:03<00:10, 34.32it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 26%|██▌ | 121/469 [00:03<00:10, 34.38it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 26%|██▌ | 121/469 [00:03<00:10, 34.38it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 26%|██▌ | 122/469 [00:03<00:10, 34.43it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 26%|██▌ | 122/469 [00:03<00:10, 34.42it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 26%|██▌ | 123/469 [00:03<00:10, 34.48it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 26%|██▌ | 123/469 [00:03<00:10, 34.47it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 26%|██▋ | 124/469 [00:03<00:09, 34.53it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 26%|██▋ | 124/469 [00:03<00:09, 34.52it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 27%|██▋ | 125/469 [00:03<00:09, 34.57it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 27%|██▋ | 125/469 [00:03<00:09, 34.56it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 27%|██▋ | 126/469 [00:03<00:09, 34.61it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 27%|██▋ | 126/469 [00:03<00:09, 34.61it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 27%|██▋ | 127/469 [00:03<00:09, 34.66it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 27%|██▋ | 127/469 [00:03<00:09, 34.65it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 27%|██▋ | 128/469 [00:03<00:09, 34.70it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 27%|██▋ | 128/469 [00:03<00:09, 34.70it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 28%|██▊ | 129/469 [00:03<00:09, 34.75it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 28%|██▊ | 129/469 [00:03<00:09, 34.75it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 28%|██▊ | 130/469 [00:03<00:09, 34.80it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 28%|██▊ | 130/469 [00:03<00:09, 34.79it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 28%|██▊ | 131/469 [00:03<00:09, 34.84it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 28%|██▊ | 131/469 [00:03<00:09, 34.84it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 28%|██▊ | 132/469 [00:03<00:09, 34.88it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 28%|██▊ | 132/469 [00:03<00:09, 34.88it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 28%|██▊ | 133/469 [00:03<00:09, 34.92it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 28%|██▊ | 133/469 [00:03<00:09, 34.92it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 29%|██▊ | 134/469 [00:03<00:09, 34.97it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 29%|██▊ | 134/469 [00:03<00:09, 34.96it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 29%|██▉ | 135/469 [00:03<00:09, 35.01it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 29%|██▉ | 135/469 [00:03<00:09, 35.00it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 29%|██▉ | 136/469 [00:03<00:09, 35.05it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 29%|██▉ | 136/469 [00:03<00:09, 35.05it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 29%|██▉ | 137/469 [00:03<00:09, 35.09it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 29%|██▉ | 137/469 [00:03<00:09, 35.09it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 29%|██▉ | 138/469 [00:03<00:09, 35.13it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 29%|██▉ | 138/469 [00:03<00:09, 35.13it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 30%|██▉ | 139/469 [00:03<00:09, 35.17it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 30%|██▉ | 139/469 [00:03<00:09, 35.17it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 30%|██▉ | 140/469 [00:03<00:09, 35.21it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 30%|██▉ | 140/469 [00:03<00:09, 35.21it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 30%|███ | 141/469 [00:03<00:09, 35.25it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 30%|███ | 141/469 [00:04<00:09, 35.25it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 30%|███ | 142/469 [00:04<00:09, 35.29it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 30%|███ | 142/469 [00:04<00:09, 35.29it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 30%|███ | 143/469 [00:04<00:09, 35.33it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 30%|███ | 143/469 [00:04<00:09, 35.33it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 31%|███ | 144/469 [00:04<00:09, 35.37it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 31%|███ | 144/469 [00:04<00:09, 35.37it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 31%|███ | 145/469 [00:04<00:09, 35.41it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 31%|███ | 145/469 [00:04<00:09, 35.40it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 31%|███ | 146/469 [00:04<00:09, 35.44it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 31%|███ | 146/469 [00:04<00:09, 35.44it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 31%|███▏ | 147/469 [00:04<00:09, 35.48it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 31%|███▏ | 147/469 [00:04<00:09, 35.48it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 32%|███▏ | 148/469 [00:04<00:09, 35.52it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 32%|███▏ | 148/469 [00:04<00:09, 35.51it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 32%|███▏ | 149/469 [00:04<00:09, 35.55it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 32%|███▏ | 149/469 [00:04<00:09, 35.55it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 32%|███▏ | 150/469 [00:04<00:08, 35.59it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 32%|███▏ | 150/469 [00:04<00:08, 35.58it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 32%|███▏ | 151/469 [00:04<00:08, 35.62it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 32%|███▏ | 151/469 [00:04<00:08, 35.62it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 32%|███▏ | 152/469 [00:04<00:08, 35.66it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 32%|███▏ | 152/469 [00:04<00:08, 35.65it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 33%|███▎ | 153/469 [00:04<00:08, 35.69it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 33%|███▎ | 153/469 [00:04<00:08, 35.69it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 33%|███▎ | 154/469 [00:04<00:08, 35.72it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 33%|███▎ | 154/469 [00:04<00:08, 35.72it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 33%|███▎ | 155/469 [00:04<00:08, 35.76it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 33%|███▎ | 155/469 [00:04<00:08, 35.76it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 33%|███▎ | 156/469 [00:04<00:08, 35.79it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 33%|███▎ | 156/469 [00:04<00:08, 35.79it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 33%|███▎ | 157/469 [00:04<00:08, 35.83it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 33%|███▎ | 157/469 [00:04<00:08, 35.82it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 34%|███▎ | 158/469 [00:04<00:08, 35.86it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 34%|███▎ | 158/469 [00:04<00:08, 35.85it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 34%|███▍ | 159/469 [00:04<00:08, 35.89it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 34%|███▍ | 159/469 [00:04<00:08, 35.89it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 34%|███▍ | 160/469 [00:04<00:08, 35.92it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 34%|███▍ | 160/469 [00:04<00:08, 35.92it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 34%|███▍ | 161/469 [00:04<00:08, 35.95it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 34%|███▍ | 161/469 [00:04<00:08, 35.95it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 35%|███▍ | 162/469 [00:04<00:08, 35.98it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 35%|███▍ | 162/469 [00:04<00:08, 35.98it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 35%|███▍ | 163/469 [00:04<00:08, 36.02it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 35%|███▍ | 163/469 [00:04<00:08, 36.01it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 35%|███▍ | 164/469 [00:04<00:08, 36.05it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 35%|███▍ | 164/469 [00:04<00:08, 36.04it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 35%|███▌ | 165/469 [00:04<00:08, 36.08it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 35%|███▌ | 165/469 [00:04<00:08, 36.07it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 35%|███▌ | 166/469 [00:04<00:08, 36.11it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 35%|███▌ | 166/469 [00:04<00:08, 36.10it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 36%|███▌ | 167/469 [00:04<00:08, 36.13it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 36%|███▌ | 167/469 [00:04<00:08, 36.13it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 36%|███▌ | 168/469 [00:04<00:08, 36.16it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 36%|███▌ | 168/469 [00:04<00:08, 36.16it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 36%|███▌ | 169/469 [00:04<00:08, 36.19it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 36%|███▌ | 169/469 [00:04<00:08, 36.19it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 36%|███▌ | 170/469 [00:04<00:08, 36.22it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 36%|███▌ | 170/469 [00:04<00:08, 36.21it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 36%|███▋ | 171/469 [00:04<00:08, 36.25it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 36%|███▋ | 171/469 [00:04<00:08, 36.24it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 37%|███▋ | 172/469 [00:04<00:08, 36.27it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 37%|███▋ | 172/469 [00:04<00:08, 36.27it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 37%|███▋ | 173/469 [00:04<00:08, 36.30it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 37%|███▋ | 173/469 [00:04<00:08, 36.30it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 37%|███▋ | 174/469 [00:04<00:08, 36.32it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 37%|███▋ | 174/469 [00:04<00:08, 36.32it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 37%|███▋ | 175/469 [00:04<00:08, 36.35it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 37%|███▋ | 175/469 [00:04<00:08, 36.34it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 38%|███▊ | 176/469 [00:04<00:08, 36.37it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 38%|███▊ | 176/469 [00:04<00:08, 36.37it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 38%|███▊ | 177/469 [00:04<00:08, 36.40it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 38%|███▊ | 177/469 [00:04<00:08, 36.40it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 38%|███▊ | 178/469 [00:04<00:07, 36.43it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 38%|███▊ | 178/469 [00:04<00:07, 36.43it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 38%|███▊ | 179/469 [00:04<00:07, 36.46it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 38%|███▊ | 179/469 [00:04<00:07, 36.45it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 38%|███▊ | 180/469 [00:04<00:07, 36.48it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 38%|███▊ | 180/469 [00:04<00:07, 36.48it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 39%|███▊ | 181/469 [00:04<00:07, 36.51it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 39%|███▊ | 181/469 [00:04<00:07, 36.50it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 39%|███▉ | 182/469 [00:04<00:07, 36.53it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 39%|███▉ | 182/469 [00:04<00:07, 36.53it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 39%|███▉ | 183/469 [00:05<00:07, 36.56it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 39%|███▉ | 183/469 [00:05<00:07, 36.56it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 39%|███▉ | 184/469 [00:05<00:07, 36.59it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 39%|███▉ | 184/469 [00:05<00:07, 36.58it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 39%|███▉ | 185/469 [00:05<00:07, 36.61it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 39%|███▉ | 185/469 [00:05<00:07, 36.61it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 40%|███▉ | 186/469 [00:05<00:07, 36.64it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 40%|███▉ | 186/469 [00:05<00:07, 36.63it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 40%|███▉ | 187/469 [00:05<00:07, 36.66it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 40%|███▉ | 187/469 [00:05<00:07, 36.66it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 40%|████ | 188/469 [00:05<00:07, 36.68it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 40%|████ | 188/469 [00:05<00:07, 36.68it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 40%|████ | 189/469 [00:05<00:07, 36.71it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 40%|████ | 189/469 [00:05<00:07, 36.70it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 41%|████ | 190/469 [00:05<00:07, 36.73it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 41%|████ | 190/469 [00:05<00:07, 36.73it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 41%|████ | 191/469 [00:05<00:07, 36.75it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 41%|████ | 191/469 [00:05<00:07, 36.75it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 41%|████ | 192/469 [00:05<00:07, 36.78it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 41%|████ | 192/469 [00:05<00:07, 36.77it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 41%|████ | 193/469 [00:05<00:07, 36.80it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 41%|████ | 193/469 [00:05<00:07, 36.79it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 41%|████▏ | 194/469 [00:05<00:07, 36.82it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 41%|████▏ | 194/469 [00:05<00:07, 36.82it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 42%|████▏ | 195/469 [00:05<00:07, 36.84it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 42%|████▏ | 195/469 [00:05<00:07, 36.84it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 42%|████▏ | 196/469 [00:05<00:07, 36.87it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 42%|████▏ | 196/469 [00:05<00:07, 36.86it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 42%|████▏ | 197/469 [00:05<00:07, 36.89it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 42%|████▏ | 197/469 [00:05<00:07, 36.89it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 42%|████▏ | 198/469 [00:05<00:07, 36.91it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 42%|████▏ | 198/469 [00:05<00:07, 36.91it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 42%|████▏ | 199/469 [00:05<00:07, 36.93it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 42%|████▏ | 199/469 [00:05<00:07, 36.93it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 43%|████▎ | 200/469 [00:05<00:07, 36.96it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 43%|████▎ | 200/469 [00:05<00:07, 36.95it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 43%|████▎ | 201/469 [00:05<00:07, 36.98it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 43%|████▎ | 201/469 [00:05<00:07, 36.97it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 43%|████▎ | 202/469 [00:05<00:07, 37.00it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 43%|████▎ | 202/469 [00:05<00:07, 36.99it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 43%|████▎ | 203/469 [00:05<00:07, 37.01it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 43%|████▎ | 203/469 [00:05<00:07, 37.01it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 43%|████▎ | 204/469 [00:05<00:07, 37.04it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 43%|████▎ | 204/469 [00:05<00:07, 37.03it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 44%|████▎ | 205/469 [00:05<00:07, 37.06it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 44%|████▎ | 205/469 [00:05<00:07, 37.05it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 44%|████▍ | 206/469 [00:05<00:07, 37.08it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 44%|████▍ | 206/469 [00:05<00:07, 37.08it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 44%|████▍ | 207/469 [00:05<00:07, 37.10it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 44%|████▍ | 207/469 [00:05<00:07, 37.10it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 44%|████▍ | 208/469 [00:05<00:07, 37.12it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 44%|████▍ | 208/469 [00:05<00:07, 37.12it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 45%|████▍ | 209/469 [00:05<00:07, 37.14it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 45%|████▍ | 209/469 [00:05<00:07, 37.14it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 45%|████▍ | 210/469 [00:05<00:06, 37.16it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 45%|████▍ | 210/469 [00:05<00:06, 37.16it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 45%|████▍ | 211/469 [00:05<00:06, 37.18it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 45%|████▍ | 211/469 [00:05<00:06, 37.18it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 45%|████▌ | 212/469 [00:05<00:06, 37.20it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 45%|████▌ | 212/469 [00:05<00:06, 37.19it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 45%|████▌ | 213/469 [00:05<00:06, 37.22it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 45%|████▌ | 213/469 [00:05<00:06, 37.21it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 46%|████▌ | 214/469 [00:05<00:06, 37.24it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 46%|████▌ | 214/469 [00:05<00:06, 37.23it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 46%|████▌ | 215/469 [00:05<00:06, 37.26it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 46%|████▌ | 215/469 [00:05<00:06, 37.25it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 46%|████▌ | 216/469 [00:05<00:06, 37.28it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 46%|████▌ | 216/469 [00:05<00:06, 37.27it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 46%|████▋ | 217/469 [00:05<00:06, 37.29it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 46%|████▋ | 217/469 [00:05<00:06, 37.29it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 46%|████▋ | 218/469 [00:05<00:06, 37.31it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 46%|████▋ | 218/469 [00:05<00:06, 37.31it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 47%|████▋ | 219/469 [00:05<00:06, 37.33it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 47%|████▋ | 219/469 [00:05<00:06, 37.33it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 47%|████▋ | 220/469 [00:05<00:06, 37.35it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 47%|████▋ | 220/469 [00:05<00:06, 37.35it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 47%|████▋ | 221/469 [00:05<00:06, 37.37it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 47%|████▋ | 221/469 [00:05<00:06, 37.37it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 47%|████▋ | 222/469 [00:05<00:06, 37.39it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 47%|████▋ | 222/469 [00:05<00:06, 37.38it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 48%|████▊ | 223/469 [00:05<00:06, 37.40it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 48%|████▊ | 223/469 [00:05<00:06, 37.40it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 48%|████▊ | 224/469 [00:05<00:06, 37.42it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 48%|████▊ | 224/469 [00:05<00:06, 37.42it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 48%|████▊ | 225/469 [00:06<00:06, 37.44it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 48%|████▊ | 225/469 [00:06<00:06, 37.43it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 48%|████▊ | 226/469 [00:06<00:06, 37.45it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 48%|████▊ | 226/469 [00:06<00:06, 37.45it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 48%|████▊ | 227/469 [00:06<00:06, 37.47it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 48%|████▊ | 227/469 [00:06<00:06, 37.46it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 49%|████▊ | 228/469 [00:06<00:06, 37.48it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 49%|████▊ | 228/469 [00:06<00:06, 37.48it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 49%|████▉ | 229/469 [00:06<00:06, 37.50it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 49%|████▉ | 229/469 [00:06<00:06, 37.50it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 49%|████▉ | 230/469 [00:06<00:06, 37.52it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 49%|████▉ | 230/469 [00:06<00:06, 37.52it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 49%|████▉ | 231/469 [00:06<00:06, 37.54it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 49%|████▉ | 231/469 [00:06<00:06, 37.53it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 49%|████▉ | 232/469 [00:06<00:06, 37.55it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 49%|████▉ | 232/469 [00:06<00:06, 37.55it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 50%|████▉ | 233/469 [00:06<00:06, 37.57it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 50%|████▉ | 233/469 [00:06<00:06, 37.57it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 50%|████▉ | 234/469 [00:06<00:06, 37.59it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 50%|████▉ | 234/469 [00:06<00:06, 37.58it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 50%|█████ | 235/469 [00:06<00:06, 37.60it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 50%|█████ | 235/469 [00:06<00:06, 37.60it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 50%|█████ | 236/469 [00:06<00:06, 37.62it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 50%|█████ | 236/469 [00:06<00:06, 37.61it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 51%|█████ | 237/469 [00:06<00:06, 37.63it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 51%|█████ | 237/469 [00:06<00:06, 37.63it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 51%|█████ | 238/469 [00:06<00:06, 37.65it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 51%|█████ | 238/469 [00:06<00:06, 37.65it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 51%|█████ | 239/469 [00:06<00:06, 37.66it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 51%|█████ | 239/469 [00:06<00:06, 37.66it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 51%|█████ | 240/469 [00:06<00:06, 37.68it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 51%|█████ | 240/469 [00:06<00:06, 37.68it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 51%|█████▏ | 241/469 [00:06<00:06, 37.70it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 51%|█████▏ | 241/469 [00:06<00:06, 37.69it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 52%|█████▏ | 242/469 [00:06<00:06, 37.71it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 52%|█████▏ | 242/469 [00:06<00:06, 37.71it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 52%|█████▏ | 243/469 [00:06<00:05, 37.73it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 52%|█████▏ | 243/469 [00:06<00:05, 37.72it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 52%|█████▏ | 244/469 [00:06<00:05, 37.74it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 52%|█████▏ | 244/469 [00:06<00:05, 37.74it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 52%|█████▏ | 245/469 [00:06<00:05, 37.76it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 52%|█████▏ | 245/469 [00:06<00:05, 37.75it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 52%|█████▏ | 246/469 [00:06<00:05, 37.77it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 52%|█████▏ | 246/469 [00:06<00:05, 37.77it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 53%|█████▎ | 247/469 [00:06<00:05, 37.79it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 53%|█████▎ | 247/469 [00:06<00:05, 37.78it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 53%|█████▎ | 248/469 [00:06<00:05, 37.80it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 53%|█████▎ | 248/469 [00:06<00:05, 37.80it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 53%|█████▎ | 249/469 [00:06<00:05, 37.82it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 53%|█████▎ | 249/469 [00:06<00:05, 37.81it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 53%|█████▎ | 250/469 [00:06<00:05, 37.83it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 53%|█████▎ | 250/469 [00:06<00:05, 37.83it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 54%|█████▎ | 251/469 [00:06<00:05, 37.84it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 54%|█████▎ | 251/469 [00:06<00:05, 37.84it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 54%|█████▎ | 252/469 [00:06<00:05, 37.86it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 54%|█████▎ | 252/469 [00:06<00:05, 37.86it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 54%|█████▍ | 253/469 [00:06<00:05, 37.87it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 54%|█████▍ | 253/469 [00:06<00:05, 37.87it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 54%|█████▍ | 254/469 [00:06<00:05, 37.89it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 54%|█████▍ | 254/469 [00:06<00:05, 37.88it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 54%|█████▍ | 255/469 [00:06<00:05, 37.90it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 54%|█████▍ | 255/469 [00:06<00:05, 37.90it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 55%|█████▍ | 256/469 [00:06<00:05, 37.91it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 55%|█████▍ | 256/469 [00:06<00:05, 37.91it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 55%|█████▍ | 257/469 [00:06<00:05, 37.93it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 55%|█████▍ | 257/469 [00:06<00:05, 37.92it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 55%|█████▌ | 258/469 [00:06<00:05, 37.94it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 55%|█████▌ | 258/469 [00:06<00:05, 37.94it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 55%|█████▌ | 259/469 [00:06<00:05, 37.95it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 55%|█████▌ | 259/469 [00:06<00:05, 37.95it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 55%|█████▌ | 260/469 [00:06<00:05, 37.97it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 55%|█████▌ | 260/469 [00:06<00:05, 37.96it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 56%|█████▌ | 261/469 [00:06<00:05, 37.98it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 56%|█████▌ | 261/469 [00:06<00:05, 37.98it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 56%|█████▌ | 262/469 [00:06<00:05, 37.99it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 56%|█████▌ | 262/469 [00:06<00:05, 37.99it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 56%|█████▌ | 263/469 [00:06<00:05, 38.01it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 56%|█████▌ | 263/469 [00:06<00:05, 38.00it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 56%|█████▋ | 264/469 [00:06<00:05, 38.02it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 56%|█████▋ | 264/469 [00:06<00:05, 38.02it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 57%|█████▋ | 265/469 [00:06<00:05, 38.03it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 57%|█████▋ | 265/469 [00:06<00:05, 38.03it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 57%|█████▋ | 266/469 [00:06<00:05, 38.05it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 57%|█████▋ | 266/469 [00:06<00:05, 38.04it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 57%|█████▋ | 267/469 [00:07<00:05, 38.06it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 57%|█████▋ | 267/469 [00:07<00:05, 38.06it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 57%|█████▋ | 268/469 [00:07<00:05, 38.07it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 57%|█████▋ | 268/469 [00:07<00:05, 38.07it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 57%|█████▋ | 269/469 [00:07<00:05, 38.09it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 57%|█████▋ | 269/469 [00:07<00:05, 38.08it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 58%|█████▊ | 270/469 [00:07<00:05, 38.10it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 58%|█████▊ | 270/469 [00:07<00:05, 38.10it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 58%|█████▊ | 271/469 [00:07<00:05, 38.11it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 58%|█████▊ | 271/469 [00:07<00:05, 38.11it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 58%|█████▊ | 272/469 [00:07<00:05, 38.12it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 58%|█████▊ | 272/469 [00:07<00:05, 38.12it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 58%|█████▊ | 273/469 [00:07<00:05, 38.14it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 58%|█████▊ | 273/469 [00:07<00:05, 38.14it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 58%|█████▊ | 274/469 [00:07<00:05, 38.15it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 58%|█████▊ | 274/469 [00:07<00:05, 38.15it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 59%|█████▊ | 275/469 [00:07<00:05, 38.16it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 59%|█████▊ | 275/469 [00:07<00:05, 38.16it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 59%|█████▉ | 276/469 [00:07<00:05, 38.17it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 59%|█████▉ | 276/469 [00:07<00:05, 38.17it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 59%|█████▉ | 277/469 [00:07<00:05, 38.18it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 59%|█████▉ | 277/469 [00:07<00:05, 38.18it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 59%|█████▉ | 278/469 [00:07<00:05, 38.19it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 59%|█████▉ | 278/469 [00:07<00:05, 38.19it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 59%|█████▉ | 279/469 [00:07<00:04, 38.21it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 59%|█████▉ | 279/469 [00:07<00:04, 38.20it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 60%|█████▉ | 280/469 [00:07<00:04, 38.22it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 60%|█████▉ | 280/469 [00:07<00:04, 38.22it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 60%|█████▉ | 281/469 [00:07<00:04, 38.23it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 60%|█████▉ | 281/469 [00:07<00:04, 38.23it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 60%|██████ | 282/469 [00:07<00:04, 38.24it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 60%|██████ | 282/469 [00:07<00:04, 38.24it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 60%|██████ | 283/469 [00:07<00:04, 38.26it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 60%|██████ | 283/469 [00:07<00:04, 38.25it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 61%|██████ | 284/469 [00:07<00:04, 38.27it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 61%|██████ | 284/469 [00:07<00:04, 38.26it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 61%|██████ | 285/469 [00:07<00:04, 38.28it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 61%|██████ | 285/469 [00:07<00:04, 38.28it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 61%|██████ | 286/469 [00:07<00:04, 38.29it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 61%|██████ | 286/469 [00:07<00:04, 38.29it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 61%|██████ | 287/469 [00:07<00:04, 38.30it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 61%|██████ | 287/469 [00:07<00:04, 38.30it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 61%|██████▏ | 288/469 [00:07<00:04, 38.31it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 61%|██████▏ | 288/469 [00:07<00:04, 38.31it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 62%|██████▏ | 289/469 [00:07<00:04, 38.33it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 62%|██████▏ | 289/469 [00:07<00:04, 38.32it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 62%|██████▏ | 290/469 [00:07<00:04, 38.34it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 62%|██████▏ | 290/469 [00:07<00:04, 38.33it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 62%|██████▏ | 291/469 [00:07<00:04, 38.37it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 62%|██████▏ | 291/469 [00:07<00:04, 38.36it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 62%|██████▏ | 292/469 [00:07<00:04, 38.37it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 62%|██████▏ | 292/469 [00:07<00:04, 38.37it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 62%|██████▏ | 293/469 [00:07<00:04, 38.39it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 62%|██████▏ | 293/469 [00:07<00:04, 38.39it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 63%|██████▎ | 294/469 [00:07<00:04, 38.40it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 63%|██████▎ | 294/469 [00:07<00:04, 38.39it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 63%|██████▎ | 295/469 [00:07<00:04, 38.41it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 63%|██████▎ | 295/469 [00:07<00:04, 38.40it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 63%|██████▎ | 296/469 [00:07<00:04, 38.42it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 63%|██████▎ | 296/469 [00:07<00:04, 38.41it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 63%|██████▎ | 297/469 [00:07<00:04, 38.43it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 63%|██████▎ | 297/469 [00:07<00:04, 38.43it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 64%|██████▎ | 298/469 [00:07<00:04, 38.44it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 64%|██████▎ | 298/469 [00:07<00:04, 38.43it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 64%|██████▍ | 299/469 [00:07<00:04, 38.45it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 64%|██████▍ | 299/469 [00:07<00:04, 38.44it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 64%|██████▍ | 300/469 [00:07<00:04, 38.46it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 64%|██████▍ | 300/469 [00:07<00:04, 38.45it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 64%|██████▍ | 301/469 [00:07<00:04, 38.47it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 64%|██████▍ | 301/469 [00:07<00:04, 38.46it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 64%|██████▍ | 302/469 [00:07<00:04, 38.48it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 64%|██████▍ | 302/469 [00:07<00:04, 38.47it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 65%|██████▍ | 303/469 [00:07<00:04, 38.48it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 65%|██████▍ | 303/469 [00:07<00:04, 38.48it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 65%|██████▍ | 304/469 [00:07<00:04, 38.49it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 65%|██████▍ | 304/469 [00:07<00:04, 38.49it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 65%|██████▌ | 305/469 [00:07<00:04, 38.50it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 65%|██████▌ | 305/469 [00:07<00:04, 38.50it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 65%|██████▌ | 306/469 [00:07<00:04, 38.51it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 65%|██████▌ | 306/469 [00:07<00:04, 38.51it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 65%|██████▌ | 307/469 [00:07<00:04, 38.52it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 65%|██████▌ | 307/469 [00:07<00:04, 38.52it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 66%|██████▌ | 308/469 [00:07<00:04, 38.53it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 66%|██████▌ | 308/469 [00:07<00:04, 38.53it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 66%|██████▌ | 309/469 [00:08<00:04, 38.54it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 66%|██████▌ | 309/469 [00:08<00:04, 38.54it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 66%|██████▌ | 310/469 [00:08<00:04, 38.55it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 66%|██████▌ | 310/469 [00:08<00:04, 38.55it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 66%|██████▋ | 311/469 [00:08<00:04, 38.56it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 66%|██████▋ | 311/469 [00:08<00:04, 38.56it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 67%|██████▋ | 312/469 [00:08<00:04, 38.57it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 67%|██████▋ | 312/469 [00:08<00:04, 38.57it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 67%|██████▋ | 313/469 [00:08<00:04, 38.58it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 67%|██████▋ | 313/469 [00:08<00:04, 38.58it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 67%|██████▋ | 314/469 [00:08<00:04, 38.58it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 67%|██████▋ | 314/469 [00:08<00:04, 38.58it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 67%|██████▋ | 315/469 [00:08<00:03, 38.59it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 67%|██████▋ | 315/469 [00:08<00:03, 38.59it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 67%|██████▋ | 316/469 [00:08<00:03, 38.60it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 67%|██████▋ | 316/469 [00:08<00:03, 38.60it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 68%|██████▊ | 317/469 [00:08<00:03, 38.61it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 68%|██████▊ | 317/469 [00:08<00:03, 38.61it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 68%|██████▊ | 318/469 [00:08<00:03, 38.62it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 68%|██████▊ | 318/469 [00:08<00:03, 38.62it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 68%|██████▊ | 319/469 [00:08<00:03, 38.63it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 68%|██████▊ | 319/469 [00:08<00:03, 38.63it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 68%|██████▊ | 320/469 [00:08<00:03, 38.65it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 68%|██████▊ | 320/469 [00:08<00:03, 38.64it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 68%|██████▊ | 321/469 [00:08<00:03, 38.66it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 68%|██████▊ | 321/469 [00:08<00:03, 38.65it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 69%|██████▊ | 322/469 [00:08<00:03, 38.67it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 69%|██████▊ | 322/469 [00:08<00:03, 38.66it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 69%|██████▉ | 323/469 [00:08<00:03, 38.68it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 69%|██████▉ | 323/469 [00:08<00:03, 38.68it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 69%|██████▉ | 324/469 [00:08<00:03, 38.69it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 69%|██████▉ | 324/469 [00:08<00:03, 38.69it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 69%|██████▉ | 325/469 [00:08<00:03, 38.69it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 69%|██████▉ | 325/469 [00:08<00:03, 38.69it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 70%|██████▉ | 326/469 [00:08<00:03, 38.70it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 70%|██████▉ | 326/469 [00:08<00:03, 38.70it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 70%|██████▉ | 327/469 [00:08<00:03, 38.71it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 70%|██████▉ | 327/469 [00:08<00:03, 38.71it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 70%|██████▉ | 328/469 [00:08<00:03, 38.72it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 70%|██████▉ | 328/469 [00:08<00:03, 38.72it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 70%|███████ | 329/469 [00:08<00:03, 38.73it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 70%|███████ | 329/469 [00:08<00:03, 38.73it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 70%|███████ | 330/469 [00:08<00:03, 38.74it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 70%|███████ | 330/469 [00:08<00:03, 38.74it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 71%|███████ | 331/469 [00:08<00:03, 38.75it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 71%|███████ | 331/469 [00:08<00:03, 38.75it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 71%|███████ | 332/469 [00:08<00:03, 38.76it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 71%|███████ | 332/469 [00:08<00:03, 38.76it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 71%|███████ | 333/469 [00:08<00:03, 38.77it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 71%|███████ | 333/469 [00:08<00:03, 38.76it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 71%|███████ | 334/469 [00:08<00:03, 38.77it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 71%|███████ | 334/469 [00:08<00:03, 38.77it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 71%|███████▏ | 335/469 [00:08<00:03, 38.78it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 71%|███████▏ | 335/469 [00:08<00:03, 38.78it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 72%|███████▏ | 336/469 [00:08<00:03, 38.79it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 72%|███████▏ | 336/469 [00:08<00:03, 38.79it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 72%|███████▏ | 337/469 [00:08<00:03, 38.80it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 72%|███████▏ | 337/469 [00:08<00:03, 38.80it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 72%|███████▏ | 338/469 [00:08<00:03, 38.81it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 72%|███████▏ | 338/469 [00:08<00:03, 38.80it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 72%|███████▏ | 339/469 [00:08<00:03, 38.81it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 72%|███████▏ | 339/469 [00:08<00:03, 38.81it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 72%|███████▏ | 340/469 [00:08<00:03, 38.82it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 72%|███████▏ | 340/469 [00:08<00:03, 38.82it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 73%|███████▎ | 341/469 [00:08<00:03, 38.83it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 73%|███████▎ | 341/469 [00:08<00:03, 38.83it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 73%|███████▎ | 342/469 [00:08<00:03, 38.84it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 73%|███████▎ | 342/469 [00:08<00:03, 38.83it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 73%|███████▎ | 343/469 [00:08<00:03, 38.84it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 73%|███████▎ | 343/469 [00:08<00:03, 38.83it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 73%|███████▎ | 344/469 [00:08<00:03, 38.86it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 73%|███████▎ | 344/469 [00:08<00:03, 38.85it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 74%|███████▎ | 345/469 [00:08<00:03, 38.86it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 74%|███████▎ | 345/469 [00:08<00:03, 38.86it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 74%|███████▍ | 346/469 [00:08<00:03, 38.88it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 74%|███████▍ | 346/469 [00:08<00:03, 38.88it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 74%|███████▍ | 347/469 [00:08<00:03, 38.88it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 74%|███████▍ | 347/469 [00:08<00:03, 38.88it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 74%|███████▍ | 348/469 [00:08<00:03, 38.90it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 74%|███████▍ | 348/469 [00:08<00:03, 38.90it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 74%|███████▍ | 349/469 [00:08<00:03, 38.90it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 74%|███████▍ | 349/469 [00:08<00:03, 38.90it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 75%|███████▍ | 350/469 [00:08<00:03, 38.92it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 75%|███████▍ | 350/469 [00:08<00:03, 38.92it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 75%|███████▍ | 351/469 [00:09<00:03, 38.92it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 75%|███████▍ | 351/469 [00:09<00:03, 38.92it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 75%|███████▌ | 352/469 [00:09<00:03, 38.94it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 75%|███████▌ | 352/469 [00:09<00:03, 38.94it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 75%|███████▌ | 353/469 [00:09<00:02, 38.95it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 75%|███████▌ | 353/469 [00:09<00:02, 38.94it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 75%|███████▌ | 354/469 [00:09<00:02, 38.96it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 75%|███████▌ | 354/469 [00:09<00:02, 38.96it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 76%|███████▌ | 355/469 [00:09<00:02, 38.96it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 76%|███████▌ | 355/469 [00:09<00:02, 38.96it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 76%|███████▌ | 356/469 [00:09<00:02, 38.97it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 76%|███████▌ | 356/469 [00:09<00:02, 38.96it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 76%|███████▌ | 357/469 [00:09<00:02, 38.97it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 76%|███████▌ | 357/469 [00:09<00:02, 38.97it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 76%|███████▋ | 358/469 [00:09<00:02, 38.98it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 76%|███████▋ | 358/469 [00:09<00:02, 38.98it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 77%|███████▋ | 359/469 [00:09<00:02, 38.99it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 77%|███████▋ | 359/469 [00:09<00:02, 38.98it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 77%|███████▋ | 360/469 [00:09<00:02, 38.99it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 77%|███████▋ | 360/469 [00:09<00:02, 38.99it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 77%|███████▋ | 361/469 [00:09<00:02, 39.00it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 77%|███████▋ | 361/469 [00:09<00:02, 39.00it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 77%|███████▋ | 362/469 [00:09<00:02, 39.00it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 77%|███████▋ | 362/469 [00:09<00:02, 39.00it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 77%|███████▋ | 363/469 [00:09<00:02, 39.01it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 77%|███████▋ | 363/469 [00:09<00:02, 39.01it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 78%|███████▊ | 364/469 [00:09<00:02, 39.02it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 78%|███████▊ | 364/469 [00:09<00:02, 39.02it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 78%|███████▊ | 365/469 [00:09<00:02, 39.02it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 78%|███████▊ | 365/469 [00:09<00:02, 39.02it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 78%|███████▊ | 366/469 [00:09<00:02, 39.03it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 78%|███████▊ | 366/469 [00:09<00:02, 39.03it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 78%|███████▊ | 367/469 [00:09<00:02, 39.04it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 78%|███████▊ | 367/469 [00:09<00:02, 39.04it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 78%|███████▊ | 368/469 [00:09<00:02, 39.05it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 78%|███████▊ | 368/469 [00:09<00:02, 39.04it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 79%|███████▊ | 369/469 [00:09<00:02, 39.05it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 79%|███████▊ | 369/469 [00:09<00:02, 39.05it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 79%|███████▉ | 370/469 [00:09<00:02, 39.06it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 79%|███████▉ | 370/469 [00:09<00:02, 39.06it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 79%|███████▉ | 371/469 [00:09<00:02, 39.07it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 79%|███████▉ | 371/469 [00:09<00:02, 39.06it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 79%|███████▉ | 372/469 [00:09<00:02, 39.07it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 79%|███████▉ | 372/469 [00:09<00:02, 39.07it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 80%|███████▉ | 373/469 [00:09<00:02, 39.08it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 80%|███████▉ | 373/469 [00:09<00:02, 39.08it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 80%|███████▉ | 374/469 [00:09<00:02, 39.09it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 80%|███████▉ | 374/469 [00:09<00:02, 39.08it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 80%|███████▉ | 375/469 [00:09<00:02, 39.09it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 80%|███████▉ | 375/469 [00:09<00:02, 39.09it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 80%|████████ | 376/469 [00:09<00:02, 39.10it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 80%|████████ | 376/469 [00:09<00:02, 39.10it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 80%|████████ | 377/469 [00:09<00:02, 39.10it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 80%|████████ | 377/469 [00:09<00:02, 39.10it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 81%|████████ | 378/469 [00:09<00:02, 39.11it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 81%|████████ | 378/469 [00:09<00:02, 39.11it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 81%|████████ | 379/469 [00:09<00:02, 39.12it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 81%|████████ | 379/469 [00:09<00:02, 39.12it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 81%|████████ | 380/469 [00:09<00:02, 39.12it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 81%|████████ | 380/469 [00:09<00:02, 39.12it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 81%|████████ | 381/469 [00:09<00:02, 39.13it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 81%|████████ | 381/469 [00:09<00:02, 39.13it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 81%|████████▏ | 382/469 [00:09<00:02, 39.14it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 81%|████████▏ | 382/469 [00:09<00:02, 39.13it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 82%|████████▏ | 383/469 [00:09<00:02, 39.14it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 82%|████████▏ | 383/469 [00:09<00:02, 39.14it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 82%|████████▏ | 384/469 [00:09<00:02, 39.15it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 82%|████████▏ | 384/469 [00:09<00:02, 39.15it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 82%|████████▏ | 385/469 [00:09<00:02, 39.15it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 82%|████████▏ | 385/469 [00:09<00:02, 39.15it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 82%|████████▏ | 386/469 [00:09<00:02, 39.16it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 82%|████████▏ | 386/469 [00:09<00:02, 39.16it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 83%|████████▎ | 387/469 [00:09<00:02, 39.17it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 83%|████████▎ | 387/469 [00:09<00:02, 39.16it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 83%|████████▎ | 388/469 [00:09<00:02, 39.17it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 83%|████████▎ | 388/469 [00:09<00:02, 39.17it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 83%|████████▎ | 389/469 [00:09<00:02, 39.18it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 83%|████████▎ | 389/469 [00:09<00:02, 39.18it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 83%|████████▎ | 390/469 [00:09<00:02, 39.19it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 83%|████████▎ | 390/469 [00:09<00:02, 39.18it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 83%|████████▎ | 391/469 [00:09<00:01, 39.19it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 83%|████████▎ | 391/469 [00:09<00:01, 39.19it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 84%|████████▎ | 392/469 [00:10<00:01, 39.20it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 84%|████████▎ | 392/469 [00:10<00:01, 39.20it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 84%|████████▍ | 393/469 [00:10<00:01, 39.20it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 84%|████████▍ | 393/469 [00:10<00:01, 39.20it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 84%|████████▍ | 394/469 [00:10<00:01, 39.21it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 84%|████████▍ | 394/469 [00:10<00:01, 39.21it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 84%|████████▍ | 395/469 [00:10<00:01, 39.22it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 84%|████████▍ | 395/469 [00:10<00:01, 39.22it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 84%|████████▍ | 396/469 [00:10<00:01, 39.22it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 84%|████████▍ | 396/469 [00:10<00:01, 39.22it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 85%|████████▍ | 397/469 [00:10<00:01, 39.23it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 85%|████████▍ | 397/469 [00:10<00:01, 39.23it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 85%|████████▍ | 398/469 [00:10<00:01, 39.23it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 85%|████████▍ | 398/469 [00:10<00:01, 39.23it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 85%|████████▌ | 399/469 [00:10<00:01, 39.24it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 85%|████████▌ | 399/469 [00:10<00:01, 39.24it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 85%|████████▌ | 400/469 [00:10<00:01, 39.25it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 85%|████████▌ | 400/469 [00:10<00:01, 39.25it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 86%|████████▌ | 401/469 [00:10<00:01, 39.25it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 86%|████████▌ | 401/469 [00:10<00:01, 39.25it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 86%|████████▌ | 402/469 [00:10<00:01, 39.26it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 86%|████████▌ | 402/469 [00:10<00:01, 39.26it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 86%|████████▌ | 403/469 [00:10<00:01, 39.26it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 86%|████████▌ | 403/469 [00:10<00:01, 39.26it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 86%|████████▌ | 404/469 [00:10<00:01, 39.27it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 86%|████████▌ | 404/469 [00:10<00:01, 39.27it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 86%|████████▋ | 405/469 [00:10<00:01, 39.27it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 86%|████████▋ | 405/469 [00:10<00:01, 39.27it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 87%|████████▋ | 406/469 [00:10<00:01, 39.28it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 87%|████████▋ | 406/469 [00:10<00:01, 39.28it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 87%|████████▋ | 407/469 [00:10<00:01, 39.29it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 87%|████████▋ | 407/469 [00:10<00:01, 39.29it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 87%|████████▋ | 408/469 [00:10<00:01, 39.29it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 87%|████████▋ | 408/469 [00:10<00:01, 39.29it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 87%|████████▋ | 409/469 [00:10<00:01, 39.30it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 87%|████████▋ | 409/469 [00:10<00:01, 39.30it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 87%|████████▋ | 410/469 [00:10<00:01, 39.30it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 87%|████████▋ | 410/469 [00:10<00:01, 39.30it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 88%|████████▊ | 411/469 [00:10<00:01, 39.31it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 88%|████████▊ | 411/469 [00:10<00:01, 39.31it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 88%|████████▊ | 412/469 [00:10<00:01, 39.31it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 88%|████████▊ | 412/469 [00:10<00:01, 39.31it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 88%|████████▊ | 413/469 [00:10<00:01, 39.32it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 88%|████████▊ | 413/469 [00:10<00:01, 39.32it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 88%|████████▊ | 414/469 [00:10<00:01, 39.32it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 88%|████████▊ | 414/469 [00:10<00:01, 39.32it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 88%|████████▊ | 415/469 [00:10<00:01, 39.33it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 88%|████████▊ | 415/469 [00:10<00:01, 39.33it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 89%|████████▊ | 416/469 [00:10<00:01, 39.33it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 89%|████████▊ | 416/469 [00:10<00:01, 39.33it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 89%|████████▉ | 417/469 [00:10<00:01, 39.34it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 89%|████████▉ | 417/469 [00:10<00:01, 39.34it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 89%|████████▉ | 418/469 [00:10<00:01, 39.35it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 89%|████████▉ | 418/469 [00:10<00:01, 39.34it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 89%|████████▉ | 419/469 [00:10<00:01, 39.36it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 89%|████████▉ | 419/469 [00:10<00:01, 39.36it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 90%|████████▉ | 420/469 [00:10<00:01, 39.36it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 90%|████████▉ | 420/469 [00:10<00:01, 39.36it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 90%|████████▉ | 421/469 [00:10<00:01, 39.37it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 90%|████████▉ | 421/469 [00:10<00:01, 39.37it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 90%|████████▉ | 422/469 [00:10<00:01, 39.36it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 90%|████████▉ | 422/469 [00:10<00:01, 39.36it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 90%|█████████ | 423/469 [00:10<00:01, 39.36it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 90%|█████████ | 423/469 [00:10<00:01, 39.36it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 90%|█████████ | 424/469 [00:10<00:01, 39.37it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 90%|█████████ | 424/469 [00:10<00:01, 39.37it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 91%|█████████ | 425/469 [00:10<00:01, 39.37it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 91%|█████████ | 425/469 [00:10<00:01, 39.37it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 91%|█████████ | 426/469 [00:10<00:01, 39.37it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 91%|█████████ | 426/469 [00:10<00:01, 39.37it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 91%|█████████ | 427/469 [00:10<00:01, 39.38it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 91%|█████████ | 427/469 [00:10<00:01, 39.38it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 91%|█████████▏| 428/469 [00:10<00:01, 39.38it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 91%|█████████▏| 428/469 [00:10<00:01, 39.38it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 91%|█████████▏| 429/469 [00:10<00:01, 39.39it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 91%|█████████▏| 429/469 [00:10<00:01, 39.39it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 92%|█████████▏| 430/469 [00:10<00:00, 39.39it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 92%|█████████▏| 430/469 [00:10<00:00, 39.39it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 92%|█████████▏| 431/469 [00:10<00:00, 39.40it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 92%|█████████▏| 431/469 [00:10<00:00, 39.40it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 92%|█████████▏| 432/469 [00:10<00:00, 39.40it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 92%|█████████▏| 432/469 [00:10<00:00, 39.40it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 92%|█████████▏| 433/469 [00:10<00:00, 39.41it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 92%|█████████▏| 433/469 [00:10<00:00, 39.41it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 93%|█████████▎| 434/469 [00:11<00:00, 39.41it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 93%|█████████▎| 434/469 [00:11<00:00, 39.41it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 93%|█████████▎| 435/469 [00:11<00:00, 39.42it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 93%|█████████▎| 435/469 [00:11<00:00, 39.42it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 93%|█████████▎| 436/469 [00:11<00:00, 39.43it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 93%|█████████▎| 436/469 [00:11<00:00, 39.42it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 93%|█████████▎| 437/469 [00:11<00:00, 39.43it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 93%|█████████▎| 437/469 [00:11<00:00, 39.43it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 93%|█████████▎| 438/469 [00:11<00:00, 39.44it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 93%|█████████▎| 438/469 [00:11<00:00, 39.44it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 94%|█████████▎| 439/469 [00:11<00:00, 39.44it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 94%|█████████▎| 439/469 [00:11<00:00, 39.44it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 94%|█████████▍| 440/469 [00:11<00:00, 39.45it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 94%|█████████▍| 440/469 [00:11<00:00, 39.44it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 94%|█████████▍| 441/469 [00:11<00:00, 39.45it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 94%|█████████▍| 441/469 [00:11<00:00, 39.45it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 94%|█████████▍| 442/469 [00:11<00:00, 39.46it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 94%|█████████▍| 442/469 [00:11<00:00, 39.45it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 94%|█████████▍| 443/469 [00:11<00:00, 39.46it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 94%|█████████▍| 443/469 [00:11<00:00, 39.46it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 95%|█████████▍| 444/469 [00:11<00:00, 39.47it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 95%|█████████▍| 444/469 [00:11<00:00, 39.46it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 95%|█████████▍| 445/469 [00:11<00:00, 39.47it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 95%|█████████▍| 445/469 [00:11<00:00, 39.47it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 95%|█████████▌| 446/469 [00:11<00:00, 39.48it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 95%|█████████▌| 446/469 [00:11<00:00, 39.47it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 95%|█████████▌| 447/469 [00:11<00:00, 39.48it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 95%|█████████▌| 447/469 [00:11<00:00, 39.48it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 96%|█████████▌| 448/469 [00:11<00:00, 39.49it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 96%|█████████▌| 448/469 [00:11<00:00, 39.48it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 96%|█████████▌| 449/469 [00:11<00:00, 39.48it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 96%|█████████▌| 449/469 [00:11<00:00, 39.48it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 96%|█████████▌| 450/469 [00:11<00:00, 39.49it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 96%|█████████▌| 450/469 [00:11<00:00, 39.49it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 96%|█████████▌| 451/469 [00:11<00:00, 39.52it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 96%|█████████▌| 451/469 [00:11<00:00, 39.52it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 96%|█████████▋| 452/469 [00:11<00:00, 39.53it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 96%|█████████▋| 452/469 [00:11<00:00, 39.53it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 97%|█████████▋| 453/469 [00:11<00:00, 39.56it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 97%|█████████▋| 453/469 [00:11<00:00, 39.56it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 97%|█████████▋| 454/469 [00:11<00:00, 39.59it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 97%|█████████▋| 454/469 [00:11<00:00, 39.59it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 97%|█████████▋| 455/469 [00:11<00:00, 39.62it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 97%|█████████▋| 455/469 [00:11<00:00, 39.62it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 97%|█████████▋| 456/469 [00:11<00:00, 39.65it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 97%|█████████▋| 456/469 [00:11<00:00, 39.65it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 97%|█████████▋| 457/469 [00:11<00:00, 39.68it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 97%|█████████▋| 457/469 [00:11<00:00, 39.68it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 98%|█████████▊| 458/469 [00:11<00:00, 39.71it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 98%|█████████▊| 458/469 [00:11<00:00, 39.71it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 98%|█████████▊| 459/469 [00:11<00:00, 39.75it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 98%|█████████▊| 459/469 [00:11<00:00, 39.74it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 98%|█████████▊| 460/469 [00:11<00:00, 39.78it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 98%|█████████▊| 460/469 [00:11<00:00, 39.78it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 98%|█████████▊| 461/469 [00:11<00:00, 39.81it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 98%|█████████▊| 461/469 [00:11<00:00, 39.81it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 99%|█████████▊| 462/469 [00:11<00:00, 39.84it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 99%|█████████▊| 462/469 [00:11<00:00, 39.84it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 99%|█████████▊| 463/469 [00:11<00:00, 39.87it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 99%|█████████▊| 463/469 [00:11<00:00, 39.87it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 99%|█████████▉| 464/469 [00:11<00:00, 39.90it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 99%|█████████▉| 464/469 [00:11<00:00, 39.90it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 99%|█████████▉| 465/469 [00:11<00:00, 39.93it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 99%|█████████▉| 465/469 [00:11<00:00, 39.93it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 99%|█████████▉| 466/469 [00:11<00:00, 39.97it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 99%|█████████▉| 466/469 [00:11<00:00, 39.96it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 100%|█████████▉| 467/469 [00:11<00:00, 40.00it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 100%|█████████▉| 467/469 [00:11<00:00, 39.99it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 100%|█████████▉| 468/469 [00:11<00:00, 40.03it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 100%|█████████▉| 468/469 [00:11<00:00, 40.03it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 100%|██████████| 469/469 [00:11<00:00, 40.04it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 100%|██████████| 469/469 [00:11<00:00, 40.04it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
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Epoch 4: 100%|██████████| 469/469 [00:13<00:00, 35.52it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 4: 100%|██████████| 469/469 [00:13<00:00, 35.51it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
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Epoch 5: 0%| | 0/469 [00:00<?, ?it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 0%| | 1/469 [00:00<04:50, 1.61it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 0%| | 1/469 [00:00<04:51, 1.60it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 0%| | 2/469 [00:00<02:31, 3.09it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 0%| | 2/469 [00:00<02:31, 3.09it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 1%| | 3/469 [00:00<01:43, 4.49it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 1%| | 3/469 [00:00<01:43, 4.49it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 1%| | 4/469 [00:00<01:20, 5.78it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 1%| | 4/469 [00:00<01:20, 5.77it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 1%| | 5/469 [00:00<01:06, 7.01it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 1%| | 5/469 [00:00<01:06, 7.01it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 1%|▏ | 6/469 [00:00<00:56, 8.14it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 1%|▏ | 6/469 [00:00<00:56, 8.14it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 1%|▏ | 7/469 [00:00<00:50, 9.18it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 1%|▏ | 7/469 [00:00<00:50, 9.17it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 2%|▏ | 8/469 [00:00<00:45, 10.21it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 2%|▏ | 8/469 [00:00<00:45, 10.20it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 2%|▏ | 9/469 [00:00<00:41, 11.12it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 2%|▏ | 9/469 [00:00<00:41, 11.10it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 2%|▏ | 10/469 [00:00<00:38, 12.02it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 2%|▏ | 10/469 [00:00<00:38, 12.02it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 2%|▏ | 11/469 [00:00<00:35, 12.81it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 2%|▏ | 11/469 [00:00<00:35, 12.79it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 3%|▎ | 12/469 [00:00<00:33, 13.64it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 3%|▎ | 12/469 [00:00<00:33, 13.63it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 3%|▎ | 13/469 [00:00<00:31, 14.43it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 3%|▎ | 13/469 [00:00<00:31, 14.42it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 3%|▎ | 14/469 [00:00<00:30, 15.09it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 3%|▎ | 14/469 [00:00<00:30, 15.07it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 3%|▎ | 15/469 [00:00<00:28, 15.79it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 3%|▎ | 15/469 [00:00<00:28, 15.79it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 3%|▎ | 16/469 [00:00<00:27, 16.44it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 3%|▎ | 16/469 [00:00<00:27, 16.43it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 4%|▎ | 17/469 [00:01<00:26, 17.00it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 4%|▎ | 17/469 [00:01<00:26, 16.99it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 4%|▍ | 18/469 [00:01<00:25, 17.63it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 4%|▍ | 18/469 [00:01<00:25, 17.63it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 4%|▍ | 19/469 [00:01<00:24, 18.19it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 4%|▍ | 19/469 [00:01<00:24, 18.18it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 4%|▍ | 20/469 [00:01<00:23, 18.78it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 4%|▍ | 20/469 [00:01<00:23, 18.77it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 4%|▍ | 21/469 [00:01<00:23, 19.27it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 4%|▍ | 21/469 [00:01<00:23, 19.26it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 5%|▍ | 22/469 [00:01<00:22, 19.79it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 5%|▍ | 22/469 [00:01<00:22, 19.78it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 5%|▍ | 23/469 [00:01<00:22, 20.25it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 5%|▍ | 23/469 [00:01<00:22, 20.24it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 5%|▌ | 24/469 [00:01<00:21, 20.73it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 5%|▌ | 24/469 [00:01<00:21, 20.72it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 5%|▌ | 25/469 [00:01<00:21, 21.14it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 5%|▌ | 25/469 [00:01<00:21, 21.12it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 6%|▌ | 26/469 [00:01<00:20, 21.57it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 6%|▌ | 26/469 [00:01<00:20, 21.56it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 6%|▌ | 27/469 [00:01<00:20, 21.95it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 6%|▌ | 27/469 [00:01<00:20, 21.94it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 6%|▌ | 28/469 [00:01<00:19, 22.36it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 6%|▌ | 28/469 [00:01<00:19, 22.36it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 6%|▌ | 29/469 [00:01<00:19, 22.71it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 6%|▌ | 29/469 [00:01<00:19, 22.70it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 6%|▋ | 30/469 [00:01<00:19, 23.10it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 6%|▋ | 30/469 [00:01<00:19, 23.10it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 7%|▋ | 31/469 [00:01<00:18, 23.43it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 7%|▋ | 31/469 [00:01<00:18, 23.42it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 7%|▋ | 32/469 [00:01<00:18, 23.79it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 7%|▋ | 32/469 [00:01<00:18, 23.78it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 7%|▋ | 33/469 [00:01<00:18, 24.09it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 7%|▋ | 33/469 [00:01<00:18, 24.08it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 7%|▋ | 34/469 [00:01<00:17, 24.39it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 7%|▋ | 34/469 [00:01<00:17, 24.38it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 7%|▋ | 35/469 [00:01<00:17, 24.67it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 7%|▋ | 35/469 [00:01<00:17, 24.66it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 8%|▊ | 36/469 [00:01<00:17, 24.96it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 8%|▊ | 36/469 [00:01<00:17, 24.95it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 8%|▊ | 37/469 [00:01<00:17, 25.23it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 8%|▊ | 37/469 [00:01<00:17, 25.22it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 8%|▊ | 38/469 [00:01<00:16, 25.50it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 8%|▊ | 38/469 [00:01<00:16, 25.49it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 8%|▊ | 39/469 [00:01<00:16, 25.76it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 8%|▊ | 39/469 [00:01<00:16, 25.75it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 9%|▊ | 40/469 [00:01<00:16, 26.01it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 9%|▊ | 40/469 [00:01<00:16, 26.00it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 9%|▊ | 41/469 [00:01<00:16, 26.24it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 9%|▊ | 41/469 [00:01<00:16, 26.24it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 9%|▉ | 42/469 [00:01<00:16, 26.47it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 9%|▉ | 42/469 [00:01<00:16, 26.46it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 9%|▉ | 43/469 [00:01<00:15, 26.69it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 9%|▉ | 43/469 [00:01<00:15, 26.68it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 9%|▉ | 44/469 [00:01<00:15, 26.91it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 9%|▉ | 44/469 [00:01<00:15, 26.91it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 10%|▉ | 45/469 [00:01<00:15, 27.12it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 10%|▉ | 45/469 [00:01<00:15, 27.12it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 10%|▉ | 46/469 [00:01<00:15, 27.33it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 10%|▉ | 46/469 [00:01<00:15, 27.33it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 10%|█ | 47/469 [00:01<00:15, 27.54it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 10%|█ | 47/469 [00:01<00:15, 27.53it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 10%|█ | 48/469 [00:01<00:15, 27.73it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 10%|█ | 48/469 [00:01<00:15, 27.73it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 10%|█ | 49/469 [00:01<00:15, 27.93it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 10%|█ | 49/469 [00:01<00:15, 27.92it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 11%|█ | 50/469 [00:01<00:14, 28.12it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 11%|█ | 50/469 [00:01<00:14, 28.11it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 11%|█ | 51/469 [00:01<00:14, 28.30it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 11%|█ | 51/469 [00:01<00:14, 28.29it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 11%|█ | 52/469 [00:01<00:14, 28.48it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 11%|█ | 52/469 [00:01<00:14, 28.47it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 11%|█▏ | 53/469 [00:01<00:14, 28.71it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 11%|█▏ | 53/469 [00:01<00:14, 28.70it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 12%|█▏ | 54/469 [00:01<00:14, 28.86it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 12%|█▏ | 54/469 [00:01<00:14, 28.85it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 12%|█▏ | 55/469 [00:01<00:14, 29.02it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 12%|█▏ | 55/469 [00:01<00:14, 29.01it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 12%|█▏ | 56/469 [00:01<00:14, 29.17it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 12%|█▏ | 56/469 [00:01<00:14, 29.16it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 12%|█▏ | 57/469 [00:01<00:14, 29.33it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 12%|█▏ | 57/469 [00:01<00:14, 29.32it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 12%|█▏ | 58/469 [00:01<00:13, 29.47it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 12%|█▏ | 58/469 [00:01<00:13, 29.47it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 13%|█▎ | 59/469 [00:01<00:13, 29.62it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 13%|█▎ | 59/469 [00:01<00:13, 29.62it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 13%|█▎ | 60/469 [00:02<00:13, 29.77it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 13%|█▎ | 60/469 [00:02<00:13, 29.76it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 13%|█▎ | 61/469 [00:02<00:13, 29.91it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 13%|█▎ | 61/469 [00:02<00:13, 29.91it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 13%|█▎ | 62/469 [00:02<00:13, 30.05it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 13%|█▎ | 62/469 [00:02<00:13, 30.05it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 13%|█▎ | 63/469 [00:02<00:13, 30.18it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 13%|█▎ | 63/469 [00:02<00:13, 30.18it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 14%|█▎ | 64/469 [00:02<00:13, 30.32it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 14%|█▎ | 64/469 [00:02<00:13, 30.31it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 14%|█▍ | 65/469 [00:02<00:13, 30.44it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 14%|█▍ | 65/469 [00:02<00:13, 30.43it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 14%|█▍ | 66/469 [00:02<00:13, 30.56it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 14%|█▍ | 66/469 [00:02<00:13, 30.54it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 14%|█▍ | 67/469 [00:02<00:13, 30.70it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 14%|█▍ | 67/469 [00:02<00:13, 30.69it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 14%|█▍ | 68/469 [00:02<00:12, 30.85it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 14%|█▍ | 68/469 [00:02<00:13, 30.84it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 15%|█▍ | 69/469 [00:02<00:12, 30.96it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 15%|█▍ | 69/469 [00:02<00:12, 30.95it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 15%|█▍ | 70/469 [00:02<00:12, 31.08it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 15%|█▍ | 70/469 [00:02<00:12, 31.08it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 15%|█▌ | 71/469 [00:02<00:12, 31.19it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 15%|█▌ | 71/469 [00:02<00:12, 31.17it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 15%|█▌ | 72/469 [00:02<00:12, 31.32it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 15%|█▌ | 72/469 [00:02<00:12, 31.31it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 16%|█▌ | 73/469 [00:02<00:12, 31.41it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 16%|█▌ | 73/469 [00:02<00:12, 31.41it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 16%|█▌ | 74/469 [00:02<00:12, 31.55it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 16%|█▌ | 74/469 [00:02<00:12, 31.54it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 16%|█▌ | 75/469 [00:02<00:12, 31.64it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 16%|█▌ | 75/469 [00:02<00:12, 31.62it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 16%|█▌ | 76/469 [00:02<00:12, 31.76it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 16%|█▌ | 76/469 [00:02<00:12, 31.75it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 16%|█▋ | 77/469 [00:02<00:12, 31.85it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 16%|█▋ | 77/469 [00:02<00:12, 31.84it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 17%|█▋ | 78/469 [00:02<00:12, 31.97it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 17%|█▋ | 78/469 [00:02<00:12, 31.96it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 17%|█▋ | 79/469 [00:02<00:12, 32.05it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 17%|█▋ | 79/469 [00:02<00:12, 32.04it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 17%|█▋ | 80/469 [00:02<00:12, 32.17it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 17%|█▋ | 80/469 [00:02<00:12, 32.16it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 17%|█▋ | 81/469 [00:02<00:12, 32.25it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 17%|█▋ | 81/469 [00:02<00:12, 32.24it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 17%|█▋ | 82/469 [00:02<00:11, 32.37it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 17%|█▋ | 82/469 [00:02<00:11, 32.36it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 18%|█▊ | 83/469 [00:02<00:11, 32.45it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 18%|█▊ | 83/469 [00:02<00:11, 32.44it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 18%|█▊ | 84/469 [00:02<00:11, 32.56it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 18%|█▊ | 84/469 [00:02<00:11, 32.55it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 18%|█▊ | 85/469 [00:02<00:11, 32.62it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 18%|█▊ | 85/469 [00:02<00:11, 32.61it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 18%|█▊ | 86/469 [00:02<00:11, 32.73it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 18%|█▊ | 86/469 [00:02<00:11, 32.72it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 19%|█▊ | 87/469 [00:02<00:11, 32.80it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 19%|█▊ | 87/469 [00:02<00:11, 32.79it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 19%|█▉ | 88/469 [00:02<00:11, 32.90it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 19%|█▉ | 88/469 [00:02<00:11, 32.89it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 19%|█▉ | 89/469 [00:02<00:11, 32.97it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 19%|█▉ | 89/469 [00:02<00:11, 32.96it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 19%|█▉ | 90/469 [00:02<00:11, 33.07it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 19%|█▉ | 90/469 [00:02<00:11, 33.07it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 19%|█▉ | 91/469 [00:02<00:11, 33.14it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 19%|█▉ | 91/469 [00:02<00:11, 33.12it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 20%|█▉ | 92/469 [00:02<00:11, 33.23it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 20%|█▉ | 92/469 [00:02<00:11, 33.22it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 20%|█▉ | 93/469 [00:02<00:11, 33.29it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 20%|█▉ | 93/469 [00:02<00:11, 33.29it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 20%|██ | 94/469 [00:02<00:11, 33.39it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 20%|██ | 94/469 [00:02<00:11, 33.38it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 20%|██ | 95/469 [00:02<00:11, 33.45it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 20%|██ | 95/469 [00:02<00:11, 33.44it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 20%|██ | 96/469 [00:02<00:11, 33.54it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 20%|██ | 96/469 [00:02<00:11, 33.54it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 21%|██ | 97/469 [00:02<00:11, 33.60it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 21%|██ | 97/469 [00:02<00:11, 33.59it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 21%|██ | 98/469 [00:02<00:11, 33.66it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 21%|██ | 98/469 [00:02<00:11, 33.65it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 21%|██ | 99/469 [00:02<00:10, 33.75it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 21%|██ | 99/469 [00:02<00:10, 33.74it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 21%|██▏ | 100/469 [00:02<00:10, 33.80it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 21%|██▏ | 100/469 [00:02<00:10, 33.79it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 22%|██▏ | 101/469 [00:02<00:10, 33.89it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 22%|██▏ | 101/469 [00:02<00:10, 33.88it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 22%|██▏ | 102/469 [00:03<00:10, 33.94it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 22%|██▏ | 102/469 [00:03<00:10, 33.93it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 22%|██▏ | 103/469 [00:03<00:10, 33.98it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 22%|██▏ | 103/469 [00:03<00:10, 33.97it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 22%|██▏ | 104/469 [00:03<00:10, 34.06it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 22%|██▏ | 104/469 [00:03<00:10, 34.05it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 22%|██▏ | 105/469 [00:03<00:10, 34.11it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 22%|██▏ | 105/469 [00:03<00:10, 34.10it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 23%|██▎ | 106/469 [00:03<00:10, 34.19it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 23%|██▎ | 106/469 [00:03<00:10, 34.18it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 23%|██▎ | 107/469 [00:03<00:10, 34.23it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 23%|██▎ | 107/469 [00:03<00:10, 34.22it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 23%|██▎ | 108/469 [00:03<00:10, 34.28it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 23%|██▎ | 108/469 [00:03<00:10, 34.28it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 23%|██▎ | 109/469 [00:03<00:10, 34.34it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 23%|██▎ | 109/469 [00:03<00:10, 34.33it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 23%|██▎ | 110/469 [00:03<00:10, 34.40it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 23%|██▎ | 110/469 [00:03<00:10, 34.39it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 24%|██▎ | 111/469 [00:03<00:10, 34.45it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 24%|██▎ | 111/469 [00:03<00:10, 34.44it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 24%|██▍ | 112/469 [00:03<00:10, 34.52it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 24%|██▍ | 112/469 [00:03<00:10, 34.52it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 24%|██▍ | 113/469 [00:03<00:10, 34.57it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 24%|██▍ | 113/469 [00:03<00:10, 34.57it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 24%|██▍ | 114/469 [00:03<00:10, 34.65it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 24%|██▍ | 114/469 [00:03<00:10, 34.64it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 25%|██▍ | 115/469 [00:03<00:10, 34.69it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 25%|██▍ | 115/469 [00:03<00:10, 34.68it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 25%|██▍ | 116/469 [00:03<00:10, 34.76it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 25%|██▍ | 116/469 [00:03<00:10, 34.75it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 25%|██▍ | 117/469 [00:03<00:10, 34.80it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 25%|██▍ | 117/469 [00:03<00:10, 34.79it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 25%|██▌ | 118/469 [00:03<00:10, 34.87it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 25%|██▌ | 118/469 [00:03<00:10, 34.86it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 25%|██▌ | 119/469 [00:03<00:10, 34.90it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 25%|██▌ | 119/469 [00:03<00:10, 34.90it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 26%|██▌ | 120/469 [00:03<00:09, 34.98it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 26%|██▌ | 120/469 [00:03<00:09, 34.97it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 26%|██▌ | 121/469 [00:03<00:09, 35.02it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 26%|██▌ | 121/469 [00:03<00:09, 35.01it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 26%|██▌ | 122/469 [00:03<00:09, 35.08it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 26%|██▌ | 122/469 [00:03<00:09, 35.08it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 26%|██▌ | 123/469 [00:03<00:09, 35.12it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 26%|██▌ | 123/469 [00:03<00:09, 35.11it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 26%|██▋ | 124/469 [00:03<00:09, 35.19it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 26%|██▋ | 124/469 [00:03<00:09, 35.18it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 27%|██▋ | 125/469 [00:03<00:09, 35.22it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 27%|██▋ | 125/469 [00:03<00:09, 35.22it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 27%|██▋ | 126/469 [00:03<00:09, 35.29it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 27%|██▋ | 126/469 [00:03<00:09, 35.29it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 27%|██▋ | 127/469 [00:03<00:09, 35.32it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 27%|██▋ | 127/469 [00:03<00:09, 35.32it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 27%|██▋ | 128/469 [00:03<00:09, 35.39it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 27%|██▋ | 128/469 [00:03<00:09, 35.38it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 28%|██▊ | 129/469 [00:03<00:09, 35.42it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 28%|██▊ | 129/469 [00:03<00:09, 35.41it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 28%|██▊ | 130/469 [00:03<00:09, 35.48it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 28%|██▊ | 130/469 [00:03<00:09, 35.48it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 28%|██▊ | 131/469 [00:03<00:09, 35.52it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 28%|██▊ | 131/469 [00:03<00:09, 35.51it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 28%|██▊ | 132/469 [00:03<00:09, 35.58it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 28%|██▊ | 132/469 [00:03<00:09, 35.57it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 28%|██▊ | 133/469 [00:03<00:09, 35.61it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 28%|██▊ | 133/469 [00:03<00:09, 35.61it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 29%|██▊ | 134/469 [00:03<00:09, 35.63it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 29%|██▊ | 134/469 [00:03<00:09, 35.63it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 29%|██▉ | 135/469 [00:03<00:09, 35.66it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 29%|██▉ | 135/469 [00:03<00:09, 35.65it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 29%|██▉ | 136/469 [00:03<00:09, 35.72it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 29%|██▉ | 136/469 [00:03<00:09, 35.71it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 29%|██▉ | 137/469 [00:03<00:09, 35.74it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 29%|██▉ | 137/469 [00:03<00:09, 35.74it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 29%|██▉ | 138/469 [00:03<00:09, 35.80it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 29%|██▉ | 138/469 [00:03<00:09, 35.80it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 30%|██▉ | 139/469 [00:03<00:09, 35.83it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 30%|██▉ | 139/469 [00:03<00:09, 35.83it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 30%|██▉ | 140/469 [00:03<00:09, 35.89it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 30%|██▉ | 140/469 [00:03<00:09, 35.89it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 30%|███ | 141/469 [00:03<00:09, 35.91it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 30%|███ | 141/469 [00:03<00:09, 35.91it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 30%|███ | 142/469 [00:03<00:09, 35.97it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 30%|███ | 142/469 [00:03<00:09, 35.97it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 30%|███ | 143/469 [00:03<00:09, 35.98it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 30%|███ | 143/469 [00:03<00:09, 35.98it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 31%|███ | 144/469 [00:03<00:09, 36.04it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 31%|███ | 144/469 [00:03<00:09, 36.04it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 31%|███ | 145/469 [00:04<00:08, 36.07it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 31%|███ | 145/469 [00:04<00:08, 36.06it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 31%|███ | 146/469 [00:04<00:08, 36.12it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 31%|███ | 146/469 [00:04<00:08, 36.12it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 31%|███▏ | 147/469 [00:04<00:08, 36.15it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 31%|███▏ | 147/469 [00:04<00:08, 36.14it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 32%|███▏ | 148/469 [00:04<00:08, 36.20it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 32%|███▏ | 148/469 [00:04<00:08, 36.19it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 32%|███▏ | 149/469 [00:04<00:08, 36.22it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 32%|███▏ | 149/469 [00:04<00:08, 36.22it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 32%|███▏ | 150/469 [00:04<00:08, 36.27it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 32%|███▏ | 150/469 [00:04<00:08, 36.27it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 32%|███▏ | 151/469 [00:04<00:08, 36.30it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 32%|███▏ | 151/469 [00:04<00:08, 36.29it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 32%|███▏ | 152/469 [00:04<00:08, 36.35it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 32%|███▏ | 152/469 [00:04<00:08, 36.34it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 33%|███▎ | 153/469 [00:04<00:08, 36.37it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 33%|███▎ | 153/469 [00:04<00:08, 36.36it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 33%|███▎ | 154/469 [00:04<00:08, 36.42it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 33%|███▎ | 154/469 [00:04<00:08, 36.42it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 33%|███▎ | 155/469 [00:04<00:08, 36.45it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 33%|███▎ | 155/469 [00:04<00:08, 36.44it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 33%|███▎ | 156/469 [00:04<00:08, 36.48it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 33%|███▎ | 156/469 [00:04<00:08, 36.48it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 33%|███▎ | 157/469 [00:04<00:08, 36.51it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 33%|███▎ | 157/469 [00:04<00:08, 36.50it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 34%|███▎ | 158/469 [00:04<00:08, 36.52it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 34%|███▎ | 158/469 [00:04<00:08, 36.52it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 34%|███▍ | 159/469 [00:04<00:08, 36.55it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 34%|███▍ | 159/469 [00:04<00:08, 36.54it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 34%|███▍ | 160/469 [00:04<00:08, 36.55it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 34%|███▍ | 160/469 [00:04<00:08, 36.55it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 34%|███▍ | 161/469 [00:04<00:08, 36.59it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 34%|███▍ | 161/469 [00:04<00:08, 36.59it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 35%|███▍ | 162/469 [00:04<00:08, 36.62it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 35%|███▍ | 162/469 [00:04<00:08, 36.61it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 35%|███▍ | 163/469 [00:04<00:08, 36.64it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 35%|███▍ | 163/469 [00:04<00:08, 36.64it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 35%|███▍ | 164/469 [00:04<00:08, 36.67it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 35%|███▍ | 164/469 [00:04<00:08, 36.66it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 35%|███▌ | 165/469 [00:04<00:08, 36.69it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 35%|███▌ | 165/469 [00:04<00:08, 36.69it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 35%|███▌ | 166/469 [00:04<00:08, 36.72it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 35%|███▌ | 166/469 [00:04<00:08, 36.72it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 36%|███▌ | 167/469 [00:04<00:08, 36.75it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 36%|███▌ | 167/469 [00:04<00:08, 36.74it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 36%|███▌ | 168/469 [00:04<00:08, 36.77it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 36%|███▌ | 168/469 [00:04<00:08, 36.77it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 36%|███▌ | 169/469 [00:04<00:08, 36.80it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 36%|███▌ | 169/469 [00:04<00:08, 36.79it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 36%|███▌ | 170/469 [00:04<00:08, 36.82it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 36%|███▌ | 170/469 [00:04<00:08, 36.82it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 36%|███▋ | 171/469 [00:04<00:08, 36.85it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 36%|███▋ | 171/469 [00:04<00:08, 36.85it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 37%|███▋ | 172/469 [00:04<00:08, 36.87it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 37%|███▋ | 172/469 [00:04<00:08, 36.87it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 37%|███▋ | 173/469 [00:04<00:08, 36.90it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 37%|███▋ | 173/469 [00:04<00:08, 36.90it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 37%|███▋ | 174/469 [00:04<00:07, 36.92it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 37%|███▋ | 174/469 [00:04<00:07, 36.92it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 37%|███▋ | 175/469 [00:04<00:07, 36.95it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 37%|███▋ | 175/469 [00:04<00:07, 36.94it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 38%|███▊ | 176/469 [00:04<00:07, 36.97it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 38%|███▊ | 176/469 [00:04<00:07, 36.97it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 38%|███▊ | 177/469 [00:04<00:07, 37.00it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 38%|███▊ | 177/469 [00:04<00:07, 36.99it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 38%|███▊ | 178/469 [00:04<00:07, 37.02it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 38%|███▊ | 178/469 [00:04<00:07, 37.02it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 38%|███▊ | 179/469 [00:04<00:07, 37.05it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 38%|███▊ | 179/469 [00:04<00:07, 37.04it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 38%|███▊ | 180/469 [00:04<00:07, 37.07it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 38%|███▊ | 180/469 [00:04<00:07, 37.07it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 39%|███▊ | 181/469 [00:04<00:07, 37.09it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 39%|███▊ | 181/469 [00:04<00:07, 37.09it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 39%|███▉ | 182/469 [00:04<00:07, 37.12it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 39%|███▉ | 182/469 [00:04<00:07, 37.11it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 39%|███▉ | 183/469 [00:04<00:07, 37.14it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 39%|███▉ | 183/469 [00:04<00:07, 37.13it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 39%|███▉ | 184/469 [00:04<00:07, 37.16it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 39%|███▉ | 184/469 [00:04<00:07, 37.15it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 39%|███▉ | 185/469 [00:04<00:07, 37.18it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 39%|███▉ | 185/469 [00:04<00:07, 37.17it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 40%|███▉ | 186/469 [00:04<00:07, 37.20it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 40%|███▉ | 186/469 [00:05<00:07, 37.20it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 40%|███▉ | 187/469 [00:05<00:07, 37.22it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 40%|███▉ | 187/469 [00:05<00:07, 37.22it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 40%|████ | 188/469 [00:05<00:07, 37.25it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 40%|████ | 188/469 [00:05<00:07, 37.24it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 40%|████ | 189/469 [00:05<00:07, 37.27it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 40%|████ | 189/469 [00:05<00:07, 37.26it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 41%|████ | 190/469 [00:05<00:07, 37.29it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 41%|████ | 190/469 [00:05<00:07, 37.28it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 41%|████ | 191/469 [00:05<00:07, 37.30it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 41%|████ | 191/469 [00:05<00:07, 37.30it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 41%|████ | 192/469 [00:05<00:07, 37.32it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 41%|████ | 192/469 [00:05<00:07, 37.32it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 41%|████ | 193/469 [00:05<00:07, 37.35it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 41%|████ | 193/469 [00:05<00:07, 37.34it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 41%|████▏ | 194/469 [00:05<00:07, 37.36it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 41%|████▏ | 194/469 [00:05<00:07, 37.36it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 42%|████▏ | 195/469 [00:05<00:07, 37.37it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 42%|████▏ | 195/469 [00:05<00:07, 37.36it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 42%|████▏ | 196/469 [00:05<00:07, 37.39it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 42%|████▏ | 196/469 [00:05<00:07, 37.38it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 42%|████▏ | 197/469 [00:05<00:07, 37.43it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 42%|████▏ | 197/469 [00:05<00:07, 37.43it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 42%|████▏ | 198/469 [00:05<00:07, 37.44it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 42%|████▏ | 198/469 [00:05<00:07, 37.44it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 42%|████▏ | 199/469 [00:05<00:07, 37.48it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 42%|████▏ | 199/469 [00:05<00:07, 37.48it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 43%|████▎ | 200/469 [00:05<00:07, 37.49it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 43%|████▎ | 200/469 [00:05<00:07, 37.48it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 43%|████▎ | 201/469 [00:05<00:07, 37.52it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 43%|████▎ | 201/469 [00:05<00:07, 37.52it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 43%|████▎ | 202/469 [00:05<00:07, 37.54it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 43%|████▎ | 202/469 [00:05<00:07, 37.53it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 43%|████▎ | 203/469 [00:05<00:07, 37.57it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 43%|████▎ | 203/469 [00:05<00:07, 37.56it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 43%|████▎ | 204/469 [00:05<00:07, 37.58it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 43%|████▎ | 204/469 [00:05<00:07, 37.58it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 44%|████▎ | 205/469 [00:05<00:07, 37.62it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 44%|████▎ | 205/469 [00:05<00:07, 37.62it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 44%|████▍ | 206/469 [00:05<00:06, 37.63it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 44%|████▍ | 206/469 [00:05<00:06, 37.62it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 44%|████▍ | 207/469 [00:05<00:06, 37.63it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 44%|████▍ | 207/469 [00:05<00:06, 37.63it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 44%|████▍ | 208/469 [00:05<00:06, 37.67it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 44%|████▍ | 208/469 [00:05<00:06, 37.66it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 45%|████▍ | 209/469 [00:05<00:06, 37.68it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 45%|████▍ | 209/469 [00:05<00:06, 37.67it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 45%|████▍ | 210/469 [00:05<00:06, 37.70it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 45%|████▍ | 210/469 [00:05<00:06, 37.70it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 45%|████▍ | 211/469 [00:05<00:06, 37.71it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 45%|████▍ | 211/469 [00:05<00:06, 37.71it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 45%|████▌ | 212/469 [00:05<00:06, 37.74it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 45%|████▌ | 212/469 [00:05<00:06, 37.74it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 45%|████▌ | 213/469 [00:05<00:06, 37.75it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 45%|████▌ | 213/469 [00:05<00:06, 37.75it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 46%|████▌ | 214/469 [00:05<00:06, 37.78it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 46%|████▌ | 214/469 [00:05<00:06, 37.78it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 46%|████▌ | 215/469 [00:05<00:06, 37.79it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 46%|████▌ | 215/469 [00:05<00:06, 37.79it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 46%|████▌ | 216/469 [00:05<00:06, 37.82it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 46%|████▌ | 216/469 [00:05<00:06, 37.82it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 46%|████▋ | 217/469 [00:05<00:06, 37.84it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 46%|████▋ | 217/469 [00:05<00:06, 37.83it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 46%|████▋ | 218/469 [00:05<00:06, 37.87it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 46%|████▋ | 218/469 [00:05<00:06, 37.87it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 47%|████▋ | 219/469 [00:05<00:06, 37.88it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 47%|████▋ | 219/469 [00:05<00:06, 37.88it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 47%|████▋ | 220/469 [00:05<00:06, 37.91it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 47%|████▋ | 220/469 [00:05<00:06, 37.91it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 47%|████▋ | 221/469 [00:05<00:06, 37.92it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 47%|████▋ | 221/469 [00:05<00:06, 37.92it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 47%|████▋ | 222/469 [00:05<00:06, 37.96it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 47%|████▋ | 222/469 [00:05<00:06, 37.95it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 48%|████▊ | 223/469 [00:05<00:06, 37.97it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 48%|████▊ | 223/469 [00:05<00:06, 37.97it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 48%|████▊ | 224/469 [00:05<00:06, 38.00it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 48%|████▊ | 224/469 [00:05<00:06, 38.00it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 48%|████▊ | 225/469 [00:05<00:06, 38.01it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 48%|████▊ | 225/469 [00:05<00:06, 38.00it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 48%|████▊ | 226/469 [00:05<00:06, 38.04it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 48%|████▊ | 226/469 [00:05<00:06, 38.03it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 48%|████▊ | 227/469 [00:05<00:06, 38.05it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 48%|████▊ | 227/469 [00:05<00:06, 38.04it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 49%|████▊ | 228/469 [00:05<00:06, 38.04it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 49%|████▊ | 228/469 [00:05<00:06, 38.04it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 49%|████▉ | 229/469 [00:06<00:06, 38.06it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 49%|████▉ | 229/469 [00:06<00:06, 38.06it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 49%|████▉ | 230/469 [00:06<00:06, 38.07it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 49%|████▉ | 230/469 [00:06<00:06, 38.07it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 49%|████▉ | 231/469 [00:06<00:06, 38.10it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 49%|████▉ | 231/469 [00:06<00:06, 38.10it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 49%|████▉ | 232/469 [00:06<00:06, 38.11it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 49%|████▉ | 232/469 [00:06<00:06, 38.10it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 50%|████▉ | 233/469 [00:06<00:06, 38.13it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 50%|████▉ | 233/469 [00:06<00:06, 38.13it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 50%|████▉ | 234/469 [00:06<00:06, 38.14it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 50%|████▉ | 234/469 [00:06<00:06, 38.13it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 50%|█████ | 235/469 [00:06<00:06, 38.16it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 50%|█████ | 235/469 [00:06<00:06, 38.16it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 50%|█████ | 236/469 [00:06<00:06, 38.17it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 50%|█████ | 236/469 [00:06<00:06, 38.17it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 51%|█████ | 237/469 [00:06<00:06, 38.20it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 51%|█████ | 237/469 [00:06<00:06, 38.20it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 51%|█████ | 238/469 [00:06<00:06, 38.21it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 51%|█████ | 238/469 [00:06<00:06, 38.20it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 51%|█████ | 239/469 [00:06<00:06, 38.23it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 51%|█████ | 239/469 [00:06<00:06, 38.23it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 51%|█████ | 240/469 [00:06<00:05, 38.24it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 51%|█████ | 240/469 [00:06<00:05, 38.24it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 51%|█████▏ | 241/469 [00:06<00:05, 38.27it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 51%|█████▏ | 241/469 [00:06<00:05, 38.27it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 52%|█████▏ | 242/469 [00:06<00:05, 38.28it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 52%|█████▏ | 242/469 [00:06<00:05, 38.28it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 52%|█████▏ | 243/469 [00:06<00:05, 38.31it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 52%|█████▏ | 243/469 [00:06<00:05, 38.30it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 52%|█████▏ | 244/469 [00:06<00:05, 38.31it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 52%|█████▏ | 244/469 [00:06<00:05, 38.31it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 52%|█████▏ | 245/469 [00:06<00:05, 38.34it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 52%|█████▏ | 245/469 [00:06<00:05, 38.34it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 52%|█████▏ | 246/469 [00:06<00:05, 38.34it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 52%|█████▏ | 246/469 [00:06<00:05, 38.33it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 53%|█████▎ | 247/469 [00:06<00:05, 38.36it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 53%|█████▎ | 247/469 [00:06<00:05, 38.36it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 53%|█████▎ | 248/469 [00:06<00:05, 38.37it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 53%|█████▎ | 248/469 [00:06<00:05, 38.37it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 53%|█████▎ | 249/469 [00:06<00:05, 38.39it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 53%|█████▎ | 249/469 [00:06<00:05, 38.39it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 53%|█████▎ | 250/469 [00:06<00:05, 38.40it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 53%|█████▎ | 250/469 [00:06<00:05, 38.40it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 54%|█████▎ | 251/469 [00:06<00:05, 38.43it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 54%|█████▎ | 251/469 [00:06<00:05, 38.43it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 54%|█████▎ | 252/469 [00:06<00:05, 38.44it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 54%|█████▎ | 252/469 [00:06<00:05, 38.43it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 54%|█████▍ | 253/469 [00:06<00:05, 38.46it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 54%|█████▍ | 253/469 [00:06<00:05, 38.46it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 54%|█████▍ | 254/469 [00:06<00:05, 38.47it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 54%|█████▍ | 254/469 [00:06<00:05, 38.46it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 54%|█████▍ | 255/469 [00:06<00:05, 38.49it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 54%|█████▍ | 255/469 [00:06<00:05, 38.49it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 55%|█████▍ | 256/469 [00:06<00:05, 38.49it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 55%|█████▍ | 256/469 [00:06<00:05, 38.49it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 55%|█████▍ | 257/469 [00:06<00:05, 38.52it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 55%|█████▍ | 257/469 [00:06<00:05, 38.51it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 55%|█████▌ | 258/469 [00:06<00:05, 38.52it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 55%|█████▌ | 258/469 [00:06<00:05, 38.52it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 55%|█████▌ | 259/469 [00:06<00:05, 38.53it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 55%|█████▌ | 259/469 [00:06<00:05, 38.53it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 55%|█████▌ | 260/469 [00:06<00:05, 38.54it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 55%|█████▌ | 260/469 [00:06<00:05, 38.54it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 56%|█████▌ | 261/469 [00:06<00:05, 38.55it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 56%|█████▌ | 261/469 [00:06<00:05, 38.55it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 56%|█████▌ | 262/469 [00:06<00:05, 38.56it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 56%|█████▌ | 262/469 [00:06<00:05, 38.56it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 56%|█████▌ | 263/469 [00:06<00:05, 38.57it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 56%|█████▌ | 263/469 [00:06<00:05, 38.57it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 56%|█████▋ | 264/469 [00:06<00:05, 38.58it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 56%|█████▋ | 264/469 [00:06<00:05, 38.58it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 57%|█████▋ | 265/469 [00:06<00:05, 38.60it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 57%|█████▋ | 265/469 [00:06<00:05, 38.59it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 57%|█████▋ | 266/469 [00:06<00:05, 38.61it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 57%|█████▋ | 266/469 [00:06<00:05, 38.60it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 57%|█████▋ | 267/469 [00:06<00:05, 38.62it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 57%|█████▋ | 267/469 [00:06<00:05, 38.62it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 57%|█████▋ | 268/469 [00:06<00:05, 38.63it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 57%|█████▋ | 268/469 [00:06<00:05, 38.63it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 57%|█████▋ | 269/469 [00:06<00:05, 38.64it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 57%|█████▋ | 269/469 [00:06<00:05, 38.64it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 58%|█████▊ | 270/469 [00:06<00:05, 38.65it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 58%|█████▊ | 270/469 [00:06<00:05, 38.65it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 58%|█████▊ | 271/469 [00:07<00:05, 38.66it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 58%|█████▊ | 271/469 [00:07<00:05, 38.66it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 58%|█████▊ | 272/469 [00:07<00:05, 38.67it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 58%|█████▊ | 272/469 [00:07<00:05, 38.67it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 58%|█████▊ | 273/469 [00:07<00:05, 38.68it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 58%|█████▊ | 273/469 [00:07<00:05, 38.68it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 58%|█████▊ | 274/469 [00:07<00:05, 38.69it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 58%|█████▊ | 274/469 [00:07<00:05, 38.69it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 59%|█████▊ | 275/469 [00:07<00:05, 38.70it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 59%|█████▊ | 275/469 [00:07<00:05, 38.70it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 59%|█████▉ | 276/469 [00:07<00:04, 38.71it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 59%|█████▉ | 276/469 [00:07<00:04, 38.70it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 59%|█████▉ | 277/469 [00:07<00:04, 38.72it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 59%|█████▉ | 277/469 [00:07<00:04, 38.71it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 59%|█████▉ | 278/469 [00:07<00:04, 38.73it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 59%|█████▉ | 278/469 [00:07<00:04, 38.73it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 59%|█████▉ | 279/469 [00:07<00:04, 38.74it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 59%|█████▉ | 279/469 [00:07<00:04, 38.74it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 60%|█████▉ | 280/469 [00:07<00:04, 38.75it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 60%|█████▉ | 280/469 [00:07<00:04, 38.75it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 60%|█████▉ | 281/469 [00:07<00:04, 38.76it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 60%|█████▉ | 281/469 [00:07<00:04, 38.75it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 60%|██████ | 282/469 [00:07<00:04, 38.77it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 60%|██████ | 282/469 [00:07<00:04, 38.76it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 60%|██████ | 283/469 [00:07<00:04, 38.77it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 60%|██████ | 283/469 [00:07<00:04, 38.77it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 61%|██████ | 284/469 [00:07<00:04, 38.78it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 61%|██████ | 284/469 [00:07<00:04, 38.78it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 61%|██████ | 285/469 [00:07<00:04, 38.79it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 61%|██████ | 285/469 [00:07<00:04, 38.79it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 61%|██████ | 286/469 [00:07<00:04, 38.80it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 61%|██████ | 286/469 [00:07<00:04, 38.79it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 61%|██████ | 287/469 [00:07<00:04, 38.81it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 61%|██████ | 287/469 [00:07<00:04, 38.80it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 61%|██████▏ | 288/469 [00:07<00:04, 38.82it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 61%|██████▏ | 288/469 [00:07<00:04, 38.81it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 62%|██████▏ | 289/469 [00:07<00:04, 38.82it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 62%|██████▏ | 289/469 [00:07<00:04, 38.82it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 62%|██████▏ | 290/469 [00:07<00:04, 38.83it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 62%|██████▏ | 290/469 [00:07<00:04, 38.83it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 62%|██████▏ | 291/469 [00:07<00:04, 38.84it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 62%|██████▏ | 291/469 [00:07<00:04, 38.84it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 62%|██████▏ | 292/469 [00:07<00:04, 38.85it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 62%|██████▏ | 292/469 [00:07<00:04, 38.85it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 62%|██████▏ | 293/469 [00:07<00:04, 38.86it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 62%|██████▏ | 293/469 [00:07<00:04, 38.86it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 63%|██████▎ | 294/469 [00:07<00:04, 38.87it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 63%|██████▎ | 294/469 [00:07<00:04, 38.87it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 63%|██████▎ | 295/469 [00:07<00:04, 38.88it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 63%|██████▎ | 295/469 [00:07<00:04, 38.88it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 63%|██████▎ | 296/469 [00:07<00:04, 38.89it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 63%|██████▎ | 296/469 [00:07<00:04, 38.89it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 63%|██████▎ | 297/469 [00:07<00:04, 38.90it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 63%|██████▎ | 297/469 [00:07<00:04, 38.90it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 64%|██████▎ | 298/469 [00:07<00:04, 38.91it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 64%|██████▎ | 298/469 [00:07<00:04, 38.90it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 64%|██████▍ | 299/469 [00:07<00:04, 38.92it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 64%|██████▍ | 299/469 [00:07<00:04, 38.91it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 64%|██████▍ | 300/469 [00:07<00:04, 38.92it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 64%|██████▍ | 300/469 [00:07<00:04, 38.92it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 64%|██████▍ | 301/469 [00:07<00:04, 38.93it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 64%|██████▍ | 301/469 [00:07<00:04, 38.93it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 64%|██████▍ | 302/469 [00:07<00:04, 38.94it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 64%|██████▍ | 302/469 [00:07<00:04, 38.94it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 65%|██████▍ | 303/469 [00:07<00:04, 38.95it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 65%|██████▍ | 303/469 [00:07<00:04, 38.95it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 65%|██████▍ | 304/469 [00:07<00:04, 38.96it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 65%|██████▍ | 304/469 [00:07<00:04, 38.96it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 65%|██████▌ | 305/469 [00:07<00:04, 38.97it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 65%|██████▌ | 305/469 [00:07<00:04, 38.97it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 65%|██████▌ | 306/469 [00:07<00:04, 38.98it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 65%|██████▌ | 306/469 [00:07<00:04, 38.97it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 65%|██████▌ | 307/469 [00:07<00:04, 38.98it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 65%|██████▌ | 307/469 [00:07<00:04, 38.98it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 66%|██████▌ | 308/469 [00:07<00:04, 38.99it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 66%|██████▌ | 308/469 [00:07<00:04, 38.99it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 66%|██████▌ | 309/469 [00:07<00:04, 39.00it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 66%|██████▌ | 309/469 [00:07<00:04, 39.00it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 66%|██████▌ | 310/469 [00:07<00:04, 39.01it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 66%|██████▌ | 310/469 [00:07<00:04, 39.01it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 66%|██████▋ | 311/469 [00:07<00:04, 39.02it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 66%|██████▋ | 311/469 [00:07<00:04, 39.01it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 67%|██████▋ | 312/469 [00:07<00:04, 39.03it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 67%|██████▋ | 312/469 [00:07<00:04, 39.02it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 67%|██████▋ | 313/469 [00:08<00:03, 39.03it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 67%|██████▋ | 313/469 [00:08<00:03, 39.03it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 67%|██████▋ | 314/469 [00:08<00:03, 39.04it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 67%|██████▋ | 314/469 [00:08<00:03, 39.04it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 67%|██████▋ | 315/469 [00:08<00:03, 39.05it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 67%|██████▋ | 315/469 [00:08<00:03, 39.05it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 67%|██████▋ | 316/469 [00:08<00:03, 39.06it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 67%|██████▋ | 316/469 [00:08<00:03, 39.06it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 68%|██████▊ | 317/469 [00:08<00:03, 39.07it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 68%|██████▊ | 317/469 [00:08<00:03, 39.06it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 68%|██████▊ | 318/469 [00:08<00:03, 39.07it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 68%|██████▊ | 318/469 [00:08<00:03, 39.07it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 68%|██████▊ | 319/469 [00:08<00:03, 39.08it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 68%|██████▊ | 319/469 [00:08<00:03, 39.08it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 68%|██████▊ | 320/469 [00:08<00:03, 39.09it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 68%|██████▊ | 320/469 [00:08<00:03, 39.09it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 68%|██████▊ | 321/469 [00:08<00:03, 39.10it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 68%|██████▊ | 321/469 [00:08<00:03, 39.10it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 69%|██████▊ | 322/469 [00:08<00:03, 39.11it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 69%|██████▊ | 322/469 [00:08<00:03, 39.10it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 69%|██████▉ | 323/469 [00:08<00:03, 39.11it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 69%|██████▉ | 323/469 [00:08<00:03, 39.11it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 69%|██████▉ | 324/469 [00:08<00:03, 39.12it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 69%|██████▉ | 324/469 [00:08<00:03, 39.12it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 69%|██████▉ | 325/469 [00:08<00:03, 39.13it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 69%|██████▉ | 325/469 [00:08<00:03, 39.13it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 70%|██████▉ | 326/469 [00:08<00:03, 39.14it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 70%|██████▉ | 326/469 [00:08<00:03, 39.14it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 70%|██████▉ | 327/469 [00:08<00:03, 39.14it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 70%|██████▉ | 327/469 [00:08<00:03, 39.14it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 70%|██████▉ | 328/469 [00:08<00:03, 39.15it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 70%|██████▉ | 328/469 [00:08<00:03, 39.15it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 70%|███████ | 329/469 [00:08<00:03, 39.16it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 70%|███████ | 329/469 [00:08<00:03, 39.16it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 70%|███████ | 330/469 [00:08<00:03, 39.17it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 70%|███████ | 330/469 [00:08<00:03, 39.17it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 71%|███████ | 331/469 [00:08<00:03, 39.17it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 71%|███████ | 331/469 [00:08<00:03, 39.17it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 71%|███████ | 332/469 [00:08<00:03, 39.18it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 71%|███████ | 332/469 [00:08<00:03, 39.18it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 71%|███████ | 333/469 [00:08<00:03, 39.19it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 71%|███████ | 333/469 [00:08<00:03, 39.19it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 71%|███████ | 334/469 [00:08<00:03, 39.20it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 71%|███████ | 334/469 [00:08<00:03, 39.19it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 71%|███████▏ | 335/469 [00:08<00:03, 39.20it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 71%|███████▏ | 335/469 [00:08<00:03, 39.20it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 72%|███████▏ | 336/469 [00:08<00:03, 39.21it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 72%|███████▏ | 336/469 [00:08<00:03, 39.21it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 72%|███████▏ | 337/469 [00:08<00:03, 39.22it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 72%|███████▏ | 337/469 [00:08<00:03, 39.22it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 72%|███████▏ | 338/469 [00:08<00:03, 39.23it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 72%|███████▏ | 338/469 [00:08<00:03, 39.22it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 72%|███████▏ | 339/469 [00:08<00:03, 39.23it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 72%|███████▏ | 339/469 [00:08<00:03, 39.23it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 72%|███████▏ | 340/469 [00:08<00:03, 39.24it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 72%|███████▏ | 340/469 [00:08<00:03, 39.24it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 73%|███████▎ | 341/469 [00:08<00:03, 39.25it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 73%|███████▎ | 341/469 [00:08<00:03, 39.25it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 73%|███████▎ | 342/469 [00:08<00:03, 39.26it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 73%|███████▎ | 342/469 [00:08<00:03, 39.25it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 73%|███████▎ | 343/469 [00:08<00:03, 39.26it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 73%|███████▎ | 343/469 [00:08<00:03, 39.26it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 73%|███████▎ | 344/469 [00:08<00:03, 39.27it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 73%|███████▎ | 344/469 [00:08<00:03, 39.27it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 74%|███████▎ | 345/469 [00:08<00:03, 39.28it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 74%|███████▎ | 345/469 [00:08<00:03, 39.28it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 74%|███████▍ | 346/469 [00:08<00:03, 39.28it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 74%|███████▍ | 346/469 [00:08<00:03, 39.28it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 74%|███████▍ | 347/469 [00:08<00:03, 39.29it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 74%|███████▍ | 347/469 [00:08<00:03, 39.29it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 74%|███████▍ | 348/469 [00:08<00:03, 39.30it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 74%|███████▍ | 348/469 [00:08<00:03, 39.30it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 74%|███████▍ | 349/469 [00:08<00:03, 39.31it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 74%|███████▍ | 349/469 [00:08<00:03, 39.31it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 75%|███████▍ | 350/469 [00:08<00:03, 39.31it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 75%|███████▍ | 350/469 [00:08<00:03, 39.31it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 75%|███████▍ | 351/469 [00:08<00:03, 39.32it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 75%|███████▍ | 351/469 [00:08<00:03, 39.32it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 75%|███████▌ | 352/469 [00:08<00:02, 39.33it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 75%|███████▌ | 352/469 [00:08<00:02, 39.33it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 75%|███████▌ | 353/469 [00:08<00:02, 39.33it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 75%|███████▌ | 353/469 [00:08<00:02, 39.33it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 75%|███████▌ | 354/469 [00:08<00:02, 39.34it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 75%|███████▌ | 354/469 [00:08<00:02, 39.34it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 76%|███████▌ | 355/469 [00:09<00:02, 39.34it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 76%|███████▌ | 355/469 [00:09<00:02, 39.34it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 76%|███████▌ | 356/469 [00:09<00:02, 39.34it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 76%|███████▌ | 356/469 [00:09<00:02, 39.34it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 76%|███████▌ | 357/469 [00:09<00:02, 39.36it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 76%|███████▌ | 357/469 [00:09<00:02, 39.36it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 76%|███████▋ | 358/469 [00:09<00:02, 39.36it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 76%|███████▋ | 358/469 [00:09<00:02, 39.36it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 77%|███████▋ | 359/469 [00:09<00:02, 39.35it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 77%|███████▋ | 359/469 [00:09<00:02, 39.35it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 77%|███████▋ | 360/469 [00:09<00:02, 39.37it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 77%|███████▋ | 360/469 [00:09<00:02, 39.36it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 77%|███████▋ | 361/469 [00:09<00:02, 39.37it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 77%|███████▋ | 361/469 [00:09<00:02, 39.37it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 77%|███████▋ | 362/469 [00:09<00:02, 39.39it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 77%|███████▋ | 362/469 [00:09<00:02, 39.38it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 77%|███████▋ | 363/469 [00:09<00:02, 39.39it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 77%|███████▋ | 363/469 [00:09<00:02, 39.39it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 78%|███████▊ | 364/469 [00:09<00:02, 39.39it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 78%|███████▊ | 364/469 [00:09<00:02, 39.39it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 78%|███████▊ | 365/469 [00:09<00:02, 39.40it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 78%|███████▊ | 365/469 [00:09<00:02, 39.39it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 78%|███████▊ | 366/469 [00:09<00:02, 39.40it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 78%|███████▊ | 366/469 [00:09<00:02, 39.40it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 78%|███████▊ | 367/469 [00:09<00:02, 39.41it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 78%|███████▊ | 367/469 [00:09<00:02, 39.41it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 78%|███████▊ | 368/469 [00:09<00:02, 39.41it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 78%|███████▊ | 368/469 [00:09<00:02, 39.41it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 79%|███████▊ | 369/469 [00:09<00:02, 39.42it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 79%|███████▊ | 369/469 [00:09<00:02, 39.42it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 79%|███████▉ | 370/469 [00:09<00:02, 39.43it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 79%|███████▉ | 370/469 [00:09<00:02, 39.42it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 79%|███████▉ | 371/469 [00:09<00:02, 39.43it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 79%|███████▉ | 371/469 [00:09<00:02, 39.43it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 79%|███████▉ | 372/469 [00:09<00:02, 39.44it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 79%|███████▉ | 372/469 [00:09<00:02, 39.44it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 80%|███████▉ | 373/469 [00:09<00:02, 39.44it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 80%|███████▉ | 373/469 [00:09<00:02, 39.44it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 80%|███████▉ | 374/469 [00:09<00:02, 39.45it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 80%|███████▉ | 374/469 [00:09<00:02, 39.45it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 80%|███████▉ | 375/469 [00:09<00:02, 39.46it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 80%|███████▉ | 375/469 [00:09<00:02, 39.45it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 80%|████████ | 376/469 [00:09<00:02, 39.46it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 80%|████████ | 376/469 [00:09<00:02, 39.46it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 80%|████████ | 377/469 [00:09<00:02, 39.47it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 80%|████████ | 377/469 [00:09<00:02, 39.47it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 81%|████████ | 378/469 [00:09<00:02, 39.48it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 81%|████████ | 378/469 [00:09<00:02, 39.47it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 81%|████████ | 379/469 [00:09<00:02, 39.48it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 81%|████████ | 379/469 [00:09<00:02, 39.48it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 81%|████████ | 380/469 [00:09<00:02, 39.48it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 81%|████████ | 380/469 [00:09<00:02, 39.48it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 81%|████████ | 381/469 [00:09<00:02, 39.49it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 81%|████████ | 381/469 [00:09<00:02, 39.49it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 81%|████████▏ | 382/469 [00:09<00:02, 39.50it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 81%|████████▏ | 382/469 [00:09<00:02, 39.49it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 82%|████████▏ | 383/469 [00:09<00:02, 39.50it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 82%|████████▏ | 383/469 [00:09<00:02, 39.50it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 82%|████████▏ | 384/469 [00:09<00:02, 39.50it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 82%|████████▏ | 384/469 [00:09<00:02, 39.50it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 82%|████████▏ | 385/469 [00:09<00:02, 39.51it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 82%|████████▏ | 385/469 [00:09<00:02, 39.51it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 82%|████████▏ | 386/469 [00:09<00:02, 39.52it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 82%|████████▏ | 386/469 [00:09<00:02, 39.51it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 83%|████████▎ | 387/469 [00:09<00:02, 39.52it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 83%|████████▎ | 387/469 [00:09<00:02, 39.52it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 83%|████████▎ | 388/469 [00:09<00:02, 39.53it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 83%|████████▎ | 388/469 [00:09<00:02, 39.52it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 83%|████████▎ | 389/469 [00:09<00:02, 39.53it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 83%|████████▎ | 389/469 [00:09<00:02, 39.53it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 83%|████████▎ | 390/469 [00:09<00:01, 39.54it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 83%|████████▎ | 390/469 [00:09<00:01, 39.54it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 83%|████████▎ | 391/469 [00:09<00:01, 39.54it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 83%|████████▎ | 391/469 [00:09<00:01, 39.54it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 84%|████████▎ | 392/469 [00:09<00:01, 39.55it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 84%|████████▎ | 392/469 [00:09<00:01, 39.55it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 84%|████████▍ | 393/469 [00:09<00:01, 39.56it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 84%|████████▍ | 393/469 [00:09<00:01, 39.55it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 84%|████████▍ | 394/469 [00:09<00:01, 39.56it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 84%|████████▍ | 394/469 [00:09<00:01, 39.56it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 84%|████████▍ | 395/469 [00:09<00:01, 39.56it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 84%|████████▍ | 395/469 [00:09<00:01, 39.56it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 84%|████████▍ | 396/469 [00:10<00:01, 39.57it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 84%|████████▍ | 396/469 [00:10<00:01, 39.57it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 85%|████████▍ | 397/469 [00:10<00:01, 39.58it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 85%|████████▍ | 397/469 [00:10<00:01, 39.57it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 85%|████████▍ | 398/469 [00:10<00:01, 39.58it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 85%|████████▍ | 398/469 [00:10<00:01, 39.58it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 85%|████████▌ | 399/469 [00:10<00:01, 39.59it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 85%|████████▌ | 399/469 [00:10<00:01, 39.59it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 85%|████████▌ | 400/469 [00:10<00:01, 39.59it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 85%|████████▌ | 400/469 [00:10<00:01, 39.59it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 86%|████████▌ | 401/469 [00:10<00:01, 39.60it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 86%|████████▌ | 401/469 [00:10<00:01, 39.60it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 86%|████████▌ | 402/469 [00:10<00:01, 39.60it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 86%|████████▌ | 402/469 [00:10<00:01, 39.60it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 86%|████████▌ | 403/469 [00:10<00:01, 39.61it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 86%|████████▌ | 403/469 [00:10<00:01, 39.61it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 86%|████████▌ | 404/469 [00:10<00:01, 39.61it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 86%|████████▌ | 404/469 [00:10<00:01, 39.61it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 86%|████████▋ | 405/469 [00:10<00:01, 39.62it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 86%|████████▋ | 405/469 [00:10<00:01, 39.62it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 87%|████████▋ | 406/469 [00:10<00:01, 39.62it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 87%|████████▋ | 406/469 [00:10<00:01, 39.62it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 87%|████████▋ | 407/469 [00:10<00:01, 39.62it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 87%|████████▋ | 407/469 [00:10<00:01, 39.61it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 87%|████████▋ | 408/469 [00:10<00:01, 39.63it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 87%|████████▋ | 408/469 [00:10<00:01, 39.63it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 87%|████████▋ | 409/469 [00:10<00:01, 39.64it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 87%|████████▋ | 409/469 [00:10<00:01, 39.63it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 87%|████████▋ | 410/469 [00:10<00:01, 39.65it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 87%|████████▋ | 410/469 [00:10<00:01, 39.65it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 88%|████████▊ | 411/469 [00:10<00:01, 39.65it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 88%|████████▊ | 411/469 [00:10<00:01, 39.65it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 88%|████████▊ | 412/469 [00:10<00:01, 39.66it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 88%|████████▊ | 412/469 [00:10<00:01, 39.66it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 88%|████████▊ | 413/469 [00:10<00:01, 39.67it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 88%|████████▊ | 413/469 [00:10<00:01, 39.66it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 88%|████████▊ | 414/469 [00:10<00:01, 39.68it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 88%|████████▊ | 414/469 [00:10<00:01, 39.68it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 88%|████████▊ | 415/469 [00:10<00:01, 39.68it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 88%|████████▊ | 415/469 [00:10<00:01, 39.68it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 89%|████████▊ | 416/469 [00:10<00:01, 39.69it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 89%|████████▊ | 416/469 [00:10<00:01, 39.69it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 89%|████████▉ | 417/469 [00:10<00:01, 39.69it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 89%|████████▉ | 417/469 [00:10<00:01, 39.69it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 89%|████████▉ | 418/469 [00:10<00:01, 39.71it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 89%|████████▉ | 418/469 [00:10<00:01, 39.71it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 89%|████████▉ | 419/469 [00:10<00:01, 39.71it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 89%|████████▉ | 419/469 [00:10<00:01, 39.71it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 90%|████████▉ | 420/469 [00:10<00:01, 39.72it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 90%|████████▉ | 420/469 [00:10<00:01, 39.72it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 90%|████████▉ | 421/469 [00:10<00:01, 39.72it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 90%|████████▉ | 421/469 [00:10<00:01, 39.72it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 90%|████████▉ | 422/469 [00:10<00:01, 39.73it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 90%|████████▉ | 422/469 [00:10<00:01, 39.73it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 90%|█████████ | 423/469 [00:10<00:01, 39.73it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 90%|█████████ | 423/469 [00:10<00:01, 39.73it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 90%|█████████ | 424/469 [00:10<00:01, 39.75it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 90%|█████████ | 424/469 [00:10<00:01, 39.74it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 91%|█████████ | 425/469 [00:10<00:01, 39.74it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 91%|█████████ | 425/469 [00:10<00:01, 39.74it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 91%|█████████ | 426/469 [00:10<00:01, 39.76it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 91%|█████████ | 426/469 [00:10<00:01, 39.76it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 91%|█████████ | 427/469 [00:10<00:01, 39.76it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 91%|█████████ | 427/469 [00:10<00:01, 39.76it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 91%|█████████▏| 428/469 [00:10<00:01, 39.77it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 91%|█████████▏| 428/469 [00:10<00:01, 39.77it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 91%|█████████▏| 429/469 [00:10<00:01, 39.77it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 91%|█████████▏| 429/469 [00:10<00:01, 39.77it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 92%|█████████▏| 430/469 [00:10<00:00, 39.79it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 92%|█████████▏| 430/469 [00:10<00:00, 39.78it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 92%|█████████▏| 431/469 [00:10<00:00, 39.79it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 92%|█████████▏| 431/469 [00:10<00:00, 39.79it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 92%|█████████▏| 432/469 [00:10<00:00, 39.80it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 92%|█████████▏| 432/469 [00:10<00:00, 39.80it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 92%|█████████▏| 433/469 [00:10<00:00, 39.80it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 92%|█████████▏| 433/469 [00:10<00:00, 39.80it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 93%|█████████▎| 434/469 [00:10<00:00, 39.81it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 93%|█████████▎| 434/469 [00:10<00:00, 39.81it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 93%|█████████▎| 435/469 [00:10<00:00, 39.81it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 93%|█████████▎| 435/469 [00:10<00:00, 39.81it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 93%|█████████▎| 436/469 [00:10<00:00, 39.83it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 93%|█████████▎| 436/469 [00:10<00:00, 39.83it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 93%|█████████▎| 437/469 [00:10<00:00, 39.83it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 93%|█████████▎| 437/469 [00:10<00:00, 39.83it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 93%|█████████▎| 438/469 [00:10<00:00, 39.84it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 93%|█████████▎| 438/469 [00:10<00:00, 39.84it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 94%|█████████▎| 439/469 [00:11<00:00, 39.84it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 94%|█████████▎| 439/469 [00:11<00:00, 39.84it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 94%|█████████▍| 440/469 [00:11<00:00, 39.86it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 94%|█████████▍| 440/469 [00:11<00:00, 39.85it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 94%|█████████▍| 441/469 [00:11<00:00, 39.86it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 94%|█████████▍| 441/469 [00:11<00:00, 39.85it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 94%|█████████▍| 442/469 [00:11<00:00, 39.87it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 94%|█████████▍| 442/469 [00:11<00:00, 39.87it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 94%|█████████▍| 443/469 [00:11<00:00, 39.87it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 94%|█████████▍| 443/469 [00:11<00:00, 39.87it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 95%|█████████▍| 444/469 [00:11<00:00, 39.88it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 95%|█████████▍| 444/469 [00:11<00:00, 39.88it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 95%|█████████▍| 445/469 [00:11<00:00, 39.88it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 95%|█████████▍| 445/469 [00:11<00:00, 39.88it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 95%|█████████▌| 446/469 [00:11<00:00, 39.89it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 95%|█████████▌| 446/469 [00:11<00:00, 39.89it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 95%|█████████▌| 447/469 [00:11<00:00, 39.89it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 95%|█████████▌| 447/469 [00:11<00:00, 39.89it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 96%|█████████▌| 448/469 [00:11<00:00, 39.91it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 96%|█████████▌| 448/469 [00:11<00:00, 39.91it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 96%|█████████▌| 449/469 [00:11<00:00, 39.90it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 96%|█████████▌| 449/469 [00:11<00:00, 39.90it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 96%|█████████▌| 450/469 [00:11<00:00, 39.93it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 96%|█████████▌| 450/469 [00:11<00:00, 39.93it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 96%|█████████▌| 451/469 [00:11<00:00, 39.96it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 96%|█████████▌| 451/469 [00:11<00:00, 39.96it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 96%|█████████▋| 452/469 [00:11<00:00, 40.00it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 96%|█████████▋| 452/469 [00:11<00:00, 39.99it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 97%|█████████▋| 453/469 [00:11<00:00, 40.03it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 97%|█████████▋| 453/469 [00:11<00:00, 40.03it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 97%|█████████▋| 454/469 [00:11<00:00, 40.06it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 97%|█████████▋| 454/469 [00:11<00:00, 40.06it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 97%|█████████▋| 455/469 [00:11<00:00, 40.09it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 97%|█████████▋| 455/469 [00:11<00:00, 40.09it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 97%|█████████▋| 456/469 [00:11<00:00, 40.12it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 97%|█████████▋| 456/469 [00:11<00:00, 40.12it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 97%|█████████▋| 457/469 [00:11<00:00, 40.15it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 97%|█████████▋| 457/469 [00:11<00:00, 40.15it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 98%|█████████▊| 458/469 [00:11<00:00, 40.19it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 98%|█████████▊| 458/469 [00:11<00:00, 40.18it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 98%|█████████▊| 459/469 [00:11<00:00, 40.22it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 98%|█████████▊| 459/469 [00:11<00:00, 40.22it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 98%|█████████▊| 460/469 [00:11<00:00, 40.25it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 98%|█████████▊| 460/469 [00:11<00:00, 40.25it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 98%|█████████▊| 461/469 [00:11<00:00, 40.28it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 98%|█████████▊| 461/469 [00:11<00:00, 40.28it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 99%|█████████▊| 462/469 [00:11<00:00, 40.31it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 99%|█████████▊| 462/469 [00:11<00:00, 40.31it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 99%|█████████▊| 463/469 [00:11<00:00, 40.34it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 99%|█████████▊| 463/469 [00:11<00:00, 40.34it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 99%|█████████▉| 464/469 [00:11<00:00, 40.37it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 99%|█████████▉| 464/469 [00:11<00:00, 40.37it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 99%|█████████▉| 465/469 [00:11<00:00, 40.41it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 99%|█████████▉| 465/469 [00:11<00:00, 40.40it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 99%|█████████▉| 466/469 [00:11<00:00, 40.44it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 99%|█████████▉| 466/469 [00:11<00:00, 40.44it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 100%|█████████▉| 467/469 [00:11<00:00, 40.47it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 100%|█████████▉| 467/469 [00:11<00:00, 40.47it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 100%|█████████▉| 468/469 [00:11<00:00, 40.50it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 100%|█████████▉| 468/469 [00:11<00:00, 40.50it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 100%|██████████| 469/469 [00:11<00:00, 40.51it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 100%|██████████| 469/469 [00:11<00:00, 40.51it/s, v_num=8, acc1/train=0.979, f1/train=0.979, precision/train=0.979, recall/train=0.979, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
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Validation DataLoader 0: 9%|▉ | 7/79 [00:00<00:01, 66.93it/s]
Validation DataLoader 0: 10%|█ | 8/79 [00:00<00:01, 68.97it/s]
Validation DataLoader 0: 11%|█▏ | 9/79 [00:00<00:00, 71.95it/s]
Validation DataLoader 0: 13%|█▎ | 10/79 [00:00<00:00, 73.40it/s]
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Epoch 5: 100%|██████████| 469/469 [00:13<00:00, 35.84it/s, v_num=8, acc1/train=0.979, f1/train=0.979, precision/train=0.979, recall/train=0.979, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 5: 100%|██████████| 469/469 [00:13<00:00, 35.84it/s, v_num=8, acc1/train=0.979, f1/train=0.979, precision/train=0.979, recall/train=0.979, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 5: 0%| | 0/469 [00:00<?, ?it/s, v_num=8, acc1/train=0.979, f1/train=0.979, precision/train=0.979, recall/train=0.979, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 0%| | 0/469 [00:00<?, ?it/s, v_num=8, acc1/train=0.979, f1/train=0.979, precision/train=0.979, recall/train=0.979, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 0%| | 1/469 [00:00<04:49, 1.61it/s, v_num=8, acc1/train=0.979, f1/train=0.979, precision/train=0.979, recall/train=0.979, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 0%| | 1/469 [00:00<04:50, 1.61it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 0%| | 2/469 [00:00<02:29, 3.12it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 0%| | 2/469 [00:00<02:29, 3.11it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 1%| | 3/469 [00:00<01:43, 4.51it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 1%| | 3/469 [00:00<01:43, 4.51it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 1%| | 4/469 [00:00<01:20, 5.80it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 1%| | 4/469 [00:00<01:20, 5.80it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 1%| | 5/469 [00:00<01:06, 6.97it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 1%| | 5/469 [00:00<01:06, 6.97it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 1%|▏ | 6/469 [00:00<00:56, 8.13it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 1%|▏ | 6/469 [00:00<00:56, 8.12it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 1%|▏ | 7/469 [00:00<00:50, 9.20it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 1%|▏ | 7/469 [00:00<00:50, 9.19it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 2%|▏ | 8/469 [00:00<00:45, 10.20it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 2%|▏ | 8/469 [00:00<00:45, 10.19it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 2%|▏ | 9/469 [00:00<00:41, 11.15it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 2%|▏ | 9/469 [00:00<00:41, 11.14it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 2%|▏ | 10/469 [00:00<00:38, 12.01it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 2%|▏ | 10/469 [00:00<00:38, 11.99it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 2%|▏ | 11/469 [00:00<00:35, 12.80it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 2%|▏ | 11/469 [00:00<00:35, 12.79it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 3%|▎ | 12/469 [00:00<00:33, 13.59it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 3%|▎ | 12/469 [00:00<00:33, 13.58it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 3%|▎ | 13/469 [00:00<00:31, 14.38it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 3%|▎ | 13/469 [00:00<00:31, 14.38it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 3%|▎ | 14/469 [00:00<00:30, 15.15it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 3%|▎ | 14/469 [00:00<00:30, 15.14it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 3%|▎ | 15/469 [00:00<00:28, 15.82it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 3%|▎ | 15/469 [00:00<00:28, 15.81it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 3%|▎ | 16/469 [00:00<00:27, 16.45it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 3%|▎ | 16/469 [00:00<00:27, 16.44it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 4%|▎ | 17/469 [00:01<00:26, 17.00it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 4%|▎ | 17/469 [00:01<00:26, 16.99it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 4%|▍ | 18/469 [00:01<00:25, 17.64it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 4%|▍ | 18/469 [00:01<00:25, 17.63it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 4%|▍ | 19/469 [00:01<00:24, 18.19it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 4%|▍ | 19/469 [00:01<00:24, 18.18it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 4%|▍ | 20/469 [00:01<00:23, 18.78it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 4%|▍ | 20/469 [00:01<00:23, 18.76it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 4%|▍ | 21/469 [00:01<00:23, 19.23it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 4%|▍ | 21/469 [00:01<00:23, 19.22it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 5%|▍ | 22/469 [00:01<00:22, 19.76it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 5%|▍ | 22/469 [00:01<00:22, 19.75it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 5%|▍ | 23/469 [00:01<00:22, 20.26it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 5%|▍ | 23/469 [00:01<00:22, 20.25it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 5%|▌ | 24/469 [00:01<00:21, 20.69it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 5%|▌ | 24/469 [00:01<00:21, 20.67it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 5%|▌ | 25/469 [00:01<00:20, 21.14it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 5%|▌ | 25/469 [00:01<00:21, 21.14it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 6%|▌ | 26/469 [00:01<00:20, 21.59it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 6%|▌ | 26/469 [00:01<00:20, 21.59it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 6%|▌ | 27/469 [00:01<00:20, 21.97it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 6%|▌ | 27/469 [00:01<00:20, 21.95it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 6%|▌ | 28/469 [00:01<00:19, 22.33it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 6%|▌ | 28/469 [00:01<00:19, 22.32it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 6%|▌ | 29/469 [00:01<00:19, 22.68it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 6%|▌ | 29/469 [00:01<00:19, 22.67it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 6%|▋ | 30/469 [00:01<00:19, 23.03it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 6%|▋ | 30/469 [00:01<00:19, 23.02it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 7%|▋ | 31/469 [00:01<00:18, 23.36it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 7%|▋ | 31/469 [00:01<00:18, 23.35it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 7%|▋ | 32/469 [00:01<00:18, 23.69it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 7%|▋ | 32/469 [00:01<00:18, 23.68it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 7%|▋ | 33/469 [00:01<00:18, 24.00it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 7%|▋ | 33/469 [00:01<00:18, 23.99it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 7%|▋ | 34/469 [00:01<00:17, 24.31it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 7%|▋ | 34/469 [00:01<00:17, 24.30it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 7%|▋ | 35/469 [00:01<00:17, 24.60it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 7%|▋ | 35/469 [00:01<00:17, 24.60it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 8%|▊ | 36/469 [00:01<00:17, 24.87it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 8%|▊ | 36/469 [00:01<00:17, 24.86it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 8%|▊ | 37/469 [00:01<00:17, 25.16it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 8%|▊ | 37/469 [00:01<00:17, 25.16it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 8%|▊ | 38/469 [00:01<00:16, 25.42it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 8%|▊ | 38/469 [00:01<00:16, 25.41it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 8%|▊ | 39/469 [00:01<00:16, 25.71it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 8%|▊ | 39/469 [00:01<00:16, 25.70it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 9%|▊ | 40/469 [00:01<00:16, 25.95it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 9%|▊ | 40/469 [00:01<00:16, 25.94it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 9%|▊ | 41/469 [00:01<00:16, 26.22it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 9%|▊ | 41/469 [00:01<00:16, 26.22it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 9%|▉ | 42/469 [00:01<00:16, 26.45it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 9%|▉ | 42/469 [00:01<00:16, 26.44it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 9%|▉ | 43/469 [00:01<00:15, 26.70it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 9%|▉ | 43/469 [00:01<00:15, 26.70it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 9%|▉ | 44/469 [00:01<00:15, 26.91it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 9%|▉ | 44/469 [00:01<00:15, 26.90it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 10%|▉ | 45/469 [00:01<00:15, 27.16it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 10%|▉ | 45/469 [00:01<00:15, 27.15it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 10%|▉ | 46/469 [00:01<00:15, 27.35it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 10%|▉ | 46/469 [00:01<00:15, 27.34it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 10%|█ | 47/469 [00:01<00:15, 27.59it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 10%|█ | 47/469 [00:01<00:15, 27.59it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 10%|█ | 48/469 [00:01<00:15, 27.77it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 10%|█ | 48/469 [00:01<00:15, 27.76it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 10%|█ | 49/469 [00:01<00:14, 28.00it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 10%|█ | 49/469 [00:01<00:15, 27.99it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 11%|█ | 50/469 [00:01<00:14, 28.18it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 11%|█ | 50/469 [00:01<00:14, 28.17it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 11%|█ | 51/469 [00:01<00:14, 28.39it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 11%|█ | 51/469 [00:01<00:14, 28.38it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 11%|█ | 52/469 [00:01<00:14, 28.54it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 11%|█ | 52/469 [00:01<00:14, 28.52it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 11%|█▏ | 53/469 [00:01<00:14, 28.69it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 11%|█▏ | 53/469 [00:01<00:14, 28.67it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 12%|█▏ | 54/469 [00:01<00:14, 28.84it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 12%|█▏ | 54/469 [00:01<00:14, 28.83it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 12%|█▏ | 55/469 [00:01<00:14, 29.00it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 12%|█▏ | 55/469 [00:01<00:14, 29.00it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 12%|█▏ | 56/469 [00:01<00:14, 29.17it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 12%|█▏ | 56/469 [00:01<00:14, 29.16it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 12%|█▏ | 57/469 [00:01<00:14, 29.31it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 12%|█▏ | 57/469 [00:01<00:14, 29.31it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 12%|█▏ | 58/469 [00:01<00:13, 29.45it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 12%|█▏ | 58/469 [00:01<00:13, 29.44it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 13%|█▎ | 59/469 [00:01<00:13, 29.59it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 13%|█▎ | 59/469 [00:01<00:13, 29.58it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 13%|█▎ | 60/469 [00:02<00:13, 29.78it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 13%|█▎ | 60/469 [00:02<00:13, 29.77it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 13%|█▎ | 61/469 [00:02<00:13, 29.91it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 13%|█▎ | 61/469 [00:02<00:13, 29.89it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 13%|█▎ | 62/469 [00:02<00:13, 30.07it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 13%|█▎ | 62/469 [00:02<00:13, 30.06it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 13%|█▎ | 63/469 [00:02<00:13, 30.19it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 13%|█▎ | 63/469 [00:02<00:13, 30.19it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 14%|█▎ | 64/469 [00:02<00:13, 30.32it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 14%|█▎ | 64/469 [00:02<00:13, 30.31it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 14%|█▍ | 65/469 [00:02<00:13, 30.43it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 14%|█▍ | 65/469 [00:02<00:13, 30.43it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 14%|█▍ | 66/469 [00:02<00:13, 30.55it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 14%|█▍ | 66/469 [00:02<00:13, 30.54it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 14%|█▍ | 67/469 [00:02<00:13, 30.67it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 14%|█▍ | 67/469 [00:02<00:13, 30.66it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 14%|█▍ | 68/469 [00:02<00:13, 30.78it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 14%|█▍ | 68/469 [00:02<00:13, 30.78it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 15%|█▍ | 69/469 [00:02<00:12, 30.90it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 15%|█▍ | 69/469 [00:02<00:12, 30.89it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 15%|█▍ | 70/469 [00:02<00:12, 31.01it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 15%|█▍ | 70/469 [00:02<00:12, 31.00it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 15%|█▌ | 71/469 [00:02<00:12, 31.11it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 15%|█▌ | 71/469 [00:02<00:12, 31.10it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 15%|█▌ | 72/469 [00:02<00:12, 31.24it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 15%|█▌ | 72/469 [00:02<00:12, 31.24it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 16%|█▌ | 73/469 [00:02<00:12, 31.35it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 16%|█▌ | 73/469 [00:02<00:12, 31.34it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 16%|█▌ | 74/469 [00:02<00:12, 31.45it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 16%|█▌ | 74/469 [00:02<00:12, 31.44it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 16%|█▌ | 75/469 [00:02<00:12, 31.55it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 16%|█▌ | 75/469 [00:02<00:12, 31.54it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 16%|█▌ | 76/469 [00:02<00:12, 31.65it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 16%|█▌ | 76/469 [00:02<00:12, 31.64it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 16%|█▋ | 77/469 [00:02<00:12, 31.74it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 16%|█▋ | 77/469 [00:02<00:12, 31.74it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 17%|█▋ | 78/469 [00:02<00:12, 31.84it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 17%|█▋ | 78/469 [00:02<00:12, 31.83it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 17%|█▋ | 79/469 [00:02<00:12, 31.93it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 17%|█▋ | 79/469 [00:02<00:12, 31.93it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 17%|█▋ | 80/469 [00:02<00:12, 32.02it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 17%|█▋ | 80/469 [00:02<00:12, 32.02it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 17%|█▋ | 81/469 [00:02<00:12, 32.12it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 17%|█▋ | 81/469 [00:02<00:12, 32.11it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 17%|█▋ | 82/469 [00:02<00:12, 32.21it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 17%|█▋ | 82/469 [00:02<00:12, 32.20it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 18%|█▊ | 83/469 [00:02<00:11, 32.29it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 18%|█▊ | 83/469 [00:02<00:11, 32.29it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 18%|█▊ | 84/469 [00:02<00:11, 32.38it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 18%|█▊ | 84/469 [00:02<00:11, 32.38it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 18%|█▊ | 85/469 [00:02<00:11, 32.47it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 18%|█▊ | 85/469 [00:02<00:11, 32.46it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 18%|█▊ | 86/469 [00:02<00:11, 32.55it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 18%|█▊ | 86/469 [00:02<00:11, 32.55it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 19%|█▊ | 87/469 [00:02<00:11, 32.63it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 19%|█▊ | 87/469 [00:02<00:11, 32.62it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 19%|█▉ | 88/469 [00:02<00:11, 32.71it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 19%|█▉ | 88/469 [00:02<00:11, 32.70it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 19%|█▉ | 89/469 [00:02<00:11, 32.79it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 19%|█▉ | 89/469 [00:02<00:11, 32.78it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 19%|█▉ | 90/469 [00:02<00:11, 32.86it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 19%|█▉ | 90/469 [00:02<00:11, 32.86it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 19%|█▉ | 91/469 [00:02<00:11, 32.94it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 19%|█▉ | 91/469 [00:02<00:11, 32.93it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 20%|█▉ | 92/469 [00:02<00:11, 33.01it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 20%|█▉ | 92/469 [00:02<00:11, 33.01it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 20%|█▉ | 93/469 [00:02<00:11, 33.09it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 20%|█▉ | 93/469 [00:02<00:11, 33.08it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 20%|██ | 94/469 [00:02<00:11, 33.16it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 20%|██ | 94/469 [00:02<00:11, 33.15it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 20%|██ | 95/469 [00:02<00:11, 33.23it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 20%|██ | 95/469 [00:02<00:11, 33.22it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 20%|██ | 96/469 [00:02<00:11, 33.30it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 20%|██ | 96/469 [00:02<00:11, 33.30it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 21%|██ | 97/469 [00:02<00:11, 33.37it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 21%|██ | 97/469 [00:02<00:11, 33.37it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 21%|██ | 98/469 [00:02<00:11, 33.44it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 21%|██ | 98/469 [00:02<00:11, 33.43it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 21%|██ | 99/469 [00:02<00:11, 33.51it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 21%|██ | 99/469 [00:02<00:11, 33.50it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 21%|██▏ | 100/469 [00:02<00:10, 33.58it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 21%|██▏ | 100/469 [00:02<00:10, 33.57it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 22%|██▏ | 101/469 [00:03<00:10, 33.64it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 22%|██▏ | 101/469 [00:03<00:10, 33.64it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 22%|██▏ | 102/469 [00:03<00:10, 33.71it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 22%|██▏ | 102/469 [00:03<00:10, 33.70it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 22%|██▏ | 103/469 [00:03<00:10, 33.77it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 22%|██▏ | 103/469 [00:03<00:10, 33.77it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 22%|██▏ | 104/469 [00:03<00:10, 33.83it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 22%|██▏ | 104/469 [00:03<00:10, 33.83it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 22%|██▏ | 105/469 [00:03<00:10, 33.90it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 22%|██▏ | 105/469 [00:03<00:10, 33.89it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 23%|██▎ | 106/469 [00:03<00:10, 33.96it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 23%|██▎ | 106/469 [00:03<00:10, 33.95it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 23%|██▎ | 107/469 [00:03<00:10, 34.02it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 23%|██▎ | 107/469 [00:03<00:10, 34.01it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 23%|██▎ | 108/469 [00:03<00:10, 34.07it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 23%|██▎ | 108/469 [00:03<00:10, 34.07it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 23%|██▎ | 109/469 [00:03<00:10, 34.13it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 23%|██▎ | 109/469 [00:03<00:10, 34.12it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 23%|██▎ | 110/469 [00:03<00:10, 34.18it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 23%|██▎ | 110/469 [00:03<00:10, 34.18it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 24%|██▎ | 111/469 [00:03<00:10, 34.24it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 24%|██▎ | 111/469 [00:03<00:10, 34.23it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 24%|██▍ | 112/469 [00:03<00:10, 34.29it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 24%|██▍ | 112/469 [00:03<00:10, 34.29it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 24%|██▍ | 113/469 [00:03<00:10, 34.35it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 24%|██▍ | 113/469 [00:03<00:10, 34.34it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 24%|██▍ | 114/469 [00:03<00:10, 34.40it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 24%|██▍ | 114/469 [00:03<00:10, 34.40it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 25%|██▍ | 115/469 [00:03<00:10, 34.45it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 25%|██▍ | 115/469 [00:03<00:10, 34.45it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 25%|██▍ | 116/469 [00:03<00:10, 34.50it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 25%|██▍ | 116/469 [00:03<00:10, 34.50it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 25%|██▍ | 117/469 [00:03<00:10, 34.55it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 25%|██▍ | 117/469 [00:03<00:10, 34.55it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 25%|██▌ | 118/469 [00:03<00:10, 34.61it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 25%|██▌ | 118/469 [00:03<00:10, 34.60it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 25%|██▌ | 119/469 [00:03<00:10, 34.66it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 25%|██▌ | 119/469 [00:03<00:10, 34.65it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 26%|██▌ | 120/469 [00:03<00:10, 34.71it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 26%|██▌ | 120/469 [00:03<00:10, 34.70it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 26%|██▌ | 121/469 [00:03<00:10, 34.75it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 26%|██▌ | 121/469 [00:03<00:10, 34.75it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 26%|██▌ | 122/469 [00:03<00:09, 34.79it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 26%|██▌ | 122/469 [00:03<00:09, 34.79it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 26%|██▌ | 123/469 [00:03<00:09, 34.84it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 26%|██▌ | 123/469 [00:03<00:09, 34.84it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 26%|██▋ | 124/469 [00:03<00:09, 34.89it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 26%|██▋ | 124/469 [00:03<00:09, 34.89it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 27%|██▋ | 125/469 [00:03<00:09, 34.94it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 27%|██▋ | 125/469 [00:03<00:09, 34.93it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 27%|██▋ | 126/469 [00:03<00:09, 34.98it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 27%|██▋ | 126/469 [00:03<00:09, 34.98it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 27%|██▋ | 127/469 [00:03<00:09, 35.03it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 27%|██▋ | 127/469 [00:03<00:09, 35.02it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 27%|██▋ | 128/469 [00:03<00:09, 35.07it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 27%|██▋ | 128/469 [00:03<00:09, 35.07it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 28%|██▊ | 129/469 [00:03<00:09, 35.11it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 28%|██▊ | 129/469 [00:03<00:09, 35.11it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 28%|██▊ | 130/469 [00:03<00:09, 35.16it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 28%|██▊ | 130/469 [00:03<00:09, 35.15it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 28%|██▊ | 131/469 [00:03<00:09, 35.20it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 28%|██▊ | 131/469 [00:03<00:09, 35.20it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 28%|██▊ | 132/469 [00:03<00:09, 35.24it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 28%|██▊ | 132/469 [00:03<00:09, 35.24it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 28%|██▊ | 133/469 [00:03<00:09, 35.29it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 28%|██▊ | 133/469 [00:03<00:09, 35.28it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 29%|██▊ | 134/469 [00:03<00:09, 35.33it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 29%|██▊ | 134/469 [00:03<00:09, 35.32it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 29%|██▉ | 135/469 [00:03<00:09, 35.37it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 29%|██▉ | 135/469 [00:03<00:09, 35.36it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 29%|██▉ | 136/469 [00:03<00:09, 35.41it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 29%|██▉ | 136/469 [00:03<00:09, 35.40it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 29%|██▉ | 137/469 [00:03<00:09, 35.44it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 29%|██▉ | 137/469 [00:03<00:09, 35.43it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 29%|██▉ | 138/469 [00:03<00:09, 35.48it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 29%|██▉ | 138/469 [00:03<00:09, 35.47it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 30%|██▉ | 139/469 [00:03<00:09, 35.52it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 30%|██▉ | 139/469 [00:03<00:09, 35.51it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 30%|██▉ | 140/469 [00:03<00:09, 35.56it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 30%|██▉ | 140/469 [00:03<00:09, 35.55it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 30%|███ | 141/469 [00:03<00:09, 35.59it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 30%|███ | 141/469 [00:03<00:09, 35.59it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 30%|███ | 142/469 [00:03<00:09, 35.63it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 30%|███ | 142/469 [00:03<00:09, 35.62it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 30%|███ | 143/469 [00:04<00:09, 35.66it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 30%|███ | 143/469 [00:04<00:09, 35.66it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 31%|███ | 144/469 [00:04<00:09, 35.70it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 31%|███ | 144/469 [00:04<00:09, 35.70it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 31%|███ | 145/469 [00:04<00:09, 35.74it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 31%|███ | 145/469 [00:04<00:09, 35.73it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 31%|███ | 146/469 [00:04<00:09, 35.77it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 31%|███ | 146/469 [00:04<00:09, 35.77it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 31%|███▏ | 147/469 [00:04<00:08, 35.81it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 31%|███▏ | 147/469 [00:04<00:08, 35.80it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 32%|███▏ | 148/469 [00:04<00:08, 35.84it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 32%|███▏ | 148/469 [00:04<00:08, 35.84it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 32%|███▏ | 149/469 [00:04<00:08, 35.88it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 32%|███▏ | 149/469 [00:04<00:08, 35.87it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 32%|███▏ | 150/469 [00:04<00:08, 35.91it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 32%|███▏ | 150/469 [00:04<00:08, 35.90it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 32%|███▏ | 151/469 [00:04<00:08, 35.94it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 32%|███▏ | 151/469 [00:04<00:08, 35.94it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 32%|███▏ | 152/469 [00:04<00:08, 35.94it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 32%|███▏ | 152/469 [00:04<00:08, 35.94it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 33%|███▎ | 153/469 [00:04<00:08, 35.97it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 33%|███▎ | 153/469 [00:04<00:08, 35.97it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 33%|███▎ | 154/469 [00:04<00:08, 36.01it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 33%|███▎ | 154/469 [00:04<00:08, 36.00it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 33%|███▎ | 155/469 [00:04<00:08, 36.04it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 33%|███▎ | 155/469 [00:04<00:08, 36.03it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 33%|███▎ | 156/469 [00:04<00:08, 36.07it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 33%|███▎ | 156/469 [00:04<00:08, 36.07it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 33%|███▎ | 157/469 [00:04<00:08, 36.10it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 33%|███▎ | 157/469 [00:04<00:08, 36.10it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 34%|███▎ | 158/469 [00:04<00:08, 36.13it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 34%|███▎ | 158/469 [00:04<00:08, 36.12it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 34%|███▍ | 159/469 [00:04<00:08, 36.16it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 34%|███▍ | 159/469 [00:04<00:08, 36.15it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 34%|███▍ | 160/469 [00:04<00:08, 36.19it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 34%|███▍ | 160/469 [00:04<00:08, 36.18it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 34%|███▍ | 161/469 [00:04<00:08, 36.22it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 34%|███▍ | 161/469 [00:04<00:08, 36.21it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 35%|███▍ | 162/469 [00:04<00:08, 36.25it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 35%|███▍ | 162/469 [00:04<00:08, 36.24it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 35%|███▍ | 163/469 [00:04<00:08, 36.28it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 35%|███▍ | 163/469 [00:04<00:08, 36.27it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 35%|███▍ | 164/469 [00:04<00:08, 36.31it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 35%|███▍ | 164/469 [00:04<00:08, 36.30it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 35%|███▌ | 165/469 [00:04<00:08, 36.33it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 35%|███▌ | 165/469 [00:04<00:08, 36.33it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 35%|███▌ | 166/469 [00:04<00:08, 36.36it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 35%|███▌ | 166/469 [00:04<00:08, 36.36it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 36%|███▌ | 167/469 [00:04<00:08, 36.39it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 36%|███▌ | 167/469 [00:04<00:08, 36.39it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 36%|███▌ | 168/469 [00:04<00:08, 36.42it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 36%|███▌ | 168/469 [00:04<00:08, 36.42it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 36%|███▌ | 169/469 [00:04<00:08, 36.45it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 36%|███▌ | 169/469 [00:04<00:08, 36.45it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 36%|███▌ | 170/469 [00:04<00:08, 36.48it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 36%|███▌ | 170/469 [00:04<00:08, 36.48it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 36%|███▋ | 171/469 [00:04<00:08, 36.51it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 36%|███▋ | 171/469 [00:04<00:08, 36.51it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 37%|███▋ | 172/469 [00:04<00:08, 36.55it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 37%|███▋ | 172/469 [00:04<00:08, 36.54it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 37%|███▋ | 173/469 [00:04<00:08, 36.58it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 37%|███▋ | 173/469 [00:04<00:08, 36.57it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 37%|███▋ | 174/469 [00:04<00:08, 36.61it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 37%|███▋ | 174/469 [00:04<00:08, 36.60it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 37%|███▋ | 175/469 [00:04<00:08, 36.63it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 37%|███▋ | 175/469 [00:04<00:08, 36.63it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 38%|███▊ | 176/469 [00:04<00:07, 36.66it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 38%|███▊ | 176/469 [00:04<00:07, 36.65it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 38%|███▊ | 177/469 [00:04<00:07, 36.68it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 38%|███▊ | 177/469 [00:04<00:07, 36.68it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 38%|███▊ | 178/469 [00:04<00:07, 36.70it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 38%|███▊ | 178/469 [00:04<00:07, 36.70it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 38%|███▊ | 179/469 [00:04<00:07, 36.73it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 38%|███▊ | 179/469 [00:04<00:07, 36.72it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 38%|███▊ | 180/469 [00:04<00:07, 36.75it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 38%|███▊ | 180/469 [00:04<00:07, 36.75it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 39%|███▊ | 181/469 [00:04<00:07, 36.78it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 39%|███▊ | 181/469 [00:04<00:07, 36.77it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 39%|███▉ | 182/469 [00:04<00:07, 36.80it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 39%|███▉ | 182/469 [00:04<00:07, 36.80it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 39%|███▉ | 183/469 [00:04<00:07, 36.83it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 39%|███▉ | 183/469 [00:04<00:07, 36.82it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 39%|███▉ | 184/469 [00:04<00:07, 36.85it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 39%|███▉ | 184/469 [00:04<00:07, 36.85it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 39%|███▉ | 185/469 [00:05<00:07, 36.87it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 39%|███▉ | 185/469 [00:05<00:07, 36.87it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 40%|███▉ | 186/469 [00:05<00:07, 36.90it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 40%|███▉ | 186/469 [00:05<00:07, 36.89it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 40%|███▉ | 187/469 [00:05<00:07, 36.91it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 40%|███▉ | 187/469 [00:05<00:07, 36.91it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 40%|████ | 188/469 [00:05<00:07, 36.94it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 40%|████ | 188/469 [00:05<00:07, 36.93it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 40%|████ | 189/469 [00:05<00:07, 36.96it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 40%|████ | 189/469 [00:05<00:07, 36.96it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 41%|████ | 190/469 [00:05<00:07, 36.98it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 41%|████ | 190/469 [00:05<00:07, 36.98it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 41%|████ | 191/469 [00:05<00:07, 37.01it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 41%|████ | 191/469 [00:05<00:07, 37.00it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 41%|████ | 192/469 [00:05<00:07, 37.03it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 41%|████ | 192/469 [00:05<00:07, 37.03it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 41%|████ | 193/469 [00:05<00:07, 37.05it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 41%|████ | 193/469 [00:05<00:07, 37.05it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 41%|████▏ | 194/469 [00:05<00:07, 37.07it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 41%|████▏ | 194/469 [00:05<00:07, 37.07it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 42%|████▏ | 195/469 [00:05<00:07, 37.09it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 42%|████▏ | 195/469 [00:05<00:07, 37.09it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 42%|████▏ | 196/469 [00:05<00:07, 37.11it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 42%|████▏ | 196/469 [00:05<00:07, 37.11it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 42%|████▏ | 197/469 [00:05<00:07, 37.13it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 42%|████▏ | 197/469 [00:05<00:07, 37.13it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 42%|████▏ | 198/469 [00:05<00:07, 37.15it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 42%|████▏ | 198/469 [00:05<00:07, 37.15it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 42%|████▏ | 199/469 [00:05<00:07, 37.18it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 42%|████▏ | 199/469 [00:05<00:07, 37.17it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 43%|████▎ | 200/469 [00:05<00:07, 37.19it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 43%|████▎ | 200/469 [00:05<00:07, 37.19it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 43%|████▎ | 201/469 [00:05<00:07, 37.21it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 43%|████▎ | 201/469 [00:05<00:07, 37.21it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 43%|████▎ | 202/469 [00:05<00:07, 37.23it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 43%|████▎ | 202/469 [00:05<00:07, 37.23it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 43%|████▎ | 203/469 [00:05<00:07, 37.26it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 43%|████▎ | 203/469 [00:05<00:07, 37.25it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 43%|████▎ | 204/469 [00:05<00:07, 37.28it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 43%|████▎ | 204/469 [00:05<00:07, 37.27it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 44%|████▎ | 205/469 [00:05<00:07, 37.29it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 44%|████▎ | 205/469 [00:05<00:07, 37.29it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 44%|████▍ | 206/469 [00:05<00:07, 37.31it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 44%|████▍ | 206/469 [00:05<00:07, 37.31it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 44%|████▍ | 207/469 [00:05<00:07, 37.33it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 44%|████▍ | 207/469 [00:05<00:07, 37.33it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 44%|████▍ | 208/469 [00:05<00:06, 37.35it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 44%|████▍ | 208/469 [00:05<00:06, 37.35it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 45%|████▍ | 209/469 [00:05<00:06, 37.37it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 45%|████▍ | 209/469 [00:05<00:06, 37.37it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 45%|████▍ | 210/469 [00:05<00:06, 37.39it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 45%|████▍ | 210/469 [00:05<00:06, 37.39it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 45%|████▍ | 211/469 [00:05<00:06, 37.41it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 45%|████▍ | 211/469 [00:05<00:06, 37.41it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 45%|████▌ | 212/469 [00:05<00:06, 37.43it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 45%|████▌ | 212/469 [00:05<00:06, 37.42it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 45%|████▌ | 213/469 [00:05<00:06, 37.45it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 45%|████▌ | 213/469 [00:05<00:06, 37.44it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 46%|████▌ | 214/469 [00:05<00:06, 37.47it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 46%|████▌ | 214/469 [00:05<00:06, 37.46it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 46%|████▌ | 215/469 [00:05<00:06, 37.48it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 46%|████▌ | 215/469 [00:05<00:06, 37.48it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 46%|████▌ | 216/469 [00:05<00:06, 37.50it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 46%|████▌ | 216/469 [00:05<00:06, 37.50it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 46%|████▋ | 217/469 [00:05<00:06, 37.52it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 46%|████▋ | 217/469 [00:05<00:06, 37.52it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 46%|████▋ | 218/469 [00:05<00:06, 37.54it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 46%|████▋ | 218/469 [00:05<00:06, 37.53it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 47%|████▋ | 219/469 [00:05<00:06, 37.56it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 47%|████▋ | 219/469 [00:05<00:06, 37.55it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 47%|████▋ | 220/469 [00:05<00:06, 37.57it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 47%|████▋ | 220/469 [00:05<00:06, 37.57it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 47%|████▋ | 221/469 [00:05<00:06, 37.59it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 47%|████▋ | 221/469 [00:05<00:06, 37.59it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 47%|████▋ | 222/469 [00:05<00:06, 37.61it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 47%|████▋ | 222/469 [00:05<00:06, 37.60it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 48%|████▊ | 223/469 [00:05<00:06, 37.62it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 48%|████▊ | 223/469 [00:05<00:06, 37.62it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 48%|████▊ | 224/469 [00:05<00:06, 37.64it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 48%|████▊ | 224/469 [00:05<00:06, 37.64it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 48%|████▊ | 225/469 [00:05<00:06, 37.66it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 48%|████▊ | 225/469 [00:05<00:06, 37.65it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 48%|████▊ | 226/469 [00:05<00:06, 37.67it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 48%|████▊ | 226/469 [00:05<00:06, 37.67it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 48%|████▊ | 227/469 [00:06<00:06, 37.69it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 48%|████▊ | 227/469 [00:06<00:06, 37.69it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 49%|████▊ | 228/469 [00:06<00:06, 37.70it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 49%|████▊ | 228/469 [00:06<00:06, 37.70it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 49%|████▉ | 229/469 [00:06<00:06, 37.72it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 49%|████▉ | 229/469 [00:06<00:06, 37.72it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 49%|████▉ | 230/469 [00:06<00:06, 37.74it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 49%|████▉ | 230/469 [00:06<00:06, 37.73it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 49%|████▉ | 231/469 [00:06<00:06, 37.75it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 49%|████▉ | 231/469 [00:06<00:06, 37.75it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 49%|████▉ | 232/469 [00:06<00:06, 37.76it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 49%|████▉ | 232/469 [00:06<00:06, 37.76it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 50%|████▉ | 233/469 [00:06<00:06, 37.78it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 50%|████▉ | 233/469 [00:06<00:06, 37.78it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 50%|████▉ | 234/469 [00:06<00:06, 37.79it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 50%|████▉ | 234/469 [00:06<00:06, 37.79it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 50%|█████ | 235/469 [00:06<00:06, 37.81it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 50%|█████ | 235/469 [00:06<00:06, 37.81it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 50%|█████ | 236/469 [00:06<00:06, 37.83it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 50%|█████ | 236/469 [00:06<00:06, 37.82it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 51%|█████ | 237/469 [00:06<00:06, 37.84it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 51%|█████ | 237/469 [00:06<00:06, 37.83it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 51%|█████ | 238/469 [00:06<00:06, 37.85it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 51%|█████ | 238/469 [00:06<00:06, 37.85it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 51%|█████ | 239/469 [00:06<00:06, 37.87it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 51%|█████ | 239/469 [00:06<00:06, 37.87it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 51%|█████ | 240/469 [00:06<00:06, 37.88it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 51%|█████ | 240/469 [00:06<00:06, 37.88it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 51%|█████▏ | 241/469 [00:06<00:06, 37.90it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 51%|█████▏ | 241/469 [00:06<00:06, 37.90it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 52%|█████▏ | 242/469 [00:06<00:05, 37.91it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 52%|█████▏ | 242/469 [00:06<00:05, 37.91it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 52%|█████▏ | 243/469 [00:06<00:05, 37.93it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 52%|█████▏ | 243/469 [00:06<00:05, 37.92it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 52%|█████▏ | 244/469 [00:06<00:05, 37.94it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 52%|█████▏ | 244/469 [00:06<00:05, 37.94it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 52%|█████▏ | 245/469 [00:06<00:05, 37.95it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 52%|█████▏ | 245/469 [00:06<00:05, 37.95it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 52%|█████▏ | 246/469 [00:06<00:05, 37.96it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 52%|█████▏ | 246/469 [00:06<00:05, 37.96it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 53%|█████▎ | 247/469 [00:06<00:05, 37.97it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 53%|█████▎ | 247/469 [00:06<00:05, 37.97it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 53%|█████▎ | 248/469 [00:06<00:05, 37.99it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 53%|█████▎ | 248/469 [00:06<00:05, 37.99it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 53%|█████▎ | 249/469 [00:06<00:05, 38.00it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 53%|█████▎ | 249/469 [00:06<00:05, 38.00it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 53%|█████▎ | 250/469 [00:06<00:05, 38.02it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 53%|█████▎ | 250/469 [00:06<00:05, 38.01it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 54%|█████▎ | 251/469 [00:06<00:05, 38.03it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 54%|█████▎ | 251/469 [00:06<00:05, 38.03it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 54%|█████▎ | 252/469 [00:06<00:05, 38.04it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 54%|█████▎ | 252/469 [00:06<00:05, 38.04it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 54%|█████▍ | 253/469 [00:06<00:05, 38.06it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 54%|█████▍ | 253/469 [00:06<00:05, 38.06it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 54%|█████▍ | 254/469 [00:06<00:05, 38.07it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 54%|█████▍ | 254/469 [00:06<00:05, 38.07it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 54%|█████▍ | 255/469 [00:06<00:05, 38.08it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 54%|█████▍ | 255/469 [00:06<00:05, 38.08it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 55%|█████▍ | 256/469 [00:06<00:05, 38.10it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 55%|█████▍ | 256/469 [00:06<00:05, 38.10it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 55%|█████▍ | 257/469 [00:06<00:05, 38.11it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 55%|█████▍ | 257/469 [00:06<00:05, 38.11it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 55%|█████▌ | 258/469 [00:06<00:05, 38.12it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 55%|█████▌ | 258/469 [00:06<00:05, 38.12it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 55%|█████▌ | 259/469 [00:06<00:05, 38.14it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 55%|█████▌ | 259/469 [00:06<00:05, 38.13it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 55%|█████▌ | 260/469 [00:06<00:05, 38.15it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 55%|█████▌ | 260/469 [00:06<00:05, 38.15it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 56%|█████▌ | 261/469 [00:06<00:05, 38.17it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 56%|█████▌ | 261/469 [00:06<00:05, 38.16it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 56%|█████▌ | 262/469 [00:06<00:05, 38.18it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 56%|█████▌ | 262/469 [00:06<00:05, 38.18it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 56%|█████▌ | 263/469 [00:06<00:05, 38.19it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 56%|█████▌ | 263/469 [00:06<00:05, 38.19it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 56%|█████▋ | 264/469 [00:06<00:05, 38.21it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 56%|█████▋ | 264/469 [00:06<00:05, 38.20it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 57%|█████▋ | 265/469 [00:06<00:05, 38.22it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 57%|█████▋ | 265/469 [00:06<00:05, 38.22it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 57%|█████▋ | 266/469 [00:06<00:05, 38.23it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 57%|█████▋ | 266/469 [00:06<00:05, 38.23it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 57%|█████▋ | 267/469 [00:06<00:05, 38.24it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 57%|█████▋ | 267/469 [00:06<00:05, 38.24it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 57%|█████▋ | 268/469 [00:07<00:05, 38.25it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 57%|█████▋ | 268/469 [00:07<00:05, 38.25it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 57%|█████▋ | 269/469 [00:07<00:05, 38.27it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 57%|█████▋ | 269/469 [00:07<00:05, 38.26it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 58%|█████▊ | 270/469 [00:07<00:05, 38.28it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 58%|█████▊ | 270/469 [00:07<00:05, 38.28it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 58%|█████▊ | 271/469 [00:07<00:05, 38.29it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 58%|█████▊ | 271/469 [00:07<00:05, 38.29it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 58%|█████▊ | 272/469 [00:07<00:05, 38.30it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 58%|█████▊ | 272/469 [00:07<00:05, 38.30it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 58%|█████▊ | 273/469 [00:07<00:05, 38.32it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 58%|█████▊ | 273/469 [00:07<00:05, 38.31it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 58%|█████▊ | 274/469 [00:07<00:05, 38.33it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 58%|█████▊ | 274/469 [00:07<00:05, 38.32it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 59%|█████▊ | 275/469 [00:07<00:05, 38.34it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 59%|█████▊ | 275/469 [00:07<00:05, 38.33it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 59%|█████▉ | 276/469 [00:07<00:05, 38.35it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 59%|█████▉ | 276/469 [00:07<00:05, 38.34it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 59%|█████▉ | 277/469 [00:07<00:05, 38.36it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 59%|█████▉ | 277/469 [00:07<00:05, 38.36it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 59%|█████▉ | 278/469 [00:07<00:04, 38.37it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 59%|█████▉ | 278/469 [00:07<00:04, 38.37it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 59%|█████▉ | 279/469 [00:07<00:04, 38.38it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 59%|█████▉ | 279/469 [00:07<00:04, 38.38it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 60%|█████▉ | 280/469 [00:07<00:04, 38.39it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 60%|█████▉ | 280/469 [00:07<00:04, 38.39it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 60%|█████▉ | 281/469 [00:07<00:04, 38.40it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 60%|█████▉ | 281/469 [00:07<00:04, 38.40it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 60%|██████ | 282/469 [00:07<00:04, 38.42it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 60%|██████ | 282/469 [00:07<00:04, 38.41it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 60%|██████ | 283/469 [00:07<00:04, 38.43it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 60%|██████ | 283/469 [00:07<00:04, 38.42it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 61%|██████ | 284/469 [00:07<00:04, 38.44it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 61%|██████ | 284/469 [00:07<00:04, 38.43it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 61%|██████ | 285/469 [00:07<00:04, 38.45it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 61%|██████ | 285/469 [00:07<00:04, 38.45it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 61%|██████ | 286/469 [00:07<00:04, 38.46it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 61%|██████ | 286/469 [00:07<00:04, 38.46it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 61%|██████ | 287/469 [00:07<00:04, 38.47it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 61%|██████ | 287/469 [00:07<00:04, 38.46it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 61%|██████▏ | 288/469 [00:07<00:04, 38.48it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 61%|██████▏ | 288/469 [00:07<00:04, 38.47it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 62%|██████▏ | 289/469 [00:07<00:04, 38.49it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 62%|██████▏ | 289/469 [00:07<00:04, 38.48it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 62%|██████▏ | 290/469 [00:07<00:04, 38.50it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 62%|██████▏ | 290/469 [00:07<00:04, 38.50it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 62%|██████▏ | 291/469 [00:07<00:04, 38.50it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 62%|██████▏ | 291/469 [00:07<00:04, 38.50it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 62%|██████▏ | 292/469 [00:07<00:04, 38.53it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 62%|██████▏ | 292/469 [00:07<00:04, 38.52it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 62%|██████▏ | 293/469 [00:07<00:04, 38.53it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 62%|██████▏ | 293/469 [00:07<00:04, 38.53it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 63%|██████▎ | 294/469 [00:07<00:04, 38.53it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 63%|██████▎ | 294/469 [00:07<00:04, 38.53it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 63%|██████▎ | 295/469 [00:07<00:04, 38.56it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 63%|██████▎ | 295/469 [00:07<00:04, 38.55it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 63%|██████▎ | 296/469 [00:07<00:04, 38.56it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 63%|██████▎ | 296/469 [00:07<00:04, 38.55it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 63%|██████▎ | 297/469 [00:07<00:04, 38.58it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 63%|██████▎ | 297/469 [00:07<00:04, 38.57it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 64%|██████▎ | 298/469 [00:07<00:04, 38.58it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 64%|██████▎ | 298/469 [00:07<00:04, 38.58it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 64%|██████▍ | 299/469 [00:07<00:04, 38.58it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 64%|██████▍ | 299/469 [00:07<00:04, 38.58it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 64%|██████▍ | 300/469 [00:07<00:04, 38.60it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 64%|██████▍ | 300/469 [00:07<00:04, 38.60it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 64%|██████▍ | 301/469 [00:07<00:04, 38.61it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 64%|██████▍ | 301/469 [00:07<00:04, 38.61it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 64%|██████▍ | 302/469 [00:07<00:04, 38.62it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 64%|██████▍ | 302/469 [00:07<00:04, 38.62it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 65%|██████▍ | 303/469 [00:07<00:04, 38.63it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 65%|██████▍ | 303/469 [00:07<00:04, 38.62it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 65%|██████▍ | 304/469 [00:07<00:04, 38.63it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 65%|██████▍ | 304/469 [00:07<00:04, 38.63it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 65%|██████▌ | 305/469 [00:07<00:04, 38.64it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 65%|██████▌ | 305/469 [00:07<00:04, 38.64it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 65%|██████▌ | 306/469 [00:07<00:04, 38.65it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 65%|██████▌ | 306/469 [00:07<00:04, 38.65it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 65%|██████▌ | 307/469 [00:07<00:04, 38.66it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 65%|██████▌ | 307/469 [00:07<00:04, 38.66it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 66%|██████▌ | 308/469 [00:07<00:04, 38.67it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 66%|██████▌ | 308/469 [00:07<00:04, 38.67it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 66%|██████▌ | 309/469 [00:07<00:04, 38.68it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 66%|██████▌ | 309/469 [00:07<00:04, 38.68it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 66%|██████▌ | 310/469 [00:08<00:04, 38.69it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 66%|██████▌ | 310/469 [00:08<00:04, 38.69it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 66%|██████▋ | 311/469 [00:08<00:04, 38.70it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 66%|██████▋ | 311/469 [00:08<00:04, 38.70it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 67%|██████▋ | 312/469 [00:08<00:04, 38.71it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 67%|██████▋ | 312/469 [00:08<00:04, 38.71it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 67%|██████▋ | 313/469 [00:08<00:04, 38.72it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 67%|██████▋ | 313/469 [00:08<00:04, 38.72it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 67%|██████▋ | 314/469 [00:08<00:04, 38.73it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 67%|██████▋ | 314/469 [00:08<00:04, 38.73it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 67%|██████▋ | 315/469 [00:08<00:03, 38.74it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 67%|██████▋ | 315/469 [00:08<00:03, 38.74it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 67%|██████▋ | 316/469 [00:08<00:03, 38.75it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 67%|██████▋ | 316/469 [00:08<00:03, 38.75it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 68%|██████▊ | 317/469 [00:08<00:03, 38.76it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 68%|██████▊ | 317/469 [00:08<00:03, 38.76it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 68%|██████▊ | 318/469 [00:08<00:03, 38.77it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 68%|██████▊ | 318/469 [00:08<00:03, 38.76it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 68%|██████▊ | 319/469 [00:08<00:03, 38.78it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 68%|██████▊ | 319/469 [00:08<00:03, 38.77it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 68%|██████▊ | 320/469 [00:08<00:03, 38.78it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 68%|██████▊ | 320/469 [00:08<00:03, 38.78it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 68%|██████▊ | 321/469 [00:08<00:03, 38.79it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 68%|██████▊ | 321/469 [00:08<00:03, 38.79it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 69%|██████▊ | 322/469 [00:08<00:03, 38.80it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 69%|██████▊ | 322/469 [00:08<00:03, 38.80it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 69%|██████▉ | 323/469 [00:08<00:03, 38.81it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 69%|██████▉ | 323/469 [00:08<00:03, 38.81it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 69%|██████▉ | 324/469 [00:08<00:03, 38.82it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 69%|██████▉ | 324/469 [00:08<00:03, 38.82it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 69%|██████▉ | 325/469 [00:08<00:03, 38.83it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 69%|██████▉ | 325/469 [00:08<00:03, 38.83it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 70%|██████▉ | 326/469 [00:08<00:03, 38.84it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 70%|██████▉ | 326/469 [00:08<00:03, 38.83it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 70%|██████▉ | 327/469 [00:08<00:03, 38.84it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 70%|██████▉ | 327/469 [00:08<00:03, 38.84it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 70%|██████▉ | 328/469 [00:08<00:03, 38.85it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 70%|██████▉ | 328/469 [00:08<00:03, 38.85it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 70%|███████ | 329/469 [00:08<00:03, 38.86it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 70%|███████ | 329/469 [00:08<00:03, 38.86it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 70%|███████ | 330/469 [00:08<00:03, 38.87it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 70%|███████ | 330/469 [00:08<00:03, 38.87it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 71%|███████ | 331/469 [00:08<00:03, 38.88it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 71%|███████ | 331/469 [00:08<00:03, 38.87it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 71%|███████ | 332/469 [00:08<00:03, 38.88it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 71%|███████ | 332/469 [00:08<00:03, 38.88it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 71%|███████ | 333/469 [00:08<00:03, 38.89it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 71%|███████ | 333/469 [00:08<00:03, 38.89it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 71%|███████ | 334/469 [00:08<00:03, 38.90it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 71%|███████ | 334/469 [00:08<00:03, 38.90it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 71%|███████▏ | 335/469 [00:08<00:03, 38.91it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 71%|███████▏ | 335/469 [00:08<00:03, 38.91it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 72%|███████▏ | 336/469 [00:08<00:03, 38.92it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 72%|███████▏ | 336/469 [00:08<00:03, 38.91it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 72%|███████▏ | 337/469 [00:08<00:03, 38.92it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 72%|███████▏ | 337/469 [00:08<00:03, 38.92it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 72%|███████▏ | 338/469 [00:08<00:03, 38.93it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 72%|███████▏ | 338/469 [00:08<00:03, 38.93it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 72%|███████▏ | 339/469 [00:08<00:03, 38.94it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 72%|███████▏ | 339/469 [00:08<00:03, 38.94it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 72%|███████▏ | 340/469 [00:08<00:03, 38.95it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 72%|███████▏ | 340/469 [00:08<00:03, 38.94it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 73%|███████▎ | 341/469 [00:08<00:03, 38.95it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 73%|███████▎ | 341/469 [00:08<00:03, 38.95it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 73%|███████▎ | 342/469 [00:08<00:03, 38.96it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 73%|███████▎ | 342/469 [00:08<00:03, 38.96it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 73%|███████▎ | 343/469 [00:08<00:03, 38.97it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 73%|███████▎ | 343/469 [00:08<00:03, 38.97it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 73%|███████▎ | 344/469 [00:08<00:03, 38.98it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 73%|███████▎ | 344/469 [00:08<00:03, 38.98it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 74%|███████▎ | 345/469 [00:08<00:03, 38.99it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 74%|███████▎ | 345/469 [00:08<00:03, 38.99it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 74%|███████▍ | 346/469 [00:08<00:03, 38.99it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 74%|███████▍ | 346/469 [00:08<00:03, 38.99it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 74%|███████▍ | 347/469 [00:08<00:03, 39.00it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 74%|███████▍ | 347/469 [00:08<00:03, 39.00it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 74%|███████▍ | 348/469 [00:08<00:03, 39.01it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 74%|███████▍ | 348/469 [00:08<00:03, 39.01it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 74%|███████▍ | 349/469 [00:08<00:03, 39.02it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 74%|███████▍ | 349/469 [00:08<00:03, 39.01it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 75%|███████▍ | 350/469 [00:08<00:03, 39.02it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 75%|███████▍ | 350/469 [00:08<00:03, 39.02it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 75%|███████▍ | 351/469 [00:08<00:03, 39.03it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 75%|███████▍ | 351/469 [00:08<00:03, 39.03it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 75%|███████▌ | 352/469 [00:09<00:02, 39.04it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 75%|███████▌ | 352/469 [00:09<00:02, 39.04it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 75%|███████▌ | 353/469 [00:09<00:02, 39.05it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 75%|███████▌ | 353/469 [00:09<00:02, 39.04it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 75%|███████▌ | 354/469 [00:09<00:02, 39.05it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 75%|███████▌ | 354/469 [00:09<00:02, 39.05it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 76%|███████▌ | 355/469 [00:09<00:02, 39.06it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 76%|███████▌ | 355/469 [00:09<00:02, 39.06it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 76%|███████▌ | 356/469 [00:09<00:02, 39.07it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 76%|███████▌ | 356/469 [00:09<00:02, 39.07it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 76%|███████▌ | 357/469 [00:09<00:02, 39.07it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 76%|███████▌ | 357/469 [00:09<00:02, 39.07it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 76%|███████▋ | 358/469 [00:09<00:02, 39.08it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 76%|███████▋ | 358/469 [00:09<00:02, 39.08it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 77%|███████▋ | 359/469 [00:09<00:02, 39.09it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 77%|███████▋ | 359/469 [00:09<00:02, 39.09it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 77%|███████▋ | 360/469 [00:09<00:02, 39.09it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 77%|███████▋ | 360/469 [00:09<00:02, 39.09it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 77%|███████▋ | 361/469 [00:09<00:02, 39.10it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 77%|███████▋ | 361/469 [00:09<00:02, 39.10it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 77%|███████▋ | 362/469 [00:09<00:02, 39.11it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 77%|███████▋ | 362/469 [00:09<00:02, 39.11it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 77%|███████▋ | 363/469 [00:09<00:02, 39.11it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 77%|███████▋ | 363/469 [00:09<00:02, 39.11it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 78%|███████▊ | 364/469 [00:09<00:02, 39.12it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 78%|███████▊ | 364/469 [00:09<00:02, 39.12it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 78%|███████▊ | 365/469 [00:09<00:02, 39.13it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 78%|███████▊ | 365/469 [00:09<00:02, 39.13it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 78%|███████▊ | 366/469 [00:09<00:02, 39.14it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 78%|███████▊ | 366/469 [00:09<00:02, 39.13it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 78%|███████▊ | 367/469 [00:09<00:02, 39.14it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 78%|███████▊ | 367/469 [00:09<00:02, 39.14it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 78%|███████▊ | 368/469 [00:09<00:02, 39.15it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 78%|███████▊ | 368/469 [00:09<00:02, 39.15it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 79%|███████▊ | 369/469 [00:09<00:02, 39.16it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 79%|███████▊ | 369/469 [00:09<00:02, 39.15it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 79%|███████▉ | 370/469 [00:09<00:02, 39.16it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 79%|███████▉ | 370/469 [00:09<00:02, 39.16it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 79%|███████▉ | 371/469 [00:09<00:02, 39.17it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 79%|███████▉ | 371/469 [00:09<00:02, 39.17it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 79%|███████▉ | 372/469 [00:09<00:02, 39.18it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 79%|███████▉ | 372/469 [00:09<00:02, 39.17it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 80%|███████▉ | 373/469 [00:09<00:02, 39.18it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 80%|███████▉ | 373/469 [00:09<00:02, 39.18it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 80%|███████▉ | 374/469 [00:09<00:02, 39.19it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 80%|███████▉ | 374/469 [00:09<00:02, 39.19it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 80%|███████▉ | 375/469 [00:09<00:02, 39.19it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 80%|███████▉ | 375/469 [00:09<00:02, 39.19it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 80%|████████ | 376/469 [00:09<00:02, 39.20it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 80%|████████ | 376/469 [00:09<00:02, 39.20it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 80%|████████ | 377/469 [00:09<00:02, 39.21it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 80%|████████ | 377/469 [00:09<00:02, 39.21it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 81%|████████ | 378/469 [00:09<00:02, 39.21it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 81%|████████ | 378/469 [00:09<00:02, 39.21it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 81%|████████ | 379/469 [00:09<00:02, 39.22it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 81%|████████ | 379/469 [00:09<00:02, 39.22it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 81%|████████ | 380/469 [00:09<00:02, 39.23it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 81%|████████ | 380/469 [00:09<00:02, 39.22it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 81%|████████ | 381/469 [00:09<00:02, 39.23it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 81%|████████ | 381/469 [00:09<00:02, 39.23it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 81%|████████▏ | 382/469 [00:09<00:02, 39.24it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 81%|████████▏ | 382/469 [00:09<00:02, 39.24it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 82%|████████▏ | 383/469 [00:09<00:02, 39.24it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 82%|████████▏ | 383/469 [00:09<00:02, 39.24it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 82%|████████▏ | 384/469 [00:09<00:02, 39.25it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 82%|████████▏ | 384/469 [00:09<00:02, 39.25it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 82%|████████▏ | 385/469 [00:09<00:02, 39.25it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 82%|████████▏ | 385/469 [00:09<00:02, 39.25it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 82%|████████▏ | 386/469 [00:09<00:02, 39.26it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 82%|████████▏ | 386/469 [00:09<00:02, 39.26it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 83%|████████▎ | 387/469 [00:09<00:02, 39.26it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 83%|████████▎ | 387/469 [00:09<00:02, 39.26it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 83%|████████▎ | 388/469 [00:09<00:02, 39.27it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 83%|████████▎ | 388/469 [00:09<00:02, 39.27it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 83%|████████▎ | 389/469 [00:09<00:02, 39.27it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 83%|████████▎ | 389/469 [00:09<00:02, 39.27it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 83%|████████▎ | 390/469 [00:09<00:02, 39.28it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 83%|████████▎ | 390/469 [00:09<00:02, 39.28it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 83%|████████▎ | 391/469 [00:09<00:01, 39.28it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 83%|████████▎ | 391/469 [00:09<00:01, 39.28it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 84%|████████▎ | 392/469 [00:09<00:01, 39.29it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 84%|████████▎ | 392/469 [00:09<00:01, 39.29it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 84%|████████▍ | 393/469 [00:10<00:01, 39.30it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 84%|████████▍ | 393/469 [00:10<00:01, 39.29it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 84%|████████▍ | 394/469 [00:10<00:01, 39.30it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 84%|████████▍ | 394/469 [00:10<00:01, 39.30it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 84%|████████▍ | 395/469 [00:10<00:01, 39.31it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 84%|████████▍ | 395/469 [00:10<00:01, 39.30it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 84%|████████▍ | 396/469 [00:10<00:01, 39.31it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 84%|████████▍ | 396/469 [00:10<00:01, 39.31it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 85%|████████▍ | 397/469 [00:10<00:01, 39.32it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 85%|████████▍ | 397/469 [00:10<00:01, 39.32it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 85%|████████▍ | 398/469 [00:10<00:01, 39.33it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 85%|████████▍ | 398/469 [00:10<00:01, 39.32it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 85%|████████▌ | 399/469 [00:10<00:01, 39.33it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 85%|████████▌ | 399/469 [00:10<00:01, 39.33it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 85%|████████▌ | 400/469 [00:10<00:01, 39.34it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 85%|████████▌ | 400/469 [00:10<00:01, 39.34it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 86%|████████▌ | 401/469 [00:10<00:01, 39.35it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 86%|████████▌ | 401/469 [00:10<00:01, 39.34it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 86%|████████▌ | 402/469 [00:10<00:01, 39.35it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 86%|████████▌ | 402/469 [00:10<00:01, 39.35it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 86%|████████▌ | 403/469 [00:10<00:01, 39.36it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 86%|████████▌ | 403/469 [00:10<00:01, 39.36it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 86%|████████▌ | 404/469 [00:10<00:01, 39.36it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 86%|████████▌ | 404/469 [00:10<00:01, 39.36it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 86%|████████▋ | 405/469 [00:10<00:01, 39.37it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 86%|████████▋ | 405/469 [00:10<00:01, 39.37it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 87%|████████▋ | 406/469 [00:10<00:01, 39.38it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 87%|████████▋ | 406/469 [00:10<00:01, 39.37it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 87%|████████▋ | 407/469 [00:10<00:01, 39.38it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 87%|████████▋ | 407/469 [00:10<00:01, 39.38it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 87%|████████▋ | 408/469 [00:10<00:01, 39.39it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 87%|████████▋ | 408/469 [00:10<00:01, 39.39it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 87%|████████▋ | 409/469 [00:10<00:01, 39.39it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 87%|████████▋ | 409/469 [00:10<00:01, 39.39it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 87%|████████▋ | 410/469 [00:10<00:01, 39.40it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 87%|████████▋ | 410/469 [00:10<00:01, 39.40it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 88%|████████▊ | 411/469 [00:10<00:01, 39.40it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 88%|████████▊ | 411/469 [00:10<00:01, 39.40it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 88%|████████▊ | 412/469 [00:10<00:01, 39.41it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 88%|████████▊ | 412/469 [00:10<00:01, 39.41it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 88%|████████▊ | 413/469 [00:10<00:01, 39.41it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 88%|████████▊ | 413/469 [00:10<00:01, 39.41it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 88%|████████▊ | 414/469 [00:10<00:01, 39.42it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 88%|████████▊ | 414/469 [00:10<00:01, 39.42it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 88%|████████▊ | 415/469 [00:10<00:01, 39.43it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 88%|████████▊ | 415/469 [00:10<00:01, 39.42it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 89%|████████▊ | 416/469 [00:10<00:01, 39.43it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 89%|████████▊ | 416/469 [00:10<00:01, 39.43it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 89%|████████▉ | 417/469 [00:10<00:01, 39.44it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 89%|████████▉ | 417/469 [00:10<00:01, 39.44it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 89%|████████▉ | 418/469 [00:10<00:01, 39.44it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 89%|████████▉ | 418/469 [00:10<00:01, 39.44it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 89%|████████▉ | 419/469 [00:10<00:01, 39.45it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 89%|████████▉ | 419/469 [00:10<00:01, 39.45it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 90%|████████▉ | 420/469 [00:10<00:01, 39.45it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 90%|████████▉ | 420/469 [00:10<00:01, 39.45it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 90%|████████▉ | 421/469 [00:10<00:01, 39.46it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 90%|████████▉ | 421/469 [00:10<00:01, 39.46it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 90%|████████▉ | 422/469 [00:10<00:01, 39.46it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 90%|████████▉ | 422/469 [00:10<00:01, 39.46it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 90%|█████████ | 423/469 [00:10<00:01, 39.47it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 90%|█████████ | 423/469 [00:10<00:01, 39.47it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 90%|█████████ | 424/469 [00:10<00:01, 39.48it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 90%|█████████ | 424/469 [00:10<00:01, 39.47it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 91%|█████████ | 425/469 [00:10<00:01, 39.48it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 91%|█████████ | 425/469 [00:10<00:01, 39.48it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 91%|█████████ | 426/469 [00:10<00:01, 39.49it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 91%|█████████ | 426/469 [00:10<00:01, 39.48it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 91%|█████████ | 427/469 [00:10<00:01, 39.49it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 91%|█████████ | 427/469 [00:10<00:01, 39.49it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 91%|█████████▏| 428/469 [00:10<00:01, 39.50it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 91%|█████████▏| 428/469 [00:10<00:01, 39.50it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 91%|█████████▏| 429/469 [00:10<00:01, 39.50it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 91%|█████████▏| 429/469 [00:10<00:01, 39.50it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 92%|█████████▏| 430/469 [00:10<00:00, 39.51it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 92%|█████████▏| 430/469 [00:10<00:00, 39.50it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 92%|█████████▏| 431/469 [00:10<00:00, 39.51it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 92%|█████████▏| 431/469 [00:10<00:00, 39.51it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 92%|█████████▏| 432/469 [00:10<00:00, 39.52it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 92%|█████████▏| 432/469 [00:10<00:00, 39.51it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 92%|█████████▏| 433/469 [00:10<00:00, 39.52it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 92%|█████████▏| 433/469 [00:10<00:00, 39.52it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 93%|█████████▎| 434/469 [00:10<00:00, 39.52it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 93%|█████████▎| 434/469 [00:10<00:00, 39.52it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 93%|█████████▎| 435/469 [00:11<00:00, 39.53it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 93%|█████████▎| 435/469 [00:11<00:00, 39.53it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 93%|█████████▎| 436/469 [00:11<00:00, 39.53it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 93%|█████████▎| 436/469 [00:11<00:00, 39.53it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 93%|█████████▎| 437/469 [00:11<00:00, 39.54it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 93%|█████████▎| 437/469 [00:11<00:00, 39.54it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 93%|█████████▎| 438/469 [00:11<00:00, 39.54it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 93%|█████████▎| 438/469 [00:11<00:00, 39.54it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 94%|█████████▎| 439/469 [00:11<00:00, 39.55it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 94%|█████████▎| 439/469 [00:11<00:00, 39.55it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 94%|█████████▍| 440/469 [00:11<00:00, 39.55it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 94%|█████████▍| 440/469 [00:11<00:00, 39.55it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 94%|█████████▍| 441/469 [00:11<00:00, 39.56it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 94%|█████████▍| 441/469 [00:11<00:00, 39.56it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 94%|█████████▍| 442/469 [00:11<00:00, 39.56it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 94%|█████████▍| 442/469 [00:11<00:00, 39.56it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 94%|█████████▍| 443/469 [00:11<00:00, 39.57it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 94%|█████████▍| 443/469 [00:11<00:00, 39.57it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 95%|█████████▍| 444/469 [00:11<00:00, 39.57it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 95%|█████████▍| 444/469 [00:11<00:00, 39.57it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 95%|█████████▍| 445/469 [00:11<00:00, 39.58it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 95%|█████████▍| 445/469 [00:11<00:00, 39.58it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 95%|█████████▌| 446/469 [00:11<00:00, 39.58it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 95%|█████████▌| 446/469 [00:11<00:00, 39.58it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 95%|█████████▌| 447/469 [00:11<00:00, 39.59it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 95%|█████████▌| 447/469 [00:11<00:00, 39.59it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 96%|█████████▌| 448/469 [00:11<00:00, 39.59it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 96%|█████████▌| 448/469 [00:11<00:00, 39.59it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 96%|█████████▌| 449/469 [00:11<00:00, 39.58it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 96%|█████████▌| 449/469 [00:11<00:00, 39.58it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 96%|█████████▌| 450/469 [00:11<00:00, 39.60it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 96%|█████████▌| 450/469 [00:11<00:00, 39.60it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 96%|█████████▌| 451/469 [00:11<00:00, 39.63it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 96%|█████████▌| 451/469 [00:11<00:00, 39.63it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 96%|█████████▋| 452/469 [00:11<00:00, 39.66it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 96%|█████████▋| 452/469 [00:11<00:00, 39.66it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 97%|█████████▋| 453/469 [00:11<00:00, 39.69it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 97%|█████████▋| 453/469 [00:11<00:00, 39.69it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 97%|█████████▋| 454/469 [00:11<00:00, 39.72it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 97%|█████████▋| 454/469 [00:11<00:00, 39.72it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 97%|█████████▋| 455/469 [00:11<00:00, 39.75it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 97%|█████████▋| 455/469 [00:11<00:00, 39.75it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 97%|█████████▋| 456/469 [00:11<00:00, 39.79it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 97%|█████████▋| 456/469 [00:11<00:00, 39.79it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 97%|█████████▋| 457/469 [00:11<00:00, 39.82it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 97%|█████████▋| 457/469 [00:11<00:00, 39.82it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 98%|█████████▊| 458/469 [00:11<00:00, 39.85it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 98%|█████████▊| 458/469 [00:11<00:00, 39.85it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 98%|█████████▊| 459/469 [00:11<00:00, 39.88it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 98%|█████████▊| 459/469 [00:11<00:00, 39.88it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 98%|█████████▊| 460/469 [00:11<00:00, 39.91it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 98%|█████████▊| 460/469 [00:11<00:00, 39.91it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 98%|█████████▊| 461/469 [00:11<00:00, 39.95it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 98%|█████████▊| 461/469 [00:11<00:00, 39.94it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 99%|█████████▊| 462/469 [00:11<00:00, 39.98it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 99%|█████████▊| 462/469 [00:11<00:00, 39.98it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 99%|█████████▊| 463/469 [00:11<00:00, 40.01it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 99%|█████████▊| 463/469 [00:11<00:00, 40.01it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 99%|█████████▉| 464/469 [00:11<00:00, 40.04it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 99%|█████████▉| 464/469 [00:11<00:00, 40.04it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 99%|█████████▉| 465/469 [00:11<00:00, 40.07it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 99%|█████████▉| 465/469 [00:11<00:00, 40.07it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 99%|█████████▉| 466/469 [00:11<00:00, 40.10it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 99%|█████████▉| 466/469 [00:11<00:00, 40.10it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 100%|█████████▉| 467/469 [00:11<00:00, 40.13it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 100%|█████████▉| 467/469 [00:11<00:00, 40.13it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 100%|█████████▉| 468/469 [00:11<00:00, 40.16it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 100%|█████████▉| 468/469 [00:11<00:00, 40.16it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 100%|██████████| 469/469 [00:11<00:00, 40.18it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 100%|██████████| 469/469 [00:11<00:00, 40.17it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
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Validation DataLoader 0: 67%|██████▋ | 53/79 [00:00<00:00, 75.64it/s]
Validation DataLoader 0: 68%|██████▊ | 54/79 [00:00<00:00, 75.93it/s]
Validation DataLoader 0: 70%|██████▉ | 55/79 [00:00<00:00, 75.90it/s]
Validation DataLoader 0: 71%|███████ | 56/79 [00:00<00:00, 76.46it/s]
Validation DataLoader 0: 72%|███████▏ | 57/79 [00:00<00:00, 76.88it/s]
Validation DataLoader 0: 73%|███████▎ | 58/79 [00:00<00:00, 76.84it/s]
Validation DataLoader 0: 75%|███████▍ | 59/79 [00:00<00:00, 76.53it/s]
Validation DataLoader 0: 76%|███████▌ | 60/79 [00:00<00:00, 76.94it/s]
Validation DataLoader 0: 77%|███████▋ | 61/79 [00:00<00:00, 77.57it/s]
Validation DataLoader 0: 78%|███████▊ | 62/79 [00:00<00:00, 78.19it/s]
Validation DataLoader 0: 80%|███████▉ | 63/79 [00:00<00:00, 78.86it/s]
Validation DataLoader 0: 81%|████████ | 64/79 [00:00<00:00, 79.52it/s]
Validation DataLoader 0: 82%|████████▏ | 65/79 [00:00<00:00, 80.17it/s]
Validation DataLoader 0: 84%|████████▎ | 66/79 [00:00<00:00, 80.81it/s]
Validation DataLoader 0: 85%|████████▍ | 67/79 [00:00<00:00, 81.45it/s]
Validation DataLoader 0: 86%|████████▌ | 68/79 [00:00<00:00, 82.08it/s]
Validation DataLoader 0: 87%|████████▋ | 69/79 [00:00<00:00, 82.71it/s]
Validation DataLoader 0: 89%|████████▊ | 70/79 [00:00<00:00, 83.33it/s]
Validation DataLoader 0: 90%|████████▉ | 71/79 [00:00<00:00, 83.94it/s]
Validation DataLoader 0: 91%|█████████ | 72/79 [00:00<00:00, 84.54it/s]
Validation DataLoader 0: 92%|█████████▏| 73/79 [00:00<00:00, 85.13it/s]
Validation DataLoader 0: 94%|█████████▎| 74/79 [00:00<00:00, 85.72it/s]
Validation DataLoader 0: 95%|█████████▍| 75/79 [00:00<00:00, 86.30it/s]
Validation DataLoader 0: 96%|█████████▌| 76/79 [00:00<00:00, 86.77it/s]
Validation DataLoader 0: 97%|█████████▋| 77/79 [00:00<00:00, 87.33it/s]
Validation DataLoader 0: 99%|█████████▊| 78/79 [00:00<00:00, 87.86it/s]
Validation DataLoader 0: 100%|██████████| 79/79 [00:00<00:00, 88.59it/s]
Epoch 6: 100%|██████████| 469/469 [00:13<00:00, 35.69it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 6: 100%|██████████| 469/469 [00:13<00:00, 35.68it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 6: 0%| | 0/469 [00:00<?, ?it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 0%| | 0/469 [00:00<?, ?it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 0%| | 1/469 [00:00<04:53, 1.60it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 0%| | 1/469 [00:00<04:53, 1.59it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 0%| | 2/469 [00:00<02:32, 3.07it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 0%| | 2/469 [00:00<02:32, 3.07it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 1%| | 3/469 [00:00<01:44, 4.44it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 1%| | 3/469 [00:00<01:44, 4.44it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 1%| | 4/469 [00:00<01:21, 5.68it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 1%| | 4/469 [00:00<01:21, 5.68it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 1%| | 5/469 [00:00<01:07, 6.89it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 1%| | 5/469 [00:00<01:07, 6.88it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 1%|▏ | 6/469 [00:00<00:58, 7.98it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 1%|▏ | 6/469 [00:00<00:58, 7.97it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 1%|▏ | 7/469 [00:00<00:51, 8.98it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 1%|▏ | 7/469 [00:00<00:51, 8.97it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 2%|▏ | 8/469 [00:00<00:46, 9.96it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 2%|▏ | 8/469 [00:00<00:46, 9.96it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 2%|▏ | 9/469 [00:00<00:42, 10.88it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 2%|▏ | 9/469 [00:00<00:42, 10.88it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 2%|▏ | 10/469 [00:00<00:39, 11.77it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 2%|▏ | 10/469 [00:00<00:39, 11.76it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 2%|▏ | 11/469 [00:00<00:36, 12.58it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 2%|▏ | 11/469 [00:00<00:36, 12.58it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 3%|▎ | 12/469 [00:00<00:34, 13.33it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 3%|▎ | 12/469 [00:00<00:34, 13.32it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 3%|▎ | 13/469 [00:00<00:32, 14.08it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 3%|▎ | 13/469 [00:00<00:32, 14.08it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 3%|▎ | 14/469 [00:00<00:30, 14.80it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 3%|▎ | 14/469 [00:00<00:30, 14.79it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 3%|▎ | 15/469 [00:00<00:29, 15.48it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 3%|▎ | 15/469 [00:00<00:29, 15.47it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 3%|▎ | 16/469 [00:00<00:28, 16.11it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 3%|▎ | 16/469 [00:00<00:28, 16.10it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 4%|▎ | 17/469 [00:01<00:27, 16.74it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 4%|▎ | 17/469 [00:01<00:27, 16.73it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 4%|▍ | 18/469 [00:01<00:26, 17.30it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 4%|▍ | 18/469 [00:01<00:26, 17.30it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 4%|▍ | 19/469 [00:01<00:25, 17.85it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 4%|▍ | 19/469 [00:01<00:25, 17.85it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 4%|▍ | 20/469 [00:01<00:24, 18.40it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 4%|▍ | 20/469 [00:01<00:24, 18.39it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 4%|▍ | 21/469 [00:01<00:23, 18.89it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 4%|▍ | 21/469 [00:01<00:23, 18.89it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 5%|▍ | 22/469 [00:01<00:23, 19.37it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 5%|▍ | 22/469 [00:01<00:23, 19.36it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 5%|▍ | 23/469 [00:01<00:22, 19.83it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 5%|▍ | 23/469 [00:01<00:22, 19.82it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 5%|▌ | 24/469 [00:01<00:21, 20.27it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 5%|▌ | 24/469 [00:01<00:21, 20.26it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 5%|▌ | 25/469 [00:01<00:21, 20.70it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 5%|▌ | 25/469 [00:01<00:21, 20.69it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 6%|▌ | 26/469 [00:01<00:20, 21.11it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 6%|▌ | 26/469 [00:01<00:20, 21.10it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 6%|▌ | 27/469 [00:01<00:20, 21.50it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 6%|▌ | 27/469 [00:01<00:20, 21.49it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 6%|▌ | 28/469 [00:01<00:20, 21.88it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 6%|▌ | 28/469 [00:01<00:20, 21.88it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 6%|▌ | 29/469 [00:01<00:19, 22.24it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 6%|▌ | 29/469 [00:01<00:19, 22.24it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 6%|▋ | 30/469 [00:01<00:19, 22.60it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 6%|▋ | 30/469 [00:01<00:19, 22.59it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 7%|▋ | 31/469 [00:01<00:19, 22.94it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 7%|▋ | 31/469 [00:01<00:19, 22.93it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 7%|▋ | 32/469 [00:01<00:18, 23.26it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 7%|▋ | 32/469 [00:01<00:18, 23.25it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 7%|▋ | 33/469 [00:01<00:18, 23.58it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 7%|▋ | 33/469 [00:01<00:18, 23.57it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 7%|▋ | 34/469 [00:01<00:18, 23.88it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 7%|▋ | 34/469 [00:01<00:18, 23.87it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 7%|▋ | 35/469 [00:01<00:17, 24.18it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 7%|▋ | 35/469 [00:01<00:17, 24.17it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 8%|▊ | 36/469 [00:01<00:17, 24.47it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 8%|▊ | 36/469 [00:01<00:17, 24.46it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 8%|▊ | 37/469 [00:01<00:17, 24.75it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 8%|▊ | 37/469 [00:01<00:17, 24.74it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 8%|▊ | 38/469 [00:01<00:17, 25.02it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 8%|▊ | 38/469 [00:01<00:17, 25.01it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 8%|▊ | 39/469 [00:01<00:17, 25.27it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 8%|▊ | 39/469 [00:01<00:17, 25.27it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 9%|▊ | 40/469 [00:01<00:16, 25.53it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 9%|▊ | 40/469 [00:01<00:16, 25.52it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 9%|▊ | 41/469 [00:01<00:16, 25.78it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 9%|▊ | 41/469 [00:01<00:16, 25.77it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 9%|▉ | 42/469 [00:01<00:16, 25.92it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 9%|▉ | 42/469 [00:01<00:16, 25.91it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 9%|▉ | 43/469 [00:01<00:16, 26.16it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 9%|▉ | 43/469 [00:01<00:16, 26.15it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 9%|▉ | 44/469 [00:01<00:16, 26.39it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 9%|▉ | 44/469 [00:01<00:16, 26.38it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 10%|▉ | 45/469 [00:01<00:15, 26.61it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 10%|▉ | 45/469 [00:01<00:15, 26.61it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 10%|▉ | 46/469 [00:01<00:15, 26.83it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 10%|▉ | 46/469 [00:01<00:15, 26.82it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 10%|█ | 47/469 [00:01<00:15, 27.04it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 10%|█ | 47/469 [00:01<00:15, 27.03it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 10%|█ | 48/469 [00:01<00:15, 27.24it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 10%|█ | 48/469 [00:01<00:15, 27.24it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 10%|█ | 49/469 [00:01<00:15, 27.45it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 10%|█ | 49/469 [00:01<00:15, 27.44it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 11%|█ | 50/469 [00:01<00:15, 27.65it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 11%|█ | 50/469 [00:01<00:15, 27.64it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 11%|█ | 51/469 [00:01<00:15, 27.84it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 11%|█ | 51/469 [00:01<00:15, 27.83it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 11%|█ | 52/469 [00:01<00:14, 28.02it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 11%|█ | 52/469 [00:01<00:14, 28.01it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 11%|█▏ | 53/469 [00:01<00:14, 28.20it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 11%|█▏ | 53/469 [00:01<00:14, 28.20it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 12%|█▏ | 54/469 [00:01<00:14, 28.38it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 12%|█▏ | 54/469 [00:01<00:14, 28.37it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 12%|█▏ | 55/469 [00:01<00:14, 28.55it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 12%|█▏ | 55/469 [00:01<00:14, 28.55it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 12%|█▏ | 56/469 [00:01<00:14, 28.72it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 12%|█▏ | 56/469 [00:01<00:14, 28.71it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 12%|█▏ | 57/469 [00:01<00:14, 28.89it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 12%|█▏ | 57/469 [00:01<00:14, 28.88it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 12%|█▏ | 58/469 [00:01<00:14, 29.04it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 12%|█▏ | 58/469 [00:01<00:14, 29.04it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 13%|█▎ | 59/469 [00:02<00:14, 29.20it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 13%|█▎ | 59/469 [00:02<00:14, 29.19it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 13%|█▎ | 60/469 [00:02<00:13, 29.35it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 13%|█▎ | 60/469 [00:02<00:13, 29.34it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 13%|█▎ | 61/469 [00:02<00:13, 29.50it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 13%|█▎ | 61/469 [00:02<00:13, 29.49it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 13%|█▎ | 62/469 [00:02<00:13, 29.63it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 13%|█▎ | 62/469 [00:02<00:13, 29.62it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 13%|█▎ | 63/469 [00:02<00:13, 29.76it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 13%|█▎ | 63/469 [00:02<00:13, 29.76it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 14%|█▎ | 64/469 [00:02<00:13, 29.90it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 14%|█▎ | 64/469 [00:02<00:13, 29.89it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 14%|█▍ | 65/469 [00:02<00:13, 30.03it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 14%|█▍ | 65/469 [00:02<00:13, 30.02it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 14%|█▍ | 66/469 [00:02<00:13, 30.15it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 14%|█▍ | 66/469 [00:02<00:13, 30.15it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 14%|█▍ | 67/469 [00:02<00:13, 30.28it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 14%|█▍ | 67/469 [00:02<00:13, 30.28it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 14%|█▍ | 68/469 [00:02<00:13, 30.39it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 14%|█▍ | 68/469 [00:02<00:13, 30.39it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 15%|█▍ | 69/469 [00:02<00:13, 30.51it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 15%|█▍ | 69/469 [00:02<00:13, 30.51it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 15%|█▍ | 70/469 [00:02<00:13, 30.63it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 15%|█▍ | 70/469 [00:02<00:13, 30.62it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 15%|█▌ | 71/469 [00:02<00:12, 30.75it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 15%|█▌ | 71/469 [00:02<00:12, 30.74it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 15%|█▌ | 72/469 [00:02<00:12, 30.85it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 15%|█▌ | 72/469 [00:02<00:12, 30.85it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 16%|█▌ | 73/469 [00:02<00:12, 30.97it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 16%|█▌ | 73/469 [00:02<00:12, 30.96it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 16%|█▌ | 74/469 [00:02<00:12, 31.08it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 16%|█▌ | 74/469 [00:02<00:12, 31.07it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 16%|█▌ | 75/469 [00:02<00:12, 31.18it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 16%|█▌ | 75/469 [00:02<00:12, 31.18it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 16%|█▌ | 76/469 [00:02<00:12, 31.28it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 16%|█▌ | 76/469 [00:02<00:12, 31.28it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 16%|█▋ | 77/469 [00:02<00:12, 31.39it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 16%|█▋ | 77/469 [00:02<00:12, 31.38it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 17%|█▋ | 78/469 [00:02<00:12, 31.49it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 17%|█▋ | 78/469 [00:02<00:12, 31.48it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 17%|█▋ | 79/469 [00:02<00:12, 31.59it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 17%|█▋ | 79/469 [00:02<00:12, 31.58it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 17%|█▋ | 80/469 [00:02<00:12, 31.68it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 17%|█▋ | 80/469 [00:02<00:12, 31.68it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 17%|█▋ | 81/469 [00:02<00:12, 31.78it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 17%|█▋ | 81/469 [00:02<00:12, 31.77it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 17%|█▋ | 82/469 [00:02<00:12, 31.87it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 17%|█▋ | 82/469 [00:02<00:12, 31.86it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 18%|█▊ | 83/469 [00:02<00:12, 31.96it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 18%|█▊ | 83/469 [00:02<00:12, 31.95it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 18%|█▊ | 84/469 [00:02<00:12, 32.05it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 18%|█▊ | 84/469 [00:02<00:12, 32.04it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 18%|█▊ | 85/469 [00:02<00:11, 32.13it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 18%|█▊ | 85/469 [00:02<00:11, 32.13it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 18%|█▊ | 86/469 [00:02<00:11, 32.22it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 18%|█▊ | 86/469 [00:02<00:11, 32.21it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 19%|█▊ | 87/469 [00:02<00:11, 32.30it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 19%|█▊ | 87/469 [00:02<00:11, 32.30it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 19%|█▉ | 88/469 [00:02<00:11, 32.38it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 19%|█▉ | 88/469 [00:02<00:11, 32.37it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 19%|█▉ | 89/469 [00:02<00:11, 32.46it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 19%|█▉ | 89/469 [00:02<00:11, 32.46it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 19%|█▉ | 90/469 [00:02<00:11, 32.54it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 19%|█▉ | 90/469 [00:02<00:11, 32.53it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 19%|█▉ | 91/469 [00:02<00:11, 32.62it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 19%|█▉ | 91/469 [00:02<00:11, 32.61it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 20%|█▉ | 92/469 [00:02<00:11, 32.69it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 20%|█▉ | 92/469 [00:02<00:11, 32.69it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 20%|█▉ | 93/469 [00:02<00:11, 32.77it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 20%|█▉ | 93/469 [00:02<00:11, 32.76it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 20%|██ | 94/469 [00:02<00:11, 32.84it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 20%|██ | 94/469 [00:02<00:11, 32.83it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 20%|██ | 95/469 [00:02<00:11, 32.91it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 20%|██ | 95/469 [00:02<00:11, 32.91it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 20%|██ | 96/469 [00:02<00:11, 32.98it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 20%|██ | 96/469 [00:02<00:11, 32.98it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 21%|██ | 97/469 [00:02<00:11, 33.06it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 21%|██ | 97/469 [00:02<00:11, 33.05it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 21%|██ | 98/469 [00:02<00:11, 33.13it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 21%|██ | 98/469 [00:02<00:11, 33.12it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 21%|██ | 99/469 [00:02<00:11, 33.20it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 21%|██ | 99/469 [00:02<00:11, 33.19it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 21%|██▏ | 100/469 [00:03<00:11, 33.26it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 21%|██▏ | 100/469 [00:03<00:11, 33.26it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 22%|██▏ | 101/469 [00:03<00:11, 33.33it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 22%|██▏ | 101/469 [00:03<00:11, 33.33it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 22%|██▏ | 102/469 [00:03<00:10, 33.40it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 22%|██▏ | 102/469 [00:03<00:10, 33.40it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 22%|██▏ | 103/469 [00:03<00:10, 33.47it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 22%|██▏ | 103/469 [00:03<00:10, 33.46it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 22%|██▏ | 104/469 [00:03<00:10, 33.53it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 22%|██▏ | 104/469 [00:03<00:10, 33.53it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 22%|██▏ | 105/469 [00:03<00:10, 33.60it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 22%|██▏ | 105/469 [00:03<00:10, 33.59it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 23%|██▎ | 106/469 [00:03<00:10, 33.66it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 23%|██▎ | 106/469 [00:03<00:10, 33.66it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 23%|██▎ | 107/469 [00:03<00:10, 33.72it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 23%|██▎ | 107/469 [00:03<00:10, 33.71it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 23%|██▎ | 108/469 [00:03<00:10, 33.76it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 23%|██▎ | 108/469 [00:03<00:10, 33.76it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 23%|██▎ | 109/469 [00:03<00:10, 33.85it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 23%|██▎ | 109/469 [00:03<00:10, 33.84it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 23%|██▎ | 110/469 [00:03<00:10, 33.90it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 23%|██▎ | 110/469 [00:03<00:10, 33.90it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 24%|██▎ | 111/469 [00:03<00:10, 33.98it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 24%|██▎ | 111/469 [00:03<00:10, 33.98it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 24%|██▍ | 112/469 [00:03<00:10, 34.03it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 24%|██▍ | 112/469 [00:03<00:10, 34.03it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 24%|██▍ | 113/469 [00:03<00:10, 34.11it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 24%|██▍ | 113/469 [00:03<00:10, 34.11it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 24%|██▍ | 114/469 [00:03<00:10, 34.16it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 24%|██▍ | 114/469 [00:03<00:10, 34.15it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 25%|██▍ | 115/469 [00:03<00:10, 34.23it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 25%|██▍ | 115/469 [00:03<00:10, 34.23it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 25%|██▍ | 116/469 [00:03<00:10, 34.28it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 25%|██▍ | 116/469 [00:03<00:10, 34.27it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 25%|██▍ | 117/469 [00:03<00:10, 34.35it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 25%|██▍ | 117/469 [00:03<00:10, 34.34it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 25%|██▌ | 118/469 [00:03<00:10, 34.41it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 25%|██▌ | 118/469 [00:03<00:10, 34.41it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 25%|██▌ | 119/469 [00:03<00:10, 34.45it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 25%|██▌ | 119/469 [00:03<00:10, 34.45it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 26%|██▌ | 120/469 [00:03<00:10, 34.52it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 26%|██▌ | 120/469 [00:03<00:10, 34.52it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 26%|██▌ | 121/469 [00:03<00:10, 34.58it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 26%|██▌ | 121/469 [00:03<00:10, 34.57it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 26%|██▌ | 122/469 [00:03<00:10, 34.62it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 26%|██▌ | 122/469 [00:03<00:10, 34.62it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 26%|██▌ | 123/469 [00:03<00:09, 34.66it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 26%|██▌ | 123/469 [00:03<00:09, 34.65it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 26%|██▋ | 124/469 [00:03<00:09, 34.73it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 26%|██▋ | 124/469 [00:03<00:09, 34.73it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 27%|██▋ | 125/469 [00:03<00:09, 34.77it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 27%|██▋ | 125/469 [00:03<00:09, 34.76it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 27%|██▋ | 126/469 [00:03<00:09, 34.83it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 27%|██▋ | 126/469 [00:03<00:09, 34.83it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 27%|██▋ | 127/469 [00:03<00:09, 34.87it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 27%|██▋ | 127/469 [00:03<00:09, 34.86it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 27%|██▋ | 128/469 [00:03<00:09, 34.93it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 27%|██▋ | 128/469 [00:03<00:09, 34.93it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 28%|██▊ | 129/469 [00:03<00:09, 34.97it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 28%|██▊ | 129/469 [00:03<00:09, 34.96it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 28%|██▊ | 130/469 [00:03<00:09, 35.03it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 28%|██▊ | 130/469 [00:03<00:09, 35.03it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 28%|██▊ | 131/469 [00:03<00:09, 35.06it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 28%|██▊ | 131/469 [00:03<00:09, 35.06it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 28%|██▊ | 132/469 [00:03<00:09, 35.07it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 28%|██▊ | 132/469 [00:03<00:09, 35.07it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 28%|██▊ | 133/469 [00:03<00:09, 35.11it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 28%|██▊ | 133/469 [00:03<00:09, 35.11it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 29%|██▊ | 134/469 [00:03<00:09, 35.15it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 29%|██▊ | 134/469 [00:03<00:09, 35.15it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 29%|██▉ | 135/469 [00:03<00:09, 35.19it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 29%|██▉ | 135/469 [00:03<00:09, 35.18it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 29%|██▉ | 136/469 [00:03<00:09, 35.23it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 29%|██▉ | 136/469 [00:03<00:09, 35.22it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 29%|██▉ | 137/469 [00:03<00:09, 35.26it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 29%|██▉ | 137/469 [00:03<00:09, 35.26it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 29%|██▉ | 138/469 [00:03<00:09, 35.30it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 29%|██▉ | 138/469 [00:03<00:09, 35.30it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 30%|██▉ | 139/469 [00:03<00:09, 35.34it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 30%|██▉ | 139/469 [00:03<00:09, 35.33it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 30%|██▉ | 140/469 [00:03<00:09, 35.38it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 30%|██▉ | 140/469 [00:03<00:09, 35.37it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 30%|███ | 141/469 [00:03<00:09, 35.41it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 30%|███ | 141/469 [00:03<00:09, 35.41it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 30%|███ | 142/469 [00:04<00:09, 35.45it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 30%|███ | 142/469 [00:04<00:09, 35.44it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 30%|███ | 143/469 [00:04<00:09, 35.49it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 30%|███ | 143/469 [00:04<00:09, 35.48it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 31%|███ | 144/469 [00:04<00:09, 35.52it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 31%|███ | 144/469 [00:04<00:09, 35.52it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 31%|███ | 145/469 [00:04<00:09, 35.56it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 31%|███ | 145/469 [00:04<00:09, 35.56it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 31%|███ | 146/469 [00:04<00:09, 35.60it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 31%|███ | 146/469 [00:04<00:09, 35.59it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 31%|███▏ | 147/469 [00:04<00:09, 35.64it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 31%|███▏ | 147/469 [00:04<00:09, 35.63it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 32%|███▏ | 148/469 [00:04<00:08, 35.67it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 32%|███▏ | 148/469 [00:04<00:08, 35.67it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 32%|███▏ | 149/469 [00:04<00:08, 35.71it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 32%|███▏ | 149/469 [00:04<00:08, 35.70it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 32%|███▏ | 150/469 [00:04<00:08, 35.74it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 32%|███▏ | 150/469 [00:04<00:08, 35.74it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 32%|███▏ | 151/469 [00:04<00:08, 35.78it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 32%|███▏ | 151/469 [00:04<00:08, 35.77it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 32%|███▏ | 152/469 [00:04<00:08, 35.81it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 32%|███▏ | 152/469 [00:04<00:08, 35.81it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 33%|███▎ | 153/469 [00:04<00:08, 35.85it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 33%|███▎ | 153/469 [00:04<00:08, 35.84it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 33%|███▎ | 154/469 [00:04<00:08, 35.88it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 33%|███▎ | 154/469 [00:04<00:08, 35.88it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 33%|███▎ | 155/469 [00:04<00:08, 35.91it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 33%|███▎ | 155/469 [00:04<00:08, 35.91it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 33%|███▎ | 156/469 [00:04<00:08, 35.94it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 33%|███▎ | 156/469 [00:04<00:08, 35.94it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 33%|███▎ | 157/469 [00:04<00:08, 35.98it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 33%|███▎ | 157/469 [00:04<00:08, 35.97it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 34%|███▎ | 158/469 [00:04<00:08, 36.01it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 34%|███▎ | 158/469 [00:04<00:08, 36.00it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 34%|███▍ | 159/469 [00:04<00:08, 36.04it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 34%|███▍ | 159/469 [00:04<00:08, 36.03it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 34%|███▍ | 160/469 [00:04<00:08, 36.07it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 34%|███▍ | 160/469 [00:04<00:08, 36.07it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 34%|███▍ | 161/469 [00:04<00:08, 36.10it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 34%|███▍ | 161/469 [00:04<00:08, 36.10it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 35%|███▍ | 162/469 [00:04<00:08, 36.13it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 35%|███▍ | 162/469 [00:04<00:08, 36.13it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 35%|███▍ | 163/469 [00:04<00:08, 36.16it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 35%|███▍ | 163/469 [00:04<00:08, 36.16it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 35%|███▍ | 164/469 [00:04<00:08, 36.19it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 35%|███▍ | 164/469 [00:04<00:08, 36.19it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 35%|███▌ | 165/469 [00:04<00:08, 36.22it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 35%|███▌ | 165/469 [00:04<00:08, 36.22it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 35%|███▌ | 166/469 [00:04<00:08, 36.25it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 35%|███▌ | 166/469 [00:04<00:08, 36.25it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 36%|███▌ | 167/469 [00:04<00:08, 36.28it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 36%|███▌ | 167/469 [00:04<00:08, 36.27it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 36%|███▌ | 168/469 [00:04<00:08, 36.30it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 36%|███▌ | 168/469 [00:04<00:08, 36.30it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 36%|███▌ | 169/469 [00:04<00:08, 36.33it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 36%|███▌ | 169/469 [00:04<00:08, 36.33it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 36%|███▌ | 170/469 [00:04<00:08, 36.36it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 36%|███▌ | 170/469 [00:04<00:08, 36.35it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 36%|███▋ | 171/469 [00:04<00:08, 36.38it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 36%|███▋ | 171/469 [00:04<00:08, 36.38it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 37%|███▋ | 172/469 [00:04<00:08, 36.41it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 37%|███▋ | 172/469 [00:04<00:08, 36.41it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 37%|███▋ | 173/469 [00:04<00:08, 36.44it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 37%|███▋ | 173/469 [00:04<00:08, 36.44it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 37%|███▋ | 174/469 [00:04<00:08, 36.47it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 37%|███▋ | 174/469 [00:04<00:08, 36.46it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 37%|███▋ | 175/469 [00:04<00:08, 36.49it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 37%|███▋ | 175/469 [00:04<00:08, 36.49it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 38%|███▊ | 176/469 [00:04<00:08, 36.52it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 38%|███▊ | 176/469 [00:04<00:08, 36.52it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 38%|███▊ | 177/469 [00:04<00:07, 36.55it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 38%|███▊ | 177/469 [00:04<00:07, 36.54it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 38%|███▊ | 178/469 [00:04<00:07, 36.57it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 38%|███▊ | 178/469 [00:04<00:07, 36.57it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 38%|███▊ | 179/469 [00:04<00:07, 36.60it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 38%|███▊ | 179/469 [00:04<00:07, 36.59it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 38%|███▊ | 180/469 [00:04<00:07, 36.62it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 38%|███▊ | 180/469 [00:04<00:07, 36.62it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 39%|███▊ | 181/469 [00:04<00:07, 36.65it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 39%|███▊ | 181/469 [00:04<00:07, 36.65it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 39%|███▉ | 182/469 [00:04<00:07, 36.67it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 39%|███▉ | 182/469 [00:04<00:07, 36.67it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 39%|███▉ | 183/469 [00:04<00:07, 36.70it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 39%|███▉ | 183/469 [00:04<00:07, 36.69it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 39%|███▉ | 184/469 [00:05<00:07, 36.72it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 39%|███▉ | 184/469 [00:05<00:07, 36.72it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 39%|███▉ | 185/469 [00:05<00:07, 36.75it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 39%|███▉ | 185/469 [00:05<00:07, 36.74it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 40%|███▉ | 186/469 [00:05<00:07, 36.77it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 40%|███▉ | 186/469 [00:05<00:07, 36.77it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 40%|███▉ | 187/469 [00:05<00:07, 36.79it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 40%|███▉ | 187/469 [00:05<00:07, 36.79it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 40%|████ | 188/469 [00:05<00:07, 36.82it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 40%|████ | 188/469 [00:05<00:07, 36.81it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 40%|████ | 189/469 [00:05<00:07, 36.84it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 40%|████ | 189/469 [00:05<00:07, 36.84it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 41%|████ | 190/469 [00:05<00:07, 36.86it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 41%|████ | 190/469 [00:05<00:07, 36.86it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 41%|████ | 191/469 [00:05<00:07, 36.89it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 41%|████ | 191/469 [00:05<00:07, 36.89it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 41%|████ | 192/469 [00:05<00:07, 36.91it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 41%|████ | 192/469 [00:05<00:07, 36.91it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 41%|████ | 193/469 [00:05<00:07, 36.94it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 41%|████ | 193/469 [00:05<00:07, 36.93it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 41%|████▏ | 194/469 [00:05<00:07, 36.96it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 41%|████▏ | 194/469 [00:05<00:07, 36.95it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 42%|████▏ | 195/469 [00:05<00:07, 36.98it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 42%|████▏ | 195/469 [00:05<00:07, 36.98it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 42%|████▏ | 196/469 [00:05<00:07, 37.00it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 42%|████▏ | 196/469 [00:05<00:07, 37.00it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 42%|████▏ | 197/469 [00:05<00:07, 37.02it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 42%|████▏ | 197/469 [00:05<00:07, 37.02it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 42%|████▏ | 198/469 [00:05<00:07, 37.04it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 42%|████▏ | 198/469 [00:05<00:07, 37.04it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 42%|████▏ | 199/469 [00:05<00:07, 37.06it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 42%|████▏ | 199/469 [00:05<00:07, 37.05it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 43%|████▎ | 200/469 [00:05<00:07, 37.09it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 43%|████▎ | 200/469 [00:05<00:07, 37.09it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 43%|████▎ | 201/469 [00:05<00:07, 37.11it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 43%|████▎ | 201/469 [00:05<00:07, 37.10it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 43%|████▎ | 202/469 [00:05<00:07, 37.14it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 43%|████▎ | 202/469 [00:05<00:07, 37.14it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 43%|████▎ | 203/469 [00:05<00:07, 37.16it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 43%|████▎ | 203/469 [00:05<00:07, 37.16it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 43%|████▎ | 204/469 [00:05<00:07, 37.18it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 43%|████▎ | 204/469 [00:05<00:07, 37.17it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 44%|████▎ | 205/469 [00:05<00:07, 37.19it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 44%|████▎ | 205/469 [00:05<00:07, 37.19it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 44%|████▍ | 206/469 [00:05<00:07, 37.21it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 44%|████▍ | 206/469 [00:05<00:07, 37.21it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 44%|████▍ | 207/469 [00:05<00:07, 37.24it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 44%|████▍ | 207/469 [00:05<00:07, 37.24it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 44%|████▍ | 208/469 [00:05<00:07, 37.26it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 44%|████▍ | 208/469 [00:05<00:07, 37.25it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 45%|████▍ | 209/469 [00:05<00:06, 37.29it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 45%|████▍ | 209/469 [00:05<00:06, 37.29it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 45%|████▍ | 210/469 [00:05<00:06, 37.29it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 45%|████▍ | 210/469 [00:05<00:06, 37.28it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 45%|████▍ | 211/469 [00:05<00:06, 37.32it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 45%|████▍ | 211/469 [00:05<00:06, 37.31it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 45%|████▌ | 212/469 [00:05<00:06, 37.36it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 45%|████▌ | 212/469 [00:05<00:06, 37.35it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 45%|████▌ | 213/469 [00:05<00:06, 37.37it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 45%|████▌ | 213/469 [00:05<00:06, 37.36it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 46%|████▌ | 214/469 [00:05<00:06, 37.40it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 46%|████▌ | 214/469 [00:05<00:06, 37.40it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 46%|████▌ | 215/469 [00:05<00:06, 37.41it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 46%|████▌ | 215/469 [00:05<00:06, 37.40it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 46%|████▌ | 216/469 [00:05<00:06, 37.44it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 46%|████▌ | 216/469 [00:05<00:06, 37.44it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 46%|████▋ | 217/469 [00:05<00:06, 37.44it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 46%|████▋ | 217/469 [00:05<00:06, 37.44it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 46%|████▋ | 218/469 [00:05<00:06, 37.47it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 46%|████▋ | 218/469 [00:05<00:06, 37.47it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 47%|████▋ | 219/469 [00:05<00:06, 37.48it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 47%|████▋ | 219/469 [00:05<00:06, 37.48it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 47%|████▋ | 220/469 [00:05<00:06, 37.51it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 47%|████▋ | 220/469 [00:05<00:06, 37.51it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 47%|████▋ | 221/469 [00:05<00:06, 37.52it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 47%|████▋ | 221/469 [00:05<00:06, 37.52it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 47%|████▋ | 222/469 [00:05<00:06, 37.55it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 47%|████▋ | 222/469 [00:05<00:06, 37.55it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 48%|████▊ | 223/469 [00:05<00:06, 37.57it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 48%|████▊ | 223/469 [00:05<00:06, 37.56it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 48%|████▊ | 224/469 [00:05<00:06, 37.60it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 48%|████▊ | 224/469 [00:05<00:06, 37.59it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 48%|████▊ | 225/469 [00:05<00:06, 37.61it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 48%|████▊ | 225/469 [00:05<00:06, 37.60it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 48%|████▊ | 226/469 [00:06<00:06, 37.63it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 48%|████▊ | 226/469 [00:06<00:06, 37.63it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 48%|████▊ | 227/469 [00:06<00:06, 37.64it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 48%|████▊ | 227/469 [00:06<00:06, 37.64it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 49%|████▊ | 228/469 [00:06<00:06, 37.67it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 49%|████▊ | 228/469 [00:06<00:06, 37.67it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 49%|████▉ | 229/469 [00:06<00:06, 37.68it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 49%|████▉ | 229/469 [00:06<00:06, 37.68it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 49%|████▉ | 230/469 [00:06<00:06, 37.71it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 49%|████▉ | 230/469 [00:06<00:06, 37.70it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 49%|████▉ | 231/469 [00:06<00:06, 37.72it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 49%|████▉ | 231/469 [00:06<00:06, 37.71it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 49%|████▉ | 232/469 [00:06<00:06, 37.75it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 49%|████▉ | 232/469 [00:06<00:06, 37.74it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 50%|████▉ | 233/469 [00:06<00:06, 37.76it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 50%|████▉ | 233/469 [00:06<00:06, 37.75it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 50%|████▉ | 234/469 [00:06<00:06, 37.78it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 50%|████▉ | 234/469 [00:06<00:06, 37.78it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 50%|█████ | 235/469 [00:06<00:06, 37.79it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 50%|█████ | 235/469 [00:06<00:06, 37.79it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 50%|█████ | 236/469 [00:06<00:06, 37.82it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 50%|█████ | 236/469 [00:06<00:06, 37.82it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 51%|█████ | 237/469 [00:06<00:06, 37.83it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 51%|█████ | 237/469 [00:06<00:06, 37.83it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 51%|█████ | 238/469 [00:06<00:06, 37.86it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 51%|█████ | 238/469 [00:06<00:06, 37.85it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 51%|█████ | 239/469 [00:06<00:06, 37.87it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 51%|█████ | 239/469 [00:06<00:06, 37.86it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 51%|█████ | 240/469 [00:06<00:06, 37.89it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 51%|█████ | 240/469 [00:06<00:06, 37.89it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 51%|█████▏ | 241/469 [00:06<00:06, 37.89it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 51%|█████▏ | 241/469 [00:06<00:06, 37.89it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 52%|█████▏ | 242/469 [00:06<00:05, 37.92it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 52%|█████▏ | 242/469 [00:06<00:05, 37.92it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 52%|█████▏ | 243/469 [00:06<00:05, 37.93it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 52%|█████▏ | 243/469 [00:06<00:05, 37.93it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 52%|█████▏ | 244/469 [00:06<00:05, 37.95it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 52%|█████▏ | 244/469 [00:06<00:05, 37.95it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 52%|█████▏ | 245/469 [00:06<00:05, 37.96it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 52%|█████▏ | 245/469 [00:06<00:05, 37.95it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 52%|█████▏ | 246/469 [00:06<00:05, 37.99it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 52%|█████▏ | 246/469 [00:06<00:05, 37.98it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 53%|█████▎ | 247/469 [00:06<00:05, 37.99it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 53%|█████▎ | 247/469 [00:06<00:05, 37.99it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 53%|█████▎ | 248/469 [00:06<00:05, 38.02it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 53%|█████▎ | 248/469 [00:06<00:05, 38.01it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 53%|█████▎ | 249/469 [00:06<00:05, 38.02it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 53%|█████▎ | 249/469 [00:06<00:05, 38.02it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 53%|█████▎ | 250/469 [00:06<00:05, 38.05it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 53%|█████▎ | 250/469 [00:06<00:05, 38.04it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 54%|█████▎ | 251/469 [00:06<00:05, 38.05it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 54%|█████▎ | 251/469 [00:06<00:05, 38.04it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 54%|█████▎ | 252/469 [00:06<00:05, 38.08it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 54%|█████▎ | 252/469 [00:06<00:05, 38.07it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 54%|█████▍ | 253/469 [00:06<00:05, 38.09it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 54%|█████▍ | 253/469 [00:06<00:05, 38.08it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 54%|█████▍ | 254/469 [00:06<00:05, 38.11it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 54%|█████▍ | 254/469 [00:06<00:05, 38.11it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 54%|█████▍ | 255/469 [00:06<00:05, 38.12it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 54%|█████▍ | 255/469 [00:06<00:05, 38.11it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 55%|█████▍ | 256/469 [00:06<00:05, 38.14it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 55%|█████▍ | 256/469 [00:06<00:05, 38.14it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 55%|█████▍ | 257/469 [00:06<00:05, 38.15it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 55%|█████▍ | 257/469 [00:06<00:05, 38.14it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 55%|█████▌ | 258/469 [00:06<00:05, 38.17it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 55%|█████▌ | 258/469 [00:06<00:05, 38.17it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 55%|█████▌ | 259/469 [00:06<00:05, 38.18it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 55%|█████▌ | 259/469 [00:06<00:05, 38.18it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 55%|█████▌ | 260/469 [00:06<00:05, 38.20it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 55%|█████▌ | 260/469 [00:06<00:05, 38.20it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 56%|█████▌ | 261/469 [00:06<00:05, 38.21it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 56%|█████▌ | 261/469 [00:06<00:05, 38.21it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 56%|█████▌ | 262/469 [00:06<00:05, 38.24it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 56%|█████▌ | 262/469 [00:06<00:05, 38.23it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 56%|█████▌ | 263/469 [00:06<00:05, 38.24it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 56%|█████▌ | 263/469 [00:06<00:05, 38.24it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 56%|█████▋ | 264/469 [00:06<00:05, 38.26it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 56%|█████▋ | 264/469 [00:06<00:05, 38.26it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 57%|█████▋ | 265/469 [00:06<00:05, 38.27it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 57%|█████▋ | 265/469 [00:06<00:05, 38.27it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 57%|█████▋ | 266/469 [00:06<00:05, 38.30it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 57%|█████▋ | 266/469 [00:06<00:05, 38.29it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 57%|█████▋ | 267/469 [00:06<00:05, 38.30it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 57%|█████▋ | 267/469 [00:06<00:05, 38.30it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 57%|█████▋ | 268/469 [00:06<00:05, 38.32it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 57%|█████▋ | 268/469 [00:06<00:05, 38.32it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 57%|█████▋ | 269/469 [00:07<00:05, 38.33it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 57%|█████▋ | 269/469 [00:07<00:05, 38.33it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 58%|█████▊ | 270/469 [00:07<00:05, 38.34it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 58%|█████▊ | 270/469 [00:07<00:05, 38.34it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 58%|█████▊ | 271/469 [00:07<00:05, 38.36it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 58%|█████▊ | 271/469 [00:07<00:05, 38.36it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 58%|█████▊ | 272/469 [00:07<00:05, 38.37it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 58%|█████▊ | 272/469 [00:07<00:05, 38.36it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 58%|█████▊ | 273/469 [00:07<00:05, 38.39it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 58%|█████▊ | 273/469 [00:07<00:05, 38.39it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 58%|█████▊ | 274/469 [00:07<00:05, 38.40it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 58%|█████▊ | 274/469 [00:07<00:05, 38.39it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 59%|█████▊ | 275/469 [00:07<00:05, 38.42it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 59%|█████▊ | 275/469 [00:07<00:05, 38.42it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 59%|█████▉ | 276/469 [00:07<00:05, 38.43it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 59%|█████▉ | 276/469 [00:07<00:05, 38.43it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 59%|█████▉ | 277/469 [00:07<00:04, 38.45it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 59%|█████▉ | 277/469 [00:07<00:04, 38.45it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 59%|█████▉ | 278/469 [00:07<00:04, 38.47it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 59%|█████▉ | 278/469 [00:07<00:04, 38.47it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 59%|█████▉ | 279/469 [00:07<00:04, 38.47it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 59%|█████▉ | 279/469 [00:07<00:04, 38.47it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 60%|█████▉ | 280/469 [00:07<00:04, 38.47it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 60%|█████▉ | 280/469 [00:07<00:04, 38.47it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 60%|█████▉ | 281/469 [00:07<00:04, 38.48it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 60%|█████▉ | 281/469 [00:07<00:04, 38.47it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 60%|██████ | 282/469 [00:07<00:04, 38.50it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 60%|██████ | 282/469 [00:07<00:04, 38.50it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 60%|██████ | 283/469 [00:07<00:04, 38.50it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 60%|██████ | 283/469 [00:07<00:04, 38.50it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 61%|██████ | 284/469 [00:07<00:04, 38.52it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 61%|██████ | 284/469 [00:07<00:04, 38.52it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 61%|██████ | 285/469 [00:07<00:04, 38.53it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 61%|██████ | 285/469 [00:07<00:04, 38.53it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 61%|██████ | 286/469 [00:07<00:04, 38.55it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 61%|██████ | 286/469 [00:07<00:04, 38.55it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 61%|██████ | 287/469 [00:07<00:04, 38.57it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 61%|██████ | 287/469 [00:07<00:04, 38.57it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 61%|██████▏ | 288/469 [00:07<00:04, 38.57it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 61%|██████▏ | 288/469 [00:07<00:04, 38.57it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 62%|██████▏ | 289/469 [00:07<00:04, 38.57it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 62%|██████▏ | 289/469 [00:07<00:04, 38.56it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 62%|██████▏ | 290/469 [00:07<00:04, 38.59it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 62%|██████▏ | 290/469 [00:07<00:04, 38.58it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 62%|██████▏ | 291/469 [00:07<00:04, 38.59it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 62%|██████▏ | 291/469 [00:07<00:04, 38.59it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 62%|██████▏ | 292/469 [00:07<00:04, 38.61it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 62%|██████▏ | 292/469 [00:07<00:04, 38.61it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 62%|██████▏ | 293/469 [00:07<00:04, 38.62it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 62%|██████▏ | 293/469 [00:07<00:04, 38.61it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 63%|██████▎ | 294/469 [00:07<00:04, 38.64it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 63%|██████▎ | 294/469 [00:07<00:04, 38.63it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 63%|██████▎ | 295/469 [00:07<00:04, 38.64it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 63%|██████▎ | 295/469 [00:07<00:04, 38.63it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 63%|██████▎ | 296/469 [00:07<00:04, 38.66it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 63%|██████▎ | 296/469 [00:07<00:04, 38.66it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 63%|██████▎ | 297/469 [00:07<00:04, 38.68it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 63%|██████▎ | 297/469 [00:07<00:04, 38.68it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 64%|██████▎ | 298/469 [00:07<00:04, 38.69it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 64%|██████▎ | 298/469 [00:07<00:04, 38.68it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 64%|██████▍ | 299/469 [00:07<00:04, 38.69it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 64%|██████▍ | 299/469 [00:07<00:04, 38.69it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 64%|██████▍ | 300/469 [00:07<00:04, 38.70it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 64%|██████▍ | 300/469 [00:07<00:04, 38.69it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 64%|██████▍ | 301/469 [00:07<00:04, 38.72it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 64%|██████▍ | 301/469 [00:07<00:04, 38.72it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 64%|██████▍ | 302/469 [00:07<00:04, 38.72it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 64%|██████▍ | 302/469 [00:07<00:04, 38.72it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 65%|██████▍ | 303/469 [00:07<00:04, 38.74it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 65%|██████▍ | 303/469 [00:07<00:04, 38.74it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 65%|██████▍ | 304/469 [00:07<00:04, 38.74it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 65%|██████▍ | 304/469 [00:07<00:04, 38.74it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 65%|██████▌ | 305/469 [00:07<00:04, 38.76it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 65%|██████▌ | 305/469 [00:07<00:04, 38.76it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 65%|██████▌ | 306/469 [00:07<00:04, 38.77it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 65%|██████▌ | 306/469 [00:07<00:04, 38.77it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 65%|██████▌ | 307/469 [00:07<00:04, 38.79it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 65%|██████▌ | 307/469 [00:07<00:04, 38.79it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 66%|██████▌ | 308/469 [00:07<00:04, 38.80it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 66%|██████▌ | 308/469 [00:07<00:04, 38.79it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 66%|██████▌ | 309/469 [00:07<00:04, 38.80it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 66%|██████▌ | 309/469 [00:07<00:04, 38.79it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 66%|██████▌ | 310/469 [00:07<00:04, 38.82it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 66%|██████▌ | 310/469 [00:07<00:04, 38.81it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 66%|██████▋ | 311/469 [00:08<00:04, 38.82it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 66%|██████▋ | 311/469 [00:08<00:04, 38.81it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 67%|██████▋ | 312/469 [00:08<00:04, 38.83it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 67%|██████▋ | 312/469 [00:08<00:04, 38.83it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 67%|██████▋ | 313/469 [00:08<00:04, 38.84it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 67%|██████▋ | 313/469 [00:08<00:04, 38.84it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 67%|██████▋ | 314/469 [00:08<00:03, 38.85it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 67%|██████▋ | 314/469 [00:08<00:03, 38.85it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 67%|██████▋ | 315/469 [00:08<00:03, 38.85it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 67%|██████▋ | 315/469 [00:08<00:03, 38.85it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 67%|██████▋ | 316/469 [00:08<00:03, 38.85it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 67%|██████▋ | 316/469 [00:08<00:03, 38.85it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 68%|██████▊ | 317/469 [00:08<00:03, 38.86it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 68%|██████▊ | 317/469 [00:08<00:03, 38.86it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 68%|██████▊ | 318/469 [00:08<00:03, 38.87it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 68%|██████▊ | 318/469 [00:08<00:03, 38.87it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 68%|██████▊ | 319/469 [00:08<00:03, 38.88it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 68%|██████▊ | 319/469 [00:08<00:03, 38.88it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 68%|██████▊ | 320/469 [00:08<00:03, 38.89it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 68%|██████▊ | 320/469 [00:08<00:03, 38.89it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 68%|██████▊ | 321/469 [00:08<00:03, 38.90it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 68%|██████▊ | 321/469 [00:08<00:03, 38.90it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 69%|██████▊ | 322/469 [00:08<00:03, 38.92it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 69%|██████▊ | 322/469 [00:08<00:03, 38.92it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 69%|██████▉ | 323/469 [00:08<00:03, 38.93it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 69%|██████▉ | 323/469 [00:08<00:03, 38.93it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 69%|██████▉ | 324/469 [00:08<00:03, 38.95it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 69%|██████▉ | 324/469 [00:08<00:03, 38.95it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 69%|██████▉ | 325/469 [00:08<00:03, 38.95it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 69%|██████▉ | 325/469 [00:08<00:03, 38.95it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 70%|██████▉ | 326/469 [00:08<00:03, 38.97it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 70%|██████▉ | 326/469 [00:08<00:03, 38.97it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 70%|██████▉ | 327/469 [00:08<00:03, 38.97it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 70%|██████▉ | 327/469 [00:08<00:03, 38.97it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 70%|██████▉ | 328/469 [00:08<00:03, 38.99it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 70%|██████▉ | 328/469 [00:08<00:03, 38.99it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 70%|███████ | 329/469 [00:08<00:03, 38.99it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 70%|███████ | 329/469 [00:08<00:03, 38.99it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 70%|███████ | 330/469 [00:08<00:03, 39.01it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 70%|███████ | 330/469 [00:08<00:03, 39.01it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 71%|███████ | 331/469 [00:08<00:03, 39.01it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 71%|███████ | 331/469 [00:08<00:03, 39.01it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 71%|███████ | 332/469 [00:08<00:03, 39.03it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 71%|███████ | 332/469 [00:08<00:03, 39.03it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 71%|███████ | 333/469 [00:08<00:03, 39.03it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 71%|███████ | 333/469 [00:08<00:03, 39.03it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 71%|███████ | 334/469 [00:08<00:03, 39.05it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 71%|███████ | 334/469 [00:08<00:03, 39.05it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 71%|███████▏ | 335/469 [00:08<00:03, 39.05it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 71%|███████▏ | 335/469 [00:08<00:03, 39.05it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 72%|███████▏ | 336/469 [00:08<00:03, 39.07it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 72%|███████▏ | 336/469 [00:08<00:03, 39.06it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 72%|███████▏ | 337/469 [00:08<00:03, 39.07it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 72%|███████▏ | 337/469 [00:08<00:03, 39.07it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 72%|███████▏ | 338/469 [00:08<00:03, 39.09it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 72%|███████▏ | 338/469 [00:08<00:03, 39.08it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 72%|███████▏ | 339/469 [00:08<00:03, 39.10it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 72%|███████▏ | 339/469 [00:08<00:03, 39.10it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 72%|███████▏ | 340/469 [00:08<00:03, 39.12it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 72%|███████▏ | 340/469 [00:08<00:03, 39.12it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 73%|███████▎ | 341/469 [00:08<00:03, 39.12it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 73%|███████▎ | 341/469 [00:08<00:03, 39.12it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 73%|███████▎ | 342/469 [00:08<00:03, 39.14it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 73%|███████▎ | 342/469 [00:08<00:03, 39.14it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 73%|███████▎ | 343/469 [00:08<00:03, 39.14it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 73%|███████▎ | 343/469 [00:08<00:03, 39.14it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 73%|███████▎ | 344/469 [00:08<00:03, 39.16it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 73%|███████▎ | 344/469 [00:08<00:03, 39.16it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 74%|███████▎ | 345/469 [00:08<00:03, 39.16it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 74%|███████▎ | 345/469 [00:08<00:03, 39.16it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 74%|███████▍ | 346/469 [00:08<00:03, 39.18it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 74%|███████▍ | 346/469 [00:08<00:03, 39.17it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 74%|███████▍ | 347/469 [00:08<00:03, 39.18it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 74%|███████▍ | 347/469 [00:08<00:03, 39.18it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 74%|███████▍ | 348/469 [00:08<00:03, 39.20it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 74%|███████▍ | 348/469 [00:08<00:03, 39.19it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 74%|███████▍ | 349/469 [00:08<00:03, 39.20it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 74%|███████▍ | 349/469 [00:08<00:03, 39.20it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 75%|███████▍ | 350/469 [00:08<00:03, 39.21it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 75%|███████▍ | 350/469 [00:08<00:03, 39.21it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 75%|███████▍ | 351/469 [00:08<00:03, 39.21it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 75%|███████▍ | 351/469 [00:08<00:03, 39.20it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 75%|███████▌ | 352/469 [00:08<00:02, 39.22it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 75%|███████▌ | 352/469 [00:08<00:02, 39.22it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 75%|███████▌ | 353/469 [00:08<00:02, 39.22it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 75%|███████▌ | 353/469 [00:09<00:02, 39.22it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 75%|███████▌ | 354/469 [00:09<00:02, 39.24it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 75%|███████▌ | 354/469 [00:09<00:02, 39.24it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 76%|███████▌ | 355/469 [00:09<00:02, 39.26it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 76%|███████▌ | 355/469 [00:09<00:02, 39.25it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 76%|███████▌ | 356/469 [00:09<00:02, 39.26it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 76%|███████▌ | 356/469 [00:09<00:02, 39.26it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 76%|███████▌ | 357/469 [00:09<00:02, 39.27it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 76%|███████▌ | 357/469 [00:09<00:02, 39.27it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 76%|███████▋ | 358/469 [00:09<00:02, 39.29it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 76%|███████▋ | 358/469 [00:09<00:02, 39.29it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 77%|███████▋ | 359/469 [00:09<00:02, 39.29it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 77%|███████▋ | 359/469 [00:09<00:02, 39.29it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 77%|███████▋ | 360/469 [00:09<00:02, 39.31it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 77%|███████▋ | 360/469 [00:09<00:02, 39.30it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 77%|███████▋ | 361/469 [00:09<00:02, 39.31it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 77%|███████▋ | 361/469 [00:09<00:02, 39.31it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 77%|███████▋ | 362/469 [00:09<00:02, 39.32it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 77%|███████▋ | 362/469 [00:09<00:02, 39.32it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 77%|███████▋ | 363/469 [00:09<00:02, 39.33it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 77%|███████▋ | 363/469 [00:09<00:02, 39.32it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 78%|███████▊ | 364/469 [00:09<00:02, 39.34it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 78%|███████▊ | 364/469 [00:09<00:02, 39.34it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 78%|███████▊ | 365/469 [00:09<00:02, 39.34it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 78%|███████▊ | 365/469 [00:09<00:02, 39.34it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 78%|███████▊ | 366/469 [00:09<00:02, 39.35it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 78%|███████▊ | 366/469 [00:09<00:02, 39.35it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 78%|███████▊ | 367/469 [00:09<00:02, 39.36it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 78%|███████▊ | 367/469 [00:09<00:02, 39.35it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 78%|███████▊ | 368/469 [00:09<00:02, 39.37it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 78%|███████▊ | 368/469 [00:09<00:02, 39.37it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 79%|███████▊ | 369/469 [00:09<00:02, 39.37it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 79%|███████▊ | 369/469 [00:09<00:02, 39.37it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 79%|███████▉ | 370/469 [00:09<00:02, 39.38it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 79%|███████▉ | 370/469 [00:09<00:02, 39.38it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 79%|███████▉ | 371/469 [00:09<00:02, 39.39it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 79%|███████▉ | 371/469 [00:09<00:02, 39.38it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 79%|███████▉ | 372/469 [00:09<00:02, 39.40it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 79%|███████▉ | 372/469 [00:09<00:02, 39.40it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 80%|███████▉ | 373/469 [00:09<00:02, 39.40it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 80%|███████▉ | 373/469 [00:09<00:02, 39.40it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 80%|███████▉ | 374/469 [00:09<00:02, 39.42it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 80%|███████▉ | 374/469 [00:09<00:02, 39.41it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 80%|███████▉ | 375/469 [00:09<00:02, 39.43it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 80%|███████▉ | 375/469 [00:09<00:02, 39.43it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 80%|████████ | 376/469 [00:09<00:02, 39.43it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 80%|████████ | 376/469 [00:09<00:02, 39.43it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 80%|████████ | 377/469 [00:09<00:02, 39.43it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 80%|████████ | 377/469 [00:09<00:02, 39.43it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 81%|████████ | 378/469 [00:09<00:02, 39.45it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 81%|████████ | 378/469 [00:09<00:02, 39.44it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 81%|████████ | 379/469 [00:09<00:02, 39.45it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 81%|████████ | 379/469 [00:09<00:02, 39.45it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 81%|████████ | 380/469 [00:09<00:02, 39.46it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 81%|████████ | 380/469 [00:09<00:02, 39.46it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 81%|████████ | 381/469 [00:09<00:02, 39.46it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 81%|████████ | 381/469 [00:09<00:02, 39.46it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 81%|████████▏ | 382/469 [00:09<00:02, 39.48it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 81%|████████▏ | 382/469 [00:09<00:02, 39.48it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 82%|████████▏ | 383/469 [00:09<00:02, 39.48it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 82%|████████▏ | 383/469 [00:09<00:02, 39.48it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 82%|████████▏ | 384/469 [00:09<00:02, 39.49it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 82%|████████▏ | 384/469 [00:09<00:02, 39.49it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 82%|████████▏ | 385/469 [00:09<00:02, 39.50it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 82%|████████▏ | 385/469 [00:09<00:02, 39.49it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 82%|████████▏ | 386/469 [00:09<00:02, 39.51it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 82%|████████▏ | 386/469 [00:09<00:02, 39.51it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 83%|████████▎ | 387/469 [00:09<00:02, 39.51it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 83%|████████▎ | 387/469 [00:09<00:02, 39.51it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 83%|████████▎ | 388/469 [00:09<00:02, 39.52it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 83%|████████▎ | 388/469 [00:09<00:02, 39.52it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 83%|████████▎ | 389/469 [00:09<00:02, 39.53it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 83%|████████▎ | 389/469 [00:09<00:02, 39.52it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 83%|████████▎ | 390/469 [00:09<00:01, 39.54it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 83%|████████▎ | 390/469 [00:09<00:01, 39.54it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 83%|████████▎ | 391/469 [00:09<00:01, 39.54it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 83%|████████▎ | 391/469 [00:09<00:01, 39.54it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 84%|████████▎ | 392/469 [00:09<00:01, 39.56it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 84%|████████▎ | 392/469 [00:09<00:01, 39.55it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 84%|████████▍ | 393/469 [00:09<00:01, 39.56it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 84%|████████▍ | 393/469 [00:09<00:01, 39.56it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 84%|████████▍ | 394/469 [00:09<00:01, 39.57it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 84%|████████▍ | 394/469 [00:09<00:01, 39.57it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 84%|████████▍ | 395/469 [00:09<00:01, 39.57it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 84%|████████▍ | 395/469 [00:09<00:01, 39.57it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 84%|████████▍ | 396/469 [00:10<00:01, 39.58it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 84%|████████▍ | 396/469 [00:10<00:01, 39.58it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 85%|████████▍ | 397/469 [00:10<00:01, 39.59it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 85%|████████▍ | 397/469 [00:10<00:01, 39.58it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 85%|████████▍ | 398/469 [00:10<00:01, 39.60it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 85%|████████▍ | 398/469 [00:10<00:01, 39.60it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 85%|████████▌ | 399/469 [00:10<00:01, 39.60it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 85%|████████▌ | 399/469 [00:10<00:01, 39.60it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 85%|████████▌ | 400/469 [00:10<00:01, 39.60it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 85%|████████▌ | 400/469 [00:10<00:01, 39.60it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 86%|████████▌ | 401/469 [00:10<00:01, 39.61it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 86%|████████▌ | 401/469 [00:10<00:01, 39.61it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 86%|████████▌ | 402/469 [00:10<00:01, 39.61it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 86%|████████▌ | 402/469 [00:10<00:01, 39.61it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 86%|████████▌ | 403/469 [00:10<00:01, 39.62it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 86%|████████▌ | 403/469 [00:10<00:01, 39.62it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 86%|████████▌ | 404/469 [00:10<00:01, 39.62it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 86%|████████▌ | 404/469 [00:10<00:01, 39.62it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 86%|████████▋ | 405/469 [00:10<00:01, 39.63it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 86%|████████▋ | 405/469 [00:10<00:01, 39.63it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 87%|████████▋ | 406/469 [00:10<00:01, 39.63it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 87%|████████▋ | 406/469 [00:10<00:01, 39.63it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 87%|████████▋ | 407/469 [00:10<00:01, 39.64it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 87%|████████▋ | 407/469 [00:10<00:01, 39.64it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 87%|████████▋ | 408/469 [00:10<00:01, 39.64it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 87%|████████▋ | 408/469 [00:10<00:01, 39.64it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 87%|████████▋ | 409/469 [00:10<00:01, 39.65it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 87%|████████▋ | 409/469 [00:10<00:01, 39.65it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 87%|████████▋ | 410/469 [00:10<00:01, 39.65it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 87%|████████▋ | 410/469 [00:10<00:01, 39.65it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 88%|████████▊ | 411/469 [00:10<00:01, 39.66it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 88%|████████▊ | 411/469 [00:10<00:01, 39.65it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 88%|████████▊ | 412/469 [00:10<00:01, 39.66it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 88%|████████▊ | 412/469 [00:10<00:01, 39.66it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 88%|████████▊ | 413/469 [00:10<00:01, 39.67it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 88%|████████▊ | 413/469 [00:10<00:01, 39.67it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 88%|████████▊ | 414/469 [00:10<00:01, 39.67it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 88%|████████▊ | 414/469 [00:10<00:01, 39.67it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 88%|████████▊ | 415/469 [00:10<00:01, 39.68it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 88%|████████▊ | 415/469 [00:10<00:01, 39.68it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 89%|████████▊ | 416/469 [00:10<00:01, 39.68it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 89%|████████▊ | 416/469 [00:10<00:01, 39.68it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 89%|████████▉ | 417/469 [00:10<00:01, 39.69it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 89%|████████▉ | 417/469 [00:10<00:01, 39.69it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 89%|████████▉ | 418/469 [00:10<00:01, 39.69it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 89%|████████▉ | 418/469 [00:10<00:01, 39.69it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 89%|████████▉ | 419/469 [00:10<00:01, 39.70it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 89%|████████▉ | 419/469 [00:10<00:01, 39.69it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 90%|████████▉ | 420/469 [00:10<00:01, 39.70it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 90%|████████▉ | 420/469 [00:10<00:01, 39.70it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 90%|████████▉ | 421/469 [00:10<00:01, 39.71it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 90%|████████▉ | 421/469 [00:10<00:01, 39.70it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 90%|████████▉ | 422/469 [00:10<00:01, 39.71it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 90%|████████▉ | 422/469 [00:10<00:01, 39.71it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 90%|█████████ | 423/469 [00:10<00:01, 39.72it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 90%|█████████ | 423/469 [00:10<00:01, 39.72it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 90%|█████████ | 424/469 [00:10<00:01, 39.72it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 90%|█████████ | 424/469 [00:10<00:01, 39.72it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 91%|█████████ | 425/469 [00:10<00:01, 39.73it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 91%|█████████ | 425/469 [00:10<00:01, 39.73it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 91%|█████████ | 426/469 [00:10<00:01, 39.73it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 91%|█████████ | 426/469 [00:10<00:01, 39.73it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 91%|█████████ | 427/469 [00:10<00:01, 39.74it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 91%|█████████ | 427/469 [00:10<00:01, 39.74it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 91%|█████████▏| 428/469 [00:10<00:01, 39.74it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 91%|█████████▏| 428/469 [00:10<00:01, 39.74it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 91%|█████████▏| 429/469 [00:10<00:01, 39.75it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 91%|█████████▏| 429/469 [00:10<00:01, 39.75it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 92%|█████████▏| 430/469 [00:10<00:00, 39.75it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 92%|█████████▏| 430/469 [00:10<00:00, 39.75it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 92%|█████████▏| 431/469 [00:10<00:00, 39.76it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 92%|█████████▏| 431/469 [00:10<00:00, 39.76it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 92%|█████████▏| 432/469 [00:10<00:00, 39.76it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 92%|█████████▏| 432/469 [00:10<00:00, 39.76it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 92%|█████████▏| 433/469 [00:10<00:00, 39.77it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 92%|█████████▏| 433/469 [00:10<00:00, 39.77it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 93%|█████████▎| 434/469 [00:10<00:00, 39.77it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 93%|█████████▎| 434/469 [00:10<00:00, 39.77it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 93%|█████████▎| 435/469 [00:10<00:00, 39.78it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 93%|█████████▎| 435/469 [00:10<00:00, 39.78it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 93%|█████████▎| 436/469 [00:10<00:00, 39.78it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 93%|█████████▎| 436/469 [00:10<00:00, 39.78it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 93%|█████████▎| 437/469 [00:10<00:00, 39.79it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 93%|█████████▎| 437/469 [00:10<00:00, 39.79it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 93%|█████████▎| 438/469 [00:11<00:00, 39.79it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 93%|█████████▎| 438/469 [00:11<00:00, 39.79it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 94%|█████████▎| 439/469 [00:11<00:00, 39.80it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 94%|█████████▎| 439/469 [00:11<00:00, 39.79it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 94%|█████████▍| 440/469 [00:11<00:00, 39.80it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 94%|█████████▍| 440/469 [00:11<00:00, 39.80it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 94%|█████████▍| 441/469 [00:11<00:00, 39.81it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 94%|█████████▍| 441/469 [00:11<00:00, 39.80it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 94%|█████████▍| 442/469 [00:11<00:00, 39.80it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 94%|█████████▍| 442/469 [00:11<00:00, 39.80it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 94%|█████████▍| 443/469 [00:11<00:00, 39.80it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 94%|█████████▍| 443/469 [00:11<00:00, 39.80it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 95%|█████████▍| 444/469 [00:11<00:00, 39.81it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 95%|█████████▍| 444/469 [00:11<00:00, 39.81it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 95%|█████████▍| 445/469 [00:11<00:00, 39.81it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 95%|█████████▍| 445/469 [00:11<00:00, 39.81it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 95%|█████████▌| 446/469 [00:11<00:00, 39.81it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 95%|█████████▌| 446/469 [00:11<00:00, 39.81it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 95%|█████████▌| 447/469 [00:11<00:00, 39.82it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 95%|█████████▌| 447/469 [00:11<00:00, 39.82it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 96%|█████████▌| 448/469 [00:11<00:00, 39.82it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 96%|█████████▌| 448/469 [00:11<00:00, 39.82it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 96%|█████████▌| 449/469 [00:11<00:00, 39.81it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 96%|█████████▌| 449/469 [00:11<00:00, 39.81it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 96%|█████████▌| 450/469 [00:11<00:00, 39.82it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 96%|█████████▌| 450/469 [00:11<00:00, 39.82it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 96%|█████████▌| 451/469 [00:11<00:00, 39.85it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 96%|█████████▌| 451/469 [00:11<00:00, 39.85it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 96%|█████████▋| 452/469 [00:11<00:00, 39.88it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 96%|█████████▋| 452/469 [00:11<00:00, 39.88it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 97%|█████████▋| 453/469 [00:11<00:00, 39.91it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 97%|█████████▋| 453/469 [00:11<00:00, 39.91it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 97%|█████████▋| 454/469 [00:11<00:00, 39.95it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 97%|█████████▋| 454/469 [00:11<00:00, 39.94it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 97%|█████████▋| 455/469 [00:11<00:00, 39.98it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 97%|█████████▋| 455/469 [00:11<00:00, 39.98it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 97%|█████████▋| 456/469 [00:11<00:00, 40.01it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 97%|█████████▋| 456/469 [00:11<00:00, 40.01it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 97%|█████████▋| 457/469 [00:11<00:00, 40.04it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 97%|█████████▋| 457/469 [00:11<00:00, 40.04it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 98%|█████████▊| 458/469 [00:11<00:00, 40.07it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 98%|█████████▊| 458/469 [00:11<00:00, 40.07it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 98%|█████████▊| 459/469 [00:11<00:00, 40.11it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 98%|█████████▊| 459/469 [00:11<00:00, 40.10it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 98%|█████████▊| 460/469 [00:11<00:00, 40.14it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 98%|█████████▊| 460/469 [00:11<00:00, 40.14it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 98%|█████████▊| 461/469 [00:11<00:00, 40.17it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 98%|█████████▊| 461/469 [00:11<00:00, 40.17it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 99%|█████████▊| 462/469 [00:11<00:00, 40.20it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 99%|█████████▊| 462/469 [00:11<00:00, 40.20it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 99%|█████████▊| 463/469 [00:11<00:00, 40.23it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 99%|█████████▊| 463/469 [00:11<00:00, 40.23it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 99%|█████████▉| 464/469 [00:11<00:00, 40.27it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 99%|█████████▉| 464/469 [00:11<00:00, 40.27it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 99%|█████████▉| 465/469 [00:11<00:00, 40.30it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 99%|█████████▉| 465/469 [00:11<00:00, 40.30it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 99%|█████████▉| 466/469 [00:11<00:00, 40.33it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 99%|█████████▉| 466/469 [00:11<00:00, 40.33it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 100%|█████████▉| 467/469 [00:11<00:00, 40.34it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 100%|█████████▉| 467/469 [00:11<00:00, 40.34it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 100%|█████████▉| 468/469 [00:11<00:00, 40.37it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 100%|█████████▉| 468/469 [00:11<00:00, 40.37it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 100%|██████████| 469/469 [00:11<00:00, 40.38it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 100%|██████████| 469/469 [00:11<00:00, 40.38it/s, v_num=8, acc1/train=0.958, f1/train=0.958, precision/train=0.958, recall/train=0.958, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
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Epoch 7: 100%|██████████| 469/469 [00:13<00:00, 35.82it/s, v_num=8, acc1/train=0.958, f1/train=0.958, precision/train=0.958, recall/train=0.958, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 7: 100%|██████████| 469/469 [00:13<00:00, 35.82it/s, v_num=8, acc1/train=0.958, f1/train=0.958, precision/train=0.958, recall/train=0.958, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
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Epoch 8: 0%| | 1/469 [00:00<04:59, 1.56it/s, v_num=8, acc1/train=0.958, f1/train=0.958, precision/train=0.958, recall/train=0.958, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 0%| | 1/469 [00:00<04:59, 1.56it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 0%| | 2/469 [00:00<02:33, 3.03it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 0%| | 2/469 [00:00<02:34, 3.03it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 1%| | 3/469 [00:00<01:47, 4.35it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 1%| | 3/469 [00:00<01:47, 4.35it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 1%| | 4/469 [00:00<01:22, 5.62it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 1%| | 4/469 [00:00<01:22, 5.61it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 1%| | 5/469 [00:00<01:08, 6.80it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 1%| | 5/469 [00:00<01:08, 6.80it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 1%|▏ | 6/469 [00:00<00:58, 7.90it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 1%|▏ | 6/469 [00:00<00:58, 7.89it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 1%|▏ | 7/469 [00:00<00:51, 8.97it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 1%|▏ | 7/469 [00:00<00:51, 8.97it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 2%|▏ | 8/469 [00:00<00:46, 9.96it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 2%|▏ | 8/469 [00:00<00:46, 9.95it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 2%|▏ | 9/469 [00:00<00:42, 10.87it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 2%|▏ | 9/469 [00:00<00:42, 10.86it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 2%|▏ | 10/469 [00:00<00:39, 11.72it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 2%|▏ | 10/469 [00:00<00:39, 11.72it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 2%|▏ | 11/469 [00:00<00:36, 12.50it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 2%|▏ | 11/469 [00:00<00:36, 12.49it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 3%|▎ | 12/469 [00:00<00:34, 13.29it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 3%|▎ | 12/469 [00:00<00:34, 13.28it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 3%|▎ | 13/469 [00:00<00:32, 14.01it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 3%|▎ | 13/469 [00:00<00:32, 14.00it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 3%|▎ | 14/469 [00:00<00:30, 14.70it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 3%|▎ | 14/469 [00:00<00:30, 14.70it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 3%|▎ | 15/469 [00:00<00:29, 15.36it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 3%|▎ | 15/469 [00:00<00:29, 15.36it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 3%|▎ | 16/469 [00:01<00:28, 15.97it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 3%|▎ | 16/469 [00:01<00:28, 15.96it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 4%|▎ | 17/469 [00:01<00:27, 16.62it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 4%|▎ | 17/469 [00:01<00:27, 16.62it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 4%|▍ | 18/469 [00:01<00:26, 17.19it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 4%|▍ | 18/469 [00:01<00:26, 17.19it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 4%|▍ | 19/469 [00:01<00:25, 17.75it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 4%|▍ | 19/469 [00:01<00:25, 17.74it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 4%|▍ | 20/469 [00:01<00:24, 18.27it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 4%|▍ | 20/469 [00:01<00:24, 18.26it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 4%|▍ | 21/469 [00:01<00:23, 18.77it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 4%|▍ | 21/469 [00:01<00:23, 18.77it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 5%|▍ | 22/469 [00:01<00:23, 19.26it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 5%|▍ | 22/469 [00:01<00:23, 19.25it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 5%|▍ | 23/469 [00:01<00:22, 19.70it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 5%|▍ | 23/469 [00:01<00:22, 19.70it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 5%|▌ | 24/469 [00:01<00:22, 20.14it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 5%|▌ | 24/469 [00:01<00:22, 20.14it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 5%|▌ | 25/469 [00:01<00:21, 20.57it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 5%|▌ | 25/469 [00:01<00:21, 20.56it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 6%|▌ | 26/469 [00:01<00:21, 20.97it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 6%|▌ | 26/469 [00:01<00:21, 20.96it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 6%|▌ | 27/469 [00:01<00:20, 21.36it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 6%|▌ | 27/469 [00:01<00:20, 21.35it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 6%|▌ | 28/469 [00:01<00:20, 21.74it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 6%|▌ | 28/469 [00:01<00:20, 21.73it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 6%|▌ | 29/469 [00:01<00:19, 22.11it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 6%|▌ | 29/469 [00:01<00:19, 22.10it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 6%|▋ | 30/469 [00:01<00:19, 22.45it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 6%|▋ | 30/469 [00:01<00:19, 22.44it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 7%|▋ | 31/469 [00:01<00:19, 22.79it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 7%|▋ | 31/469 [00:01<00:19, 22.79it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 7%|▋ | 32/469 [00:01<00:18, 23.13it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 7%|▋ | 32/469 [00:01<00:18, 23.12it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 7%|▋ | 33/469 [00:01<00:18, 23.44it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 7%|▋ | 33/469 [00:01<00:18, 23.43it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 7%|▋ | 34/469 [00:01<00:18, 23.73it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 7%|▋ | 34/469 [00:01<00:18, 23.72it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 7%|▋ | 35/469 [00:01<00:18, 24.02it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 7%|▋ | 35/469 [00:01<00:18, 24.01it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 8%|▊ | 36/469 [00:01<00:17, 24.30it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 8%|▊ | 36/469 [00:01<00:17, 24.29it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 8%|▊ | 37/469 [00:01<00:17, 24.57it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 8%|▊ | 37/469 [00:01<00:17, 24.56it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 8%|▊ | 38/469 [00:01<00:17, 24.84it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 8%|▊ | 38/469 [00:01<00:17, 24.83it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 8%|▊ | 39/469 [00:01<00:17, 25.10it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 8%|▊ | 39/469 [00:01<00:17, 25.09it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 9%|▊ | 40/469 [00:01<00:16, 25.35it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 9%|▊ | 40/469 [00:01<00:16, 25.34it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 9%|▊ | 41/469 [00:01<00:16, 25.59it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 9%|▊ | 41/469 [00:01<00:16, 25.58it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 9%|▉ | 42/469 [00:01<00:16, 25.83it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 9%|▉ | 42/469 [00:01<00:16, 25.82it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 9%|▉ | 43/469 [00:01<00:16, 26.06it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 9%|▉ | 43/469 [00:01<00:16, 26.05it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 9%|▉ | 44/469 [00:01<00:16, 26.28it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 9%|▉ | 44/469 [00:01<00:16, 26.27it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 10%|▉ | 45/469 [00:01<00:16, 26.50it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 10%|▉ | 45/469 [00:01<00:16, 26.49it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 10%|▉ | 46/469 [00:01<00:15, 26.71it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 10%|▉ | 46/469 [00:01<00:15, 26.70it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 10%|█ | 47/469 [00:01<00:15, 26.91it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 10%|█ | 47/469 [00:01<00:15, 26.90it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 10%|█ | 48/469 [00:01<00:15, 27.11it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 10%|█ | 48/469 [00:01<00:15, 27.10it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 10%|█ | 49/469 [00:01<00:15, 27.28it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 10%|█ | 49/469 [00:01<00:15, 27.27it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 11%|█ | 50/469 [00:01<00:15, 27.48it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 11%|█ | 50/469 [00:01<00:15, 27.47it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 11%|█ | 51/469 [00:01<00:15, 27.66it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 11%|█ | 51/469 [00:01<00:15, 27.65it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 11%|█ | 52/469 [00:01<00:14, 27.84it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 11%|█ | 52/469 [00:01<00:14, 27.84it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 11%|█▏ | 53/469 [00:01<00:14, 28.02it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 11%|█▏ | 53/469 [00:01<00:14, 28.01it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 12%|█▏ | 54/469 [00:01<00:14, 28.19it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 12%|█▏ | 54/469 [00:01<00:14, 28.18it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 12%|█▏ | 55/469 [00:01<00:14, 28.35it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 12%|█▏ | 55/469 [00:01<00:14, 28.35it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 12%|█▏ | 56/469 [00:01<00:14, 28.52it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 12%|█▏ | 56/469 [00:01<00:14, 28.51it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 12%|█▏ | 57/469 [00:01<00:14, 28.68it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 12%|█▏ | 57/469 [00:01<00:14, 28.67it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 12%|█▏ | 58/469 [00:02<00:14, 28.83it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 12%|█▏ | 58/469 [00:02<00:14, 28.83it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 13%|█▎ | 59/469 [00:02<00:14, 28.99it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 13%|█▎ | 59/469 [00:02<00:14, 28.98it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 13%|█▎ | 60/469 [00:02<00:14, 29.14it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 13%|█▎ | 60/469 [00:02<00:14, 29.13it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 13%|█▎ | 61/469 [00:02<00:13, 29.28it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 13%|█▎ | 61/469 [00:02<00:13, 29.28it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 13%|█▎ | 62/469 [00:02<00:13, 29.42it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 13%|█▎ | 62/469 [00:02<00:13, 29.42it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 13%|█▎ | 63/469 [00:02<00:13, 29.56it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 13%|█▎ | 63/469 [00:02<00:13, 29.56it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 14%|█▎ | 64/469 [00:02<00:13, 29.69it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 14%|█▎ | 64/469 [00:02<00:13, 29.69it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 14%|█▍ | 65/469 [00:02<00:13, 29.83it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 14%|█▍ | 65/469 [00:02<00:13, 29.83it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 14%|█▍ | 66/469 [00:02<00:13, 29.96it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 14%|█▍ | 66/469 [00:02<00:13, 29.96it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 14%|█▍ | 67/469 [00:02<00:13, 30.09it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 14%|█▍ | 67/469 [00:02<00:13, 30.08it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 14%|█▍ | 68/469 [00:02<00:13, 30.21it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 14%|█▍ | 68/469 [00:02<00:13, 30.20it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 15%|█▍ | 69/469 [00:02<00:13, 30.33it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 15%|█▍ | 69/469 [00:02<00:13, 30.32it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 15%|█▍ | 70/469 [00:02<00:13, 30.49it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 15%|█▍ | 70/469 [00:02<00:13, 30.49it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 15%|█▌ | 71/469 [00:02<00:13, 30.60it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 15%|█▌ | 71/469 [00:02<00:13, 30.59it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 15%|█▌ | 72/469 [00:02<00:12, 30.69it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 15%|█▌ | 72/469 [00:02<00:12, 30.68it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 16%|█▌ | 73/469 [00:02<00:12, 30.82it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 16%|█▌ | 73/469 [00:02<00:12, 30.81it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 16%|█▌ | 74/469 [00:02<00:12, 30.92it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 16%|█▌ | 74/469 [00:02<00:12, 30.91it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 16%|█▌ | 75/469 [00:02<00:12, 31.05it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 16%|█▌ | 75/469 [00:02<00:12, 31.05it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 16%|█▌ | 76/469 [00:02<00:12, 31.15it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 16%|█▌ | 76/469 [00:02<00:12, 31.14it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 16%|█▋ | 77/469 [00:02<00:12, 31.24it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 16%|█▋ | 77/469 [00:02<00:12, 31.23it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 17%|█▋ | 78/469 [00:02<00:12, 31.36it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 17%|█▋ | 78/469 [00:02<00:12, 31.36it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 17%|█▋ | 79/469 [00:02<00:12, 31.45it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 17%|█▋ | 79/469 [00:02<00:12, 31.44it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 17%|█▋ | 80/469 [00:02<00:12, 31.58it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 17%|█▋ | 80/469 [00:02<00:12, 31.57it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 17%|█▋ | 81/469 [00:02<00:12, 31.66it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 17%|█▋ | 81/469 [00:02<00:12, 31.65it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 17%|█▋ | 82/469 [00:02<00:12, 31.78it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 17%|█▋ | 82/469 [00:02<00:12, 31.77it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 18%|█▊ | 83/469 [00:02<00:12, 31.86it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 18%|█▊ | 83/469 [00:02<00:12, 31.85it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 18%|█▊ | 84/469 [00:02<00:12, 31.93it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 18%|█▊ | 84/469 [00:02<00:12, 31.92it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 18%|█▊ | 85/469 [00:02<00:11, 32.01it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 18%|█▊ | 85/469 [00:02<00:11, 32.00it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 18%|█▊ | 86/469 [00:02<00:11, 32.10it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 18%|█▊ | 86/469 [00:02<00:11, 32.09it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 19%|█▊ | 87/469 [00:02<00:11, 32.19it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 19%|█▊ | 87/469 [00:02<00:11, 32.19it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 19%|█▉ | 88/469 [00:02<00:11, 32.28it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 19%|█▉ | 88/469 [00:02<00:11, 32.28it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 19%|█▉ | 89/469 [00:02<00:11, 32.37it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 19%|█▉ | 89/469 [00:02<00:11, 32.37it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 19%|█▉ | 90/469 [00:02<00:11, 32.46it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 19%|█▉ | 90/469 [00:02<00:11, 32.45it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 19%|█▉ | 91/469 [00:02<00:11, 32.54it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 19%|█▉ | 91/469 [00:02<00:11, 32.53it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 20%|█▉ | 92/469 [00:02<00:11, 32.62it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 20%|█▉ | 92/469 [00:02<00:11, 32.62it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 20%|█▉ | 93/469 [00:02<00:11, 32.70it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 20%|█▉ | 93/469 [00:02<00:11, 32.70it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 20%|██ | 94/469 [00:02<00:11, 32.78it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 20%|██ | 94/469 [00:02<00:11, 32.78it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 20%|██ | 95/469 [00:02<00:11, 32.86it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 20%|██ | 95/469 [00:02<00:11, 32.86it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 20%|██ | 96/469 [00:02<00:11, 32.94it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 20%|██ | 96/469 [00:02<00:11, 32.93it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 21%|██ | 97/469 [00:02<00:11, 33.01it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 21%|██ | 97/469 [00:02<00:11, 33.01it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 21%|██ | 98/469 [00:02<00:11, 33.09it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 21%|██ | 98/469 [00:02<00:11, 33.08it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 21%|██ | 99/469 [00:02<00:11, 33.15it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 21%|██ | 99/469 [00:02<00:11, 33.15it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 21%|██▏ | 100/469 [00:03<00:11, 33.22it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 21%|██▏ | 100/469 [00:03<00:11, 33.22it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 22%|██▏ | 101/469 [00:03<00:11, 33.29it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 22%|██▏ | 101/469 [00:03<00:11, 33.29it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 22%|██▏ | 102/469 [00:03<00:10, 33.36it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 22%|██▏ | 102/469 [00:03<00:11, 33.36it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 22%|██▏ | 103/469 [00:03<00:10, 33.44it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 22%|██▏ | 103/469 [00:03<00:10, 33.43it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 22%|██▏ | 104/469 [00:03<00:10, 33.51it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 22%|██▏ | 104/469 [00:03<00:10, 33.50it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 22%|██▏ | 105/469 [00:03<00:10, 33.57it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 22%|██▏ | 105/469 [00:03<00:10, 33.56it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 23%|██▎ | 106/469 [00:03<00:10, 33.64it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 23%|██▎ | 106/469 [00:03<00:10, 33.63it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 23%|██▎ | 107/469 [00:03<00:10, 33.71it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 23%|██▎ | 107/469 [00:03<00:10, 33.70it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 23%|██▎ | 108/469 [00:03<00:10, 33.78it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 23%|██▎ | 108/469 [00:03<00:10, 33.77it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 23%|██▎ | 109/469 [00:03<00:10, 33.84it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 23%|██▎ | 109/469 [00:03<00:10, 33.84it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 23%|██▎ | 110/469 [00:03<00:10, 33.90it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 23%|██▎ | 110/469 [00:03<00:10, 33.90it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 24%|██▎ | 111/469 [00:03<00:10, 33.97it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 24%|██▎ | 111/469 [00:03<00:10, 33.96it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 24%|██▍ | 112/469 [00:03<00:10, 34.06it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 24%|██▍ | 112/469 [00:03<00:10, 34.06it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 24%|██▍ | 113/469 [00:03<00:10, 34.12it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 24%|██▍ | 113/469 [00:03<00:10, 34.11it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 24%|██▍ | 114/469 [00:03<00:10, 34.19it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 24%|██▍ | 114/469 [00:03<00:10, 34.19it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 25%|██▍ | 115/469 [00:03<00:10, 34.24it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 25%|██▍ | 115/469 [00:03<00:10, 34.24it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 25%|██▍ | 116/469 [00:03<00:10, 34.32it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 25%|██▍ | 116/469 [00:03<00:10, 34.31it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 25%|██▍ | 117/469 [00:03<00:10, 34.36it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 25%|██▍ | 117/469 [00:03<00:10, 34.36it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 25%|██▌ | 118/469 [00:03<00:10, 34.41it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 25%|██▌ | 118/469 [00:03<00:10, 34.40it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 25%|██▌ | 119/469 [00:03<00:10, 34.47it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 25%|██▌ | 119/469 [00:03<00:10, 34.47it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 26%|██▌ | 120/469 [00:03<00:10, 34.51it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 26%|██▌ | 120/469 [00:03<00:10, 34.51it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 26%|██▌ | 121/469 [00:03<00:10, 34.58it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 26%|██▌ | 121/469 [00:03<00:10, 34.58it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 26%|██▌ | 122/469 [00:03<00:10, 34.62it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 26%|██▌ | 122/469 [00:03<00:10, 34.62it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 26%|██▌ | 123/469 [00:03<00:09, 34.69it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 26%|██▌ | 123/469 [00:03<00:09, 34.68it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 26%|██▋ | 124/469 [00:03<00:09, 34.73it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 26%|██▋ | 124/469 [00:03<00:09, 34.72it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 27%|██▋ | 125/469 [00:03<00:09, 34.80it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 27%|██▋ | 125/469 [00:03<00:09, 34.79it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 27%|██▋ | 126/469 [00:03<00:09, 34.84it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 27%|██▋ | 126/469 [00:03<00:09, 34.83it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 27%|██▋ | 127/469 [00:03<00:09, 34.90it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 27%|██▋ | 127/469 [00:03<00:09, 34.89it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 27%|██▋ | 128/469 [00:03<00:09, 34.94it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 27%|██▋ | 128/469 [00:03<00:09, 34.93it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 28%|██▊ | 129/469 [00:03<00:09, 35.00it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 28%|██▊ | 129/469 [00:03<00:09, 35.00it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 28%|██▊ | 130/469 [00:03<00:09, 35.04it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 28%|██▊ | 130/469 [00:03<00:09, 35.03it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 28%|██▊ | 131/469 [00:03<00:09, 35.10it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 28%|██▊ | 131/469 [00:03<00:09, 35.10it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 28%|██▊ | 132/469 [00:03<00:09, 35.14it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 28%|██▊ | 132/469 [00:03<00:09, 35.13it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 28%|██▊ | 133/469 [00:03<00:09, 35.20it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 28%|██▊ | 133/469 [00:03<00:09, 35.20it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 29%|██▊ | 134/469 [00:03<00:09, 35.23it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 29%|██▊ | 134/469 [00:03<00:09, 35.23it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 29%|██▉ | 135/469 [00:03<00:09, 35.29it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 29%|██▉ | 135/469 [00:03<00:09, 35.29it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 29%|██▉ | 136/469 [00:03<00:09, 35.33it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 29%|██▉ | 136/469 [00:03<00:09, 35.32it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 29%|██▉ | 137/469 [00:03<00:09, 35.38it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 29%|██▉ | 137/469 [00:03<00:09, 35.38it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 29%|██▉ | 138/469 [00:03<00:09, 35.41it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 29%|██▉ | 138/469 [00:03<00:09, 35.41it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 30%|██▉ | 139/469 [00:03<00:09, 35.47it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 30%|██▉ | 139/469 [00:03<00:09, 35.47it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 30%|██▉ | 140/469 [00:03<00:09, 35.50it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 30%|██▉ | 140/469 [00:03<00:09, 35.49it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 30%|███ | 141/469 [00:03<00:09, 35.56it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 30%|███ | 141/469 [00:03<00:09, 35.56it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 30%|███ | 142/469 [00:03<00:09, 35.59it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 30%|███ | 142/469 [00:03<00:09, 35.59it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 30%|███ | 143/469 [00:04<00:09, 35.60it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 30%|███ | 143/469 [00:04<00:09, 35.60it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 31%|███ | 144/469 [00:04<00:09, 35.62it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 31%|███ | 144/469 [00:04<00:09, 35.62it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 31%|███ | 145/469 [00:04<00:09, 35.68it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 31%|███ | 145/469 [00:04<00:09, 35.67it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 31%|███ | 146/469 [00:04<00:09, 35.71it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 31%|███ | 146/469 [00:04<00:09, 35.70it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 31%|███▏ | 147/469 [00:04<00:09, 35.76it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 31%|███▏ | 147/469 [00:04<00:09, 35.75it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 32%|███▏ | 148/469 [00:04<00:08, 35.77it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 32%|███▏ | 148/469 [00:04<00:08, 35.77it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 32%|███▏ | 149/469 [00:04<00:08, 35.82it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 32%|███▏ | 149/469 [00:04<00:08, 35.82it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 32%|███▏ | 150/469 [00:04<00:08, 35.85it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 32%|███▏ | 150/469 [00:04<00:08, 35.84it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 32%|███▏ | 151/469 [00:04<00:08, 35.90it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 32%|███▏ | 151/469 [00:04<00:08, 35.90it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 32%|███▏ | 152/469 [00:04<00:08, 35.93it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 32%|███▏ | 152/469 [00:04<00:08, 35.93it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 33%|███▎ | 153/469 [00:04<00:08, 35.98it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 33%|███▎ | 153/469 [00:04<00:08, 35.98it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 33%|███▎ | 154/469 [00:04<00:08, 35.99it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 33%|███▎ | 154/469 [00:04<00:08, 35.98it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 33%|███▎ | 155/469 [00:04<00:08, 36.04it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 33%|███▎ | 155/469 [00:04<00:08, 36.04it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 33%|███▎ | 156/469 [00:04<00:08, 36.07it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 33%|███▎ | 156/469 [00:04<00:08, 36.07it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 33%|███▎ | 157/469 [00:04<00:08, 36.12it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 33%|███▎ | 157/469 [00:04<00:08, 36.11it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 34%|███▎ | 158/469 [00:04<00:08, 36.14it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 34%|███▎ | 158/469 [00:04<00:08, 36.13it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 34%|███▍ | 159/469 [00:04<00:08, 36.19it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 34%|███▍ | 159/469 [00:04<00:08, 36.18it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 34%|███▍ | 160/469 [00:04<00:08, 36.21it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 34%|███▍ | 160/469 [00:04<00:08, 36.21it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 34%|███▍ | 161/469 [00:04<00:08, 36.26it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 34%|███▍ | 161/469 [00:04<00:08, 36.26it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 35%|███▍ | 162/469 [00:04<00:08, 36.28it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 35%|███▍ | 162/469 [00:04<00:08, 36.27it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 35%|███▍ | 163/469 [00:04<00:08, 36.33it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 35%|███▍ | 163/469 [00:04<00:08, 36.32it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 35%|███▍ | 164/469 [00:04<00:08, 36.33it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 35%|███▍ | 164/469 [00:04<00:08, 36.32it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 35%|███▌ | 165/469 [00:04<00:08, 36.37it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 35%|███▌ | 165/469 [00:04<00:08, 36.36it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 35%|███▌ | 166/469 [00:04<00:08, 36.38it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 35%|███▌ | 166/469 [00:04<00:08, 36.37it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 36%|███▌ | 167/469 [00:04<00:08, 36.43it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 36%|███▌ | 167/469 [00:04<00:08, 36.42it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 36%|███▌ | 168/469 [00:04<00:08, 36.45it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 36%|███▌ | 168/469 [00:04<00:08, 36.44it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 36%|███▌ | 169/469 [00:04<00:08, 36.50it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 36%|███▌ | 169/469 [00:04<00:08, 36.49it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 36%|███▌ | 170/469 [00:04<00:08, 36.52it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 36%|███▌ | 170/469 [00:04<00:08, 36.51it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 36%|███▋ | 171/469 [00:04<00:08, 36.56it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 36%|███▋ | 171/469 [00:04<00:08, 36.56it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 37%|███▋ | 172/469 [00:04<00:08, 36.58it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 37%|███▋ | 172/469 [00:04<00:08, 36.58it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 37%|███▋ | 173/469 [00:04<00:08, 36.62it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 37%|███▋ | 173/469 [00:04<00:08, 36.62it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 37%|███▋ | 174/469 [00:04<00:08, 36.64it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 37%|███▋ | 174/469 [00:04<00:08, 36.63it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 37%|███▋ | 175/469 [00:04<00:08, 36.68it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 37%|███▋ | 175/469 [00:04<00:08, 36.68it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 38%|███▊ | 176/469 [00:04<00:07, 36.70it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 38%|███▊ | 176/469 [00:04<00:07, 36.70it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 38%|███▊ | 177/469 [00:04<00:07, 36.74it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 38%|███▊ | 177/469 [00:04<00:07, 36.74it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 38%|███▊ | 178/469 [00:04<00:07, 36.76it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 38%|███▊ | 178/469 [00:04<00:07, 36.76it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 38%|███▊ | 179/469 [00:04<00:07, 36.80it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 38%|███▊ | 179/469 [00:04<00:07, 36.80it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 38%|███▊ | 180/469 [00:04<00:07, 36.82it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 38%|███▊ | 180/469 [00:04<00:07, 36.82it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 39%|███▊ | 181/469 [00:04<00:07, 36.86it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 39%|███▊ | 181/469 [00:04<00:07, 36.86it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 39%|███▉ | 182/469 [00:04<00:07, 36.88it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 39%|███▉ | 182/469 [00:04<00:07, 36.87it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 39%|███▉ | 183/469 [00:04<00:07, 36.92it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 39%|███▉ | 183/469 [00:04<00:07, 36.92it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 39%|███▉ | 184/469 [00:04<00:07, 36.94it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 39%|███▉ | 184/469 [00:04<00:07, 36.93it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 39%|███▉ | 185/469 [00:05<00:07, 36.97it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 39%|███▉ | 185/469 [00:05<00:07, 36.97it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 40%|███▉ | 186/469 [00:05<00:07, 36.99it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 40%|███▉ | 186/469 [00:05<00:07, 36.99it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 40%|███▉ | 187/469 [00:05<00:07, 37.03it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 40%|███▉ | 187/469 [00:05<00:07, 37.02it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 40%|████ | 188/469 [00:05<00:07, 37.04it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 40%|████ | 188/469 [00:05<00:07, 37.03it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 40%|████ | 189/469 [00:05<00:07, 37.07it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 40%|████ | 189/469 [00:05<00:07, 37.07it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 41%|████ | 190/469 [00:05<00:07, 37.09it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 41%|████ | 190/469 [00:05<00:07, 37.08it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 41%|████ | 191/469 [00:05<00:07, 37.13it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 41%|████ | 191/469 [00:05<00:07, 37.12it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 41%|████ | 192/469 [00:05<00:07, 37.14it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 41%|████ | 192/469 [00:05<00:07, 37.13it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 41%|████ | 193/469 [00:05<00:07, 37.18it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 41%|████ | 193/469 [00:05<00:07, 37.17it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 41%|████▏ | 194/469 [00:05<00:07, 37.19it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 41%|████▏ | 194/469 [00:05<00:07, 37.19it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 42%|████▏ | 195/469 [00:05<00:07, 37.23it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 42%|████▏ | 195/469 [00:05<00:07, 37.23it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 42%|████▏ | 196/469 [00:05<00:07, 37.24it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 42%|████▏ | 196/469 [00:05<00:07, 37.24it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 42%|████▏ | 197/469 [00:05<00:07, 37.28it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 42%|████▏ | 197/469 [00:05<00:07, 37.28it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 42%|████▏ | 198/469 [00:05<00:07, 37.30it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 42%|████▏ | 198/469 [00:05<00:07, 37.29it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 42%|████▏ | 199/469 [00:05<00:07, 37.31it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 42%|████▏ | 199/469 [00:05<00:07, 37.31it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 43%|████▎ | 200/469 [00:05<00:07, 37.33it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 43%|████▎ | 200/469 [00:05<00:07, 37.33it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 43%|████▎ | 201/469 [00:05<00:07, 37.35it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 43%|████▎ | 201/469 [00:05<00:07, 37.34it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 43%|████▎ | 202/469 [00:05<00:07, 37.36it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 43%|████▎ | 202/469 [00:05<00:07, 37.36it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 43%|████▎ | 203/469 [00:05<00:07, 37.39it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 43%|████▎ | 203/469 [00:05<00:07, 37.38it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 43%|████▎ | 204/469 [00:05<00:07, 37.41it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 43%|████▎ | 204/469 [00:05<00:07, 37.40it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 44%|████▎ | 205/469 [00:05<00:07, 37.42it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 44%|████▎ | 205/469 [00:05<00:07, 37.42it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 44%|████▍ | 206/469 [00:05<00:07, 37.43it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 44%|████▍ | 206/469 [00:05<00:07, 37.42it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 44%|████▍ | 207/469 [00:05<00:06, 37.46it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 44%|████▍ | 207/469 [00:05<00:06, 37.46it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 44%|████▍ | 208/469 [00:05<00:06, 37.48it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 44%|████▍ | 208/469 [00:05<00:06, 37.47it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 45%|████▍ | 209/469 [00:05<00:06, 37.51it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 45%|████▍ | 209/469 [00:05<00:06, 37.51it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 45%|████▍ | 210/469 [00:05<00:06, 37.52it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 45%|████▍ | 210/469 [00:05<00:06, 37.52it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 45%|████▍ | 211/469 [00:05<00:06, 37.55it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 45%|████▍ | 211/469 [00:05<00:06, 37.55it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 45%|████▌ | 212/469 [00:05<00:06, 37.59it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 45%|████▌ | 212/469 [00:05<00:06, 37.58it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 45%|████▌ | 213/469 [00:05<00:06, 37.62it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 45%|████▌ | 213/469 [00:05<00:06, 37.61it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 46%|████▌ | 214/469 [00:05<00:06, 37.63it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 46%|████▌ | 214/469 [00:05<00:06, 37.63it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 46%|████▌ | 215/469 [00:05<00:06, 37.66it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 46%|████▌ | 215/469 [00:05<00:06, 37.66it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 46%|████▌ | 216/469 [00:05<00:06, 37.68it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 46%|████▌ | 216/469 [00:05<00:06, 37.67it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 46%|████▋ | 217/469 [00:05<00:06, 37.71it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 46%|████▋ | 217/469 [00:05<00:06, 37.70it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 46%|████▋ | 218/469 [00:05<00:06, 37.72it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 46%|████▋ | 218/469 [00:05<00:06, 37.72it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 47%|████▋ | 219/469 [00:05<00:06, 37.75it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 47%|████▋ | 219/469 [00:05<00:06, 37.75it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 47%|████▋ | 220/469 [00:05<00:06, 37.77it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 47%|████▋ | 220/469 [00:05<00:06, 37.76it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 47%|████▋ | 221/469 [00:05<00:06, 37.80it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 47%|████▋ | 221/469 [00:05<00:06, 37.80it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 47%|████▋ | 222/469 [00:05<00:06, 37.81it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 47%|████▋ | 222/469 [00:05<00:06, 37.81it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 48%|████▊ | 223/469 [00:05<00:06, 37.84it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 48%|████▊ | 223/469 [00:05<00:06, 37.84it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 48%|████▊ | 224/469 [00:05<00:06, 37.85it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 48%|████▊ | 224/469 [00:05<00:06, 37.85it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 48%|████▊ | 225/469 [00:05<00:06, 37.88it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 48%|████▊ | 225/469 [00:05<00:06, 37.87it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 48%|████▊ | 226/469 [00:05<00:06, 37.88it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 48%|████▊ | 226/469 [00:05<00:06, 37.88it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 48%|████▊ | 227/469 [00:05<00:06, 37.91it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 48%|████▊ | 227/469 [00:05<00:06, 37.91it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 49%|████▊ | 228/469 [00:06<00:06, 37.93it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 49%|████▊ | 228/469 [00:06<00:06, 37.92it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 49%|████▉ | 229/469 [00:06<00:06, 37.96it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 49%|████▉ | 229/469 [00:06<00:06, 37.95it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 49%|████▉ | 230/469 [00:06<00:06, 37.97it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 49%|████▉ | 230/469 [00:06<00:06, 37.96it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 49%|████▉ | 231/469 [00:06<00:06, 38.00it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 49%|████▉ | 231/469 [00:06<00:06, 37.99it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 49%|████▉ | 232/469 [00:06<00:06, 38.01it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 49%|████▉ | 232/469 [00:06<00:06, 38.00it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 50%|████▉ | 233/469 [00:06<00:06, 38.04it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 50%|████▉ | 233/469 [00:06<00:06, 38.04it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 50%|████▉ | 234/469 [00:06<00:06, 38.05it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 50%|████▉ | 234/469 [00:06<00:06, 38.05it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 50%|█████ | 235/469 [00:06<00:06, 38.06it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 50%|█████ | 235/469 [00:06<00:06, 38.05it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 50%|█████ | 236/469 [00:06<00:06, 38.08it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 50%|█████ | 236/469 [00:06<00:06, 38.08it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 51%|█████ | 237/469 [00:06<00:06, 38.09it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 51%|█████ | 237/469 [00:06<00:06, 38.09it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 51%|█████ | 238/469 [00:06<00:06, 38.12it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 51%|█████ | 238/469 [00:06<00:06, 38.11it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 51%|█████ | 239/469 [00:06<00:06, 38.13it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 51%|█████ | 239/469 [00:06<00:06, 38.12it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 51%|█████ | 240/469 [00:06<00:06, 38.15it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 51%|█████ | 240/469 [00:06<00:06, 38.15it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 51%|█████▏ | 241/469 [00:06<00:05, 38.16it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 51%|█████▏ | 241/469 [00:06<00:05, 38.16it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 52%|█████▏ | 242/469 [00:06<00:05, 38.19it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 52%|█████▏ | 242/469 [00:06<00:05, 38.18it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 52%|█████▏ | 243/469 [00:06<00:05, 38.20it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 52%|█████▏ | 243/469 [00:06<00:05, 38.19it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 52%|█████▏ | 244/469 [00:06<00:05, 38.22it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 52%|█████▏ | 244/469 [00:06<00:05, 38.22it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 52%|█████▏ | 245/469 [00:06<00:05, 38.23it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 52%|█████▏ | 245/469 [00:06<00:05, 38.23it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 52%|█████▏ | 246/469 [00:06<00:05, 38.26it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 52%|█████▏ | 246/469 [00:06<00:05, 38.26it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 53%|█████▎ | 247/469 [00:06<00:05, 38.26it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 53%|█████▎ | 247/469 [00:06<00:05, 38.26it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 53%|█████▎ | 248/469 [00:06<00:05, 38.29it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 53%|█████▎ | 248/469 [00:06<00:05, 38.29it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 53%|█████▎ | 249/469 [00:06<00:05, 38.30it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 53%|█████▎ | 249/469 [00:06<00:05, 38.30it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 53%|█████▎ | 250/469 [00:06<00:05, 38.30it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 53%|█████▎ | 250/469 [00:06<00:05, 38.30it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 54%|█████▎ | 251/469 [00:06<00:05, 38.33it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 54%|█████▎ | 251/469 [00:06<00:05, 38.33it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 54%|█████▎ | 252/469 [00:06<00:05, 38.32it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 54%|█████▎ | 252/469 [00:06<00:05, 38.32it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 54%|█████▍ | 253/469 [00:06<00:05, 38.32it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 54%|█████▍ | 253/469 [00:06<00:05, 38.32it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 54%|█████▍ | 254/469 [00:06<00:05, 38.33it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 54%|█████▍ | 254/469 [00:06<00:05, 38.33it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 54%|█████▍ | 255/469 [00:06<00:05, 38.36it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 54%|█████▍ | 255/469 [00:06<00:05, 38.36it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 55%|█████▍ | 256/469 [00:06<00:05, 38.37it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 55%|█████▍ | 256/469 [00:06<00:05, 38.36it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 55%|█████▍ | 257/469 [00:06<00:05, 38.36it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 55%|█████▍ | 257/469 [00:06<00:05, 38.36it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 55%|█████▌ | 258/469 [00:06<00:05, 38.39it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 55%|█████▌ | 258/469 [00:06<00:05, 38.39it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 55%|█████▌ | 259/469 [00:06<00:05, 38.40it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 55%|█████▌ | 259/469 [00:06<00:05, 38.40it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 55%|█████▌ | 260/469 [00:06<00:05, 38.42it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 55%|█████▌ | 260/469 [00:06<00:05, 38.41it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 56%|█████▌ | 261/469 [00:06<00:05, 38.43it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 56%|█████▌ | 261/469 [00:06<00:05, 38.42it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 56%|█████▌ | 262/469 [00:06<00:05, 38.44it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 56%|█████▌ | 262/469 [00:06<00:05, 38.43it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 56%|█████▌ | 263/469 [00:06<00:05, 38.46it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 56%|█████▌ | 263/469 [00:06<00:05, 38.46it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 56%|█████▋ | 264/469 [00:06<00:05, 38.47it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 56%|█████▋ | 264/469 [00:06<00:05, 38.47it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 57%|█████▋ | 265/469 [00:06<00:05, 38.49it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 57%|█████▋ | 265/469 [00:06<00:05, 38.49it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 57%|█████▋ | 266/469 [00:06<00:05, 38.50it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 57%|█████▋ | 266/469 [00:06<00:05, 38.50it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 57%|█████▋ | 267/469 [00:06<00:05, 38.51it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 57%|█████▋ | 267/469 [00:06<00:05, 38.51it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 57%|█████▋ | 268/469 [00:06<00:05, 38.52it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 57%|█████▋ | 268/469 [00:06<00:05, 38.51it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 57%|█████▋ | 269/469 [00:06<00:05, 38.54it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 57%|█████▋ | 269/469 [00:06<00:05, 38.54it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 58%|█████▊ | 270/469 [00:07<00:05, 38.55it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 58%|█████▊ | 270/469 [00:07<00:05, 38.54it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 58%|█████▊ | 271/469 [00:07<00:05, 38.55it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 58%|█████▊ | 271/469 [00:07<00:05, 38.54it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 58%|█████▊ | 272/469 [00:07<00:05, 38.56it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 58%|█████▊ | 272/469 [00:07<00:05, 38.55it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 58%|█████▊ | 273/469 [00:07<00:05, 38.55it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 58%|█████▊ | 273/469 [00:07<00:05, 38.55it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 58%|█████▊ | 274/469 [00:07<00:05, 38.56it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 58%|█████▊ | 274/469 [00:07<00:05, 38.56it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 59%|█████▊ | 275/469 [00:07<00:05, 38.57it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 59%|█████▊ | 275/469 [00:07<00:05, 38.56it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 59%|█████▉ | 276/469 [00:07<00:05, 38.57it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 59%|█████▉ | 276/469 [00:07<00:05, 38.57it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 59%|█████▉ | 277/469 [00:07<00:04, 38.58it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 59%|█████▉ | 277/469 [00:07<00:04, 38.57it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 59%|█████▉ | 278/469 [00:07<00:04, 38.58it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 59%|█████▉ | 278/469 [00:07<00:04, 38.58it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 59%|█████▉ | 279/469 [00:07<00:04, 38.60it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 59%|█████▉ | 279/469 [00:07<00:04, 38.60it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 60%|█████▉ | 280/469 [00:07<00:04, 38.63it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 60%|█████▉ | 280/469 [00:07<00:04, 38.63it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 60%|█████▉ | 281/469 [00:07<00:04, 38.64it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 60%|█████▉ | 281/469 [00:07<00:04, 38.63it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 60%|██████ | 282/469 [00:07<00:04, 38.64it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 60%|██████ | 282/469 [00:07<00:04, 38.64it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 60%|██████ | 283/469 [00:07<00:04, 38.64it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 60%|██████ | 283/469 [00:07<00:04, 38.64it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 61%|██████ | 284/469 [00:07<00:04, 38.66it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 61%|██████ | 284/469 [00:07<00:04, 38.66it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 61%|██████ | 285/469 [00:07<00:04, 38.68it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 61%|██████ | 285/469 [00:07<00:04, 38.68it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 61%|██████ | 286/469 [00:07<00:04, 38.69it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 61%|██████ | 286/469 [00:07<00:04, 38.69it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 61%|██████ | 287/469 [00:07<00:04, 38.71it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 61%|██████ | 287/469 [00:07<00:04, 38.71it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 61%|██████▏ | 288/469 [00:07<00:04, 38.72it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 61%|██████▏ | 288/469 [00:07<00:04, 38.72it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 62%|██████▏ | 289/469 [00:07<00:04, 38.74it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 62%|██████▏ | 289/469 [00:07<00:04, 38.74it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 62%|██████▏ | 290/469 [00:07<00:04, 38.74it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 62%|██████▏ | 290/469 [00:07<00:04, 38.74it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 62%|██████▏ | 291/469 [00:07<00:04, 38.75it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 62%|██████▏ | 291/469 [00:07<00:04, 38.75it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 62%|██████▏ | 292/469 [00:07<00:04, 38.76it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 62%|██████▏ | 292/469 [00:07<00:04, 38.76it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 62%|██████▏ | 293/469 [00:07<00:04, 38.77it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 62%|██████▏ | 293/469 [00:07<00:04, 38.77it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 63%|██████▎ | 294/469 [00:07<00:04, 38.78it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 63%|██████▎ | 294/469 [00:07<00:04, 38.78it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 63%|██████▎ | 295/469 [00:07<00:04, 38.79it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 63%|██████▎ | 295/469 [00:07<00:04, 38.79it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 63%|██████▎ | 296/469 [00:07<00:04, 38.80it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 63%|██████▎ | 296/469 [00:07<00:04, 38.80it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 63%|██████▎ | 297/469 [00:07<00:04, 38.81it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 63%|██████▎ | 297/469 [00:07<00:04, 38.81it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 64%|██████▎ | 298/469 [00:07<00:04, 38.82it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 64%|██████▎ | 298/469 [00:07<00:04, 38.82it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 64%|██████▍ | 299/469 [00:07<00:04, 38.83it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 64%|██████▍ | 299/469 [00:07<00:04, 38.83it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 64%|██████▍ | 300/469 [00:07<00:04, 38.84it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 64%|██████▍ | 300/469 [00:07<00:04, 38.84it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 64%|██████▍ | 301/469 [00:07<00:04, 38.85it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 64%|██████▍ | 301/469 [00:07<00:04, 38.84it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 64%|██████▍ | 302/469 [00:07<00:04, 38.86it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 64%|██████▍ | 302/469 [00:07<00:04, 38.85it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 65%|██████▍ | 303/469 [00:07<00:04, 38.86it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 65%|██████▍ | 303/469 [00:07<00:04, 38.86it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 65%|██████▍ | 304/469 [00:07<00:04, 38.86it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 65%|██████▍ | 304/469 [00:07<00:04, 38.86it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 65%|██████▌ | 305/469 [00:07<00:04, 38.86it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 65%|██████▌ | 305/469 [00:07<00:04, 38.86it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 65%|██████▌ | 306/469 [00:07<00:04, 38.86it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 65%|██████▌ | 306/469 [00:07<00:04, 38.86it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 65%|██████▌ | 307/469 [00:07<00:04, 38.86it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 65%|██████▌ | 307/469 [00:07<00:04, 38.86it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 66%|██████▌ | 308/469 [00:07<00:04, 38.86it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 66%|██████▌ | 308/469 [00:07<00:04, 38.85it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 66%|██████▌ | 309/469 [00:07<00:04, 38.86it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 66%|██████▌ | 309/469 [00:07<00:04, 38.85it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 66%|██████▌ | 310/469 [00:07<00:04, 38.88it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 66%|██████▌ | 310/469 [00:07<00:04, 38.88it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 66%|██████▋ | 311/469 [00:07<00:04, 38.88it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 66%|██████▋ | 311/469 [00:07<00:04, 38.88it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 67%|██████▋ | 312/469 [00:08<00:04, 38.87it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 67%|██████▋ | 312/469 [00:08<00:04, 38.87it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 67%|██████▋ | 313/469 [00:08<00:04, 38.88it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 67%|██████▋ | 313/469 [00:08<00:04, 38.88it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 67%|██████▋ | 314/469 [00:08<00:03, 38.89it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 67%|██████▋ | 314/469 [00:08<00:03, 38.88it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 67%|██████▋ | 315/469 [00:08<00:03, 38.90it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 67%|██████▋ | 315/469 [00:08<00:03, 38.90it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 67%|██████▋ | 316/469 [00:08<00:03, 38.90it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 67%|██████▋ | 316/469 [00:08<00:03, 38.90it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 68%|██████▊ | 317/469 [00:08<00:03, 38.92it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 68%|██████▊ | 317/469 [00:08<00:03, 38.92it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 68%|██████▊ | 318/469 [00:08<00:03, 38.93it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 68%|██████▊ | 318/469 [00:08<00:03, 38.92it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 68%|██████▊ | 319/469 [00:08<00:03, 38.95it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 68%|██████▊ | 319/469 [00:08<00:03, 38.94it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 68%|██████▊ | 320/469 [00:08<00:03, 38.95it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 68%|██████▊ | 320/469 [00:08<00:03, 38.95it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 68%|██████▊ | 321/469 [00:08<00:03, 38.97it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 68%|██████▊ | 321/469 [00:08<00:03, 38.97it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 69%|██████▊ | 322/469 [00:08<00:03, 38.97it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 69%|██████▊ | 322/469 [00:08<00:03, 38.97it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 69%|██████▉ | 323/469 [00:08<00:03, 38.99it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 69%|██████▉ | 323/469 [00:08<00:03, 38.99it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 69%|██████▉ | 324/469 [00:08<00:03, 38.99it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 69%|██████▉ | 324/469 [00:08<00:03, 38.99it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 69%|██████▉ | 325/469 [00:08<00:03, 39.01it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 69%|██████▉ | 325/469 [00:08<00:03, 39.01it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 70%|██████▉ | 326/469 [00:08<00:03, 39.02it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 70%|██████▉ | 326/469 [00:08<00:03, 39.02it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 70%|██████▉ | 327/469 [00:08<00:03, 39.02it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 70%|██████▉ | 327/469 [00:08<00:03, 39.02it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 70%|██████▉ | 328/469 [00:08<00:03, 39.03it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 70%|██████▉ | 328/469 [00:08<00:03, 39.03it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 70%|███████ | 329/469 [00:08<00:03, 39.04it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 70%|███████ | 329/469 [00:08<00:03, 39.04it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 70%|███████ | 330/469 [00:08<00:03, 39.04it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 70%|███████ | 330/469 [00:08<00:03, 39.04it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 71%|███████ | 331/469 [00:08<00:03, 39.06it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 71%|███████ | 331/469 [00:08<00:03, 39.06it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 71%|███████ | 332/469 [00:08<00:03, 39.06it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 71%|███████ | 332/469 [00:08<00:03, 39.06it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 71%|███████ | 333/469 [00:08<00:03, 39.08it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 71%|███████ | 333/469 [00:08<00:03, 39.08it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 71%|███████ | 334/469 [00:08<00:03, 39.09it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 71%|███████ | 334/469 [00:08<00:03, 39.08it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 71%|███████▏ | 335/469 [00:08<00:03, 39.11it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 71%|███████▏ | 335/469 [00:08<00:03, 39.10it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 72%|███████▏ | 336/469 [00:08<00:03, 39.11it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 72%|███████▏ | 336/469 [00:08<00:03, 39.10it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 72%|███████▏ | 337/469 [00:08<00:03, 39.13it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 72%|███████▏ | 337/469 [00:08<00:03, 39.12it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 72%|███████▏ | 338/469 [00:08<00:03, 39.13it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 72%|███████▏ | 338/469 [00:08<00:03, 39.13it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 72%|███████▏ | 339/469 [00:08<00:03, 39.15it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 72%|███████▏ | 339/469 [00:08<00:03, 39.15it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 72%|███████▏ | 340/469 [00:08<00:03, 39.15it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 72%|███████▏ | 340/469 [00:08<00:03, 39.15it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 73%|███████▎ | 341/469 [00:08<00:03, 39.17it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 73%|███████▎ | 341/469 [00:08<00:03, 39.17it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 73%|███████▎ | 342/469 [00:08<00:03, 39.17it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 73%|███████▎ | 342/469 [00:08<00:03, 39.17it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 73%|███████▎ | 343/469 [00:08<00:03, 39.19it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 73%|███████▎ | 343/469 [00:08<00:03, 39.19it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 73%|███████▎ | 344/469 [00:08<00:03, 39.19it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 73%|███████▎ | 344/469 [00:08<00:03, 39.19it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 74%|███████▎ | 345/469 [00:08<00:03, 39.20it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 74%|███████▎ | 345/469 [00:08<00:03, 39.19it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 74%|███████▍ | 346/469 [00:08<00:03, 39.21it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 74%|███████▍ | 346/469 [00:08<00:03, 39.21it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 74%|███████▍ | 347/469 [00:08<00:03, 39.22it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 74%|███████▍ | 347/469 [00:08<00:03, 39.21it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 74%|███████▍ | 348/469 [00:08<00:03, 39.23it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 74%|███████▍ | 348/469 [00:08<00:03, 39.23it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 74%|███████▍ | 349/469 [00:08<00:03, 39.23it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 74%|███████▍ | 349/469 [00:08<00:03, 39.23it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 75%|███████▍ | 350/469 [00:08<00:03, 39.25it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 75%|███████▍ | 350/469 [00:08<00:03, 39.24it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 75%|███████▍ | 351/469 [00:08<00:03, 39.25it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 75%|███████▍ | 351/469 [00:08<00:03, 39.25it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 75%|███████▌ | 352/469 [00:08<00:02, 39.27it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 75%|███████▌ | 352/469 [00:08<00:02, 39.27it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 75%|███████▌ | 353/469 [00:08<00:02, 39.27it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 75%|███████▌ | 353/469 [00:08<00:02, 39.27it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 75%|███████▌ | 354/469 [00:09<00:02, 39.27it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 75%|███████▌ | 354/469 [00:09<00:02, 39.27it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 76%|███████▌ | 355/469 [00:09<00:02, 39.28it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 76%|███████▌ | 355/469 [00:09<00:02, 39.28it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 76%|███████▌ | 356/469 [00:09<00:02, 39.29it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 76%|███████▌ | 356/469 [00:09<00:02, 39.28it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 76%|███████▌ | 357/469 [00:09<00:02, 39.29it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 76%|███████▌ | 357/469 [00:09<00:02, 39.29it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 76%|███████▋ | 358/469 [00:09<00:02, 39.30it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 76%|███████▋ | 358/469 [00:09<00:02, 39.29it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 77%|███████▋ | 359/469 [00:09<00:02, 39.30it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 77%|███████▋ | 359/469 [00:09<00:02, 39.30it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 77%|███████▋ | 360/469 [00:09<00:02, 39.31it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 77%|███████▋ | 360/469 [00:09<00:02, 39.31it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 77%|███████▋ | 361/469 [00:09<00:02, 39.32it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 77%|███████▋ | 361/469 [00:09<00:02, 39.31it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 77%|███████▋ | 362/469 [00:09<00:02, 39.32it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 77%|███████▋ | 362/469 [00:09<00:02, 39.32it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 77%|███████▋ | 363/469 [00:09<00:02, 39.33it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 77%|███████▋ | 363/469 [00:09<00:02, 39.33it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 78%|███████▊ | 364/469 [00:09<00:02, 39.33it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 78%|███████▊ | 364/469 [00:09<00:02, 39.33it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 78%|███████▊ | 365/469 [00:09<00:02, 39.34it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 78%|███████▊ | 365/469 [00:09<00:02, 39.34it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 78%|███████▊ | 366/469 [00:09<00:02, 39.34it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 78%|███████▊ | 366/469 [00:09<00:02, 39.34it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 78%|███████▊ | 367/469 [00:09<00:02, 39.35it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 78%|███████▊ | 367/469 [00:09<00:02, 39.35it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 78%|███████▊ | 368/469 [00:09<00:02, 39.36it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 78%|███████▊ | 368/469 [00:09<00:02, 39.35it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 79%|███████▊ | 369/469 [00:09<00:02, 39.36it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 79%|███████▊ | 369/469 [00:09<00:02, 39.36it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 79%|███████▉ | 370/469 [00:09<00:02, 39.37it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 79%|███████▉ | 370/469 [00:09<00:02, 39.37it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 79%|███████▉ | 371/469 [00:09<00:02, 39.38it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 79%|███████▉ | 371/469 [00:09<00:02, 39.37it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 79%|███████▉ | 372/469 [00:09<00:02, 39.38it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 79%|███████▉ | 372/469 [00:09<00:02, 39.38it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 80%|███████▉ | 373/469 [00:09<00:02, 39.39it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 80%|███████▉ | 373/469 [00:09<00:02, 39.39it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 80%|███████▉ | 374/469 [00:09<00:02, 39.40it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 80%|███████▉ | 374/469 [00:09<00:02, 39.39it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 80%|███████▉ | 375/469 [00:09<00:02, 39.40it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 80%|███████▉ | 375/469 [00:09<00:02, 39.40it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 80%|████████ | 376/469 [00:09<00:02, 39.41it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 80%|████████ | 376/469 [00:09<00:02, 39.40it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 80%|████████ | 377/469 [00:09<00:02, 39.41it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 80%|████████ | 377/469 [00:09<00:02, 39.41it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 81%|████████ | 378/469 [00:09<00:02, 39.42it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 81%|████████ | 378/469 [00:09<00:02, 39.42it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 81%|████████ | 379/469 [00:09<00:02, 39.43it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 81%|████████ | 379/469 [00:09<00:02, 39.40it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 81%|████████ | 380/469 [00:09<00:02, 39.41it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 81%|████████ | 380/469 [00:09<00:02, 39.40it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 81%|████████ | 381/469 [00:09<00:02, 39.42it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 81%|████████ | 381/469 [00:09<00:02, 39.42it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 81%|████████▏ | 382/469 [00:09<00:02, 39.43it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 81%|████████▏ | 382/469 [00:09<00:02, 39.42it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 82%|████████▏ | 383/469 [00:09<00:02, 39.44it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 82%|████████▏ | 383/469 [00:09<00:02, 39.44it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 82%|████████▏ | 384/469 [00:09<00:02, 39.44it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 82%|████████▏ | 384/469 [00:09<00:02, 39.44it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 82%|████████▏ | 385/469 [00:09<00:02, 39.45it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 82%|████████▏ | 385/469 [00:09<00:02, 39.45it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 82%|████████▏ | 386/469 [00:09<00:02, 39.45it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 82%|████████▏ | 386/469 [00:09<00:02, 39.45it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 83%|████████▎ | 387/469 [00:09<00:02, 39.47it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 83%|████████▎ | 387/469 [00:09<00:02, 39.46it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 83%|████████▎ | 388/469 [00:09<00:02, 39.47it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 83%|████████▎ | 388/469 [00:09<00:02, 39.47it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 83%|████████▎ | 389/469 [00:09<00:02, 39.47it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 83%|████████▎ | 389/469 [00:09<00:02, 39.47it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 83%|████████▎ | 390/469 [00:09<00:02, 39.48it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 83%|████████▎ | 390/469 [00:09<00:02, 39.47it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 83%|████████▎ | 391/469 [00:09<00:01, 39.48it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 83%|████████▎ | 391/469 [00:09<00:01, 39.48it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 84%|████████▎ | 392/469 [00:09<00:01, 39.48it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 84%|████████▎ | 392/469 [00:09<00:01, 39.48it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 84%|████████▍ | 393/469 [00:09<00:01, 39.49it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 84%|████████▍ | 393/469 [00:09<00:01, 39.49it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 84%|████████▍ | 394/469 [00:09<00:01, 39.50it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 84%|████████▍ | 394/469 [00:09<00:01, 39.49it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 84%|████████▍ | 395/469 [00:09<00:01, 39.50it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 84%|████████▍ | 395/469 [00:09<00:01, 39.50it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 84%|████████▍ | 396/469 [00:10<00:01, 39.51it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 84%|████████▍ | 396/469 [00:10<00:01, 39.51it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 85%|████████▍ | 397/469 [00:10<00:01, 39.51it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 85%|████████▍ | 397/469 [00:10<00:01, 39.51it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 85%|████████▍ | 398/469 [00:10<00:01, 39.52it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 85%|████████▍ | 398/469 [00:10<00:01, 39.52it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 85%|████████▌ | 399/469 [00:10<00:01, 39.52it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 85%|████████▌ | 399/469 [00:10<00:01, 39.52it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 85%|████████▌ | 400/469 [00:10<00:01, 39.53it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 85%|████████▌ | 400/469 [00:10<00:01, 39.52it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 86%|████████▌ | 401/469 [00:10<00:01, 39.53it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 86%|████████▌ | 401/469 [00:10<00:01, 39.53it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 86%|████████▌ | 402/469 [00:10<00:01, 39.54it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 86%|████████▌ | 402/469 [00:10<00:01, 39.54it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 86%|████████▌ | 403/469 [00:10<00:01, 39.54it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 86%|████████▌ | 403/469 [00:10<00:01, 39.54it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 86%|████████▌ | 404/469 [00:10<00:01, 39.55it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 86%|████████▌ | 404/469 [00:10<00:01, 39.55it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 86%|████████▋ | 405/469 [00:10<00:01, 39.55it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 86%|████████▋ | 405/469 [00:10<00:01, 39.55it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 87%|████████▋ | 406/469 [00:10<00:01, 39.56it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 87%|████████▋ | 406/469 [00:10<00:01, 39.56it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 87%|████████▋ | 407/469 [00:10<00:01, 39.56it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 87%|████████▋ | 407/469 [00:10<00:01, 39.56it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 87%|████████▋ | 408/469 [00:10<00:01, 39.57it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 87%|████████▋ | 408/469 [00:10<00:01, 39.57it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 87%|████████▋ | 409/469 [00:10<00:01, 39.57it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 87%|████████▋ | 409/469 [00:10<00:01, 39.57it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 87%|████████▋ | 410/469 [00:10<00:01, 39.58it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 87%|████████▋ | 410/469 [00:10<00:01, 39.58it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 88%|████████▊ | 411/469 [00:10<00:01, 39.58it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 88%|████████▊ | 411/469 [00:10<00:01, 39.58it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 88%|████████▊ | 412/469 [00:10<00:01, 39.59it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 88%|████████▊ | 412/469 [00:10<00:01, 39.59it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 88%|████████▊ | 413/469 [00:10<00:01, 39.59it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 88%|████████▊ | 413/469 [00:10<00:01, 39.59it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 88%|████████▊ | 414/469 [00:10<00:01, 39.60it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 88%|████████▊ | 414/469 [00:10<00:01, 39.60it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 88%|████████▊ | 415/469 [00:10<00:01, 39.61it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 88%|████████▊ | 415/469 [00:10<00:01, 39.60it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 89%|████████▊ | 416/469 [00:10<00:01, 39.61it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 89%|████████▊ | 416/469 [00:10<00:01, 39.61it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 89%|████████▉ | 417/469 [00:10<00:01, 39.61it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 89%|████████▉ | 417/469 [00:10<00:01, 39.61it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 89%|████████▉ | 418/469 [00:10<00:01, 39.62it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 89%|████████▉ | 418/469 [00:10<00:01, 39.62it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 89%|████████▉ | 419/469 [00:10<00:01, 39.62it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 89%|████████▉ | 419/469 [00:10<00:01, 39.62it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 90%|████████▉ | 420/469 [00:10<00:01, 39.63it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 90%|████████▉ | 420/469 [00:10<00:01, 39.63it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 90%|████████▉ | 421/469 [00:10<00:01, 39.64it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 90%|████████▉ | 421/469 [00:10<00:01, 39.63it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 90%|████████▉ | 422/469 [00:10<00:01, 39.64it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 90%|████████▉ | 422/469 [00:10<00:01, 39.64it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 90%|█████████ | 423/469 [00:10<00:01, 39.65it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 90%|█████████ | 423/469 [00:10<00:01, 39.64it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 90%|█████████ | 424/469 [00:10<00:01, 39.65it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 90%|█████████ | 424/469 [00:10<00:01, 39.65it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 91%|█████████ | 425/469 [00:10<00:01, 39.66it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 91%|█████████ | 425/469 [00:10<00:01, 39.65it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 91%|█████████ | 426/469 [00:10<00:01, 39.66it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 91%|█████████ | 426/469 [00:10<00:01, 39.66it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 91%|█████████ | 427/469 [00:10<00:01, 39.67it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 91%|█████████ | 427/469 [00:10<00:01, 39.66it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 91%|█████████▏| 428/469 [00:10<00:01, 39.67it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 91%|█████████▏| 428/469 [00:10<00:01, 39.67it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 91%|█████████▏| 429/469 [00:10<00:01, 39.68it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 91%|█████████▏| 429/469 [00:10<00:01, 39.67it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 92%|█████████▏| 430/469 [00:10<00:00, 39.68it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 92%|█████████▏| 430/469 [00:10<00:00, 39.68it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 92%|█████████▏| 431/469 [00:10<00:00, 39.69it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 92%|█████████▏| 431/469 [00:10<00:00, 39.68it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 92%|█████████▏| 432/469 [00:10<00:00, 39.69it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 92%|█████████▏| 432/469 [00:10<00:00, 39.69it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 92%|█████████▏| 433/469 [00:10<00:00, 39.70it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 92%|█████████▏| 433/469 [00:10<00:00, 39.69it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 93%|█████████▎| 434/469 [00:10<00:00, 39.70it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 93%|█████████▎| 434/469 [00:10<00:00, 39.70it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 93%|█████████▎| 435/469 [00:10<00:00, 39.70it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 93%|█████████▎| 435/469 [00:10<00:00, 39.70it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 93%|█████████▎| 436/469 [00:10<00:00, 39.71it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 93%|█████████▎| 436/469 [00:10<00:00, 39.71it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 93%|█████████▎| 437/469 [00:11<00:00, 39.71it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 93%|█████████▎| 437/469 [00:11<00:00, 39.71it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 93%|█████████▎| 438/469 [00:11<00:00, 39.72it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 93%|█████████▎| 438/469 [00:11<00:00, 39.72it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 94%|█████████▎| 439/469 [00:11<00:00, 39.72it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 94%|█████████▎| 439/469 [00:11<00:00, 39.72it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 94%|█████████▍| 440/469 [00:11<00:00, 39.73it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 94%|█████████▍| 440/469 [00:11<00:00, 39.73it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 94%|█████████▍| 441/469 [00:11<00:00, 39.73it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 94%|█████████▍| 441/469 [00:11<00:00, 39.73it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 94%|█████████▍| 442/469 [00:11<00:00, 39.74it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 94%|█████████▍| 442/469 [00:11<00:00, 39.74it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 94%|█████████▍| 443/469 [00:11<00:00, 39.74it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 94%|█████████▍| 443/469 [00:11<00:00, 39.74it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 95%|█████████▍| 444/469 [00:11<00:00, 39.75it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 95%|█████████▍| 444/469 [00:11<00:00, 39.74it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 95%|█████████▍| 445/469 [00:11<00:00, 39.75it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 95%|█████████▍| 445/469 [00:11<00:00, 39.75it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 95%|█████████▌| 446/469 [00:11<00:00, 39.76it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 95%|█████████▌| 446/469 [00:11<00:00, 39.75it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 95%|█████████▌| 447/469 [00:11<00:00, 39.76it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 95%|█████████▌| 447/469 [00:11<00:00, 39.76it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 96%|█████████▌| 448/469 [00:11<00:00, 39.76it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 96%|█████████▌| 448/469 [00:11<00:00, 39.76it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 96%|█████████▌| 449/469 [00:11<00:00, 39.75it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 96%|█████████▌| 449/469 [00:11<00:00, 39.75it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 96%|█████████▌| 450/469 [00:11<00:00, 39.76it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 96%|█████████▌| 450/469 [00:11<00:00, 39.76it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 96%|█████████▌| 451/469 [00:11<00:00, 39.79it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 96%|█████████▌| 451/469 [00:11<00:00, 39.79it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 96%|█████████▋| 452/469 [00:11<00:00, 39.82it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 96%|█████████▋| 452/469 [00:11<00:00, 39.82it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 97%|█████████▋| 453/469 [00:11<00:00, 39.86it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 97%|█████████▋| 453/469 [00:11<00:00, 39.85it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 97%|█████████▋| 454/469 [00:11<00:00, 39.89it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 97%|█████████▋| 454/469 [00:11<00:00, 39.89it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 97%|█████████▋| 455/469 [00:11<00:00, 39.92it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 97%|█████████▋| 455/469 [00:11<00:00, 39.92it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 97%|█████████▋| 456/469 [00:11<00:00, 39.95it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 97%|█████████▋| 456/469 [00:11<00:00, 39.95it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 97%|█████████▋| 457/469 [00:11<00:00, 39.98it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 97%|█████████▋| 457/469 [00:11<00:00, 39.98it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 98%|█████████▊| 458/469 [00:11<00:00, 40.02it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 98%|█████████▊| 458/469 [00:11<00:00, 40.02it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 98%|█████████▊| 459/469 [00:11<00:00, 40.05it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 98%|█████████▊| 459/469 [00:11<00:00, 40.05it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 98%|█████████▊| 460/469 [00:11<00:00, 40.08it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 98%|█████████▊| 460/469 [00:11<00:00, 40.08it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 98%|█████████▊| 461/469 [00:11<00:00, 40.11it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 98%|█████████▊| 461/469 [00:11<00:00, 40.11it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 99%|█████████▊| 462/469 [00:11<00:00, 40.15it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 99%|█████████▊| 462/469 [00:11<00:00, 40.14it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 99%|█████████▊| 463/469 [00:11<00:00, 40.18it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 99%|█████████▊| 463/469 [00:11<00:00, 40.18it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 99%|█████████▉| 464/469 [00:11<00:00, 40.21it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 99%|█████████▉| 464/469 [00:11<00:00, 40.21it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 99%|█████████▉| 465/469 [00:11<00:00, 40.24it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 99%|█████████▉| 465/469 [00:11<00:00, 40.24it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 99%|█████████▉| 466/469 [00:11<00:00, 40.27it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 99%|█████████▉| 466/469 [00:11<00:00, 40.27it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 100%|█████████▉| 467/469 [00:11<00:00, 40.30it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 100%|█████████▉| 467/469 [00:11<00:00, 40.30it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 100%|█████████▉| 468/469 [00:11<00:00, 40.33it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 100%|█████████▉| 468/469 [00:11<00:00, 40.33it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 100%|██████████| 469/469 [00:11<00:00, 40.34it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 100%|██████████| 469/469 [00:11<00:00, 40.34it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
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Epoch 8: 100%|██████████| 469/469 [00:13<00:00, 35.83it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 100%|██████████| 469/469 [00:13<00:00, 35.83it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 0%| | 0/469 [00:00<?, ?it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 0%| | 0/469 [00:00<?, ?it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 0%| | 1/469 [00:00<04:56, 1.58it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 0%| | 1/469 [00:00<04:57, 1.57it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 0%| | 2/469 [00:00<02:33, 3.05it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 0%| | 2/469 [00:00<02:33, 3.04it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 1%| | 3/469 [00:00<01:46, 4.38it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 1%| | 3/469 [00:00<01:46, 4.38it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 1%| | 4/469 [00:00<01:21, 5.67it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 1%| | 4/469 [00:00<01:21, 5.67it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 1%| | 5/469 [00:00<01:07, 6.84it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 1%| | 5/469 [00:00<01:07, 6.84it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 1%|▏ | 6/469 [00:00<00:57, 7.99it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 1%|▏ | 6/469 [00:00<00:58, 7.98it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 1%|▏ | 7/469 [00:00<00:51, 9.02it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 1%|▏ | 7/469 [00:00<00:51, 9.01it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 2%|▏ | 8/469 [00:00<00:45, 10.02it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 2%|▏ | 8/469 [00:00<00:46, 10.02it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 2%|▏ | 9/469 [00:00<00:42, 10.94it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 2%|▏ | 9/469 [00:00<00:42, 10.93it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 2%|▏ | 10/469 [00:00<00:38, 11.85it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 2%|▏ | 10/469 [00:00<00:38, 11.85it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 2%|▏ | 11/469 [00:00<00:36, 12.69it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 2%|▏ | 11/469 [00:00<00:36, 12.68it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 3%|▎ | 12/469 [00:00<00:33, 13.49it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 3%|▎ | 12/469 [00:00<00:33, 13.48it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 3%|▎ | 13/469 [00:00<00:32, 14.14it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 3%|▎ | 13/469 [00:00<00:32, 14.14it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 3%|▎ | 14/469 [00:00<00:30, 14.87it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 3%|▎ | 14/469 [00:00<00:30, 14.86it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 3%|▎ | 15/469 [00:00<00:29, 15.55it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 3%|▎ | 15/469 [00:00<00:29, 15.55it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 3%|▎ | 16/469 [00:00<00:27, 16.19it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 3%|▎ | 16/469 [00:00<00:27, 16.19it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 4%|▎ | 17/469 [00:01<00:26, 16.82it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 4%|▎ | 17/469 [00:01<00:26, 16.81it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 4%|▍ | 18/469 [00:01<00:25, 17.42it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 4%|▍ | 18/469 [00:01<00:25, 17.41it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 4%|▍ | 19/469 [00:01<00:25, 17.99it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 4%|▍ | 19/469 [00:01<00:25, 17.98it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 4%|▍ | 20/469 [00:01<00:24, 18.53it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 4%|▍ | 20/469 [00:01<00:24, 18.53it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 4%|▍ | 21/469 [00:01<00:23, 19.04it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 4%|▍ | 21/469 [00:01<00:23, 19.03it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 5%|▍ | 22/469 [00:01<00:22, 19.52it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 5%|▍ | 22/469 [00:01<00:22, 19.52it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 5%|▍ | 23/469 [00:01<00:22, 19.99it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 5%|▍ | 23/469 [00:01<00:22, 19.99it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 5%|▌ | 24/469 [00:01<00:21, 20.43it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 5%|▌ | 24/469 [00:01<00:21, 20.43it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 5%|▌ | 25/469 [00:01<00:21, 20.87it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 5%|▌ | 25/469 [00:01<00:21, 20.86it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 6%|▌ | 26/469 [00:01<00:20, 21.28it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 6%|▌ | 26/469 [00:01<00:20, 21.28it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 6%|▌ | 27/469 [00:01<00:20, 21.74it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 6%|▌ | 27/469 [00:01<00:20, 21.73it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 6%|▌ | 28/469 [00:01<00:19, 22.10it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 6%|▌ | 28/469 [00:01<00:19, 22.09it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 6%|▌ | 29/469 [00:01<00:19, 22.45it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 6%|▌ | 29/469 [00:01<00:19, 22.44it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 6%|▋ | 30/469 [00:01<00:19, 22.79it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 6%|▋ | 30/469 [00:01<00:19, 22.78it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 7%|▋ | 31/469 [00:01<00:18, 23.12it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 7%|▋ | 31/469 [00:01<00:18, 23.11it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 7%|▋ | 32/469 [00:01<00:18, 23.48it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 7%|▋ | 32/469 [00:01<00:18, 23.47it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 7%|▋ | 33/469 [00:01<00:18, 23.78it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 7%|▋ | 33/469 [00:01<00:18, 23.77it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 7%|▋ | 34/469 [00:01<00:18, 24.12it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 7%|▋ | 34/469 [00:01<00:18, 24.11it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 7%|▋ | 35/469 [00:01<00:17, 24.40it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 7%|▋ | 35/469 [00:01<00:17, 24.38it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 8%|▊ | 36/469 [00:01<00:17, 24.71it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 8%|▊ | 36/469 [00:01<00:17, 24.70it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 8%|▊ | 37/469 [00:01<00:17, 24.97it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 8%|▊ | 37/469 [00:01<00:17, 24.96it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 8%|▊ | 38/469 [00:01<00:17, 25.27it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 8%|▊ | 38/469 [00:01<00:17, 25.26it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 8%|▊ | 39/469 [00:01<00:16, 25.51it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 8%|▊ | 39/469 [00:01<00:16, 25.49it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 9%|▊ | 40/469 [00:01<00:16, 25.79it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 9%|▊ | 40/469 [00:01<00:16, 25.79it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 9%|▊ | 41/469 [00:01<00:16, 26.03it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 9%|▊ | 41/469 [00:01<00:16, 26.02it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 9%|▉ | 42/469 [00:01<00:16, 26.30it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 9%|▉ | 42/469 [00:01<00:16, 26.30it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 9%|▉ | 43/469 [00:01<00:16, 26.52it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 9%|▉ | 43/469 [00:01<00:16, 26.51it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 9%|▉ | 44/469 [00:01<00:15, 26.78it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 9%|▉ | 44/469 [00:01<00:15, 26.77it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 10%|▉ | 45/469 [00:01<00:15, 26.98it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 10%|▉ | 45/469 [00:01<00:15, 26.97it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 10%|▉ | 46/469 [00:01<00:15, 27.23it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 10%|▉ | 46/469 [00:01<00:15, 27.22it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 10%|█ | 47/469 [00:01<00:15, 27.43it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 10%|█ | 47/469 [00:01<00:15, 27.42it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 10%|█ | 48/469 [00:01<00:15, 27.66it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 10%|█ | 48/469 [00:01<00:15, 27.65it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 10%|█ | 49/469 [00:01<00:15, 27.83it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 10%|█ | 49/469 [00:01<00:15, 27.82it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 11%|█ | 50/469 [00:01<00:14, 28.06it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 11%|█ | 50/469 [00:01<00:14, 28.05it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 11%|█ | 51/469 [00:01<00:14, 28.23it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 11%|█ | 51/469 [00:01<00:14, 28.22it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 11%|█ | 52/469 [00:01<00:14, 28.44it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 11%|█ | 52/469 [00:01<00:14, 28.43it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 11%|█▏ | 53/469 [00:01<00:14, 28.60it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 11%|█▏ | 53/469 [00:01<00:14, 28.59it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 12%|█▏ | 54/469 [00:01<00:14, 28.79it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 12%|█▏ | 54/469 [00:01<00:14, 28.78it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 12%|█▏ | 55/469 [00:01<00:14, 28.95it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 12%|█▏ | 55/469 [00:01<00:14, 28.94it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 12%|█▏ | 56/469 [00:01<00:14, 29.14it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 12%|█▏ | 56/469 [00:01<00:14, 29.13it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 12%|█▏ | 57/469 [00:01<00:14, 29.28it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 12%|█▏ | 57/469 [00:01<00:14, 29.27it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 12%|█▏ | 58/469 [00:01<00:13, 29.46it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 12%|█▏ | 58/469 [00:01<00:13, 29.45it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 13%|█▎ | 59/469 [00:01<00:13, 29.59it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 13%|█▎ | 59/469 [00:01<00:13, 29.59it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 13%|█▎ | 60/469 [00:02<00:13, 29.77it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 13%|█▎ | 60/469 [00:02<00:13, 29.76it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 13%|█▎ | 61/469 [00:02<00:13, 29.89it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 13%|█▎ | 61/469 [00:02<00:13, 29.89it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 13%|█▎ | 62/469 [00:02<00:13, 30.06it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 13%|█▎ | 62/469 [00:02<00:13, 30.06it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 13%|█▎ | 63/469 [00:02<00:13, 30.23it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 13%|█▎ | 63/469 [00:02<00:13, 30.23it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 14%|█▎ | 64/469 [00:02<00:13, 30.35it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 14%|█▎ | 64/469 [00:02<00:13, 30.34it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 14%|█▍ | 65/469 [00:02<00:13, 30.51it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 14%|█▍ | 65/469 [00:02<00:13, 30.50it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 14%|█▍ | 66/469 [00:02<00:13, 30.62it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 14%|█▍ | 66/469 [00:02<00:13, 30.61it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 14%|█▍ | 67/469 [00:02<00:13, 30.77it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 14%|█▍ | 67/469 [00:02<00:13, 30.77it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 14%|█▍ | 68/469 [00:02<00:12, 30.88it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 14%|█▍ | 68/469 [00:02<00:12, 30.87it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 15%|█▍ | 69/469 [00:02<00:12, 30.97it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 15%|█▍ | 69/469 [00:02<00:12, 30.97it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 15%|█▍ | 70/469 [00:02<00:12, 31.12it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 15%|█▍ | 70/469 [00:02<00:12, 31.12it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 15%|█▌ | 71/469 [00:02<00:12, 31.26it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 15%|█▌ | 71/469 [00:02<00:12, 31.25it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 15%|█▌ | 72/469 [00:02<00:12, 31.36it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 15%|█▌ | 72/469 [00:02<00:12, 31.35it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 16%|█▌ | 73/469 [00:02<00:12, 31.50it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 16%|█▌ | 73/469 [00:02<00:12, 31.50it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 16%|█▌ | 74/469 [00:02<00:12, 31.60it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 16%|█▌ | 74/469 [00:02<00:12, 31.59it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 16%|█▌ | 75/469 [00:02<00:12, 31.73it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 16%|█▌ | 75/469 [00:02<00:12, 31.73it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 16%|█▌ | 76/469 [00:02<00:12, 31.83it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 16%|█▌ | 76/469 [00:02<00:12, 31.82it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 16%|█▋ | 77/469 [00:02<00:12, 31.96it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 16%|█▋ | 77/469 [00:02<00:12, 31.95it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 17%|█▋ | 78/469 [00:02<00:12, 32.04it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 17%|█▋ | 78/469 [00:02<00:12, 32.04it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 17%|█▋ | 79/469 [00:02<00:12, 32.17it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 17%|█▋ | 79/469 [00:02<00:12, 32.16it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 17%|█▋ | 80/469 [00:02<00:12, 32.24it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 17%|█▋ | 80/469 [00:02<00:12, 32.24it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 17%|█▋ | 81/469 [00:02<00:11, 32.36it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 17%|█▋ | 81/469 [00:02<00:11, 32.36it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 17%|█▋ | 82/469 [00:02<00:11, 32.45it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 17%|█▋ | 82/469 [00:02<00:11, 32.44it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 18%|█▊ | 83/469 [00:02<00:11, 32.57it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 18%|█▊ | 83/469 [00:02<00:11, 32.56it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 18%|█▊ | 84/469 [00:02<00:11, 32.64it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 18%|█▊ | 84/469 [00:02<00:11, 32.63it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 18%|█▊ | 85/469 [00:02<00:11, 32.71it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 18%|█▊ | 85/469 [00:02<00:11, 32.70it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 18%|█▊ | 86/469 [00:02<00:11, 32.82it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 18%|█▊ | 86/469 [00:02<00:11, 32.81it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 19%|█▊ | 87/469 [00:02<00:11, 32.89it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 19%|█▊ | 87/469 [00:02<00:11, 32.88it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 19%|█▉ | 88/469 [00:02<00:11, 32.99it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 19%|█▉ | 88/469 [00:02<00:11, 32.98it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 19%|█▉ | 89/469 [00:02<00:11, 33.06it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 19%|█▉ | 89/469 [00:02<00:11, 33.05it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 19%|█▉ | 90/469 [00:02<00:11, 33.14it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 19%|█▉ | 90/469 [00:02<00:11, 33.13it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 19%|█▉ | 91/469 [00:02<00:11, 33.20it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 19%|█▉ | 91/469 [00:02<00:11, 33.20it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 20%|█▉ | 92/469 [00:02<00:11, 33.31it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 20%|█▉ | 92/469 [00:02<00:11, 33.30it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 20%|█▉ | 93/469 [00:02<00:11, 33.37it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 20%|█▉ | 93/469 [00:02<00:11, 33.36it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 20%|██ | 94/469 [00:02<00:11, 33.47it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 20%|██ | 94/469 [00:02<00:11, 33.46it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 20%|██ | 95/469 [00:02<00:11, 33.53it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 20%|██ | 95/469 [00:02<00:11, 33.52it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 20%|██ | 96/469 [00:02<00:11, 33.62it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 20%|██ | 96/469 [00:02<00:11, 33.62it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 21%|██ | 97/469 [00:02<00:11, 33.68it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 21%|██ | 97/469 [00:02<00:11, 33.68it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 21%|██ | 98/469 [00:02<00:10, 33.77it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 21%|██ | 98/469 [00:02<00:10, 33.77it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 21%|██ | 99/469 [00:02<00:10, 33.83it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 21%|██ | 99/469 [00:02<00:10, 33.82it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 21%|██▏ | 100/469 [00:02<00:10, 33.92it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 21%|██▏ | 100/469 [00:02<00:10, 33.92it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 22%|██▏ | 101/469 [00:02<00:10, 33.98it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 22%|██▏ | 101/469 [00:02<00:10, 33.97it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 22%|██▏ | 102/469 [00:02<00:10, 34.07it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 22%|██▏ | 102/469 [00:02<00:10, 34.06it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 22%|██▏ | 103/469 [00:03<00:10, 34.12it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 22%|██▏ | 103/469 [00:03<00:10, 34.11it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 22%|██▏ | 104/469 [00:03<00:10, 34.20it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 22%|██▏ | 104/469 [00:03<00:10, 34.20it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 22%|██▏ | 105/469 [00:03<00:10, 34.29it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 22%|██▏ | 105/469 [00:03<00:10, 34.28it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 23%|██▎ | 106/469 [00:03<00:10, 34.32it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 23%|██▎ | 106/469 [00:03<00:10, 34.31it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 23%|██▎ | 107/469 [00:03<00:10, 34.41it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 23%|██▎ | 107/469 [00:03<00:10, 34.40it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 23%|██▎ | 108/469 [00:03<00:10, 34.46it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 23%|██▎ | 108/469 [00:03<00:10, 34.45it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 23%|██▎ | 109/469 [00:03<00:10, 34.54it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 23%|██▎ | 109/469 [00:03<00:10, 34.53it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 23%|██▎ | 110/469 [00:03<00:10, 34.58it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 23%|██▎ | 110/469 [00:03<00:10, 34.58it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 24%|██▎ | 111/469 [00:03<00:10, 34.66it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 24%|██▎ | 111/469 [00:03<00:10, 34.65it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 24%|██▍ | 112/469 [00:03<00:10, 34.69it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 24%|██▍ | 112/469 [00:03<00:10, 34.69it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 24%|██▍ | 113/469 [00:03<00:10, 34.76it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 24%|██▍ | 113/469 [00:03<00:10, 34.76it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 24%|██▍ | 114/469 [00:03<00:10, 34.80it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 24%|██▍ | 114/469 [00:03<00:10, 34.80it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 25%|██▍ | 115/469 [00:03<00:10, 34.88it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 25%|██▍ | 115/469 [00:03<00:10, 34.87it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 25%|██▍ | 116/469 [00:03<00:10, 34.91it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 25%|██▍ | 116/469 [00:03<00:10, 34.91it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 25%|██▍ | 117/469 [00:03<00:10, 34.99it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 25%|██▍ | 117/469 [00:03<00:10, 34.98it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 25%|██▌ | 118/469 [00:03<00:10, 35.02it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 25%|██▌ | 118/469 [00:03<00:10, 35.02it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 25%|██▌ | 119/469 [00:03<00:09, 35.09it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 25%|██▌ | 119/469 [00:03<00:09, 35.09it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 26%|██▌ | 120/469 [00:03<00:09, 35.13it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 26%|██▌ | 120/469 [00:03<00:09, 35.13it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 26%|██▌ | 121/469 [00:03<00:09, 35.20it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 26%|██▌ | 121/469 [00:03<00:09, 35.20it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 26%|██▌ | 122/469 [00:03<00:09, 35.23it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 26%|██▌ | 122/469 [00:03<00:09, 35.23it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 26%|██▌ | 123/469 [00:03<00:09, 35.30it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 26%|██▌ | 123/469 [00:03<00:09, 35.30it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 26%|██▋ | 124/469 [00:03<00:09, 35.34it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 26%|██▋ | 124/469 [00:03<00:09, 35.33it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 27%|██▋ | 125/469 [00:03<00:09, 35.40it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 27%|██▋ | 125/469 [00:03<00:09, 35.40it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 27%|██▋ | 126/469 [00:03<00:09, 35.44it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 27%|██▋ | 126/469 [00:03<00:09, 35.43it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 27%|██▋ | 127/469 [00:03<00:09, 35.50it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 27%|██▋ | 127/469 [00:03<00:09, 35.50it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 27%|██▋ | 128/469 [00:03<00:09, 35.54it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 27%|██▋ | 128/469 [00:03<00:09, 35.53it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 28%|██▊ | 129/469 [00:03<00:09, 35.60it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 28%|██▊ | 129/469 [00:03<00:09, 35.60it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 28%|██▊ | 130/469 [00:03<00:09, 35.63it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 28%|██▊ | 130/469 [00:03<00:09, 35.62it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 28%|██▊ | 131/469 [00:03<00:09, 35.69it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 28%|██▊ | 131/469 [00:03<00:09, 35.69it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 28%|██▊ | 132/469 [00:03<00:09, 35.72it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 28%|██▊ | 132/469 [00:03<00:09, 35.72it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 28%|██▊ | 133/469 [00:03<00:09, 35.78it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 28%|██▊ | 133/469 [00:03<00:09, 35.78it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 29%|██▊ | 134/469 [00:03<00:09, 35.82it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 29%|██▊ | 134/469 [00:03<00:09, 35.81it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 29%|██▉ | 135/469 [00:03<00:09, 35.87it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 29%|██▉ | 135/469 [00:03<00:09, 35.87it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 29%|██▉ | 136/469 [00:03<00:09, 35.89it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 29%|██▉ | 136/469 [00:03<00:09, 35.88it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 29%|██▉ | 137/469 [00:03<00:09, 35.94it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 29%|██▉ | 137/469 [00:03<00:09, 35.94it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 29%|██▉ | 138/469 [00:03<00:09, 35.97it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 29%|██▉ | 138/469 [00:03<00:09, 35.96it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 30%|██▉ | 139/469 [00:03<00:09, 36.02it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 30%|██▉ | 139/469 [00:03<00:09, 36.02it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 30%|██▉ | 140/469 [00:03<00:09, 36.05it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 30%|██▉ | 140/469 [00:03<00:09, 36.04it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 30%|███ | 141/469 [00:03<00:09, 36.10it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 30%|███ | 141/469 [00:03<00:09, 36.10it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 30%|███ | 142/469 [00:03<00:09, 36.13it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 30%|███ | 142/469 [00:03<00:09, 36.12it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 30%|███ | 143/469 [00:03<00:09, 36.18it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 30%|███ | 143/469 [00:03<00:09, 36.18it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 31%|███ | 144/469 [00:03<00:08, 36.24it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 31%|███ | 144/469 [00:03<00:08, 36.23it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 31%|███ | 145/469 [00:04<00:08, 36.24it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 31%|███ | 145/469 [00:04<00:08, 36.23it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 31%|███ | 146/469 [00:04<00:08, 36.29it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 31%|███ | 146/469 [00:04<00:08, 36.29it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 31%|███▏ | 147/469 [00:04<00:08, 36.29it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 31%|███▏ | 147/469 [00:04<00:08, 36.29it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 32%|███▏ | 148/469 [00:04<00:08, 36.32it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 32%|███▏ | 148/469 [00:04<00:08, 36.32it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 32%|███▏ | 149/469 [00:04<00:08, 36.36it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 32%|███▏ | 149/469 [00:04<00:08, 36.35it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 32%|███▏ | 150/469 [00:04<00:08, 36.39it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 32%|███▏ | 150/469 [00:04<00:08, 36.38it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 32%|███▏ | 151/469 [00:04<00:08, 36.42it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 32%|███▏ | 151/469 [00:04<00:08, 36.41it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 32%|███▏ | 152/469 [00:04<00:08, 36.45it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 32%|███▏ | 152/469 [00:04<00:08, 36.44it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 33%|███▎ | 153/469 [00:04<00:08, 36.48it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 33%|███▎ | 153/469 [00:04<00:08, 36.48it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 33%|███▎ | 154/469 [00:04<00:08, 36.54it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 33%|███▎ | 154/469 [00:04<00:08, 36.54it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 33%|███▎ | 155/469 [00:04<00:08, 36.56it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 33%|███▎ | 155/469 [00:04<00:08, 36.56it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 33%|███▎ | 156/469 [00:04<00:08, 36.61it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 33%|███▎ | 156/469 [00:04<00:08, 36.61it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 33%|███▎ | 157/469 [00:04<00:08, 36.66it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 33%|███▎ | 157/469 [00:04<00:08, 36.65it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 34%|███▎ | 158/469 [00:04<00:08, 36.68it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 34%|███▎ | 158/469 [00:04<00:08, 36.67it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 34%|███▍ | 159/469 [00:04<00:08, 36.73it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 34%|███▍ | 159/469 [00:04<00:08, 36.73it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 34%|███▍ | 160/469 [00:04<00:08, 36.75it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 34%|███▍ | 160/469 [00:04<00:08, 36.75it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 34%|███▍ | 161/469 [00:04<00:08, 36.80it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 34%|███▍ | 161/469 [00:04<00:08, 36.80it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 35%|███▍ | 162/469 [00:04<00:08, 36.82it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 35%|███▍ | 162/469 [00:04<00:08, 36.82it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 35%|███▍ | 163/469 [00:04<00:08, 36.86it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 35%|███▍ | 163/469 [00:04<00:08, 36.86it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 35%|███▍ | 164/469 [00:04<00:08, 36.88it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 35%|███▍ | 164/469 [00:04<00:08, 36.87it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 35%|███▌ | 165/469 [00:04<00:08, 36.92it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 35%|███▌ | 165/469 [00:04<00:08, 36.91it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 35%|███▌ | 166/469 [00:04<00:08, 36.94it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 35%|███▌ | 166/469 [00:04<00:08, 36.93it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 36%|███▌ | 167/469 [00:04<00:08, 36.94it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 36%|███▌ | 167/469 [00:04<00:08, 36.94it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 36%|███▌ | 168/469 [00:04<00:08, 36.97it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 36%|███▌ | 168/469 [00:04<00:08, 36.96it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 36%|███▌ | 169/469 [00:04<00:08, 36.99it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 36%|███▌ | 169/469 [00:04<00:08, 36.99it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 36%|███▌ | 170/469 [00:04<00:08, 37.01it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 36%|███▌ | 170/469 [00:04<00:08, 37.00it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 36%|███▋ | 171/469 [00:04<00:08, 37.03it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 36%|███▋ | 171/469 [00:04<00:08, 37.03it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 37%|███▋ | 172/469 [00:04<00:08, 37.05it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 37%|███▋ | 172/469 [00:04<00:08, 37.05it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 37%|███▋ | 173/469 [00:04<00:07, 37.08it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 37%|███▋ | 173/469 [00:04<00:07, 37.07it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 37%|███▋ | 174/469 [00:04<00:07, 37.10it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 37%|███▋ | 174/469 [00:04<00:07, 37.09it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 37%|███▋ | 175/469 [00:04<00:07, 37.12it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 37%|███▋ | 175/469 [00:04<00:07, 37.12it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 38%|███▊ | 176/469 [00:04<00:07, 37.14it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 38%|███▊ | 176/469 [00:04<00:07, 37.14it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 38%|███▊ | 177/469 [00:04<00:07, 37.16it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 38%|███▊ | 177/469 [00:04<00:07, 37.15it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 38%|███▊ | 178/469 [00:04<00:07, 37.18it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 38%|███▊ | 178/469 [00:04<00:07, 37.17it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 38%|███▊ | 179/469 [00:04<00:07, 37.20it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 38%|███▊ | 179/469 [00:04<00:07, 37.19it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 38%|███▊ | 180/469 [00:04<00:07, 37.21it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 38%|███▊ | 180/469 [00:04<00:07, 37.21it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 39%|███▊ | 181/469 [00:04<00:07, 37.23it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 39%|███▊ | 181/469 [00:04<00:07, 37.23it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 39%|███▉ | 182/469 [00:04<00:07, 37.25it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 39%|███▉ | 182/469 [00:04<00:07, 37.25it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 39%|███▉ | 183/469 [00:04<00:07, 37.27it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 39%|███▉ | 183/469 [00:04<00:07, 37.26it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 39%|███▉ | 184/469 [00:04<00:07, 37.29it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 39%|███▉ | 184/469 [00:04<00:07, 37.28it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 39%|███▉ | 185/469 [00:04<00:07, 37.28it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 39%|███▉ | 185/469 [00:04<00:07, 37.27it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 40%|███▉ | 186/469 [00:04<00:07, 37.31it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 40%|███▉ | 186/469 [00:04<00:07, 37.31it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 40%|███▉ | 187/469 [00:05<00:07, 37.32it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 40%|███▉ | 187/469 [00:05<00:07, 37.32it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 40%|████ | 188/469 [00:05<00:07, 37.35it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 40%|████ | 188/469 [00:05<00:07, 37.35it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 40%|████ | 189/469 [00:05<00:07, 37.37it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 40%|████ | 189/469 [00:05<00:07, 37.36it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 41%|████ | 190/469 [00:05<00:07, 37.40it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 41%|████ | 190/469 [00:05<00:07, 37.40it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 41%|████ | 191/469 [00:05<00:07, 37.41it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 41%|████ | 191/469 [00:05<00:07, 37.40it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 41%|████ | 192/469 [00:05<00:07, 37.44it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 41%|████ | 192/469 [00:05<00:07, 37.44it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 41%|████ | 193/469 [00:05<00:07, 37.45it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 41%|████ | 193/469 [00:05<00:07, 37.44it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 41%|████▏ | 194/469 [00:05<00:07, 37.48it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 41%|████▏ | 194/469 [00:05<00:07, 37.48it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 42%|████▏ | 195/469 [00:05<00:07, 37.49it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 42%|████▏ | 195/469 [00:05<00:07, 37.49it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 42%|████▏ | 196/469 [00:05<00:07, 37.53it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 42%|████▏ | 196/469 [00:05<00:07, 37.52it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 42%|████▏ | 197/469 [00:05<00:07, 37.54it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 42%|████▏ | 197/469 [00:05<00:07, 37.53it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 42%|████▏ | 198/469 [00:05<00:07, 37.57it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 42%|████▏ | 198/469 [00:05<00:07, 37.56it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 42%|████▏ | 199/469 [00:05<00:07, 37.58it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 42%|████▏ | 199/469 [00:05<00:07, 37.57it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 43%|████▎ | 200/469 [00:05<00:07, 37.61it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 43%|████▎ | 200/469 [00:05<00:07, 37.61it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 43%|████▎ | 201/469 [00:05<00:07, 37.62it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 43%|████▎ | 201/469 [00:05<00:07, 37.62it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 43%|████▎ | 202/469 [00:05<00:07, 37.65it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 43%|████▎ | 202/469 [00:05<00:07, 37.65it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 43%|████▎ | 203/469 [00:05<00:07, 37.66it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 43%|████▎ | 203/469 [00:05<00:07, 37.66it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 43%|████▎ | 204/469 [00:05<00:07, 37.69it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 43%|████▎ | 204/469 [00:05<00:07, 37.69it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 44%|████▎ | 205/469 [00:05<00:07, 37.70it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 44%|████▎ | 205/469 [00:05<00:07, 37.69it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 44%|████▍ | 206/469 [00:05<00:06, 37.73it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 44%|████▍ | 206/469 [00:05<00:06, 37.73it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 44%|████▍ | 207/469 [00:05<00:06, 37.74it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 44%|████▍ | 207/469 [00:05<00:06, 37.73it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 44%|████▍ | 208/469 [00:05<00:06, 37.77it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 44%|████▍ | 208/469 [00:05<00:06, 37.77it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 45%|████▍ | 209/469 [00:05<00:06, 37.78it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 45%|████▍ | 209/469 [00:05<00:06, 37.78it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 45%|████▍ | 210/469 [00:05<00:06, 37.81it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 45%|████▍ | 210/469 [00:05<00:06, 37.81it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 45%|████▍ | 211/469 [00:05<00:06, 37.82it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 45%|████▍ | 211/469 [00:05<00:06, 37.81it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 45%|████▌ | 212/469 [00:05<00:06, 37.85it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 45%|████▌ | 212/469 [00:05<00:06, 37.84it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 45%|████▌ | 213/469 [00:05<00:06, 37.86it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 45%|████▌ | 213/469 [00:05<00:06, 37.85it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 46%|████▌ | 214/469 [00:05<00:06, 37.89it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 46%|████▌ | 214/469 [00:05<00:06, 37.88it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 46%|████▌ | 215/469 [00:05<00:06, 37.89it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 46%|████▌ | 215/469 [00:05<00:06, 37.89it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 46%|████▌ | 216/469 [00:05<00:06, 37.92it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 46%|████▌ | 216/469 [00:05<00:06, 37.92it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 46%|████▋ | 217/469 [00:05<00:06, 37.93it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 46%|████▋ | 217/469 [00:05<00:06, 37.93it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 46%|████▋ | 218/469 [00:05<00:06, 37.96it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 46%|████▋ | 218/469 [00:05<00:06, 37.96it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 47%|████▋ | 219/469 [00:05<00:06, 37.97it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 47%|████▋ | 219/469 [00:05<00:06, 37.97it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 47%|████▋ | 220/469 [00:05<00:06, 38.00it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 47%|████▋ | 220/469 [00:05<00:06, 37.99it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 47%|████▋ | 221/469 [00:05<00:06, 38.00it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 47%|████▋ | 221/469 [00:05<00:06, 38.00it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 47%|████▋ | 222/469 [00:05<00:06, 38.03it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 47%|████▋ | 222/469 [00:05<00:06, 38.03it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 48%|████▊ | 223/469 [00:05<00:06, 38.04it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 48%|████▊ | 223/469 [00:05<00:06, 38.04it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 48%|████▊ | 224/469 [00:05<00:06, 38.06it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 48%|████▊ | 224/469 [00:05<00:06, 38.06it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 48%|████▊ | 225/469 [00:05<00:06, 38.07it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 48%|████▊ | 225/469 [00:05<00:06, 38.06it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 48%|████▊ | 226/469 [00:05<00:06, 38.09it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 48%|████▊ | 226/469 [00:05<00:06, 38.09it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 48%|████▊ | 227/469 [00:05<00:06, 38.09it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 48%|████▊ | 227/469 [00:05<00:06, 38.09it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 49%|████▊ | 228/469 [00:05<00:06, 38.12it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 49%|████▊ | 228/469 [00:05<00:06, 38.11it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 49%|████▉ | 229/469 [00:06<00:06, 38.12it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 49%|████▉ | 229/469 [00:06<00:06, 38.12it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 49%|████▉ | 230/469 [00:06<00:06, 38.15it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 49%|████▉ | 230/469 [00:06<00:06, 38.14it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 49%|████▉ | 231/469 [00:06<00:06, 38.15it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 49%|████▉ | 231/469 [00:06<00:06, 38.15it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 49%|████▉ | 232/469 [00:06<00:06, 38.18it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 49%|████▉ | 232/469 [00:06<00:06, 38.17it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 50%|████▉ | 233/469 [00:06<00:06, 38.18it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 50%|████▉ | 233/469 [00:06<00:06, 38.17it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 50%|████▉ | 234/469 [00:06<00:06, 38.21it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 50%|████▉ | 234/469 [00:06<00:06, 38.20it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 50%|█████ | 235/469 [00:06<00:06, 38.21it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 50%|█████ | 235/469 [00:06<00:06, 38.21it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 50%|█████ | 236/469 [00:06<00:06, 38.23it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 50%|█████ | 236/469 [00:06<00:06, 38.23it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 51%|█████ | 237/469 [00:06<00:06, 38.24it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 51%|█████ | 237/469 [00:06<00:06, 38.24it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 51%|█████ | 238/469 [00:06<00:06, 38.26it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 51%|█████ | 238/469 [00:06<00:06, 38.26it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 51%|█████ | 239/469 [00:06<00:06, 38.27it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 51%|█████ | 239/469 [00:06<00:06, 38.27it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 51%|█████ | 240/469 [00:06<00:05, 38.29it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 51%|█████ | 240/469 [00:06<00:05, 38.29it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 51%|█████▏ | 241/469 [00:06<00:05, 38.30it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 51%|█████▏ | 241/469 [00:06<00:05, 38.30it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 52%|█████▏ | 242/469 [00:06<00:05, 38.32it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 52%|█████▏ | 242/469 [00:06<00:05, 38.32it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 52%|█████▏ | 243/469 [00:06<00:05, 38.33it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 52%|█████▏ | 243/469 [00:06<00:05, 38.32it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 52%|█████▏ | 244/469 [00:06<00:05, 38.35it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 52%|█████▏ | 244/469 [00:06<00:05, 38.35it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 52%|█████▏ | 245/469 [00:06<00:05, 38.35it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 52%|█████▏ | 245/469 [00:06<00:05, 38.35it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 52%|█████▏ | 246/469 [00:06<00:05, 38.36it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 52%|█████▏ | 246/469 [00:06<00:05, 38.35it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 53%|█████▎ | 247/469 [00:06<00:05, 38.37it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 53%|█████▎ | 247/469 [00:06<00:05, 38.36it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 53%|█████▎ | 248/469 [00:06<00:05, 38.38it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 53%|█████▎ | 248/469 [00:06<00:05, 38.37it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 53%|█████▎ | 249/469 [00:06<00:05, 38.39it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 53%|█████▎ | 249/469 [00:06<00:05, 38.38it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 53%|█████▎ | 250/469 [00:06<00:05, 38.40it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 53%|█████▎ | 250/469 [00:06<00:05, 38.40it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 54%|█████▎ | 251/469 [00:06<00:05, 38.41it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 54%|█████▎ | 251/469 [00:06<00:05, 38.41it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 54%|█████▎ | 252/469 [00:06<00:05, 38.42it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 54%|█████▎ | 252/469 [00:06<00:05, 38.42it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 54%|█████▍ | 253/469 [00:06<00:05, 38.43it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 54%|█████▍ | 253/469 [00:06<00:05, 38.43it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 54%|█████▍ | 254/469 [00:06<00:05, 38.44it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 54%|█████▍ | 254/469 [00:06<00:05, 38.44it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 54%|█████▍ | 255/469 [00:06<00:05, 38.45it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 54%|█████▍ | 255/469 [00:06<00:05, 38.45it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 55%|█████▍ | 256/469 [00:06<00:05, 38.46it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 55%|█████▍ | 256/469 [00:06<00:05, 38.46it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 55%|█████▍ | 257/469 [00:06<00:05, 38.47it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 55%|█████▍ | 257/469 [00:06<00:05, 38.47it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 55%|█████▌ | 258/469 [00:06<00:05, 38.48it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 55%|█████▌ | 258/469 [00:06<00:05, 38.48it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 55%|█████▌ | 259/469 [00:06<00:05, 38.49it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 55%|█████▌ | 259/469 [00:06<00:05, 38.49it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 55%|█████▌ | 260/469 [00:06<00:05, 38.50it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 55%|█████▌ | 260/469 [00:06<00:05, 38.50it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 56%|█████▌ | 261/469 [00:06<00:05, 38.51it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 56%|█████▌ | 261/469 [00:06<00:05, 38.51it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 56%|█████▌ | 262/469 [00:06<00:05, 38.52it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 56%|█████▌ | 262/469 [00:06<00:05, 38.52it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 56%|█████▌ | 263/469 [00:06<00:05, 38.53it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 56%|█████▌ | 263/469 [00:06<00:05, 38.53it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 56%|█████▋ | 264/469 [00:06<00:05, 38.54it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 56%|█████▋ | 264/469 [00:06<00:05, 38.54it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 57%|█████▋ | 265/469 [00:06<00:05, 38.55it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 57%|█████▋ | 265/469 [00:06<00:05, 38.55it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 57%|█████▋ | 266/469 [00:06<00:05, 38.58it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 57%|█████▋ | 266/469 [00:06<00:05, 38.57it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 57%|█████▋ | 267/469 [00:06<00:05, 38.58it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 57%|█████▋ | 267/469 [00:06<00:05, 38.58it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 57%|█████▋ | 268/469 [00:06<00:05, 38.60it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 57%|█████▋ | 268/469 [00:06<00:05, 38.60it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 57%|█████▋ | 269/469 [00:06<00:05, 38.61it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 57%|█████▋ | 269/469 [00:06<00:05, 38.60it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 58%|█████▊ | 270/469 [00:06<00:05, 38.63it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 58%|█████▊ | 270/469 [00:06<00:05, 38.63it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 58%|█████▊ | 271/469 [00:07<00:05, 38.63it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 58%|█████▊ | 271/469 [00:07<00:05, 38.63it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 58%|█████▊ | 272/469 [00:07<00:05, 38.66it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 58%|█████▊ | 272/469 [00:07<00:05, 38.65it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 58%|█████▊ | 273/469 [00:07<00:05, 38.68it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 58%|█████▊ | 273/469 [00:07<00:05, 38.68it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 58%|█████▊ | 274/469 [00:07<00:05, 38.68it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 58%|█████▊ | 274/469 [00:07<00:05, 38.68it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 59%|█████▊ | 275/469 [00:07<00:05, 38.70it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 59%|█████▊ | 275/469 [00:07<00:05, 38.70it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 59%|█████▉ | 276/469 [00:07<00:04, 38.70it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 59%|█████▉ | 276/469 [00:07<00:04, 38.70it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 59%|█████▉ | 277/469 [00:07<00:04, 38.70it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 59%|█████▉ | 277/469 [00:07<00:04, 38.70it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 59%|█████▉ | 278/469 [00:07<00:04, 38.72it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 59%|█████▉ | 278/469 [00:07<00:04, 38.72it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 59%|█████▉ | 279/469 [00:07<00:04, 38.72it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 59%|█████▉ | 279/469 [00:07<00:04, 38.72it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 60%|█████▉ | 280/469 [00:07<00:04, 38.74it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 60%|█████▉ | 280/469 [00:07<00:04, 38.74it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 60%|█████▉ | 281/469 [00:07<00:04, 38.74it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 60%|█████▉ | 281/469 [00:07<00:04, 38.74it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 60%|██████ | 282/469 [00:07<00:04, 38.76it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 60%|██████ | 282/469 [00:07<00:04, 38.76it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 60%|██████ | 283/469 [00:07<00:04, 38.75it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 60%|██████ | 283/469 [00:07<00:04, 38.75it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 61%|██████ | 284/469 [00:07<00:04, 38.74it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 61%|██████ | 284/469 [00:07<00:04, 38.74it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 61%|██████ | 285/469 [00:07<00:04, 38.77it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 61%|██████ | 285/469 [00:07<00:04, 38.76it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 61%|██████ | 286/469 [00:07<00:04, 38.77it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 61%|██████ | 286/469 [00:07<00:04, 38.77it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 61%|██████ | 287/469 [00:07<00:04, 38.79it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 61%|██████ | 287/469 [00:07<00:04, 38.79it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 61%|██████▏ | 288/469 [00:07<00:04, 38.79it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 61%|██████▏ | 288/469 [00:07<00:04, 38.79it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 62%|██████▏ | 289/469 [00:07<00:04, 38.80it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 62%|██████▏ | 289/469 [00:07<00:04, 38.80it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 62%|██████▏ | 290/469 [00:07<00:04, 38.81it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 62%|██████▏ | 290/469 [00:07<00:04, 38.80it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 62%|██████▏ | 291/469 [00:07<00:04, 38.83it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 62%|██████▏ | 291/469 [00:07<00:04, 38.82it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 62%|██████▏ | 292/469 [00:07<00:04, 38.83it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 62%|██████▏ | 292/469 [00:07<00:04, 38.83it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 62%|██████▏ | 293/469 [00:07<00:04, 38.85it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 62%|██████▏ | 293/469 [00:07<00:04, 38.85it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 63%|██████▎ | 294/469 [00:07<00:04, 38.85it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 63%|██████▎ | 294/469 [00:07<00:04, 38.85it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 63%|██████▎ | 295/469 [00:07<00:04, 38.87it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 63%|██████▎ | 295/469 [00:07<00:04, 38.87it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 63%|██████▎ | 296/469 [00:07<00:04, 38.88it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 63%|██████▎ | 296/469 [00:07<00:04, 38.87it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 63%|██████▎ | 297/469 [00:07<00:04, 38.90it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 63%|██████▎ | 297/469 [00:07<00:04, 38.89it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 64%|██████▎ | 298/469 [00:07<00:04, 38.90it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 64%|██████▎ | 298/469 [00:07<00:04, 38.90it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 64%|██████▍ | 299/469 [00:07<00:04, 38.92it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 64%|██████▍ | 299/469 [00:07<00:04, 38.92it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 64%|██████▍ | 300/469 [00:07<00:04, 38.92it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 64%|██████▍ | 300/469 [00:07<00:04, 38.92it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 64%|██████▍ | 301/469 [00:07<00:04, 38.94it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 64%|██████▍ | 301/469 [00:07<00:04, 38.94it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 64%|██████▍ | 302/469 [00:07<00:04, 38.94it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 64%|██████▍ | 302/469 [00:07<00:04, 38.94it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 65%|██████▍ | 303/469 [00:07<00:04, 38.95it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 65%|██████▍ | 303/469 [00:07<00:04, 38.94it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 65%|██████▍ | 304/469 [00:07<00:04, 38.93it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 65%|██████▍ | 304/469 [00:07<00:04, 38.93it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 65%|██████▌ | 305/469 [00:07<00:04, 38.95it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 65%|██████▌ | 305/469 [00:07<00:04, 38.95it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 65%|██████▌ | 306/469 [00:07<00:04, 38.96it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 65%|██████▌ | 306/469 [00:07<00:04, 38.95it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 65%|██████▌ | 307/469 [00:07<00:04, 38.97it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 65%|██████▌ | 307/469 [00:07<00:04, 38.97it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 66%|██████▌ | 308/469 [00:07<00:04, 38.98it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 66%|██████▌ | 308/469 [00:07<00:04, 38.97it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 66%|██████▌ | 309/469 [00:07<00:04, 38.99it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 66%|██████▌ | 309/469 [00:07<00:04, 38.99it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 66%|██████▌ | 310/469 [00:07<00:04, 39.01it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 66%|██████▌ | 310/469 [00:07<00:04, 39.01it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 66%|██████▋ | 311/469 [00:07<00:04, 39.01it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 66%|██████▋ | 311/469 [00:07<00:04, 39.01it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 67%|██████▋ | 312/469 [00:07<00:04, 39.03it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 67%|██████▋ | 312/469 [00:07<00:04, 39.03it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 67%|██████▋ | 313/469 [00:08<00:03, 39.03it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 67%|██████▋ | 313/469 [00:08<00:03, 39.03it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 67%|██████▋ | 314/469 [00:08<00:03, 39.04it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 67%|██████▋ | 314/469 [00:08<00:03, 39.04it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 67%|██████▋ | 315/469 [00:08<00:03, 39.04it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 67%|██████▋ | 315/469 [00:08<00:03, 39.04it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 67%|██████▋ | 316/469 [00:08<00:03, 39.05it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 67%|██████▋ | 316/469 [00:08<00:03, 39.05it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 68%|██████▊ | 317/469 [00:08<00:03, 39.06it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 68%|██████▊ | 317/469 [00:08<00:03, 39.06it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 68%|██████▊ | 318/469 [00:08<00:03, 39.06it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 68%|██████▊ | 318/469 [00:08<00:03, 39.06it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 68%|██████▊ | 319/469 [00:08<00:03, 39.08it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 68%|██████▊ | 319/469 [00:08<00:03, 39.08it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 68%|██████▊ | 320/469 [00:08<00:03, 39.10it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 68%|██████▊ | 320/469 [00:08<00:03, 39.10it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 68%|██████▊ | 321/469 [00:08<00:03, 39.10it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 68%|██████▊ | 321/469 [00:08<00:03, 39.10it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 69%|██████▊ | 322/469 [00:08<00:03, 39.12it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 69%|██████▊ | 322/469 [00:08<00:03, 39.12it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 69%|██████▉ | 323/469 [00:08<00:03, 39.12it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 69%|██████▉ | 323/469 [00:08<00:03, 39.12it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 69%|██████▉ | 324/469 [00:08<00:03, 39.14it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 69%|██████▉ | 324/469 [00:08<00:03, 39.14it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 69%|██████▉ | 325/469 [00:08<00:03, 39.14it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 69%|██████▉ | 325/469 [00:08<00:03, 39.14it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 70%|██████▉ | 326/469 [00:08<00:03, 39.16it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 70%|██████▉ | 326/469 [00:08<00:03, 39.16it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 70%|██████▉ | 327/469 [00:08<00:03, 39.16it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 70%|██████▉ | 327/469 [00:08<00:03, 39.16it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 70%|██████▉ | 328/469 [00:08<00:03, 39.18it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 70%|██████▉ | 328/469 [00:08<00:03, 39.18it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 70%|███████ | 329/469 [00:08<00:03, 39.18it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 70%|███████ | 329/469 [00:08<00:03, 39.18it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 70%|███████ | 330/469 [00:08<00:03, 39.19it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 70%|███████ | 330/469 [00:08<00:03, 39.19it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 71%|███████ | 331/469 [00:08<00:03, 39.19it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 71%|███████ | 331/469 [00:08<00:03, 39.19it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 71%|███████ | 332/469 [00:08<00:03, 39.19it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 71%|███████ | 332/469 [00:08<00:03, 39.19it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 71%|███████ | 333/469 [00:08<00:03, 39.21it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 71%|███████ | 333/469 [00:08<00:03, 39.21it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 71%|███████ | 334/469 [00:08<00:03, 39.22it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 71%|███████ | 334/469 [00:08<00:03, 39.22it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 71%|███████▏ | 335/469 [00:08<00:03, 39.24it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 71%|███████▏ | 335/469 [00:08<00:03, 39.24it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 72%|███████▏ | 336/469 [00:08<00:03, 39.26it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 72%|███████▏ | 336/469 [00:08<00:03, 39.25it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 72%|███████▏ | 337/469 [00:08<00:03, 39.26it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 72%|███████▏ | 337/469 [00:08<00:03, 39.25it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 72%|███████▏ | 338/469 [00:08<00:03, 39.27it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 72%|███████▏ | 338/469 [00:08<00:03, 39.27it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 72%|███████▏ | 339/469 [00:08<00:03, 39.27it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 72%|███████▏ | 339/469 [00:08<00:03, 39.27it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 72%|███████▏ | 340/469 [00:08<00:03, 39.29it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 72%|███████▏ | 340/469 [00:08<00:03, 39.29it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 73%|███████▎ | 341/469 [00:08<00:03, 39.29it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 73%|███████▎ | 341/469 [00:08<00:03, 39.29it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 73%|███████▎ | 342/469 [00:08<00:03, 39.31it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 73%|███████▎ | 342/469 [00:08<00:03, 39.30it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 73%|███████▎ | 343/469 [00:08<00:03, 39.31it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 73%|███████▎ | 343/469 [00:08<00:03, 39.31it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 73%|███████▎ | 344/469 [00:08<00:03, 39.32it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 73%|███████▎ | 344/469 [00:08<00:03, 39.32it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 74%|███████▎ | 345/469 [00:08<00:03, 39.32it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 74%|███████▎ | 345/469 [00:08<00:03, 39.32it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 74%|███████▍ | 346/469 [00:08<00:03, 39.34it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 74%|███████▍ | 346/469 [00:08<00:03, 39.33it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 74%|███████▍ | 347/469 [00:08<00:03, 39.34it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 74%|███████▍ | 347/469 [00:08<00:03, 39.34it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 74%|███████▍ | 348/469 [00:08<00:03, 39.34it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 74%|███████▍ | 348/469 [00:08<00:03, 39.34it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 74%|███████▍ | 349/469 [00:08<00:03, 39.34it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 74%|███████▍ | 349/469 [00:08<00:03, 39.34it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 75%|███████▍ | 350/469 [00:08<00:03, 39.35it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 75%|███████▍ | 350/469 [00:08<00:03, 39.35it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 75%|███████▍ | 351/469 [00:08<00:02, 39.35it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 75%|███████▍ | 351/469 [00:08<00:02, 39.35it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 75%|███████▌ | 352/469 [00:08<00:02, 39.37it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 75%|███████▌ | 352/469 [00:08<00:02, 39.37it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 75%|███████▌ | 353/469 [00:08<00:02, 39.37it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 75%|███████▌ | 353/469 [00:08<00:02, 39.37it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 75%|███████▌ | 354/469 [00:08<00:02, 39.38it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 75%|███████▌ | 354/469 [00:08<00:02, 39.38it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 76%|███████▌ | 355/469 [00:09<00:02, 39.38it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 76%|███████▌ | 355/469 [00:09<00:02, 39.38it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 76%|███████▌ | 356/469 [00:09<00:02, 39.39it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 76%|███████▌ | 356/469 [00:09<00:02, 39.39it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 76%|███████▌ | 357/469 [00:09<00:02, 39.39it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 76%|███████▌ | 357/469 [00:09<00:02, 39.39it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 76%|███████▋ | 358/469 [00:09<00:02, 39.39it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 76%|███████▋ | 358/469 [00:09<00:02, 39.39it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 77%|███████▋ | 359/469 [00:09<00:02, 39.40it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 77%|███████▋ | 359/469 [00:09<00:02, 39.40it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 77%|███████▋ | 360/469 [00:09<00:02, 39.40it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 77%|███████▋ | 360/469 [00:09<00:02, 39.40it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 77%|███████▋ | 361/469 [00:09<00:02, 39.40it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 77%|███████▋ | 361/469 [00:09<00:02, 39.40it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 77%|███████▋ | 362/469 [00:09<00:02, 39.41it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 77%|███████▋ | 362/469 [00:09<00:02, 39.41it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 77%|███████▋ | 363/469 [00:09<00:02, 39.41it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 77%|███████▋ | 363/469 [00:09<00:02, 39.41it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 78%|███████▊ | 364/469 [00:09<00:02, 39.42it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 78%|███████▊ | 364/469 [00:09<00:02, 39.42it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 78%|███████▊ | 365/469 [00:09<00:02, 39.42it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 78%|███████▊ | 365/469 [00:09<00:02, 39.42it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 78%|███████▊ | 366/469 [00:09<00:02, 39.43it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 78%|███████▊ | 366/469 [00:09<00:02, 39.43it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 78%|███████▊ | 367/469 [00:09<00:02, 39.43it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 78%|███████▊ | 367/469 [00:09<00:02, 39.43it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 78%|███████▊ | 368/469 [00:09<00:02, 39.44it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 78%|███████▊ | 368/469 [00:09<00:02, 39.44it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 79%|███████▊ | 369/469 [00:09<00:02, 39.44it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 79%|███████▊ | 369/469 [00:09<00:02, 39.44it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 79%|███████▉ | 370/469 [00:09<00:02, 39.45it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 79%|███████▉ | 370/469 [00:09<00:02, 39.45it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 79%|███████▉ | 371/469 [00:09<00:02, 39.45it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 79%|███████▉ | 371/469 [00:09<00:02, 39.45it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 79%|███████▉ | 372/469 [00:09<00:02, 39.46it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 79%|███████▉ | 372/469 [00:09<00:02, 39.46it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 80%|███████▉ | 373/469 [00:09<00:02, 39.46it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 80%|███████▉ | 373/469 [00:09<00:02, 39.46it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 80%|███████▉ | 374/469 [00:09<00:02, 39.47it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 80%|███████▉ | 374/469 [00:09<00:02, 39.46it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 80%|███████▉ | 375/469 [00:09<00:02, 39.47it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 80%|███████▉ | 375/469 [00:09<00:02, 39.47it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 80%|████████ | 376/469 [00:09<00:02, 39.47it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 80%|████████ | 376/469 [00:09<00:02, 39.47it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 80%|████████ | 377/469 [00:09<00:02, 39.48it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 80%|████████ | 377/469 [00:09<00:02, 39.48it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 81%|████████ | 378/469 [00:09<00:02, 39.48it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 81%|████████ | 378/469 [00:09<00:02, 39.48it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 81%|████████ | 379/469 [00:09<00:02, 39.49it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 81%|████████ | 379/469 [00:09<00:02, 39.49it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 81%|████████ | 380/469 [00:09<00:02, 39.49it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 81%|████████ | 380/469 [00:09<00:02, 39.49it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 81%|████████ | 381/469 [00:09<00:02, 39.49it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 81%|████████ | 381/469 [00:09<00:02, 39.49it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 81%|████████▏ | 382/469 [00:09<00:02, 39.50it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 81%|████████▏ | 382/469 [00:09<00:02, 39.50it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 82%|████████▏ | 383/469 [00:09<00:02, 39.50it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 82%|████████▏ | 383/469 [00:09<00:02, 39.50it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 82%|████████▏ | 384/469 [00:09<00:02, 39.51it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 82%|████████▏ | 384/469 [00:09<00:02, 39.51it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 82%|████████▏ | 385/469 [00:09<00:02, 39.51it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 82%|████████▏ | 385/469 [00:09<00:02, 39.51it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 82%|████████▏ | 386/469 [00:09<00:02, 39.52it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 82%|████████▏ | 386/469 [00:09<00:02, 39.51it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 83%|████████▎ | 387/469 [00:09<00:02, 39.52it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 83%|████████▎ | 387/469 [00:09<00:02, 39.52it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 83%|████████▎ | 388/469 [00:09<00:02, 39.52it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 83%|████████▎ | 388/469 [00:09<00:02, 39.52it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 83%|████████▎ | 389/469 [00:09<00:02, 39.53it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 83%|████████▎ | 389/469 [00:09<00:02, 39.53it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 83%|████████▎ | 390/469 [00:09<00:01, 39.53it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 83%|████████▎ | 390/469 [00:09<00:01, 39.53it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 83%|████████▎ | 391/469 [00:09<00:01, 39.54it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 83%|████████▎ | 391/469 [00:09<00:01, 39.53it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 84%|████████▎ | 392/469 [00:09<00:01, 39.54it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 84%|████████▎ | 392/469 [00:09<00:01, 39.54it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 84%|████████▍ | 393/469 [00:09<00:01, 39.54it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 84%|████████▍ | 393/469 [00:09<00:01, 39.54it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 84%|████████▍ | 394/469 [00:09<00:01, 39.55it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 84%|████████▍ | 394/469 [00:09<00:01, 39.55it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 84%|████████▍ | 395/469 [00:09<00:01, 39.55it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 84%|████████▍ | 395/469 [00:09<00:01, 39.55it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 84%|████████▍ | 396/469 [00:10<00:01, 39.56it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 84%|████████▍ | 396/469 [00:10<00:01, 39.56it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 85%|████████▍ | 397/469 [00:10<00:01, 39.56it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 85%|████████▍ | 397/469 [00:10<00:01, 39.56it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 85%|████████▍ | 398/469 [00:10<00:01, 39.58it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 85%|████████▍ | 398/469 [00:10<00:01, 39.58it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 85%|████████▌ | 399/469 [00:10<00:01, 39.58it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 85%|████████▌ | 399/469 [00:10<00:01, 39.57it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 85%|████████▌ | 400/469 [00:10<00:01, 39.59it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 85%|████████▌ | 400/469 [00:10<00:01, 39.58it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 86%|████████▌ | 401/469 [00:10<00:01, 39.59it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 86%|████████▌ | 401/469 [00:10<00:01, 39.58it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 86%|████████▌ | 402/469 [00:10<00:01, 39.60it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 86%|████████▌ | 402/469 [00:10<00:01, 39.60it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 86%|████████▌ | 403/469 [00:10<00:01, 39.60it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 86%|████████▌ | 403/469 [00:10<00:01, 39.60it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 86%|████████▌ | 404/469 [00:10<00:01, 39.61it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 86%|████████▌ | 404/469 [00:10<00:01, 39.61it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 86%|████████▋ | 405/469 [00:10<00:01, 39.61it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 86%|████████▋ | 405/469 [00:10<00:01, 39.61it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 87%|████████▋ | 406/469 [00:10<00:01, 39.62it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 87%|████████▋ | 406/469 [00:10<00:01, 39.62it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 87%|████████▋ | 407/469 [00:10<00:01, 39.62it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 87%|████████▋ | 407/469 [00:10<00:01, 39.62it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 87%|████████▋ | 408/469 [00:10<00:01, 39.63it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 87%|████████▋ | 408/469 [00:10<00:01, 39.63it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 87%|████████▋ | 409/469 [00:10<00:01, 39.63it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 87%|████████▋ | 409/469 [00:10<00:01, 39.63it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 87%|████████▋ | 410/469 [00:10<00:01, 39.65it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 87%|████████▋ | 410/469 [00:10<00:01, 39.64it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 88%|████████▊ | 411/469 [00:10<00:01, 39.65it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 88%|████████▊ | 411/469 [00:10<00:01, 39.64it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 88%|████████▊ | 412/469 [00:10<00:01, 39.65it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 88%|████████▊ | 412/469 [00:10<00:01, 39.65it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 88%|████████▊ | 413/469 [00:10<00:01, 39.65it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 88%|████████▊ | 413/469 [00:10<00:01, 39.65it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 88%|████████▊ | 414/469 [00:10<00:01, 39.65it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 88%|████████▊ | 414/469 [00:10<00:01, 39.65it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 88%|████████▊ | 415/469 [00:10<00:01, 39.66it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 88%|████████▊ | 415/469 [00:10<00:01, 39.66it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 89%|████████▊ | 416/469 [00:10<00:01, 39.66it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 89%|████████▊ | 416/469 [00:10<00:01, 39.66it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 89%|████████▉ | 417/469 [00:10<00:01, 39.67it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 89%|████████▉ | 417/469 [00:10<00:01, 39.66it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 89%|████████▉ | 418/469 [00:10<00:01, 39.68it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 89%|████████▉ | 418/469 [00:10<00:01, 39.68it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 89%|████████▉ | 419/469 [00:10<00:01, 39.68it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 89%|████████▉ | 419/469 [00:10<00:01, 39.68it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 90%|████████▉ | 420/469 [00:10<00:01, 39.68it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 90%|████████▉ | 420/469 [00:10<00:01, 39.68it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 90%|████████▉ | 421/469 [00:10<00:01, 39.69it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 90%|████████▉ | 421/469 [00:10<00:01, 39.69it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 90%|████████▉ | 422/469 [00:10<00:01, 39.69it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 90%|████████▉ | 422/469 [00:10<00:01, 39.69it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 90%|█████████ | 423/469 [00:10<00:01, 39.70it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 90%|█████████ | 423/469 [00:10<00:01, 39.70it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 90%|█████████ | 424/469 [00:10<00:01, 39.70it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 90%|█████████ | 424/469 [00:10<00:01, 39.70it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 91%|█████████ | 425/469 [00:10<00:01, 39.71it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 91%|█████████ | 425/469 [00:10<00:01, 39.71it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 91%|█████████ | 426/469 [00:10<00:01, 39.71it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 91%|█████████ | 426/469 [00:10<00:01, 39.71it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 91%|█████████ | 427/469 [00:10<00:01, 39.70it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 91%|█████████ | 427/469 [00:10<00:01, 39.70it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 91%|█████████▏| 428/469 [00:10<00:01, 39.70it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 91%|█████████▏| 428/469 [00:10<00:01, 39.69it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 91%|█████████▏| 429/469 [00:10<00:01, 39.70it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 91%|█████████▏| 429/469 [00:10<00:01, 39.70it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 92%|█████████▏| 430/469 [00:10<00:00, 39.71it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 92%|█████████▏| 430/469 [00:10<00:00, 39.71it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 92%|█████████▏| 431/469 [00:10<00:00, 39.71it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 92%|█████████▏| 431/469 [00:10<00:00, 39.71it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 92%|█████████▏| 432/469 [00:10<00:00, 39.72it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 92%|█████████▏| 432/469 [00:10<00:00, 39.72it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 92%|█████████▏| 433/469 [00:10<00:00, 39.72it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 92%|█████████▏| 433/469 [00:10<00:00, 39.72it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 93%|█████████▎| 434/469 [00:10<00:00, 39.73it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 93%|█████████▎| 434/469 [00:10<00:00, 39.72it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 93%|█████████▎| 435/469 [00:10<00:00, 39.73it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 93%|█████████▎| 435/469 [00:10<00:00, 39.73it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 93%|█████████▎| 436/469 [00:10<00:00, 39.73it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 93%|█████████▎| 436/469 [00:10<00:00, 39.73it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 93%|█████████▎| 437/469 [00:10<00:00, 39.73it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 93%|█████████▎| 437/469 [00:10<00:00, 39.73it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 93%|█████████▎| 438/469 [00:11<00:00, 39.74it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 93%|█████████▎| 438/469 [00:11<00:00, 39.74it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 94%|█████████▎| 439/469 [00:11<00:00, 39.74it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 94%|█████████▎| 439/469 [00:11<00:00, 39.74it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 94%|█████████▍| 440/469 [00:11<00:00, 39.74it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 94%|█████████▍| 440/469 [00:11<00:00, 39.74it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 94%|█████████▍| 441/469 [00:11<00:00, 39.75it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 94%|█████████▍| 441/469 [00:11<00:00, 39.74it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 94%|█████████▍| 442/469 [00:11<00:00, 39.75it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 94%|█████████▍| 442/469 [00:11<00:00, 39.75it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 94%|█████████▍| 443/469 [00:11<00:00, 39.75it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 94%|█████████▍| 443/469 [00:11<00:00, 39.75it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 95%|█████████▍| 444/469 [00:11<00:00, 39.75it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 95%|█████████▍| 444/469 [00:11<00:00, 39.75it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 95%|█████████▍| 445/469 [00:11<00:00, 39.75it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 95%|█████████▍| 445/469 [00:11<00:00, 39.75it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 95%|█████████▌| 446/469 [00:11<00:00, 39.76it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 95%|█████████▌| 446/469 [00:11<00:00, 39.76it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 95%|█████████▌| 447/469 [00:11<00:00, 39.76it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 95%|█████████▌| 447/469 [00:11<00:00, 39.76it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 96%|█████████▌| 448/469 [00:11<00:00, 39.76it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 96%|█████████▌| 448/469 [00:11<00:00, 39.76it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 96%|█████████▌| 449/469 [00:11<00:00, 39.75it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 96%|█████████▌| 449/469 [00:11<00:00, 39.75it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 96%|█████████▌| 450/469 [00:11<00:00, 39.78it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 96%|█████████▌| 450/469 [00:11<00:00, 39.77it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 96%|█████████▌| 451/469 [00:11<00:00, 39.81it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 96%|█████████▌| 451/469 [00:11<00:00, 39.81it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 96%|█████████▋| 452/469 [00:11<00:00, 39.84it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 96%|█████████▋| 452/469 [00:11<00:00, 39.84it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 97%|█████████▋| 453/469 [00:11<00:00, 39.87it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 97%|█████████▋| 453/469 [00:11<00:00, 39.87it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 97%|█████████▋| 454/469 [00:11<00:00, 39.90it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 97%|█████████▋| 454/469 [00:11<00:00, 39.90it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 97%|█████████▋| 455/469 [00:11<00:00, 39.93it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 97%|█████████▋| 455/469 [00:11<00:00, 39.93it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 97%|█████████▋| 456/469 [00:11<00:00, 39.96it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 97%|█████████▋| 456/469 [00:11<00:00, 39.96it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 97%|█████████▋| 457/469 [00:11<00:00, 39.97it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 97%|█████████▋| 457/469 [00:11<00:00, 39.97it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 98%|█████████▊| 458/469 [00:11<00:00, 40.00it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 98%|█████████▊| 458/469 [00:11<00:00, 40.00it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 98%|█████████▊| 459/469 [00:11<00:00, 40.04it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 98%|█████████▊| 459/469 [00:11<00:00, 40.03it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 98%|█████████▊| 460/469 [00:11<00:00, 40.07it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 98%|█████████▊| 460/469 [00:11<00:00, 40.06it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 98%|█████████▊| 461/469 [00:11<00:00, 40.10it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 98%|█████████▊| 461/469 [00:11<00:00, 40.10it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 99%|█████████▊| 462/469 [00:11<00:00, 40.13it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 99%|█████████▊| 462/469 [00:11<00:00, 40.13it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 99%|█████████▊| 463/469 [00:11<00:00, 40.16it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 99%|█████████▊| 463/469 [00:11<00:00, 40.16it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 99%|█████████▉| 464/469 [00:11<00:00, 40.19it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 99%|█████████▉| 464/469 [00:11<00:00, 40.19it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 99%|█████████▉| 465/469 [00:11<00:00, 40.22it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 99%|█████████▉| 465/469 [00:11<00:00, 40.22it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 99%|█████████▉| 466/469 [00:11<00:00, 40.25it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 99%|█████████▉| 466/469 [00:11<00:00, 40.25it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 100%|█████████▉| 467/469 [00:11<00:00, 40.28it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 100%|█████████▉| 467/469 [00:11<00:00, 40.28it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 100%|█████████▉| 468/469 [00:11<00:00, 40.31it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 100%|█████████▉| 468/469 [00:11<00:00, 40.31it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 100%|██████████| 469/469 [00:11<00:00, 40.32it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 100%|██████████| 469/469 [00:11<00:00, 40.32it/s, v_num=8, acc1/train=0.990, f1/train=0.990, precision/train=0.990, recall/train=0.990, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
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Epoch 9: 100%|██████████| 469/469 [00:13<00:00, 35.72it/s, v_num=8, acc1/train=0.990, f1/train=0.990, precision/train=0.990, recall/train=0.990, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 9: 100%|██████████| 469/469 [00:13<00:00, 35.72it/s, v_num=8, acc1/train=0.990, f1/train=0.990, precision/train=0.990, recall/train=0.990, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
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SupervisedCrossEntropy(
(backbone): LeNet(
(conv1): Conv2d(1, 6, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2))
(pool1): AvgPool2d(kernel_size=2, stride=2, padding=0)
(conv2): Conv2d(6, 16, kernel_size=(5, 5), stride=(1, 1))
(pool2): AvgPool2d(kernel_size=2, stride=2, padding=0)
(fc1): Linear(in_features=400, out_features=120, bias=True)
(fc2): Linear(in_features=120, out_features=84, bias=True)
(fc3): Linear(in_features=84, out_features=10, bias=True)
)
)
Visualization of the classification metrics during training¶
During training, we can visualize the classification metrics logged
by the MetricsCallback using TensorBoard.
The logged metrics are stored in the lightning_logs folder by default.
They contain the accuracy, F1-score, precision (macro) and recall (macro).
def get_last_log_version(logs_dir="lightning_logs"):
versions = []
for d in os.listdir(logs_dir):
match = re.match(r"version_(\d+)", d)
if match:
versions.append(int(match.group(1)))
return max(versions) if versions else None
log_dir = f"lightning_logs/version_{get_last_log_version()}/"
ea = event_accumulator.EventAccumulator(log_dir)
ea.Reload()
metrics = [
"acc1/val",
"f1/val",
"precision/val",
"recall/val",
]
scalars = {m: ea.Scalars(m) for m in metrics}
Once all the metrics are loaded, we plot them as the number of training steps increases:
plt.figure(figsize=(5, 3))
for m, events in scalars.items():
steps = [e.step for e in events]
values = [e.value for e in events]
plt.plot(steps, values, label=m)
plt.xlabel(f"Nb steps (batch size={batch_size})")
plt.ylabel("Metric score")
plt.title("Classification scores on MNIST (test)")
plt.legend()
plt.show()

Unsupervised contrastive learning with metrics callback¶
We now demonstrate how to plot self-supervised metrics (alignment and uniformity scores) during the training of a SimCLR model (implementation from NIDL). The logic is the same as before.
Dataset and data augmentations for contrastive learning¶
To perform self-supervisde contrastive learning, we need to define a set of data augmentations to create multiple views of the same image. Since we work with grayscale images, we will use random resized crop and Gaussian blur. We reduce the size of the Gaussian kernel to 3x3 since MNIST images are only 28x28 pixels.
contrast_transforms = transforms.Compose(
[
transforms.RandomResizedCrop(size=28, scale=(0.8, 1.0)),
transforms.GaussianBlur(kernel_size=3),
transforms.ToTensor(),
transforms.Normalize((0.5,), (0.5,)),
]
)
We create a custom dataset that returns only the images (without labels).
class SSL_MNIST(MNIST):
def __getitem__(self, index):
img, _ = super().__getitem__(index)
return img
ssl_dataset = SSL_MNIST(
data_dir,
download=True,
transform=MultiViewsTransform(contrast_transforms, n_views=2),
)
test_ssl_dataset = SSL_MNIST(
data_dir,
download=True,
train=False,
transform=MultiViewsTransform(contrast_transforms, n_views=2),
)
train_ssl_loader = DataLoader(
ssl_dataset,
batch_size=batch_size,
shuffle=True,
pin_memory=True,
num_workers=num_workers,
)
test_ssl_loader = DataLoader(
test_ssl_dataset,
batch_size=batch_size,
shuffle=False,
pin_memory=True,
num_workers=num_workers,
)
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Now, we create the callback that will compute and log the self-supervised metrics during training and validation.
Important remark: uniformity score cannot be aggregated with a simple average over batch as the alignment score. Here, we perform an exact computation of the uniformity score on the validation set only. The score on the training set is just an approximation but we don’t require exact computation as the model’s weights are changing over iterations.
callback = MetricsCallback(
metrics={
"alignment": alignment_score,
"uniformity": uniformity_score,
"contrastive_acc": contrastive_accuracy_score,
},
needs={
"alignment": ["Z1", "Z2"],
"uniformity": {"z": lambda out: concat((out["Z1"], out["Z2"]))},
"contrastive_acc": ["Z1", "Z2"],
},
every_n_train_steps=1,
every_n_val_epochs=2,
)
model = SimCLR(
encoder=LeNet(num_classes=latent_size),
hidden_dims=[latent_size, 32],
lr=3e-4,
temperature=0.1,
weight_decay=5e-5,
max_epochs=30,
enable_checkpointing=False,
callbacks=callback, # <-- key part for metrics computation
)
model.fit(train_ssl_loader, test_ssl_loader)
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Epoch 0: 2%|▏ | 10/469 [00:01<01:28, 5.18it/s, v_num=9, loss/train=5.530, alignment/train=0.000385, uniformity/train=-0.00548, contrastive_acc/train=0.352]
Epoch 0: 2%|▏ | 11/469 [00:02<01:27, 5.23it/s, v_num=9, loss/train=5.530, alignment/train=0.000385, uniformity/train=-0.00548, contrastive_acc/train=0.352]
Epoch 0: 2%|▏ | 11/469 [00:02<01:27, 5.23it/s, v_num=9, loss/train=5.530, alignment/train=0.000451, uniformity/train=-0.00666, contrastive_acc/train=0.461]
Epoch 0: 3%|▎ | 12/469 [00:02<01:22, 5.56it/s, v_num=9, loss/train=5.530, alignment/train=0.000451, uniformity/train=-0.00666, contrastive_acc/train=0.461]
Epoch 0: 3%|▎ | 12/469 [00:02<01:22, 5.56it/s, v_num=9, loss/train=5.520, alignment/train=0.000514, uniformity/train=-0.008, contrastive_acc/train=0.324]
Epoch 0: 3%|▎ | 13/469 [00:02<01:17, 5.87it/s, v_num=9, loss/train=5.520, alignment/train=0.000514, uniformity/train=-0.008, contrastive_acc/train=0.324]
Epoch 0: 3%|▎ | 13/469 [00:02<01:17, 5.86it/s, v_num=9, loss/train=5.520, alignment/train=0.000784, uniformity/train=-0.0102, contrastive_acc/train=0.387]
Epoch 0: 3%|▎ | 14/469 [00:02<01:15, 6.03it/s, v_num=9, loss/train=5.520, alignment/train=0.000784, uniformity/train=-0.0102, contrastive_acc/train=0.387]
Epoch 0: 3%|▎ | 14/469 [00:02<01:15, 6.02it/s, v_num=9, loss/train=5.510, alignment/train=0.000708, uniformity/train=-0.0144, contrastive_acc/train=0.434]
Epoch 0: 3%|▎ | 15/469 [00:02<01:14, 6.12it/s, v_num=9, loss/train=5.510, alignment/train=0.000708, uniformity/train=-0.0144, contrastive_acc/train=0.434]
Epoch 0: 3%|▎ | 15/469 [00:02<01:14, 6.12it/s, v_num=9, loss/train=5.500, alignment/train=0.00123, uniformity/train=-0.0182, contrastive_acc/train=0.367]
Epoch 0: 3%|▎ | 16/469 [00:02<01:11, 6.30it/s, v_num=9, loss/train=5.500, alignment/train=0.00123, uniformity/train=-0.0182, contrastive_acc/train=0.367]
Epoch 0: 3%|▎ | 16/469 [00:02<01:11, 6.30it/s, v_num=9, loss/train=5.490, alignment/train=0.0011, uniformity/train=-0.0239, contrastive_acc/train=0.352]
Epoch 0: 4%|▎ | 17/469 [00:02<01:10, 6.42it/s, v_num=9, loss/train=5.490, alignment/train=0.0011, uniformity/train=-0.0239, contrastive_acc/train=0.352]
Epoch 0: 4%|▎ | 17/469 [00:02<01:10, 6.41it/s, v_num=9, loss/train=5.480, alignment/train=0.00153, uniformity/train=-0.0266, contrastive_acc/train=0.371]
Epoch 0: 4%|▍ | 18/469 [00:02<01:08, 6.63it/s, v_num=9, loss/train=5.480, alignment/train=0.00153, uniformity/train=-0.0266, contrastive_acc/train=0.371]
Epoch 0: 4%|▍ | 18/469 [00:02<01:08, 6.62it/s, v_num=9, loss/train=5.460, alignment/train=0.00175, uniformity/train=-0.0348, contrastive_acc/train=0.332]
Epoch 0: 4%|▍ | 19/469 [00:02<01:05, 6.85it/s, v_num=9, loss/train=5.460, alignment/train=0.00175, uniformity/train=-0.0348, contrastive_acc/train=0.332]
Epoch 0: 4%|▍ | 19/469 [00:02<01:05, 6.84it/s, v_num=9, loss/train=5.450, alignment/train=0.00249, uniformity/train=-0.0429, contrastive_acc/train=0.312]
Epoch 0: 4%|▍ | 20/469 [00:02<01:04, 6.93it/s, v_num=9, loss/train=5.450, alignment/train=0.00249, uniformity/train=-0.0429, contrastive_acc/train=0.312]
Epoch 0: 4%|▍ | 20/469 [00:02<01:04, 6.93it/s, v_num=9, loss/train=5.410, alignment/train=0.00321, uniformity/train=-0.0627, contrastive_acc/train=0.320]
Epoch 0: 4%|▍ | 21/469 [00:02<01:03, 7.02it/s, v_num=9, loss/train=5.410, alignment/train=0.00321, uniformity/train=-0.0627, contrastive_acc/train=0.320]
Epoch 0: 4%|▍ | 21/469 [00:02<01:03, 7.02it/s, v_num=9, loss/train=5.390, alignment/train=0.0043, uniformity/train=-0.0733, contrastive_acc/train=0.312]
Epoch 0: 5%|▍ | 22/469 [00:03<01:01, 7.21it/s, v_num=9, loss/train=5.390, alignment/train=0.0043, uniformity/train=-0.0733, contrastive_acc/train=0.312]
Epoch 0: 5%|▍ | 22/469 [00:03<01:02, 7.21it/s, v_num=9, loss/train=5.330, alignment/train=0.00364, uniformity/train=-0.0976, contrastive_acc/train=0.312]
Epoch 0: 5%|▍ | 23/469 [00:03<01:01, 7.31it/s, v_num=9, loss/train=5.330, alignment/train=0.00364, uniformity/train=-0.0976, contrastive_acc/train=0.312]
Epoch 0: 5%|▍ | 23/469 [00:03<01:01, 7.31it/s, v_num=9, loss/train=5.290, alignment/train=0.00468, uniformity/train=-0.117, contrastive_acc/train=0.359]
Epoch 0: 5%|▌ | 24/469 [00:03<01:00, 7.38it/s, v_num=9, loss/train=5.290, alignment/train=0.00468, uniformity/train=-0.117, contrastive_acc/train=0.359]
Epoch 0: 5%|▌ | 24/469 [00:03<01:00, 7.38it/s, v_num=9, loss/train=5.230, alignment/train=0.00589, uniformity/train=-0.148, contrastive_acc/train=0.320]
Epoch 0: 5%|▌ | 25/469 [00:03<00:59, 7.44it/s, v_num=9, loss/train=5.230, alignment/train=0.00589, uniformity/train=-0.148, contrastive_acc/train=0.320]
Epoch 0: 5%|▌ | 25/469 [00:03<00:59, 7.44it/s, v_num=9, loss/train=5.200, alignment/train=0.00806, uniformity/train=-0.165, contrastive_acc/train=0.266]
Epoch 0: 6%|▌ | 26/469 [00:03<00:59, 7.49it/s, v_num=9, loss/train=5.200, alignment/train=0.00806, uniformity/train=-0.165, contrastive_acc/train=0.266]
Epoch 0: 6%|▌ | 26/469 [00:03<00:59, 7.49it/s, v_num=9, loss/train=5.130, alignment/train=0.00869, uniformity/train=-0.20, contrastive_acc/train=0.301]
Epoch 0: 6%|▌ | 27/469 [00:03<00:57, 7.65it/s, v_num=9, loss/train=5.130, alignment/train=0.00869, uniformity/train=-0.20, contrastive_acc/train=0.301]
Epoch 0: 6%|▌ | 27/469 [00:03<00:57, 7.64it/s, v_num=9, loss/train=5.110, alignment/train=0.0144, uniformity/train=-0.227, contrastive_acc/train=0.258]
Epoch 0: 6%|▌ | 28/469 [00:03<00:56, 7.75it/s, v_num=9, loss/train=5.110, alignment/train=0.0144, uniformity/train=-0.227, contrastive_acc/train=0.258]
Epoch 0: 6%|▌ | 28/469 [00:03<00:56, 7.75it/s, v_num=9, loss/train=4.980, alignment/train=0.0156, uniformity/train=-0.303, contrastive_acc/train=0.258]
Epoch 0: 6%|▌ | 29/469 [00:03<00:55, 7.90it/s, v_num=9, loss/train=4.980, alignment/train=0.0156, uniformity/train=-0.303, contrastive_acc/train=0.258]
Epoch 0: 6%|▌ | 29/469 [00:03<00:55, 7.90it/s, v_num=9, loss/train=4.940, alignment/train=0.0198, uniformity/train=-0.327, contrastive_acc/train=0.305]
Epoch 0: 6%|▋ | 30/469 [00:03<00:55, 7.91it/s, v_num=9, loss/train=4.940, alignment/train=0.0198, uniformity/train=-0.327, contrastive_acc/train=0.305]
Epoch 0: 6%|▋ | 30/469 [00:03<00:55, 7.91it/s, v_num=9, loss/train=4.830, alignment/train=0.0226, uniformity/train=-0.419, contrastive_acc/train=0.230]
Epoch 0: 7%|▋ | 31/469 [00:03<00:55, 7.95it/s, v_num=9, loss/train=4.830, alignment/train=0.0226, uniformity/train=-0.419, contrastive_acc/train=0.230]
Epoch 0: 7%|▋ | 31/469 [00:03<00:55, 7.95it/s, v_num=9, loss/train=4.810, alignment/train=0.0302, uniformity/train=-0.439, contrastive_acc/train=0.320]
Epoch 0: 7%|▋ | 32/469 [00:03<00:54, 8.09it/s, v_num=9, loss/train=4.810, alignment/train=0.0302, uniformity/train=-0.439, contrastive_acc/train=0.320]
Epoch 0: 7%|▋ | 32/469 [00:03<00:54, 8.09it/s, v_num=9, loss/train=4.670, alignment/train=0.0248, uniformity/train=-0.525, contrastive_acc/train=0.328]
Epoch 0: 7%|▋ | 33/469 [00:04<00:53, 8.22it/s, v_num=9, loss/train=4.670, alignment/train=0.0248, uniformity/train=-0.525, contrastive_acc/train=0.328]
Epoch 0: 7%|▋ | 33/469 [00:04<00:53, 8.22it/s, v_num=9, loss/train=4.670, alignment/train=0.036, uniformity/train=-0.542, contrastive_acc/train=0.289]
Epoch 0: 7%|▋ | 34/469 [00:04<00:53, 8.07it/s, v_num=9, loss/train=4.670, alignment/train=0.036, uniformity/train=-0.542, contrastive_acc/train=0.289]
Epoch 0: 7%|▋ | 34/469 [00:04<00:53, 8.06it/s, v_num=9, loss/train=4.560, alignment/train=0.0331, uniformity/train=-0.618, contrastive_acc/train=0.324]
Epoch 0: 7%|▋ | 35/469 [00:04<00:53, 8.19it/s, v_num=9, loss/train=4.560, alignment/train=0.0331, uniformity/train=-0.618, contrastive_acc/train=0.324]
Epoch 0: 7%|▋ | 35/469 [00:04<00:53, 8.19it/s, v_num=9, loss/train=4.480, alignment/train=0.0319, uniformity/train=-0.702, contrastive_acc/train=0.301]
Epoch 0: 8%|▊ | 36/469 [00:04<00:52, 8.31it/s, v_num=9, loss/train=4.480, alignment/train=0.0319, uniformity/train=-0.702, contrastive_acc/train=0.301]
Epoch 0: 8%|▊ | 36/469 [00:04<00:52, 8.31it/s, v_num=9, loss/train=4.470, alignment/train=0.0374, uniformity/train=-0.687, contrastive_acc/train=0.355]
Epoch 0: 8%|▊ | 37/469 [00:04<00:51, 8.41it/s, v_num=9, loss/train=4.470, alignment/train=0.0374, uniformity/train=-0.687, contrastive_acc/train=0.355]
Epoch 0: 8%|▊ | 37/469 [00:04<00:51, 8.41it/s, v_num=9, loss/train=4.450, alignment/train=0.0622, uniformity/train=-0.832, contrastive_acc/train=0.320]
Epoch 0: 8%|▊ | 38/469 [00:04<00:51, 8.44it/s, v_num=9, loss/train=4.450, alignment/train=0.0622, uniformity/train=-0.832, contrastive_acc/train=0.320]
Epoch 0: 8%|▊ | 38/469 [00:04<00:51, 8.43it/s, v_num=9, loss/train=4.320, alignment/train=0.0439, uniformity/train=-0.825, contrastive_acc/train=0.344]
Epoch 0: 8%|▊ | 39/469 [00:04<00:50, 8.46it/s, v_num=9, loss/train=4.320, alignment/train=0.0439, uniformity/train=-0.825, contrastive_acc/train=0.344]
Epoch 0: 8%|▊ | 39/469 [00:04<00:50, 8.46it/s, v_num=9, loss/train=4.350, alignment/train=0.0596, uniformity/train=-0.887, contrastive_acc/train=0.238]
Epoch 0: 9%|▊ | 40/469 [00:04<00:50, 8.53it/s, v_num=9, loss/train=4.350, alignment/train=0.0596, uniformity/train=-0.887, contrastive_acc/train=0.238]
Epoch 0: 9%|▊ | 40/469 [00:04<00:50, 8.53it/s, v_num=9, loss/train=4.200, alignment/train=0.0482, uniformity/train=-0.931, contrastive_acc/train=0.312]
Epoch 0: 9%|▊ | 41/469 [00:04<00:49, 8.57it/s, v_num=9, loss/train=4.200, alignment/train=0.0482, uniformity/train=-0.931, contrastive_acc/train=0.312]
Epoch 0: 9%|▊ | 41/469 [00:04<00:49, 8.57it/s, v_num=9, loss/train=4.360, alignment/train=0.0851, uniformity/train=-0.949, contrastive_acc/train=0.293]
Epoch 0: 9%|▉ | 42/469 [00:04<00:49, 8.58it/s, v_num=9, loss/train=4.360, alignment/train=0.0851, uniformity/train=-0.949, contrastive_acc/train=0.293]
Epoch 0: 9%|▉ | 42/469 [00:04<00:49, 8.57it/s, v_num=9, loss/train=4.220, alignment/train=0.071, uniformity/train=-1.01, contrastive_acc/train=0.258]
Epoch 0: 9%|▉ | 43/469 [00:04<00:49, 8.68it/s, v_num=9, loss/train=4.220, alignment/train=0.071, uniformity/train=-1.01, contrastive_acc/train=0.258]
Epoch 0: 9%|▉ | 43/469 [00:04<00:49, 8.68it/s, v_num=9, loss/train=4.210, alignment/train=0.0851, uniformity/train=-1.05, contrastive_acc/train=0.320]
Epoch 0: 9%|▉ | 44/469 [00:05<00:48, 8.71it/s, v_num=9, loss/train=4.210, alignment/train=0.0851, uniformity/train=-1.05, contrastive_acc/train=0.320]
Epoch 0: 9%|▉ | 44/469 [00:05<00:48, 8.71it/s, v_num=9, loss/train=4.150, alignment/train=0.0837, uniformity/train=-1.13, contrastive_acc/train=0.219]
Epoch 0: 10%|▉ | 45/469 [00:05<00:48, 8.73it/s, v_num=9, loss/train=4.150, alignment/train=0.0837, uniformity/train=-1.13, contrastive_acc/train=0.219]
Epoch 0: 10%|▉ | 45/469 [00:05<00:48, 8.73it/s, v_num=9, loss/train=4.160, alignment/train=0.0976, uniformity/train=-1.15, contrastive_acc/train=0.348]
Epoch 0: 10%|▉ | 46/469 [00:05<00:47, 8.83it/s, v_num=9, loss/train=4.160, alignment/train=0.0976, uniformity/train=-1.15, contrastive_acc/train=0.348]
Epoch 0: 10%|▉ | 46/469 [00:05<00:47, 8.83it/s, v_num=9, loss/train=4.030, alignment/train=0.0719, uniformity/train=-1.17, contrastive_acc/train=0.410]
Epoch 0: 10%|█ | 47/469 [00:05<00:47, 8.92it/s, v_num=9, loss/train=4.030, alignment/train=0.0719, uniformity/train=-1.17, contrastive_acc/train=0.410]
Epoch 0: 10%|█ | 47/469 [00:05<00:47, 8.92it/s, v_num=9, loss/train=4.100, alignment/train=0.0919, uniformity/train=-1.19, contrastive_acc/train=0.281]
Epoch 0: 10%|█ | 48/469 [00:05<00:47, 8.86it/s, v_num=9, loss/train=4.100, alignment/train=0.0919, uniformity/train=-1.19, contrastive_acc/train=0.281]
Epoch 0: 10%|█ | 48/469 [00:05<00:47, 8.86it/s, v_num=9, loss/train=3.930, alignment/train=0.0799, uniformity/train=-1.25, contrastive_acc/train=0.297]
Epoch 0: 10%|█ | 49/469 [00:05<00:46, 8.95it/s, v_num=9, loss/train=3.930, alignment/train=0.0799, uniformity/train=-1.25, contrastive_acc/train=0.297]
Epoch 0: 10%|█ | 49/469 [00:05<00:46, 8.94it/s, v_num=9, loss/train=4.070, alignment/train=0.110, uniformity/train=-1.22, contrastive_acc/train=0.258]
Epoch 0: 11%|█ | 50/469 [00:05<00:46, 8.96it/s, v_num=9, loss/train=4.070, alignment/train=0.110, uniformity/train=-1.22, contrastive_acc/train=0.258]
Epoch 0: 11%|█ | 50/469 [00:05<00:46, 8.96it/s, v_num=9, loss/train=3.990, alignment/train=0.103, uniformity/train=-1.29, contrastive_acc/train=0.406]
Epoch 0: 11%|█ | 51/469 [00:05<00:46, 8.99it/s, v_num=9, loss/train=3.990, alignment/train=0.103, uniformity/train=-1.29, contrastive_acc/train=0.406]
Epoch 0: 11%|█ | 51/469 [00:05<00:46, 8.99it/s, v_num=9, loss/train=3.930, alignment/train=0.0896, uniformity/train=-1.30, contrastive_acc/train=0.270]
Epoch 0: 11%|█ | 52/469 [00:05<00:45, 9.07it/s, v_num=9, loss/train=3.930, alignment/train=0.0896, uniformity/train=-1.30, contrastive_acc/train=0.270]
Epoch 0: 11%|█ | 52/469 [00:05<00:45, 9.07it/s, v_num=9, loss/train=3.960, alignment/train=0.102, uniformity/train=-1.29, contrastive_acc/train=0.312]
Epoch 0: 11%|█▏ | 53/469 [00:05<00:45, 9.14it/s, v_num=9, loss/train=3.960, alignment/train=0.102, uniformity/train=-1.29, contrastive_acc/train=0.312]
Epoch 0: 11%|█▏ | 53/469 [00:05<00:45, 9.14it/s, v_num=9, loss/train=4.010, alignment/train=0.114, uniformity/train=-1.31, contrastive_acc/train=0.320]
Epoch 0: 12%|█▏ | 54/469 [00:05<00:45, 9.05it/s, v_num=9, loss/train=4.010, alignment/train=0.114, uniformity/train=-1.31, contrastive_acc/train=0.320]
Epoch 0: 12%|█▏ | 54/469 [00:05<00:45, 9.05it/s, v_num=9, loss/train=3.920, alignment/train=0.109, uniformity/train=-1.39, contrastive_acc/train=0.312]
Epoch 0: 12%|█▏ | 55/469 [00:06<00:45, 9.10it/s, v_num=9, loss/train=3.920, alignment/train=0.109, uniformity/train=-1.39, contrastive_acc/train=0.312]
Epoch 0: 12%|█▏ | 55/469 [00:06<00:45, 9.10it/s, v_num=9, loss/train=3.910, alignment/train=0.0994, uniformity/train=-1.36, contrastive_acc/train=0.344]
Epoch 0: 12%|█▏ | 56/469 [00:06<00:44, 9.18it/s, v_num=9, loss/train=3.910, alignment/train=0.0994, uniformity/train=-1.36, contrastive_acc/train=0.344]
Epoch 0: 12%|█▏ | 56/469 [00:06<00:44, 9.18it/s, v_num=9, loss/train=3.840, alignment/train=0.107, uniformity/train=-1.43, contrastive_acc/train=0.391]
Epoch 0: 12%|█▏ | 57/469 [00:06<00:45, 9.12it/s, v_num=9, loss/train=3.840, alignment/train=0.107, uniformity/train=-1.43, contrastive_acc/train=0.391]
Epoch 0: 12%|█▏ | 57/469 [00:06<00:45, 9.12it/s, v_num=9, loss/train=3.680, alignment/train=0.0771, uniformity/train=-1.44, contrastive_acc/train=0.352]
Epoch 0: 12%|█▏ | 58/469 [00:06<00:44, 9.17it/s, v_num=9, loss/train=3.680, alignment/train=0.0771, uniformity/train=-1.44, contrastive_acc/train=0.352]
Epoch 0: 12%|█▏ | 58/469 [00:06<00:44, 9.17it/s, v_num=9, loss/train=3.680, alignment/train=0.0906, uniformity/train=-1.47, contrastive_acc/train=0.422]
Epoch 0: 13%|█▎ | 59/469 [00:06<00:44, 9.24it/s, v_num=9, loss/train=3.680, alignment/train=0.0906, uniformity/train=-1.47, contrastive_acc/train=0.422]
Epoch 0: 13%|█▎ | 59/469 [00:06<00:44, 9.24it/s, v_num=9, loss/train=3.770, alignment/train=0.105, uniformity/train=-1.42, contrastive_acc/train=0.387]
Epoch 0: 13%|█▎ | 60/469 [00:06<00:44, 9.23it/s, v_num=9, loss/train=3.770, alignment/train=0.105, uniformity/train=-1.42, contrastive_acc/train=0.387]
Epoch 0: 13%|█▎ | 60/469 [00:06<00:44, 9.23it/s, v_num=9, loss/train=3.670, alignment/train=0.106, uniformity/train=-1.54, contrastive_acc/train=0.391]
Epoch 0: 13%|█▎ | 61/469 [00:06<00:44, 9.27it/s, v_num=9, loss/train=3.670, alignment/train=0.106, uniformity/train=-1.54, contrastive_acc/train=0.391]
Epoch 0: 13%|█▎ | 61/469 [00:06<00:44, 9.27it/s, v_num=9, loss/train=3.610, alignment/train=0.0936, uniformity/train=-1.54, contrastive_acc/train=0.402]
Epoch 0: 13%|█▎ | 62/469 [00:06<00:44, 9.23it/s, v_num=9, loss/train=3.610, alignment/train=0.0936, uniformity/train=-1.54, contrastive_acc/train=0.402]
Epoch 0: 13%|█▎ | 62/469 [00:06<00:44, 9.23it/s, v_num=9, loss/train=3.660, alignment/train=0.106, uniformity/train=-1.51, contrastive_acc/train=0.441]
Epoch 0: 13%|█▎ | 63/469 [00:06<00:44, 9.22it/s, v_num=9, loss/train=3.660, alignment/train=0.106, uniformity/train=-1.51, contrastive_acc/train=0.441]
Epoch 0: 13%|█▎ | 63/469 [00:06<00:44, 9.22it/s, v_num=9, loss/train=3.570, alignment/train=0.0934, uniformity/train=-1.48, contrastive_acc/train=0.461]
Epoch 0: 14%|█▎ | 64/469 [00:06<00:43, 9.23it/s, v_num=9, loss/train=3.570, alignment/train=0.0934, uniformity/train=-1.48, contrastive_acc/train=0.461]
Epoch 0: 14%|█▎ | 64/469 [00:06<00:43, 9.22it/s, v_num=9, loss/train=3.640, alignment/train=0.122, uniformity/train=-1.60, contrastive_acc/train=0.391]
Epoch 0: 14%|█▍ | 65/469 [00:06<00:43, 9.29it/s, v_num=9, loss/train=3.640, alignment/train=0.122, uniformity/train=-1.60, contrastive_acc/train=0.391]
Epoch 0: 14%|█▍ | 65/469 [00:06<00:43, 9.29it/s, v_num=9, loss/train=3.450, alignment/train=0.0972, uniformity/train=-1.65, contrastive_acc/train=0.449]
Epoch 0: 14%|█▍ | 66/469 [00:07<00:43, 9.27it/s, v_num=9, loss/train=3.450, alignment/train=0.0972, uniformity/train=-1.65, contrastive_acc/train=0.449]
Epoch 0: 14%|█▍ | 66/469 [00:07<00:43, 9.27it/s, v_num=9, loss/train=3.410, alignment/train=0.0866, uniformity/train=-1.61, contrastive_acc/train=0.422]
Epoch 0: 14%|█▍ | 67/469 [00:07<00:43, 9.29it/s, v_num=9, loss/train=3.410, alignment/train=0.0866, uniformity/train=-1.61, contrastive_acc/train=0.422]
Epoch 0: 14%|█▍ | 67/469 [00:07<00:43, 9.29it/s, v_num=9, loss/train=3.380, alignment/train=0.0819, uniformity/train=-1.64, contrastive_acc/train=0.535]
Epoch 0: 14%|█▍ | 68/469 [00:07<00:43, 9.31it/s, v_num=9, loss/train=3.380, alignment/train=0.0819, uniformity/train=-1.64, contrastive_acc/train=0.535]
Epoch 0: 14%|█▍ | 68/469 [00:07<00:43, 9.31it/s, v_num=9, loss/train=3.250, alignment/train=0.0805, uniformity/train=-1.70, contrastive_acc/train=0.496]
Epoch 0: 15%|█▍ | 69/469 [00:07<00:42, 9.33it/s, v_num=9, loss/train=3.250, alignment/train=0.0805, uniformity/train=-1.70, contrastive_acc/train=0.496]
Epoch 0: 15%|█▍ | 69/469 [00:07<00:42, 9.33it/s, v_num=9, loss/train=3.140, alignment/train=0.0609, uniformity/train=-1.74, contrastive_acc/train=0.559]
Epoch 0: 15%|█▍ | 70/469 [00:07<00:42, 9.39it/s, v_num=9, loss/train=3.140, alignment/train=0.0609, uniformity/train=-1.74, contrastive_acc/train=0.559]
Epoch 0: 15%|█▍ | 70/469 [00:07<00:42, 9.39it/s, v_num=9, loss/train=3.190, alignment/train=0.0859, uniformity/train=-1.77, contrastive_acc/train=0.531]
Epoch 0: 15%|█▌ | 71/469 [00:07<00:42, 9.45it/s, v_num=9, loss/train=3.190, alignment/train=0.0859, uniformity/train=-1.77, contrastive_acc/train=0.531]
Epoch 0: 15%|█▌ | 71/469 [00:07<00:42, 9.45it/s, v_num=9, loss/train=3.260, alignment/train=0.109, uniformity/train=-1.79, contrastive_acc/train=0.496]
Epoch 0: 15%|█▌ | 72/469 [00:07<00:41, 9.48it/s, v_num=9, loss/train=3.260, alignment/train=0.109, uniformity/train=-1.79, contrastive_acc/train=0.496]
Epoch 0: 15%|█▌ | 72/469 [00:07<00:41, 9.48it/s, v_num=9, loss/train=3.130, alignment/train=0.0729, uniformity/train=-1.73, contrastive_acc/train=0.676]
Epoch 0: 16%|█▌ | 73/469 [00:07<00:41, 9.46it/s, v_num=9, loss/train=3.130, alignment/train=0.0729, uniformity/train=-1.73, contrastive_acc/train=0.676]
Epoch 0: 16%|█▌ | 73/469 [00:07<00:41, 9.46it/s, v_num=9, loss/train=3.270, alignment/train=0.118, uniformity/train=-1.78, contrastive_acc/train=0.531]
Epoch 0: 16%|█▌ | 74/469 [00:07<00:41, 9.44it/s, v_num=9, loss/train=3.270, alignment/train=0.118, uniformity/train=-1.78, contrastive_acc/train=0.531]
Epoch 0: 16%|█▌ | 74/469 [00:07<00:41, 9.44it/s, v_num=9, loss/train=3.100, alignment/train=0.0969, uniformity/train=-1.83, contrastive_acc/train=0.652]
Epoch 0: 16%|█▌ | 75/469 [00:07<00:41, 9.48it/s, v_num=9, loss/train=3.100, alignment/train=0.0969, uniformity/train=-1.83, contrastive_acc/train=0.652]
Epoch 0: 16%|█▌ | 75/469 [00:07<00:41, 9.48it/s, v_num=9, loss/train=2.910, alignment/train=0.0644, uniformity/train=-1.88, contrastive_acc/train=0.621]
Epoch 0: 16%|█▌ | 76/469 [00:08<00:41, 9.49it/s, v_num=9, loss/train=2.910, alignment/train=0.0644, uniformity/train=-1.88, contrastive_acc/train=0.621]
Epoch 0: 16%|█▌ | 76/469 [00:08<00:41, 9.49it/s, v_num=9, loss/train=2.990, alignment/train=0.0881, uniformity/train=-1.84, contrastive_acc/train=0.492]
Epoch 0: 16%|█▋ | 77/469 [00:08<00:41, 9.55it/s, v_num=9, loss/train=2.990, alignment/train=0.0881, uniformity/train=-1.84, contrastive_acc/train=0.492]
Epoch 0: 16%|█▋ | 77/469 [00:08<00:41, 9.54it/s, v_num=9, loss/train=2.880, alignment/train=0.0863, uniformity/train=-1.96, contrastive_acc/train=0.531]
Epoch 0: 17%|█▋ | 78/469 [00:08<00:40, 9.56it/s, v_num=9, loss/train=2.880, alignment/train=0.0863, uniformity/train=-1.96, contrastive_acc/train=0.531]
Epoch 0: 17%|█▋ | 78/469 [00:08<00:40, 9.56it/s, v_num=9, loss/train=2.870, alignment/train=0.0933, uniformity/train=-1.99, contrastive_acc/train=0.594]
Epoch 0: 17%|█▋ | 79/469 [00:08<00:40, 9.57it/s, v_num=9, loss/train=2.870, alignment/train=0.0933, uniformity/train=-1.99, contrastive_acc/train=0.594]
Epoch 0: 17%|█▋ | 79/469 [00:08<00:40, 9.57it/s, v_num=9, loss/train=2.810, alignment/train=0.0934, uniformity/train=-2.03, contrastive_acc/train=0.648]
Epoch 0: 17%|█▋ | 80/469 [00:08<00:40, 9.59it/s, v_num=9, loss/train=2.810, alignment/train=0.0934, uniformity/train=-2.03, contrastive_acc/train=0.648]
Epoch 0: 17%|█▋ | 80/469 [00:08<00:40, 9.59it/s, v_num=9, loss/train=2.900, alignment/train=0.0927, uniformity/train=-1.98, contrastive_acc/train=0.594]
Epoch 0: 17%|█▋ | 81/469 [00:08<00:40, 9.64it/s, v_num=9, loss/train=2.900, alignment/train=0.0927, uniformity/train=-1.98, contrastive_acc/train=0.594]
Epoch 0: 17%|█▋ | 81/469 [00:08<00:40, 9.64it/s, v_num=9, loss/train=2.920, alignment/train=0.102, uniformity/train=-1.99, contrastive_acc/train=0.582]
Epoch 0: 17%|█▋ | 82/469 [00:08<00:40, 9.63it/s, v_num=9, loss/train=2.920, alignment/train=0.102, uniformity/train=-1.99, contrastive_acc/train=0.582]
Epoch 0: 17%|█▋ | 82/469 [00:08<00:40, 9.63it/s, v_num=9, loss/train=2.910, alignment/train=0.108, uniformity/train=-2.03, contrastive_acc/train=0.578]
Epoch 0: 18%|█▊ | 83/469 [00:08<00:40, 9.62it/s, v_num=9, loss/train=2.910, alignment/train=0.108, uniformity/train=-2.03, contrastive_acc/train=0.578]
Epoch 0: 18%|█▊ | 83/469 [00:08<00:40, 9.62it/s, v_num=9, loss/train=2.950, alignment/train=0.141, uniformity/train=-2.08, contrastive_acc/train=0.516]
Epoch 0: 18%|█▊ | 84/469 [00:08<00:39, 9.66it/s, v_num=9, loss/train=2.950, alignment/train=0.141, uniformity/train=-2.08, contrastive_acc/train=0.516]
Epoch 0: 18%|█▊ | 84/469 [00:08<00:39, 9.66it/s, v_num=9, loss/train=2.960, alignment/train=0.143, uniformity/train=-2.14, contrastive_acc/train=0.555]
Epoch 0: 18%|█▊ | 85/469 [00:08<00:39, 9.67it/s, v_num=9, loss/train=2.960, alignment/train=0.143, uniformity/train=-2.14, contrastive_acc/train=0.555]
Epoch 0: 18%|█▊ | 85/469 [00:08<00:39, 9.67it/s, v_num=9, loss/train=2.770, alignment/train=0.099, uniformity/train=-2.07, contrastive_acc/train=0.598]
Epoch 0: 18%|█▊ | 86/469 [00:08<00:39, 9.72it/s, v_num=9, loss/train=2.770, alignment/train=0.099, uniformity/train=-2.07, contrastive_acc/train=0.598]
Epoch 0: 18%|█▊ | 86/469 [00:08<00:39, 9.72it/s, v_num=9, loss/train=2.690, alignment/train=0.0997, uniformity/train=-2.15, contrastive_acc/train=0.629]
Epoch 0: 19%|█▊ | 87/469 [00:08<00:39, 9.75it/s, v_num=9, loss/train=2.690, alignment/train=0.0997, uniformity/train=-2.15, contrastive_acc/train=0.629]
Epoch 0: 19%|█▊ | 87/469 [00:08<00:39, 9.75it/s, v_num=9, loss/train=2.880, alignment/train=0.130, uniformity/train=-2.14, contrastive_acc/train=0.531]
Epoch 0: 19%|█▉ | 88/469 [00:09<00:39, 9.70it/s, v_num=9, loss/train=2.880, alignment/train=0.130, uniformity/train=-2.14, contrastive_acc/train=0.531]
Epoch 0: 19%|█▉ | 88/469 [00:09<00:39, 9.70it/s, v_num=9, loss/train=2.600, alignment/train=0.0868, uniformity/train=-2.16, contrastive_acc/train=0.660]
Epoch 0: 19%|█▉ | 89/469 [00:09<00:39, 9.71it/s, v_num=9, loss/train=2.600, alignment/train=0.0868, uniformity/train=-2.16, contrastive_acc/train=0.660]
Epoch 0: 19%|█▉ | 89/469 [00:09<00:39, 9.71it/s, v_num=9, loss/train=2.640, alignment/train=0.0925, uniformity/train=-2.13, contrastive_acc/train=0.660]
Epoch 0: 19%|█▉ | 90/469 [00:09<00:38, 9.76it/s, v_num=9, loss/train=2.640, alignment/train=0.0925, uniformity/train=-2.13, contrastive_acc/train=0.660]
Epoch 0: 19%|█▉ | 90/469 [00:09<00:38, 9.75it/s, v_num=9, loss/train=2.650, alignment/train=0.0979, uniformity/train=-2.20, contrastive_acc/train=0.684]
Epoch 0: 19%|█▉ | 91/469 [00:09<00:38, 9.75it/s, v_num=9, loss/train=2.650, alignment/train=0.0979, uniformity/train=-2.20, contrastive_acc/train=0.684]
Epoch 0: 19%|█▉ | 91/469 [00:09<00:38, 9.75it/s, v_num=9, loss/train=2.770, alignment/train=0.132, uniformity/train=-2.18, contrastive_acc/train=0.629]
Epoch 0: 20%|█▉ | 92/469 [00:09<00:38, 9.75it/s, v_num=9, loss/train=2.770, alignment/train=0.132, uniformity/train=-2.18, contrastive_acc/train=0.629]
Epoch 0: 20%|█▉ | 92/469 [00:09<00:38, 9.75it/s, v_num=9, loss/train=2.650, alignment/train=0.115, uniformity/train=-2.22, contrastive_acc/train=0.672]
Epoch 0: 20%|█▉ | 93/469 [00:09<00:38, 9.76it/s, v_num=9, loss/train=2.650, alignment/train=0.115, uniformity/train=-2.22, contrastive_acc/train=0.672]
Epoch 0: 20%|█▉ | 93/469 [00:09<00:38, 9.76it/s, v_num=9, loss/train=2.510, alignment/train=0.0912, uniformity/train=-2.20, contrastive_acc/train=0.664]
Epoch 0: 20%|██ | 94/469 [00:09<00:38, 9.78it/s, v_num=9, loss/train=2.510, alignment/train=0.0912, uniformity/train=-2.20, contrastive_acc/train=0.664]
Epoch 0: 20%|██ | 94/469 [00:09<00:38, 9.78it/s, v_num=9, loss/train=2.610, alignment/train=0.122, uniformity/train=-2.22, contrastive_acc/train=0.656]
Epoch 0: 20%|██ | 95/469 [00:09<00:38, 9.80it/s, v_num=9, loss/train=2.610, alignment/train=0.122, uniformity/train=-2.22, contrastive_acc/train=0.656]
Epoch 0: 20%|██ | 95/469 [00:09<00:38, 9.80it/s, v_num=9, loss/train=2.680, alignment/train=0.112, uniformity/train=-2.08, contrastive_acc/train=0.648]
Epoch 0: 20%|██ | 96/469 [00:09<00:37, 9.84it/s, v_num=9, loss/train=2.680, alignment/train=0.112, uniformity/train=-2.08, contrastive_acc/train=0.648]
Epoch 0: 20%|██ | 96/469 [00:09<00:37, 9.84it/s, v_num=9, loss/train=2.410, alignment/train=0.0832, uniformity/train=-2.21, contrastive_acc/train=0.750]
Epoch 0: 21%|██ | 97/469 [00:09<00:37, 9.88it/s, v_num=9, loss/train=2.410, alignment/train=0.0832, uniformity/train=-2.21, contrastive_acc/train=0.750]
Epoch 0: 21%|██ | 97/469 [00:09<00:37, 9.87it/s, v_num=9, loss/train=2.490, alignment/train=0.0913, uniformity/train=-2.23, contrastive_acc/train=0.707]
Epoch 0: 21%|██ | 98/469 [00:09<00:37, 9.87it/s, v_num=9, loss/train=2.490, alignment/train=0.0913, uniformity/train=-2.23, contrastive_acc/train=0.707]
Epoch 0: 21%|██ | 98/469 [00:09<00:37, 9.87it/s, v_num=9, loss/train=2.560, alignment/train=0.131, uniformity/train=-2.28, contrastive_acc/train=0.656]
Epoch 0: 21%|██ | 99/469 [00:10<00:37, 9.81it/s, v_num=9, loss/train=2.560, alignment/train=0.131, uniformity/train=-2.28, contrastive_acc/train=0.656]
Epoch 0: 21%|██ | 99/469 [00:10<00:37, 9.81it/s, v_num=9, loss/train=2.640, alignment/train=0.135, uniformity/train=-2.24, contrastive_acc/train=0.652]
Epoch 0: 21%|██▏ | 100/469 [00:10<00:37, 9.82it/s, v_num=9, loss/train=2.640, alignment/train=0.135, uniformity/train=-2.24, contrastive_acc/train=0.652]
Epoch 0: 21%|██▏ | 100/469 [00:10<00:37, 9.82it/s, v_num=9, loss/train=2.560, alignment/train=0.133, uniformity/train=-2.25, contrastive_acc/train=0.641]
Epoch 0: 22%|██▏ | 101/469 [00:10<00:37, 9.86it/s, v_num=9, loss/train=2.560, alignment/train=0.133, uniformity/train=-2.25, contrastive_acc/train=0.641]
Epoch 0: 22%|██▏ | 101/469 [00:10<00:37, 9.86it/s, v_num=9, loss/train=2.520, alignment/train=0.127, uniformity/train=-2.25, contrastive_acc/train=0.652]
Epoch 0: 22%|██▏ | 102/469 [00:10<00:37, 9.87it/s, v_num=9, loss/train=2.520, alignment/train=0.127, uniformity/train=-2.25, contrastive_acc/train=0.652]
Epoch 0: 22%|██▏ | 102/469 [00:10<00:37, 9.87it/s, v_num=9, loss/train=2.420, alignment/train=0.122, uniformity/train=-2.29, contrastive_acc/train=0.680]
Epoch 0: 22%|██▏ | 103/469 [00:10<00:37, 9.87it/s, v_num=9, loss/train=2.420, alignment/train=0.122, uniformity/train=-2.29, contrastive_acc/train=0.680]
Epoch 0: 22%|██▏ | 103/469 [00:10<00:37, 9.87it/s, v_num=9, loss/train=2.440, alignment/train=0.146, uniformity/train=-2.39, contrastive_acc/train=0.699]
Epoch 0: 22%|██▏ | 104/469 [00:10<00:36, 9.89it/s, v_num=9, loss/train=2.440, alignment/train=0.146, uniformity/train=-2.39, contrastive_acc/train=0.699]
Epoch 0: 22%|██▏ | 104/469 [00:10<00:36, 9.89it/s, v_num=9, loss/train=2.410, alignment/train=0.122, uniformity/train=-2.38, contrastive_acc/train=0.707]
Epoch 0: 22%|██▏ | 105/469 [00:10<00:36, 9.90it/s, v_num=9, loss/train=2.410, alignment/train=0.122, uniformity/train=-2.38, contrastive_acc/train=0.707]
Epoch 0: 22%|██▏ | 105/469 [00:10<00:36, 9.90it/s, v_num=9, loss/train=2.250, alignment/train=0.128, uniformity/train=-2.48, contrastive_acc/train=0.734]
Epoch 0: 23%|██▎ | 106/469 [00:10<00:36, 9.91it/s, v_num=9, loss/train=2.250, alignment/train=0.128, uniformity/train=-2.48, contrastive_acc/train=0.734]
Epoch 0: 23%|██▎ | 106/469 [00:10<00:36, 9.91it/s, v_num=9, loss/train=2.470, alignment/train=0.163, uniformity/train=-2.43, contrastive_acc/train=0.660]
Epoch 0: 23%|██▎ | 107/469 [00:10<00:36, 9.93it/s, v_num=9, loss/train=2.470, alignment/train=0.163, uniformity/train=-2.43, contrastive_acc/train=0.660]
Epoch 0: 23%|██▎ | 107/469 [00:10<00:36, 9.93it/s, v_num=9, loss/train=2.230, alignment/train=0.113, uniformity/train=-2.45, contrastive_acc/train=0.742]
Epoch 0: 23%|██▎ | 108/469 [00:10<00:36, 9.97it/s, v_num=9, loss/train=2.230, alignment/train=0.113, uniformity/train=-2.45, contrastive_acc/train=0.742]
Epoch 0: 23%|██▎ | 108/469 [00:10<00:36, 9.97it/s, v_num=9, loss/train=2.220, alignment/train=0.139, uniformity/train=-2.52, contrastive_acc/train=0.695]
Epoch 0: 23%|██▎ | 109/469 [00:10<00:35, 10.01it/s, v_num=9, loss/train=2.220, alignment/train=0.139, uniformity/train=-2.52, contrastive_acc/train=0.695]
Epoch 0: 23%|██▎ | 109/469 [00:10<00:35, 10.01it/s, v_num=9, loss/train=2.290, alignment/train=0.117, uniformity/train=-2.32, contrastive_acc/train=0.750]
Epoch 0: 23%|██▎ | 110/469 [00:10<00:35, 10.00it/s, v_num=9, loss/train=2.290, alignment/train=0.117, uniformity/train=-2.32, contrastive_acc/train=0.750]
Epoch 0: 23%|██▎ | 110/469 [00:10<00:35, 10.00it/s, v_num=9, loss/train=2.150, alignment/train=0.128, uniformity/train=-2.50, contrastive_acc/train=0.695]
Epoch 0: 24%|██▎ | 111/469 [00:11<00:36, 9.93it/s, v_num=9, loss/train=2.150, alignment/train=0.128, uniformity/train=-2.50, contrastive_acc/train=0.695]
Epoch 0: 24%|██▎ | 111/469 [00:11<00:36, 9.93it/s, v_num=9, loss/train=2.120, alignment/train=0.129, uniformity/train=-2.53, contrastive_acc/train=0.770]
Epoch 0: 24%|██▍ | 112/469 [00:11<00:35, 9.97it/s, v_num=9, loss/train=2.120, alignment/train=0.129, uniformity/train=-2.53, contrastive_acc/train=0.770]
Epoch 0: 24%|██▍ | 112/469 [00:11<00:35, 9.97it/s, v_num=9, loss/train=2.140, alignment/train=0.134, uniformity/train=-2.52, contrastive_acc/train=0.676]
Epoch 0: 24%|██▍ | 113/469 [00:11<00:35, 9.97it/s, v_num=9, loss/train=2.140, alignment/train=0.134, uniformity/train=-2.52, contrastive_acc/train=0.676]
Epoch 0: 24%|██▍ | 113/469 [00:11<00:35, 9.97it/s, v_num=9, loss/train=2.130, alignment/train=0.123, uniformity/train=-2.50, contrastive_acc/train=0.781]
Epoch 0: 24%|██▍ | 114/469 [00:11<00:35, 10.00it/s, v_num=9, loss/train=2.130, alignment/train=0.123, uniformity/train=-2.50, contrastive_acc/train=0.781]
Epoch 0: 24%|██▍ | 114/469 [00:11<00:35, 10.00it/s, v_num=9, loss/train=2.180, alignment/train=0.146, uniformity/train=-2.54, contrastive_acc/train=0.746]
Epoch 0: 25%|██▍ | 115/469 [00:11<00:35, 9.95it/s, v_num=9, loss/train=2.180, alignment/train=0.146, uniformity/train=-2.54, contrastive_acc/train=0.746]
Epoch 0: 25%|██▍ | 115/469 [00:11<00:35, 9.95it/s, v_num=9, loss/train=2.270, alignment/train=0.184, uniformity/train=-2.58, contrastive_acc/train=0.637]
Epoch 0: 25%|██▍ | 116/469 [00:11<00:35, 9.96it/s, v_num=9, loss/train=2.270, alignment/train=0.184, uniformity/train=-2.58, contrastive_acc/train=0.637]
Epoch 0: 25%|██▍ | 116/469 [00:11<00:35, 9.96it/s, v_num=9, loss/train=2.260, alignment/train=0.176, uniformity/train=-2.57, contrastive_acc/train=0.684]
Epoch 0: 25%|██▍ | 117/469 [00:11<00:35, 9.99it/s, v_num=9, loss/train=2.260, alignment/train=0.176, uniformity/train=-2.57, contrastive_acc/train=0.684]
Epoch 0: 25%|██▍ | 117/469 [00:11<00:35, 9.99it/s, v_num=9, loss/train=2.180, alignment/train=0.149, uniformity/train=-2.56, contrastive_acc/train=0.703]
Epoch 0: 25%|██▌ | 118/469 [00:11<00:35, 10.03it/s, v_num=9, loss/train=2.180, alignment/train=0.149, uniformity/train=-2.56, contrastive_acc/train=0.703]
Epoch 0: 25%|██▌ | 118/469 [00:11<00:35, 10.03it/s, v_num=9, loss/train=2.110, alignment/train=0.151, uniformity/train=-2.60, contrastive_acc/train=0.691]
Epoch 0: 25%|██▌ | 119/469 [00:11<00:34, 10.06it/s, v_num=9, loss/train=2.110, alignment/train=0.151, uniformity/train=-2.60, contrastive_acc/train=0.691]
Epoch 0: 25%|██▌ | 119/469 [00:11<00:34, 10.06it/s, v_num=9, loss/train=2.220, alignment/train=0.154, uniformity/train=-2.52, contrastive_acc/train=0.738]
Epoch 0: 26%|██▌ | 120/469 [00:11<00:34, 10.05it/s, v_num=9, loss/train=2.220, alignment/train=0.154, uniformity/train=-2.52, contrastive_acc/train=0.738]
Epoch 0: 26%|██▌ | 120/469 [00:11<00:34, 10.05it/s, v_num=9, loss/train=2.150, alignment/train=0.137, uniformity/train=-2.51, contrastive_acc/train=0.719]
Epoch 0: 26%|██▌ | 121/469 [00:12<00:34, 9.99it/s, v_num=9, loss/train=2.150, alignment/train=0.137, uniformity/train=-2.51, contrastive_acc/train=0.719]
Epoch 0: 26%|██▌ | 121/469 [00:12<00:34, 9.99it/s, v_num=9, loss/train=2.090, alignment/train=0.122, uniformity/train=-2.46, contrastive_acc/train=0.703]
Epoch 0: 26%|██▌ | 122/469 [00:12<00:34, 10.02it/s, v_num=9, loss/train=2.090, alignment/train=0.122, uniformity/train=-2.46, contrastive_acc/train=0.703]
Epoch 0: 26%|██▌ | 122/469 [00:12<00:34, 10.02it/s, v_num=9, loss/train=2.070, alignment/train=0.152, uniformity/train=-2.61, contrastive_acc/train=0.750]
Epoch 0: 26%|██▌ | 123/469 [00:12<00:34, 10.06it/s, v_num=9, loss/train=2.070, alignment/train=0.152, uniformity/train=-2.61, contrastive_acc/train=0.750]
Epoch 0: 26%|██▌ | 123/469 [00:12<00:34, 10.05it/s, v_num=9, loss/train=2.050, alignment/train=0.152, uniformity/train=-2.62, contrastive_acc/train=0.695]
Epoch 0: 26%|██▋ | 124/469 [00:12<00:34, 10.08it/s, v_num=9, loss/train=2.050, alignment/train=0.152, uniformity/train=-2.62, contrastive_acc/train=0.695]
Epoch 0: 26%|██▋ | 124/469 [00:12<00:34, 10.08it/s, v_num=9, loss/train=2.100, alignment/train=0.135, uniformity/train=-2.51, contrastive_acc/train=0.734]
Epoch 0: 27%|██▋ | 125/469 [00:12<00:34, 10.04it/s, v_num=9, loss/train=2.100, alignment/train=0.135, uniformity/train=-2.51, contrastive_acc/train=0.734]
Epoch 0: 27%|██▋ | 125/469 [00:12<00:34, 10.04it/s, v_num=9, loss/train=1.980, alignment/train=0.133, uniformity/train=-2.62, contrastive_acc/train=0.762]
Epoch 0: 27%|██▋ | 126/469 [00:12<00:34, 10.06it/s, v_num=9, loss/train=1.980, alignment/train=0.133, uniformity/train=-2.62, contrastive_acc/train=0.762]
Epoch 0: 27%|██▋ | 126/469 [00:12<00:34, 10.06it/s, v_num=9, loss/train=2.130, alignment/train=0.159, uniformity/train=-2.57, contrastive_acc/train=0.699]
Epoch 0: 27%|██▋ | 127/469 [00:12<00:33, 10.09it/s, v_num=9, loss/train=2.130, alignment/train=0.159, uniformity/train=-2.57, contrastive_acc/train=0.699]
Epoch 0: 27%|██▋ | 127/469 [00:12<00:33, 10.09it/s, v_num=9, loss/train=2.170, alignment/train=0.165, uniformity/train=-2.59, contrastive_acc/train=0.688]
Epoch 0: 27%|██▋ | 128/469 [00:12<00:33, 10.11it/s, v_num=9, loss/train=2.170, alignment/train=0.165, uniformity/train=-2.59, contrastive_acc/train=0.688]
Epoch 0: 27%|██▋ | 128/469 [00:12<00:33, 10.11it/s, v_num=9, loss/train=2.020, alignment/train=0.138, uniformity/train=-2.57, contrastive_acc/train=0.746]
Epoch 0: 28%|██▊ | 129/469 [00:12<00:33, 10.14it/s, v_num=9, loss/train=2.020, alignment/train=0.138, uniformity/train=-2.57, contrastive_acc/train=0.746]
Epoch 0: 28%|██▊ | 129/469 [00:12<00:33, 10.14it/s, v_num=9, loss/train=2.090, alignment/train=0.127, uniformity/train=-2.48, contrastive_acc/train=0.699]
Epoch 0: 28%|██▊ | 130/469 [00:12<00:33, 10.14it/s, v_num=9, loss/train=2.090, alignment/train=0.127, uniformity/train=-2.48, contrastive_acc/train=0.699]
Epoch 0: 28%|██▊ | 130/469 [00:12<00:33, 10.14it/s, v_num=9, loss/train=1.900, alignment/train=0.102, uniformity/train=-2.58, contrastive_acc/train=0.758]
Epoch 0: 28%|██▊ | 131/469 [00:13<00:33, 10.08it/s, v_num=9, loss/train=1.900, alignment/train=0.102, uniformity/train=-2.58, contrastive_acc/train=0.758]
Epoch 0: 28%|██▊ | 131/469 [00:13<00:33, 10.07it/s, v_num=9, loss/train=1.800, alignment/train=0.121, uniformity/train=-2.70, contrastive_acc/train=0.809]
Epoch 0: 28%|██▊ | 132/469 [00:13<00:33, 10.11it/s, v_num=9, loss/train=1.800, alignment/train=0.121, uniformity/train=-2.70, contrastive_acc/train=0.809]
Epoch 0: 28%|██▊ | 132/469 [00:13<00:33, 10.11it/s, v_num=9, loss/train=2.010, alignment/train=0.135, uniformity/train=-2.59, contrastive_acc/train=0.762]
Epoch 0: 28%|██▊ | 133/469 [00:13<00:33, 10.14it/s, v_num=9, loss/train=2.010, alignment/train=0.135, uniformity/train=-2.59, contrastive_acc/train=0.762]
Epoch 0: 28%|██▊ | 133/469 [00:13<00:33, 10.14it/s, v_num=9, loss/train=1.920, alignment/train=0.116, uniformity/train=-2.62, contrastive_acc/train=0.742]
Epoch 0: 29%|██▊ | 134/469 [00:13<00:32, 10.16it/s, v_num=9, loss/train=1.920, alignment/train=0.116, uniformity/train=-2.62, contrastive_acc/train=0.742]
Epoch 0: 29%|██▊ | 134/469 [00:13<00:32, 10.16it/s, v_num=9, loss/train=1.950, alignment/train=0.147, uniformity/train=-2.68, contrastive_acc/train=0.762]
Epoch 0: 29%|██▉ | 135/469 [00:13<00:32, 10.12it/s, v_num=9, loss/train=1.950, alignment/train=0.147, uniformity/train=-2.68, contrastive_acc/train=0.762]
Epoch 0: 29%|██▉ | 135/469 [00:13<00:32, 10.12it/s, v_num=9, loss/train=1.960, alignment/train=0.142, uniformity/train=-2.61, contrastive_acc/train=0.742]
Epoch 0: 29%|██▉ | 136/469 [00:13<00:32, 10.10it/s, v_num=9, loss/train=1.960, alignment/train=0.142, uniformity/train=-2.61, contrastive_acc/train=0.742]
Epoch 0: 29%|██▉ | 136/469 [00:13<00:32, 10.10it/s, v_num=9, loss/train=1.900, alignment/train=0.129, uniformity/train=-2.67, contrastive_acc/train=0.777]
Epoch 0: 29%|██▉ | 137/469 [00:13<00:32, 10.13it/s, v_num=9, loss/train=1.900, alignment/train=0.129, uniformity/train=-2.67, contrastive_acc/train=0.777]
Epoch 0: 29%|██▉ | 137/469 [00:13<00:32, 10.13it/s, v_num=9, loss/train=1.980, alignment/train=0.150, uniformity/train=-2.67, contrastive_acc/train=0.715]
Epoch 0: 29%|██▉ | 138/469 [00:13<00:32, 10.14it/s, v_num=9, loss/train=1.980, alignment/train=0.150, uniformity/train=-2.67, contrastive_acc/train=0.715]
Epoch 0: 29%|██▉ | 138/469 [00:13<00:32, 10.14it/s, v_num=9, loss/train=1.960, alignment/train=0.134, uniformity/train=-2.67, contrastive_acc/train=0.684]
Epoch 0: 30%|██▉ | 139/469 [00:13<00:32, 10.15it/s, v_num=9, loss/train=1.960, alignment/train=0.134, uniformity/train=-2.67, contrastive_acc/train=0.684]
Epoch 0: 30%|██▉ | 139/469 [00:13<00:32, 10.15it/s, v_num=9, loss/train=1.900, alignment/train=0.136, uniformity/train=-2.71, contrastive_acc/train=0.723]
Epoch 0: 30%|██▉ | 140/469 [00:13<00:32, 10.15it/s, v_num=9, loss/train=1.900, alignment/train=0.136, uniformity/train=-2.71, contrastive_acc/train=0.723]
Epoch 0: 30%|██▉ | 140/469 [00:13<00:32, 10.15it/s, v_num=9, loss/train=1.970, alignment/train=0.154, uniformity/train=-2.73, contrastive_acc/train=0.730]
Epoch 0: 30%|███ | 141/469 [00:13<00:32, 10.17it/s, v_num=9, loss/train=1.970, alignment/train=0.154, uniformity/train=-2.73, contrastive_acc/train=0.730]
Epoch 0: 30%|███ | 141/469 [00:13<00:32, 10.17it/s, v_num=9, loss/train=2.060, alignment/train=0.173, uniformity/train=-2.67, contrastive_acc/train=0.742]
Epoch 0: 30%|███ | 142/469 [00:13<00:32, 10.16it/s, v_num=9, loss/train=2.060, alignment/train=0.173, uniformity/train=-2.67, contrastive_acc/train=0.742]
Epoch 0: 30%|███ | 142/469 [00:13<00:32, 10.16it/s, v_num=9, loss/train=2.040, alignment/train=0.175, uniformity/train=-2.65, contrastive_acc/train=0.652]
Epoch 0: 30%|███ | 143/469 [00:14<00:32, 10.19it/s, v_num=9, loss/train=2.040, alignment/train=0.175, uniformity/train=-2.65, contrastive_acc/train=0.652]
Epoch 0: 30%|███ | 143/469 [00:14<00:32, 10.18it/s, v_num=9, loss/train=2.010, alignment/train=0.139, uniformity/train=-2.68, contrastive_acc/train=0.723]
Epoch 0: 31%|███ | 144/469 [00:14<00:31, 10.21it/s, v_num=9, loss/train=2.010, alignment/train=0.139, uniformity/train=-2.68, contrastive_acc/train=0.723]
Epoch 0: 31%|███ | 144/469 [00:14<00:31, 10.21it/s, v_num=9, loss/train=1.810, alignment/train=0.148, uniformity/train=-2.75, contrastive_acc/train=0.777]
Epoch 0: 31%|███ | 145/469 [00:14<00:31, 10.16it/s, v_num=9, loss/train=1.810, alignment/train=0.148, uniformity/train=-2.75, contrastive_acc/train=0.777]
Epoch 0: 31%|███ | 145/469 [00:14<00:31, 10.16it/s, v_num=9, loss/train=1.940, alignment/train=0.138, uniformity/train=-2.64, contrastive_acc/train=0.742]
Epoch 0: 31%|███ | 146/469 [00:14<00:31, 10.19it/s, v_num=9, loss/train=1.940, alignment/train=0.138, uniformity/train=-2.64, contrastive_acc/train=0.742]
Epoch 0: 31%|███ | 146/469 [00:14<00:31, 10.19it/s, v_num=9, loss/train=1.940, alignment/train=0.144, uniformity/train=-2.69, contrastive_acc/train=0.754]
Epoch 0: 31%|███▏ | 147/469 [00:14<00:31, 10.19it/s, v_num=9, loss/train=1.940, alignment/train=0.144, uniformity/train=-2.69, contrastive_acc/train=0.754]
Epoch 0: 31%|███▏ | 147/469 [00:14<00:31, 10.19it/s, v_num=9, loss/train=2.000, alignment/train=0.142, uniformity/train=-2.61, contrastive_acc/train=0.773]
Epoch 0: 32%|███▏ | 148/469 [00:14<00:31, 10.21it/s, v_num=9, loss/train=2.000, alignment/train=0.142, uniformity/train=-2.61, contrastive_acc/train=0.773]
Epoch 0: 32%|███▏ | 148/469 [00:14<00:31, 10.21it/s, v_num=9, loss/train=1.740, alignment/train=0.108, uniformity/train=-2.66, contrastive_acc/train=0.820]
Epoch 0: 32%|███▏ | 149/469 [00:14<00:31, 10.24it/s, v_num=9, loss/train=1.740, alignment/train=0.108, uniformity/train=-2.66, contrastive_acc/train=0.820]
Epoch 0: 32%|███▏ | 149/469 [00:14<00:31, 10.24it/s, v_num=9, loss/train=1.900, alignment/train=0.135, uniformity/train=-2.67, contrastive_acc/train=0.770]
Epoch 0: 32%|███▏ | 150/469 [00:14<00:31, 10.19it/s, v_num=9, loss/train=1.900, alignment/train=0.135, uniformity/train=-2.67, contrastive_acc/train=0.770]
Epoch 0: 32%|███▏ | 150/469 [00:14<00:31, 10.19it/s, v_num=9, loss/train=1.790, alignment/train=0.120, uniformity/train=-2.73, contrastive_acc/train=0.762]
Epoch 0: 32%|███▏ | 151/469 [00:14<00:31, 10.22it/s, v_num=9, loss/train=1.790, alignment/train=0.120, uniformity/train=-2.73, contrastive_acc/train=0.762]
Epoch 0: 32%|███▏ | 151/469 [00:14<00:31, 10.22it/s, v_num=9, loss/train=1.710, alignment/train=0.117, uniformity/train=-2.75, contrastive_acc/train=0.820]
Epoch 0: 32%|███▏ | 152/469 [00:14<00:31, 10.22it/s, v_num=9, loss/train=1.710, alignment/train=0.117, uniformity/train=-2.75, contrastive_acc/train=0.820]
Epoch 0: 32%|███▏ | 152/469 [00:14<00:31, 10.22it/s, v_num=9, loss/train=1.790, alignment/train=0.132, uniformity/train=-2.74, contrastive_acc/train=0.766]
Epoch 0: 33%|███▎ | 153/469 [00:14<00:30, 10.21it/s, v_num=9, loss/train=1.790, alignment/train=0.132, uniformity/train=-2.74, contrastive_acc/train=0.766]
Epoch 0: 33%|███▎ | 153/469 [00:14<00:30, 10.21it/s, v_num=9, loss/train=1.890, alignment/train=0.143, uniformity/train=-2.66, contrastive_acc/train=0.723]
Epoch 0: 33%|███▎ | 154/469 [00:15<00:30, 10.23it/s, v_num=9, loss/train=1.890, alignment/train=0.143, uniformity/train=-2.66, contrastive_acc/train=0.723]
Epoch 0: 33%|███▎ | 154/469 [00:15<00:30, 10.23it/s, v_num=9, loss/train=1.890, alignment/train=0.154, uniformity/train=-2.75, contrastive_acc/train=0.770]
Epoch 0: 33%|███▎ | 155/469 [00:15<00:30, 10.24it/s, v_num=9, loss/train=1.890, alignment/train=0.154, uniformity/train=-2.75, contrastive_acc/train=0.770]
Epoch 0: 33%|███▎ | 155/469 [00:15<00:30, 10.24it/s, v_num=9, loss/train=1.790, alignment/train=0.124, uniformity/train=-2.72, contrastive_acc/train=0.785]
Epoch 0: 33%|███▎ | 156/469 [00:15<00:30, 10.23it/s, v_num=9, loss/train=1.790, alignment/train=0.124, uniformity/train=-2.72, contrastive_acc/train=0.785]
Epoch 0: 33%|███▎ | 156/469 [00:15<00:30, 10.23it/s, v_num=9, loss/train=1.830, alignment/train=0.130, uniformity/train=-2.73, contrastive_acc/train=0.797]
Epoch 0: 33%|███▎ | 157/469 [00:15<00:30, 10.24it/s, v_num=9, loss/train=1.830, alignment/train=0.130, uniformity/train=-2.73, contrastive_acc/train=0.797]
Epoch 0: 33%|███▎ | 157/469 [00:15<00:30, 10.23it/s, v_num=9, loss/train=1.700, alignment/train=0.130, uniformity/train=-2.79, contrastive_acc/train=0.828]
Epoch 0: 34%|███▎ | 158/469 [00:15<00:30, 10.25it/s, v_num=9, loss/train=1.700, alignment/train=0.130, uniformity/train=-2.79, contrastive_acc/train=0.828]
Epoch 0: 34%|███▎ | 158/469 [00:15<00:30, 10.25it/s, v_num=9, loss/train=1.740, alignment/train=0.132, uniformity/train=-2.77, contrastive_acc/train=0.762]
Epoch 0: 34%|███▍ | 159/469 [00:15<00:30, 10.27it/s, v_num=9, loss/train=1.740, alignment/train=0.132, uniformity/train=-2.77, contrastive_acc/train=0.762]
Epoch 0: 34%|███▍ | 159/469 [00:15<00:30, 10.27it/s, v_num=9, loss/train=1.900, alignment/train=0.149, uniformity/train=-2.74, contrastive_acc/train=0.730]
Epoch 0: 34%|███▍ | 160/469 [00:15<00:30, 10.30it/s, v_num=9, loss/train=1.900, alignment/train=0.149, uniformity/train=-2.74, contrastive_acc/train=0.730]
Epoch 0: 34%|███▍ | 160/469 [00:15<00:30, 10.30it/s, v_num=9, loss/train=1.790, alignment/train=0.132, uniformity/train=-2.74, contrastive_acc/train=0.762]
Epoch 0: 34%|███▍ | 161/469 [00:15<00:29, 10.32it/s, v_num=9, loss/train=1.790, alignment/train=0.132, uniformity/train=-2.74, contrastive_acc/train=0.762]
Epoch 0: 34%|███▍ | 161/469 [00:15<00:29, 10.32it/s, v_num=9, loss/train=1.790, alignment/train=0.130, uniformity/train=-2.74, contrastive_acc/train=0.777]
Epoch 0: 35%|███▍ | 162/469 [00:15<00:29, 10.25it/s, v_num=9, loss/train=1.790, alignment/train=0.130, uniformity/train=-2.74, contrastive_acc/train=0.777]
Epoch 0: 35%|███▍ | 162/469 [00:15<00:29, 10.25it/s, v_num=9, loss/train=1.760, alignment/train=0.142, uniformity/train=-2.80, contrastive_acc/train=0.793]
Epoch 0: 35%|███▍ | 163/469 [00:15<00:29, 10.26it/s, v_num=9, loss/train=1.760, alignment/train=0.142, uniformity/train=-2.80, contrastive_acc/train=0.793]
Epoch 0: 35%|███▍ | 163/469 [00:15<00:29, 10.26it/s, v_num=9, loss/train=1.930, alignment/train=0.158, uniformity/train=-2.71, contrastive_acc/train=0.734]
Epoch 0: 35%|███▍ | 164/469 [00:15<00:29, 10.28it/s, v_num=9, loss/train=1.930, alignment/train=0.158, uniformity/train=-2.71, contrastive_acc/train=0.734]
Epoch 0: 35%|███▍ | 164/469 [00:15<00:29, 10.28it/s, v_num=9, loss/train=1.690, alignment/train=0.115, uniformity/train=-2.73, contrastive_acc/train=0.781]
Epoch 0: 35%|███▌ | 165/469 [00:16<00:29, 10.31it/s, v_num=9, loss/train=1.690, alignment/train=0.115, uniformity/train=-2.73, contrastive_acc/train=0.781]
Epoch 0: 35%|███▌ | 165/469 [00:16<00:29, 10.31it/s, v_num=9, loss/train=1.620, alignment/train=0.119, uniformity/train=-2.79, contrastive_acc/train=0.824]
Epoch 0: 35%|███▌ | 166/469 [00:16<00:29, 10.33it/s, v_num=9, loss/train=1.620, alignment/train=0.119, uniformity/train=-2.79, contrastive_acc/train=0.824]
Epoch 0: 35%|███▌ | 166/469 [00:16<00:29, 10.33it/s, v_num=9, loss/train=1.760, alignment/train=0.131, uniformity/train=-2.79, contrastive_acc/train=0.770]
Epoch 0: 36%|███▌ | 167/469 [00:16<00:29, 10.34it/s, v_num=9, loss/train=1.760, alignment/train=0.131, uniformity/train=-2.79, contrastive_acc/train=0.770]
Epoch 0: 36%|███▌ | 167/469 [00:16<00:29, 10.34it/s, v_num=9, loss/train=1.900, alignment/train=0.169, uniformity/train=-2.79, contrastive_acc/train=0.738]
Epoch 0: 36%|███▌ | 168/469 [00:16<00:29, 10.33it/s, v_num=9, loss/train=1.900, alignment/train=0.169, uniformity/train=-2.79, contrastive_acc/train=0.738]
Epoch 0: 36%|███▌ | 168/469 [00:16<00:29, 10.33it/s, v_num=9, loss/train=1.800, alignment/train=0.137, uniformity/train=-2.75, contrastive_acc/train=0.746]
Epoch 0: 36%|███▌ | 169/469 [00:16<00:29, 10.31it/s, v_num=9, loss/train=1.800, alignment/train=0.137, uniformity/train=-2.75, contrastive_acc/train=0.746]
Epoch 0: 36%|███▌ | 169/469 [00:16<00:29, 10.31it/s, v_num=9, loss/train=1.810, alignment/train=0.141, uniformity/train=-2.79, contrastive_acc/train=0.742]
Epoch 0: 36%|███▌ | 170/469 [00:16<00:29, 10.31it/s, v_num=9, loss/train=1.810, alignment/train=0.141, uniformity/train=-2.79, contrastive_acc/train=0.742]
Epoch 0: 36%|███▌ | 170/469 [00:16<00:29, 10.30it/s, v_num=9, loss/train=1.620, alignment/train=0.113, uniformity/train=-2.79, contrastive_acc/train=0.812]
Epoch 0: 36%|███▋ | 171/469 [00:16<00:28, 10.33it/s, v_num=9, loss/train=1.620, alignment/train=0.113, uniformity/train=-2.79, contrastive_acc/train=0.812]
Epoch 0: 36%|███▋ | 171/469 [00:16<00:28, 10.33it/s, v_num=9, loss/train=1.760, alignment/train=0.157, uniformity/train=-2.84, contrastive_acc/train=0.785]
Epoch 0: 37%|███▋ | 172/469 [00:16<00:28, 10.33it/s, v_num=9, loss/train=1.760, alignment/train=0.157, uniformity/train=-2.84, contrastive_acc/train=0.785]
Epoch 0: 37%|███▋ | 172/469 [00:16<00:28, 10.33it/s, v_num=9, loss/train=1.750, alignment/train=0.113, uniformity/train=-2.76, contrastive_acc/train=0.750]
Epoch 0: 37%|███▋ | 173/469 [00:16<00:28, 10.33it/s, v_num=9, loss/train=1.750, alignment/train=0.113, uniformity/train=-2.76, contrastive_acc/train=0.750]
Epoch 0: 37%|███▋ | 173/469 [00:16<00:28, 10.33it/s, v_num=9, loss/train=1.670, alignment/train=0.115, uniformity/train=-2.78, contrastive_acc/train=0.801]
Epoch 0: 37%|███▋ | 174/469 [00:16<00:28, 10.34it/s, v_num=9, loss/train=1.670, alignment/train=0.115, uniformity/train=-2.78, contrastive_acc/train=0.801]
Epoch 0: 37%|███▋ | 174/469 [00:16<00:28, 10.34it/s, v_num=9, loss/train=1.640, alignment/train=0.121, uniformity/train=-2.78, contrastive_acc/train=0.820]
Epoch 0: 37%|███▋ | 175/469 [00:16<00:28, 10.37it/s, v_num=9, loss/train=1.640, alignment/train=0.121, uniformity/train=-2.78, contrastive_acc/train=0.820]
Epoch 0: 37%|███▋ | 175/469 [00:16<00:28, 10.37it/s, v_num=9, loss/train=1.720, alignment/train=0.125, uniformity/train=-2.77, contrastive_acc/train=0.750]
Epoch 0: 38%|███▊ | 176/469 [00:17<00:28, 10.35it/s, v_num=9, loss/train=1.720, alignment/train=0.125, uniformity/train=-2.77, contrastive_acc/train=0.750]
Epoch 0: 38%|███▊ | 176/469 [00:17<00:28, 10.35it/s, v_num=9, loss/train=1.710, alignment/train=0.140, uniformity/train=-2.81, contrastive_acc/train=0.773]
Epoch 0: 38%|███▊ | 177/469 [00:17<00:28, 10.32it/s, v_num=9, loss/train=1.710, alignment/train=0.140, uniformity/train=-2.81, contrastive_acc/train=0.773]
Epoch 0: 38%|███▊ | 177/469 [00:17<00:28, 10.32it/s, v_num=9, loss/train=1.770, alignment/train=0.138, uniformity/train=-2.76, contrastive_acc/train=0.781]
Epoch 0: 38%|███▊ | 178/469 [00:17<00:28, 10.35it/s, v_num=9, loss/train=1.770, alignment/train=0.138, uniformity/train=-2.76, contrastive_acc/train=0.781]
Epoch 0: 38%|███▊ | 178/469 [00:17<00:28, 10.35it/s, v_num=9, loss/train=1.680, alignment/train=0.144, uniformity/train=-2.83, contrastive_acc/train=0.770]
Epoch 0: 38%|███▊ | 179/469 [00:17<00:28, 10.35it/s, v_num=9, loss/train=1.680, alignment/train=0.144, uniformity/train=-2.83, contrastive_acc/train=0.770]
Epoch 0: 38%|███▊ | 179/469 [00:17<00:28, 10.35it/s, v_num=9, loss/train=1.630, alignment/train=0.134, uniformity/train=-2.84, contrastive_acc/train=0.836]
Epoch 0: 38%|███▊ | 180/469 [00:17<00:27, 10.37it/s, v_num=9, loss/train=1.630, alignment/train=0.134, uniformity/train=-2.84, contrastive_acc/train=0.836]
Epoch 0: 38%|███▊ | 180/469 [00:17<00:27, 10.37it/s, v_num=9, loss/train=1.800, alignment/train=0.165, uniformity/train=-2.75, contrastive_acc/train=0.766]
Epoch 0: 39%|███▊ | 181/469 [00:17<00:27, 10.37it/s, v_num=9, loss/train=1.800, alignment/train=0.165, uniformity/train=-2.75, contrastive_acc/train=0.766]
Epoch 0: 39%|███▊ | 181/469 [00:17<00:27, 10.37it/s, v_num=9, loss/train=1.830, alignment/train=0.141, uniformity/train=-2.70, contrastive_acc/train=0.777]
Epoch 0: 39%|███▉ | 182/469 [00:17<00:27, 10.36it/s, v_num=9, loss/train=1.830, alignment/train=0.141, uniformity/train=-2.70, contrastive_acc/train=0.777]
Epoch 0: 39%|███▉ | 182/469 [00:17<00:27, 10.36it/s, v_num=9, loss/train=1.850, alignment/train=0.172, uniformity/train=-2.78, contrastive_acc/train=0.738]
Epoch 0: 39%|███▉ | 183/469 [00:17<00:27, 10.35it/s, v_num=9, loss/train=1.850, alignment/train=0.172, uniformity/train=-2.78, contrastive_acc/train=0.738]
Epoch 0: 39%|███▉ | 183/469 [00:17<00:27, 10.35it/s, v_num=9, loss/train=1.670, alignment/train=0.129, uniformity/train=-2.82, contrastive_acc/train=0.781]
Epoch 0: 39%|███▉ | 184/469 [00:17<00:27, 10.37it/s, v_num=9, loss/train=1.670, alignment/train=0.129, uniformity/train=-2.82, contrastive_acc/train=0.781]
Epoch 0: 39%|███▉ | 184/469 [00:17<00:27, 10.37it/s, v_num=9, loss/train=1.760, alignment/train=0.137, uniformity/train=-2.77, contrastive_acc/train=0.785]
Epoch 0: 39%|███▉ | 185/469 [00:17<00:27, 10.36it/s, v_num=9, loss/train=1.760, alignment/train=0.137, uniformity/train=-2.77, contrastive_acc/train=0.785]
Epoch 0: 39%|███▉ | 185/469 [00:17<00:27, 10.36it/s, v_num=9, loss/train=1.960, alignment/train=0.165, uniformity/train=-2.73, contrastive_acc/train=0.734]
Epoch 0: 40%|███▉ | 186/469 [00:17<00:27, 10.36it/s, v_num=9, loss/train=1.960, alignment/train=0.165, uniformity/train=-2.73, contrastive_acc/train=0.734]
Epoch 0: 40%|███▉ | 186/469 [00:17<00:27, 10.36it/s, v_num=9, loss/train=1.630, alignment/train=0.124, uniformity/train=-2.77, contrastive_acc/train=0.820]
Epoch 0: 40%|███▉ | 187/469 [00:18<00:27, 10.38it/s, v_num=9, loss/train=1.630, alignment/train=0.124, uniformity/train=-2.77, contrastive_acc/train=0.820]
Epoch 0: 40%|███▉ | 187/469 [00:18<00:27, 10.38it/s, v_num=9, loss/train=1.600, alignment/train=0.126, uniformity/train=-2.81, contrastive_acc/train=0.816]
Epoch 0: 40%|████ | 188/469 [00:18<00:27, 10.39it/s, v_num=9, loss/train=1.600, alignment/train=0.126, uniformity/train=-2.81, contrastive_acc/train=0.816]
Epoch 0: 40%|████ | 188/469 [00:18<00:27, 10.38it/s, v_num=9, loss/train=1.540, alignment/train=0.111, uniformity/train=-2.82, contrastive_acc/train=0.836]
Epoch 0: 40%|████ | 189/469 [00:18<00:26, 10.38it/s, v_num=9, loss/train=1.540, alignment/train=0.111, uniformity/train=-2.82, contrastive_acc/train=0.836]
Epoch 0: 40%|████ | 189/469 [00:18<00:26, 10.38it/s, v_num=9, loss/train=1.710, alignment/train=0.136, uniformity/train=-2.77, contrastive_acc/train=0.781]
Epoch 0: 41%|████ | 190/469 [00:18<00:26, 10.39it/s, v_num=9, loss/train=1.710, alignment/train=0.136, uniformity/train=-2.77, contrastive_acc/train=0.781]
Epoch 0: 41%|████ | 190/469 [00:18<00:26, 10.39it/s, v_num=9, loss/train=1.690, alignment/train=0.146, uniformity/train=-2.84, contrastive_acc/train=0.766]
Epoch 0: 41%|████ | 191/469 [00:18<00:26, 10.41it/s, v_num=9, loss/train=1.690, alignment/train=0.146, uniformity/train=-2.84, contrastive_acc/train=0.766]
Epoch 0: 41%|████ | 191/469 [00:18<00:26, 10.41it/s, v_num=9, loss/train=1.860, alignment/train=0.163, uniformity/train=-2.74, contrastive_acc/train=0.746]
Epoch 0: 41%|████ | 192/469 [00:18<00:26, 10.41it/s, v_num=9, loss/train=1.860, alignment/train=0.163, uniformity/train=-2.74, contrastive_acc/train=0.746]
Epoch 0: 41%|████ | 192/469 [00:18<00:26, 10.40it/s, v_num=9, loss/train=1.640, alignment/train=0.162, uniformity/train=-2.90, contrastive_acc/train=0.742]
Epoch 0: 41%|████ | 193/469 [00:18<00:26, 10.41it/s, v_num=9, loss/train=1.640, alignment/train=0.162, uniformity/train=-2.90, contrastive_acc/train=0.742]
Epoch 0: 41%|████ | 193/469 [00:18<00:26, 10.41it/s, v_num=9, loss/train=1.760, alignment/train=0.147, uniformity/train=-2.82, contrastive_acc/train=0.770]
Epoch 0: 41%|████▏ | 194/469 [00:18<00:26, 10.41it/s, v_num=9, loss/train=1.760, alignment/train=0.147, uniformity/train=-2.82, contrastive_acc/train=0.770]
Epoch 0: 41%|████▏ | 194/469 [00:18<00:26, 10.41it/s, v_num=9, loss/train=1.660, alignment/train=0.148, uniformity/train=-2.84, contrastive_acc/train=0.812]
Epoch 0: 42%|████▏ | 195/469 [00:18<00:26, 10.43it/s, v_num=9, loss/train=1.660, alignment/train=0.148, uniformity/train=-2.84, contrastive_acc/train=0.812]
Epoch 0: 42%|████▏ | 195/469 [00:18<00:26, 10.43it/s, v_num=9, loss/train=1.580, alignment/train=0.142, uniformity/train=-2.85, contrastive_acc/train=0.816]
Epoch 0: 42%|████▏ | 196/469 [00:18<00:26, 10.45it/s, v_num=9, loss/train=1.580, alignment/train=0.142, uniformity/train=-2.85, contrastive_acc/train=0.816]
Epoch 0: 42%|████▏ | 196/469 [00:18<00:26, 10.44it/s, v_num=9, loss/train=1.670, alignment/train=0.131, uniformity/train=-2.77, contrastive_acc/train=0.816]
Epoch 0: 42%|████▏ | 197/469 [00:18<00:26, 10.45it/s, v_num=9, loss/train=1.670, alignment/train=0.131, uniformity/train=-2.77, contrastive_acc/train=0.816]
Epoch 0: 42%|████▏ | 197/469 [00:18<00:26, 10.45it/s, v_num=9, loss/train=1.710, alignment/train=0.135, uniformity/train=-2.82, contrastive_acc/train=0.781]
Epoch 0: 42%|████▏ | 198/469 [00:19<00:26, 10.42it/s, v_num=9, loss/train=1.710, alignment/train=0.135, uniformity/train=-2.82, contrastive_acc/train=0.781]
Epoch 0: 42%|████▏ | 198/469 [00:19<00:26, 10.42it/s, v_num=9, loss/train=1.430, alignment/train=0.122, uniformity/train=-2.93, contrastive_acc/train=0.840]
Epoch 0: 42%|████▏ | 199/469 [00:19<00:25, 10.43it/s, v_num=9, loss/train=1.430, alignment/train=0.122, uniformity/train=-2.93, contrastive_acc/train=0.840]
Epoch 0: 42%|████▏ | 199/469 [00:19<00:25, 10.43it/s, v_num=9, loss/train=1.590, alignment/train=0.128, uniformity/train=-2.83, contrastive_acc/train=0.793]
Epoch 0: 43%|████▎ | 200/469 [00:19<00:25, 10.45it/s, v_num=9, loss/train=1.590, alignment/train=0.128, uniformity/train=-2.83, contrastive_acc/train=0.793]
Epoch 0: 43%|████▎ | 200/469 [00:19<00:25, 10.45it/s, v_num=9, loss/train=1.510, alignment/train=0.118, uniformity/train=-2.87, contrastive_acc/train=0.848]
Epoch 0: 43%|████▎ | 201/469 [00:19<00:25, 10.47it/s, v_num=9, loss/train=1.510, alignment/train=0.118, uniformity/train=-2.87, contrastive_acc/train=0.848]
Epoch 0: 43%|████▎ | 201/469 [00:19<00:25, 10.47it/s, v_num=9, loss/train=1.630, alignment/train=0.152, uniformity/train=-2.89, contrastive_acc/train=0.809]
Epoch 0: 43%|████▎ | 202/469 [00:19<00:25, 10.44it/s, v_num=9, loss/train=1.630, alignment/train=0.152, uniformity/train=-2.89, contrastive_acc/train=0.809]
Epoch 0: 43%|████▎ | 202/469 [00:19<00:25, 10.44it/s, v_num=9, loss/train=1.520, alignment/train=0.128, uniformity/train=-2.87, contrastive_acc/train=0.816]
Epoch 0: 43%|████▎ | 203/469 [00:19<00:25, 10.44it/s, v_num=9, loss/train=1.520, alignment/train=0.128, uniformity/train=-2.87, contrastive_acc/train=0.816]
Epoch 0: 43%|████▎ | 203/469 [00:19<00:25, 10.44it/s, v_num=9, loss/train=1.630, alignment/train=0.151, uniformity/train=-2.87, contrastive_acc/train=0.801]
Epoch 0: 43%|████▎ | 204/469 [00:19<00:25, 10.46it/s, v_num=9, loss/train=1.630, alignment/train=0.151, uniformity/train=-2.87, contrastive_acc/train=0.801]
Epoch 0: 43%|████▎ | 204/469 [00:19<00:25, 10.46it/s, v_num=9, loss/train=1.590, alignment/train=0.158, uniformity/train=-2.90, contrastive_acc/train=0.789]
Epoch 0: 44%|████▎ | 205/469 [00:19<00:25, 10.46it/s, v_num=9, loss/train=1.590, alignment/train=0.158, uniformity/train=-2.90, contrastive_acc/train=0.789]
Epoch 0: 44%|████▎ | 205/469 [00:19<00:25, 10.46it/s, v_num=9, loss/train=1.710, alignment/train=0.154, uniformity/train=-2.82, contrastive_acc/train=0.789]
Epoch 0: 44%|████▍ | 206/469 [00:19<00:25, 10.46it/s, v_num=9, loss/train=1.710, alignment/train=0.154, uniformity/train=-2.82, contrastive_acc/train=0.789]
Epoch 0: 44%|████▍ | 206/469 [00:19<00:25, 10.46it/s, v_num=9, loss/train=1.420, alignment/train=0.121, uniformity/train=-2.88, contrastive_acc/train=0.844]
Epoch 0: 44%|████▍ | 207/469 [00:19<00:25, 10.45it/s, v_num=9, loss/train=1.420, alignment/train=0.121, uniformity/train=-2.88, contrastive_acc/train=0.844]
Epoch 0: 44%|████▍ | 207/469 [00:19<00:25, 10.45it/s, v_num=9, loss/train=1.490, alignment/train=0.120, uniformity/train=-2.83, contrastive_acc/train=0.871]
Epoch 0: 44%|████▍ | 208/469 [00:19<00:24, 10.47it/s, v_num=9, loss/train=1.490, alignment/train=0.120, uniformity/train=-2.83, contrastive_acc/train=0.871]
Epoch 0: 44%|████▍ | 208/469 [00:19<00:24, 10.47it/s, v_num=9, loss/train=1.710, alignment/train=0.150, uniformity/train=-2.81, contrastive_acc/train=0.754]
Epoch 0: 45%|████▍ | 209/469 [00:19<00:24, 10.48it/s, v_num=9, loss/train=1.710, alignment/train=0.150, uniformity/train=-2.81, contrastive_acc/train=0.754]
Epoch 0: 45%|████▍ | 209/469 [00:19<00:24, 10.48it/s, v_num=9, loss/train=1.690, alignment/train=0.174, uniformity/train=-2.87, contrastive_acc/train=0.734]
Epoch 0: 45%|████▍ | 210/469 [00:20<00:24, 10.45it/s, v_num=9, loss/train=1.690, alignment/train=0.174, uniformity/train=-2.87, contrastive_acc/train=0.734]
Epoch 0: 45%|████▍ | 210/469 [00:20<00:24, 10.45it/s, v_num=9, loss/train=1.600, alignment/train=0.142, uniformity/train=-2.85, contrastive_acc/train=0.840]
Epoch 0: 45%|████▍ | 211/469 [00:20<00:24, 10.47it/s, v_num=9, loss/train=1.600, alignment/train=0.142, uniformity/train=-2.85, contrastive_acc/train=0.840]
Epoch 0: 45%|████▍ | 211/469 [00:20<00:24, 10.47it/s, v_num=9, loss/train=1.630, alignment/train=0.154, uniformity/train=-2.87, contrastive_acc/train=0.812]
Epoch 0: 45%|████▌ | 212/469 [00:20<00:24, 10.48it/s, v_num=9, loss/train=1.630, alignment/train=0.154, uniformity/train=-2.87, contrastive_acc/train=0.812]
Epoch 0: 45%|████▌ | 212/469 [00:20<00:24, 10.48it/s, v_num=9, loss/train=1.580, alignment/train=0.135, uniformity/train=-2.84, contrastive_acc/train=0.832]
Epoch 0: 45%|████▌ | 213/469 [00:20<00:24, 10.48it/s, v_num=9, loss/train=1.580, alignment/train=0.135, uniformity/train=-2.84, contrastive_acc/train=0.832]
Epoch 0: 45%|████▌ | 213/469 [00:20<00:24, 10.48it/s, v_num=9, loss/train=1.630, alignment/train=0.154, uniformity/train=-2.85, contrastive_acc/train=0.805]
Epoch 0: 46%|████▌ | 214/469 [00:20<00:24, 10.48it/s, v_num=9, loss/train=1.630, alignment/train=0.154, uniformity/train=-2.85, contrastive_acc/train=0.805]
Epoch 0: 46%|████▌ | 214/469 [00:20<00:24, 10.48it/s, v_num=9, loss/train=1.590, alignment/train=0.141, uniformity/train=-2.90, contrastive_acc/train=0.824]
Epoch 0: 46%|████▌ | 215/469 [00:20<00:24, 10.50it/s, v_num=9, loss/train=1.590, alignment/train=0.141, uniformity/train=-2.90, contrastive_acc/train=0.824]
Epoch 0: 46%|████▌ | 215/469 [00:20<00:24, 10.50it/s, v_num=9, loss/train=1.430, alignment/train=0.129, uniformity/train=-2.89, contrastive_acc/train=0.852]
Epoch 0: 46%|████▌ | 216/469 [00:20<00:24, 10.50it/s, v_num=9, loss/train=1.430, alignment/train=0.129, uniformity/train=-2.89, contrastive_acc/train=0.852]
Epoch 0: 46%|████▌ | 216/469 [00:20<00:24, 10.49it/s, v_num=9, loss/train=1.610, alignment/train=0.154, uniformity/train=-2.89, contrastive_acc/train=0.797]
Epoch 0: 46%|████▋ | 217/469 [00:20<00:24, 10.48it/s, v_num=9, loss/train=1.610, alignment/train=0.154, uniformity/train=-2.89, contrastive_acc/train=0.797]
Epoch 0: 46%|████▋ | 217/469 [00:20<00:24, 10.48it/s, v_num=9, loss/train=1.610, alignment/train=0.157, uniformity/train=-2.88, contrastive_acc/train=0.797]
Epoch 0: 46%|████▋ | 218/469 [00:20<00:23, 10.50it/s, v_num=9, loss/train=1.610, alignment/train=0.157, uniformity/train=-2.88, contrastive_acc/train=0.797]
Epoch 0: 46%|████▋ | 218/469 [00:20<00:23, 10.50it/s, v_num=9, loss/train=1.480, alignment/train=0.147, uniformity/train=-2.91, contrastive_acc/train=0.828]
Epoch 0: 47%|████▋ | 219/469 [00:20<00:23, 10.49it/s, v_num=9, loss/train=1.480, alignment/train=0.147, uniformity/train=-2.91, contrastive_acc/train=0.828]
Epoch 0: 47%|████▋ | 219/469 [00:20<00:23, 10.49it/s, v_num=9, loss/train=1.450, alignment/train=0.128, uniformity/train=-2.90, contrastive_acc/train=0.883]
Epoch 0: 47%|████▋ | 220/469 [00:20<00:23, 10.51it/s, v_num=9, loss/train=1.450, alignment/train=0.128, uniformity/train=-2.90, contrastive_acc/train=0.883]
Epoch 0: 47%|████▋ | 220/469 [00:20<00:23, 10.51it/s, v_num=9, loss/train=1.570, alignment/train=0.152, uniformity/train=-2.89, contrastive_acc/train=0.770]
Epoch 0: 47%|████▋ | 221/469 [00:21<00:23, 10.50it/s, v_num=9, loss/train=1.570, alignment/train=0.152, uniformity/train=-2.89, contrastive_acc/train=0.770]
Epoch 0: 47%|████▋ | 221/469 [00:21<00:23, 10.50it/s, v_num=9, loss/train=1.480, alignment/train=0.136, uniformity/train=-2.91, contrastive_acc/train=0.824]
Epoch 0: 47%|████▋ | 222/469 [00:21<00:23, 10.49it/s, v_num=9, loss/train=1.480, alignment/train=0.136, uniformity/train=-2.91, contrastive_acc/train=0.824]
Epoch 0: 47%|████▋ | 222/469 [00:21<00:23, 10.49it/s, v_num=9, loss/train=1.610, alignment/train=0.157, uniformity/train=-2.88, contrastive_acc/train=0.762]
Epoch 0: 48%|████▊ | 223/469 [00:21<00:23, 10.50it/s, v_num=9, loss/train=1.610, alignment/train=0.157, uniformity/train=-2.88, contrastive_acc/train=0.762]
Epoch 0: 48%|████▊ | 223/469 [00:21<00:23, 10.50it/s, v_num=9, loss/train=1.510, alignment/train=0.141, uniformity/train=-2.89, contrastive_acc/train=0.832]
Epoch 0: 48%|████▊ | 224/469 [00:21<00:23, 10.48it/s, v_num=9, loss/train=1.510, alignment/train=0.141, uniformity/train=-2.89, contrastive_acc/train=0.832]
Epoch 0: 48%|████▊ | 224/469 [00:21<00:23, 10.48it/s, v_num=9, loss/train=1.560, alignment/train=0.132, uniformity/train=-2.79, contrastive_acc/train=0.812]
Epoch 0: 48%|████▊ | 225/469 [00:21<00:23, 10.50it/s, v_num=9, loss/train=1.560, alignment/train=0.132, uniformity/train=-2.79, contrastive_acc/train=0.812]
Epoch 0: 48%|████▊ | 225/469 [00:21<00:23, 10.50it/s, v_num=9, loss/train=1.380, alignment/train=0.128, uniformity/train=-2.93, contrastive_acc/train=0.871]
Epoch 0: 48%|████▊ | 226/469 [00:21<00:23, 10.52it/s, v_num=9, loss/train=1.380, alignment/train=0.128, uniformity/train=-2.93, contrastive_acc/train=0.871]
Epoch 0: 48%|████▊ | 226/469 [00:21<00:23, 10.52it/s, v_num=9, loss/train=1.520, alignment/train=0.158, uniformity/train=-2.91, contrastive_acc/train=0.840]
Epoch 0: 48%|████▊ | 227/469 [00:21<00:22, 10.54it/s, v_num=9, loss/train=1.520, alignment/train=0.158, uniformity/train=-2.91, contrastive_acc/train=0.840]
Epoch 0: 48%|████▊ | 227/469 [00:21<00:22, 10.53it/s, v_num=9, loss/train=1.500, alignment/train=0.138, uniformity/train=-2.86, contrastive_acc/train=0.828]
Epoch 0: 49%|████▊ | 228/469 [00:21<00:22, 10.52it/s, v_num=9, loss/train=1.500, alignment/train=0.138, uniformity/train=-2.86, contrastive_acc/train=0.828]
Epoch 0: 49%|████▊ | 228/469 [00:21<00:22, 10.52it/s, v_num=9, loss/train=1.460, alignment/train=0.119, uniformity/train=-2.83, contrastive_acc/train=0.887]
Epoch 0: 49%|████▉ | 229/469 [00:21<00:22, 10.50it/s, v_num=9, loss/train=1.460, alignment/train=0.119, uniformity/train=-2.83, contrastive_acc/train=0.887]
Epoch 0: 49%|████▉ | 229/469 [00:21<00:22, 10.50it/s, v_num=9, loss/train=1.540, alignment/train=0.165, uniformity/train=-2.93, contrastive_acc/train=0.785]
Epoch 0: 49%|████▉ | 230/469 [00:21<00:22, 10.52it/s, v_num=9, loss/train=1.540, alignment/train=0.165, uniformity/train=-2.93, contrastive_acc/train=0.785]
Epoch 0: 49%|████▉ | 230/469 [00:21<00:22, 10.52it/s, v_num=9, loss/train=1.520, alignment/train=0.131, uniformity/train=-2.81, contrastive_acc/train=0.805]
Epoch 0: 49%|████▉ | 231/469 [00:21<00:22, 10.53it/s, v_num=9, loss/train=1.520, alignment/train=0.131, uniformity/train=-2.81, contrastive_acc/train=0.805]
Epoch 0: 49%|████▉ | 231/469 [00:21<00:22, 10.53it/s, v_num=9, loss/train=1.540, alignment/train=0.158, uniformity/train=-2.93, contrastive_acc/train=0.801]
Epoch 0: 49%|████▉ | 232/469 [00:21<00:22, 10.55it/s, v_num=9, loss/train=1.540, alignment/train=0.158, uniformity/train=-2.93, contrastive_acc/train=0.801]
Epoch 0: 49%|████▉ | 232/469 [00:21<00:22, 10.55it/s, v_num=9, loss/train=1.450, alignment/train=0.145, uniformity/train=-2.95, contrastive_acc/train=0.828]
Epoch 0: 50%|████▉ | 233/469 [00:22<00:22, 10.54it/s, v_num=9, loss/train=1.450, alignment/train=0.145, uniformity/train=-2.95, contrastive_acc/train=0.828]
Epoch 0: 50%|████▉ | 233/469 [00:22<00:22, 10.54it/s, v_num=9, loss/train=1.540, alignment/train=0.163, uniformity/train=-2.91, contrastive_acc/train=0.863]
Epoch 0: 50%|████▉ | 234/469 [00:22<00:22, 10.52it/s, v_num=9, loss/train=1.540, alignment/train=0.163, uniformity/train=-2.91, contrastive_acc/train=0.863]
Epoch 0: 50%|████▉ | 234/469 [00:22<00:22, 10.52it/s, v_num=9, loss/train=1.460, alignment/train=0.151, uniformity/train=-2.95, contrastive_acc/train=0.824]
Epoch 0: 50%|█████ | 235/469 [00:22<00:22, 10.53it/s, v_num=9, loss/train=1.460, alignment/train=0.151, uniformity/train=-2.95, contrastive_acc/train=0.824]
Epoch 0: 50%|█████ | 235/469 [00:22<00:22, 10.53it/s, v_num=9, loss/train=1.580, alignment/train=0.155, uniformity/train=-2.82, contrastive_acc/train=0.809]
Epoch 0: 50%|█████ | 236/469 [00:22<00:22, 10.55it/s, v_num=9, loss/train=1.580, alignment/train=0.155, uniformity/train=-2.82, contrastive_acc/train=0.809]
Epoch 0: 50%|█████ | 236/469 [00:22<00:22, 10.55it/s, v_num=9, loss/train=1.410, alignment/train=0.148, uniformity/train=-2.97, contrastive_acc/train=0.820]
Epoch 0: 51%|█████ | 237/469 [00:22<00:21, 10.57it/s, v_num=9, loss/train=1.410, alignment/train=0.148, uniformity/train=-2.97, contrastive_acc/train=0.820]
Epoch 0: 51%|█████ | 237/469 [00:22<00:21, 10.57it/s, v_num=9, loss/train=1.440, alignment/train=0.125, uniformity/train=-2.89, contrastive_acc/train=0.812]
Epoch 0: 51%|█████ | 238/469 [00:22<00:21, 10.57it/s, v_num=9, loss/train=1.440, alignment/train=0.125, uniformity/train=-2.89, contrastive_acc/train=0.812]
Epoch 0: 51%|█████ | 238/469 [00:22<00:21, 10.57it/s, v_num=9, loss/train=1.640, alignment/train=0.148, uniformity/train=-2.76, contrastive_acc/train=0.840]
Epoch 0: 51%|█████ | 239/469 [00:22<00:21, 10.58it/s, v_num=9, loss/train=1.640, alignment/train=0.148, uniformity/train=-2.76, contrastive_acc/train=0.840]
Epoch 0: 51%|█████ | 239/469 [00:22<00:21, 10.58it/s, v_num=9, loss/train=1.520, alignment/train=0.140, uniformity/train=-2.85, contrastive_acc/train=0.836]
Epoch 0: 51%|█████ | 240/469 [00:22<00:21, 10.55it/s, v_num=9, loss/train=1.520, alignment/train=0.140, uniformity/train=-2.85, contrastive_acc/train=0.836]
Epoch 0: 51%|█████ | 240/469 [00:22<00:21, 10.55it/s, v_num=9, loss/train=1.520, alignment/train=0.147, uniformity/train=-2.88, contrastive_acc/train=0.816]
Epoch 0: 51%|█████▏ | 241/469 [00:22<00:21, 10.54it/s, v_num=9, loss/train=1.520, alignment/train=0.147, uniformity/train=-2.88, contrastive_acc/train=0.816]
Epoch 0: 51%|█████▏ | 241/469 [00:22<00:21, 10.54it/s, v_num=9, loss/train=1.540, alignment/train=0.148, uniformity/train=-2.83, contrastive_acc/train=0.816]
Epoch 0: 52%|█████▏ | 242/469 [00:22<00:21, 10.56it/s, v_num=9, loss/train=1.540, alignment/train=0.148, uniformity/train=-2.83, contrastive_acc/train=0.816]
Epoch 0: 52%|█████▏ | 242/469 [00:22<00:21, 10.56it/s, v_num=9, loss/train=1.500, alignment/train=0.146, uniformity/train=-2.82, contrastive_acc/train=0.824]
Epoch 0: 52%|█████▏ | 243/469 [00:22<00:21, 10.58it/s, v_num=9, loss/train=1.500, alignment/train=0.146, uniformity/train=-2.82, contrastive_acc/train=0.824]
Epoch 0: 52%|█████▏ | 243/469 [00:22<00:21, 10.58it/s, v_num=9, loss/train=1.440, alignment/train=0.149, uniformity/train=-2.93, contrastive_acc/train=0.828]
Epoch 0: 52%|█████▏ | 244/469 [00:23<00:21, 10.59it/s, v_num=9, loss/train=1.440, alignment/train=0.149, uniformity/train=-2.93, contrastive_acc/train=0.828]
Epoch 0: 52%|█████▏ | 244/469 [00:23<00:21, 10.59it/s, v_num=9, loss/train=1.470, alignment/train=0.129, uniformity/train=-2.86, contrastive_acc/train=0.867]
Epoch 0: 52%|█████▏ | 245/469 [00:23<00:21, 10.56it/s, v_num=9, loss/train=1.470, alignment/train=0.129, uniformity/train=-2.86, contrastive_acc/train=0.867]
Epoch 0: 52%|█████▏ | 245/469 [00:23<00:21, 10.56it/s, v_num=9, loss/train=1.420, alignment/train=0.146, uniformity/train=-2.92, contrastive_acc/train=0.867]
Epoch 0: 52%|█████▏ | 246/469 [00:23<00:21, 10.55it/s, v_num=9, loss/train=1.420, alignment/train=0.146, uniformity/train=-2.92, contrastive_acc/train=0.867]
Epoch 0: 52%|█████▏ | 246/469 [00:23<00:21, 10.55it/s, v_num=9, loss/train=1.440, alignment/train=0.158, uniformity/train=-2.94, contrastive_acc/train=0.824]
Epoch 0: 53%|█████▎ | 247/469 [00:23<00:21, 10.57it/s, v_num=9, loss/train=1.440, alignment/train=0.158, uniformity/train=-2.94, contrastive_acc/train=0.824]
Epoch 0: 53%|█████▎ | 247/469 [00:23<00:21, 10.57it/s, v_num=9, loss/train=1.350, alignment/train=0.127, uniformity/train=-2.96, contrastive_acc/train=0.855]
Epoch 0: 53%|█████▎ | 248/469 [00:23<00:20, 10.58it/s, v_num=9, loss/train=1.350, alignment/train=0.127, uniformity/train=-2.96, contrastive_acc/train=0.855]
Epoch 0: 53%|█████▎ | 248/469 [00:23<00:20, 10.58it/s, v_num=9, loss/train=1.430, alignment/train=0.151, uniformity/train=-2.96, contrastive_acc/train=0.816]
Epoch 0: 53%|█████▎ | 249/469 [00:23<00:20, 10.60it/s, v_num=9, loss/train=1.430, alignment/train=0.151, uniformity/train=-2.96, contrastive_acc/train=0.816]
Epoch 0: 53%|█████▎ | 249/469 [00:23<00:20, 10.60it/s, v_num=9, loss/train=1.470, alignment/train=0.157, uniformity/train=-2.91, contrastive_acc/train=0.820]
Epoch 0: 53%|█████▎ | 250/469 [00:23<00:20, 10.59it/s, v_num=9, loss/train=1.470, alignment/train=0.157, uniformity/train=-2.91, contrastive_acc/train=0.820]
Epoch 0: 53%|█████▎ | 250/469 [00:23<00:20, 10.59it/s, v_num=9, loss/train=1.340, alignment/train=0.129, uniformity/train=-2.97, contrastive_acc/train=0.855]
Epoch 0: 54%|█████▎ | 251/469 [00:23<00:20, 10.56it/s, v_num=9, loss/train=1.340, alignment/train=0.129, uniformity/train=-2.97, contrastive_acc/train=0.855]
Epoch 0: 54%|█████▎ | 251/469 [00:23<00:20, 10.56it/s, v_num=9, loss/train=1.430, alignment/train=0.148, uniformity/train=-2.91, contrastive_acc/train=0.840]
Epoch 0: 54%|█████▎ | 252/469 [00:23<00:20, 10.57it/s, v_num=9, loss/train=1.430, alignment/train=0.148, uniformity/train=-2.91, contrastive_acc/train=0.840]
Epoch 0: 54%|█████▎ | 252/469 [00:23<00:20, 10.57it/s, v_num=9, loss/train=1.400, alignment/train=0.140, uniformity/train=-2.96, contrastive_acc/train=0.883]
Epoch 0: 54%|█████▍ | 253/469 [00:23<00:20, 10.59it/s, v_num=9, loss/train=1.400, alignment/train=0.140, uniformity/train=-2.96, contrastive_acc/train=0.883]
Epoch 0: 54%|█████▍ | 253/469 [00:23<00:20, 10.59it/s, v_num=9, loss/train=1.370, alignment/train=0.137, uniformity/train=-2.97, contrastive_acc/train=0.875]
Epoch 0: 54%|█████▍ | 254/469 [00:23<00:20, 10.61it/s, v_num=9, loss/train=1.370, alignment/train=0.137, uniformity/train=-2.97, contrastive_acc/train=0.875]
Epoch 0: 54%|█████▍ | 254/469 [00:23<00:20, 10.61it/s, v_num=9, loss/train=1.410, alignment/train=0.133, uniformity/train=-2.94, contrastive_acc/train=0.828]
Epoch 0: 54%|█████▍ | 255/469 [00:24<00:20, 10.60it/s, v_num=9, loss/train=1.410, alignment/train=0.133, uniformity/train=-2.94, contrastive_acc/train=0.828]
Epoch 0: 54%|█████▍ | 255/469 [00:24<00:20, 10.60it/s, v_num=9, loss/train=1.350, alignment/train=0.150, uniformity/train=-3.00, contrastive_acc/train=0.871]
Epoch 0: 55%|█████▍ | 256/469 [00:24<00:20, 10.59it/s, v_num=9, loss/train=1.350, alignment/train=0.150, uniformity/train=-3.00, contrastive_acc/train=0.871]
Epoch 0: 55%|█████▍ | 256/469 [00:24<00:20, 10.59it/s, v_num=9, loss/train=1.470, alignment/train=0.133, uniformity/train=-2.89, contrastive_acc/train=0.832]
Epoch 0: 55%|█████▍ | 257/469 [00:24<00:20, 10.58it/s, v_num=9, loss/train=1.470, alignment/train=0.133, uniformity/train=-2.89, contrastive_acc/train=0.832]
Epoch 0: 55%|█████▍ | 257/469 [00:24<00:20, 10.58it/s, v_num=9, loss/train=1.280, alignment/train=0.132, uniformity/train=-3.02, contrastive_acc/train=0.883]
Epoch 0: 55%|█████▌ | 258/469 [00:24<00:19, 10.60it/s, v_num=9, loss/train=1.280, alignment/train=0.132, uniformity/train=-3.02, contrastive_acc/train=0.883]
Epoch 0: 55%|█████▌ | 258/469 [00:24<00:19, 10.60it/s, v_num=9, loss/train=1.380, alignment/train=0.137, uniformity/train=-2.91, contrastive_acc/train=0.863]
Epoch 0: 55%|█████▌ | 259/469 [00:24<00:19, 10.61it/s, v_num=9, loss/train=1.380, alignment/train=0.137, uniformity/train=-2.91, contrastive_acc/train=0.863]
Epoch 0: 55%|█████▌ | 259/469 [00:24<00:19, 10.61it/s, v_num=9, loss/train=1.540, alignment/train=0.177, uniformity/train=-2.96, contrastive_acc/train=0.816]
Epoch 0: 55%|█████▌ | 260/469 [00:24<00:19, 10.60it/s, v_num=9, loss/train=1.540, alignment/train=0.177, uniformity/train=-2.96, contrastive_acc/train=0.816]
Epoch 0: 55%|█████▌ | 260/469 [00:24<00:19, 10.60it/s, v_num=9, loss/train=1.350, alignment/train=0.145, uniformity/train=-2.96, contrastive_acc/train=0.859]
Epoch 0: 56%|█████▌ | 261/469 [00:24<00:19, 10.60it/s, v_num=9, loss/train=1.350, alignment/train=0.145, uniformity/train=-2.96, contrastive_acc/train=0.859]
Epoch 0: 56%|█████▌ | 261/469 [00:24<00:19, 10.60it/s, v_num=9, loss/train=1.320, alignment/train=0.124, uniformity/train=-2.91, contrastive_acc/train=0.879]
Epoch 0: 56%|█████▌ | 262/469 [00:24<00:19, 10.58it/s, v_num=9, loss/train=1.320, alignment/train=0.124, uniformity/train=-2.91, contrastive_acc/train=0.879]
Epoch 0: 56%|█████▌ | 262/469 [00:24<00:19, 10.58it/s, v_num=9, loss/train=1.450, alignment/train=0.141, uniformity/train=-2.93, contrastive_acc/train=0.859]
Epoch 0: 56%|█████▌ | 263/469 [00:24<00:19, 10.60it/s, v_num=9, loss/train=1.450, alignment/train=0.141, uniformity/train=-2.93, contrastive_acc/train=0.859]
Epoch 0: 56%|█████▌ | 263/469 [00:24<00:19, 10.60it/s, v_num=9, loss/train=1.340, alignment/train=0.141, uniformity/train=-3.01, contrastive_acc/train=0.871]
Epoch 0: 56%|█████▋ | 264/469 [00:24<00:19, 10.62it/s, v_num=9, loss/train=1.340, alignment/train=0.141, uniformity/train=-3.01, contrastive_acc/train=0.871]
Epoch 0: 56%|█████▋ | 264/469 [00:24<00:19, 10.61it/s, v_num=9, loss/train=1.450, alignment/train=0.134, uniformity/train=-2.93, contrastive_acc/train=0.809]
Epoch 0: 57%|█████▋ | 265/469 [00:24<00:19, 10.61it/s, v_num=9, loss/train=1.450, alignment/train=0.134, uniformity/train=-2.93, contrastive_acc/train=0.809]
Epoch 0: 57%|█████▋ | 265/469 [00:24<00:19, 10.61it/s, v_num=9, loss/train=1.320, alignment/train=0.132, uniformity/train=-2.98, contrastive_acc/train=0.863]
Epoch 0: 57%|█████▋ | 266/469 [00:25<00:19, 10.58it/s, v_num=9, loss/train=1.320, alignment/train=0.132, uniformity/train=-2.98, contrastive_acc/train=0.863]
Epoch 0: 57%|█████▋ | 266/469 [00:25<00:19, 10.58it/s, v_num=9, loss/train=1.330, alignment/train=0.133, uniformity/train=-2.92, contrastive_acc/train=0.891]
Epoch 0: 57%|█████▋ | 267/469 [00:25<00:19, 10.59it/s, v_num=9, loss/train=1.330, alignment/train=0.133, uniformity/train=-2.92, contrastive_acc/train=0.891]
Epoch 0: 57%|█████▋ | 267/469 [00:25<00:19, 10.59it/s, v_num=9, loss/train=1.280, alignment/train=0.134, uniformity/train=-2.99, contrastive_acc/train=0.887]
Epoch 0: 57%|█████▋ | 268/469 [00:25<00:18, 10.61it/s, v_num=9, loss/train=1.280, alignment/train=0.134, uniformity/train=-2.99, contrastive_acc/train=0.887]
Epoch 0: 57%|█████▋ | 268/469 [00:25<00:18, 10.61it/s, v_num=9, loss/train=1.390, alignment/train=0.133, uniformity/train=-2.95, contrastive_acc/train=0.848]
Epoch 0: 57%|█████▋ | 269/469 [00:25<00:18, 10.62it/s, v_num=9, loss/train=1.390, alignment/train=0.133, uniformity/train=-2.95, contrastive_acc/train=0.848]
Epoch 0: 57%|█████▋ | 269/469 [00:25<00:18, 10.62it/s, v_num=9, loss/train=1.350, alignment/train=0.149, uniformity/train=-2.94, contrastive_acc/train=0.895]
Epoch 0: 58%|█████▊ | 270/469 [00:25<00:18, 10.62it/s, v_num=9, loss/train=1.350, alignment/train=0.149, uniformity/train=-2.94, contrastive_acc/train=0.895]
Epoch 0: 58%|█████▊ | 270/469 [00:25<00:18, 10.61it/s, v_num=9, loss/train=1.380, alignment/train=0.153, uniformity/train=-2.89, contrastive_acc/train=0.863]
Epoch 0: 58%|█████▊ | 271/469 [00:25<00:18, 10.59it/s, v_num=9, loss/train=1.380, alignment/train=0.153, uniformity/train=-2.89, contrastive_acc/train=0.863]
Epoch 0: 58%|█████▊ | 271/469 [00:25<00:18, 10.59it/s, v_num=9, loss/train=1.330, alignment/train=0.149, uniformity/train=-3.00, contrastive_acc/train=0.828]
Epoch 0: 58%|█████▊ | 272/469 [00:25<00:18, 10.60it/s, v_num=9, loss/train=1.330, alignment/train=0.149, uniformity/train=-3.00, contrastive_acc/train=0.828]
Epoch 0: 58%|█████▊ | 272/469 [00:25<00:18, 10.60it/s, v_num=9, loss/train=1.360, alignment/train=0.122, uniformity/train=-2.95, contrastive_acc/train=0.855]
Epoch 0: 58%|█████▊ | 273/469 [00:25<00:18, 10.61it/s, v_num=9, loss/train=1.360, alignment/train=0.122, uniformity/train=-2.95, contrastive_acc/train=0.855]
Epoch 0: 58%|█████▊ | 273/469 [00:25<00:18, 10.61it/s, v_num=9, loss/train=1.280, alignment/train=0.136, uniformity/train=-2.99, contrastive_acc/train=0.891]
Epoch 0: 58%|█████▊ | 274/469 [00:25<00:18, 10.63it/s, v_num=9, loss/train=1.280, alignment/train=0.136, uniformity/train=-2.99, contrastive_acc/train=0.891]
Epoch 0: 58%|█████▊ | 274/469 [00:25<00:18, 10.63it/s, v_num=9, loss/train=1.250, alignment/train=0.130, uniformity/train=-2.98, contrastive_acc/train=0.898]
Epoch 0: 59%|█████▊ | 275/469 [00:25<00:18, 10.62it/s, v_num=9, loss/train=1.250, alignment/train=0.130, uniformity/train=-2.98, contrastive_acc/train=0.898]
Epoch 0: 59%|█████▊ | 275/469 [00:25<00:18, 10.62it/s, v_num=9, loss/train=1.260, alignment/train=0.130, uniformity/train=-3.00, contrastive_acc/train=0.906]
Epoch 0: 59%|█████▉ | 276/469 [00:26<00:18, 10.60it/s, v_num=9, loss/train=1.260, alignment/train=0.130, uniformity/train=-3.00, contrastive_acc/train=0.906]
Epoch 0: 59%|█████▉ | 276/469 [00:26<00:18, 10.60it/s, v_num=9, loss/train=1.430, alignment/train=0.142, uniformity/train=-2.88, contrastive_acc/train=0.871]
Epoch 0: 59%|█████▉ | 277/469 [00:26<00:18, 10.61it/s, v_num=9, loss/train=1.430, alignment/train=0.142, uniformity/train=-2.88, contrastive_acc/train=0.871]
Epoch 0: 59%|█████▉ | 277/469 [00:26<00:18, 10.61it/s, v_num=9, loss/train=1.410, alignment/train=0.150, uniformity/train=-2.97, contrastive_acc/train=0.832]
Epoch 0: 59%|█████▉ | 278/469 [00:26<00:17, 10.61it/s, v_num=9, loss/train=1.410, alignment/train=0.150, uniformity/train=-2.97, contrastive_acc/train=0.832]
Epoch 0: 59%|█████▉ | 278/469 [00:26<00:17, 10.61it/s, v_num=9, loss/train=1.330, alignment/train=0.156, uniformity/train=-3.03, contrastive_acc/train=0.824]
Epoch 0: 59%|█████▉ | 279/469 [00:26<00:17, 10.63it/s, v_num=9, loss/train=1.330, alignment/train=0.156, uniformity/train=-3.03, contrastive_acc/train=0.824]
Epoch 0: 59%|█████▉ | 279/469 [00:26<00:17, 10.63it/s, v_num=9, loss/train=1.320, alignment/train=0.159, uniformity/train=-2.99, contrastive_acc/train=0.836]
Epoch 0: 60%|█████▉ | 280/469 [00:26<00:17, 10.62it/s, v_num=9, loss/train=1.320, alignment/train=0.159, uniformity/train=-2.99, contrastive_acc/train=0.836]
Epoch 0: 60%|█████▉ | 280/469 [00:26<00:17, 10.62it/s, v_num=9, loss/train=1.370, alignment/train=0.136, uniformity/train=-2.90, contrastive_acc/train=0.859]
Epoch 0: 60%|█████▉ | 281/469 [00:26<00:17, 10.60it/s, v_num=9, loss/train=1.370, alignment/train=0.136, uniformity/train=-2.90, contrastive_acc/train=0.859]
Epoch 0: 60%|█████▉ | 281/469 [00:26<00:17, 10.60it/s, v_num=9, loss/train=1.250, alignment/train=0.136, uniformity/train=-2.98, contrastive_acc/train=0.832]
Epoch 0: 60%|██████ | 282/469 [00:26<00:17, 10.61it/s, v_num=9, loss/train=1.250, alignment/train=0.136, uniformity/train=-2.98, contrastive_acc/train=0.832]
Epoch 0: 60%|██████ | 282/469 [00:26<00:17, 10.61it/s, v_num=9, loss/train=1.230, alignment/train=0.155, uniformity/train=-3.06, contrastive_acc/train=0.859]
Epoch 0: 60%|██████ | 283/469 [00:26<00:17, 10.63it/s, v_num=9, loss/train=1.230, alignment/train=0.155, uniformity/train=-3.06, contrastive_acc/train=0.859]
Epoch 0: 60%|██████ | 283/469 [00:26<00:17, 10.63it/s, v_num=9, loss/train=1.320, alignment/train=0.141, uniformity/train=-2.97, contrastive_acc/train=0.875]
Epoch 0: 61%|██████ | 284/469 [00:26<00:17, 10.64it/s, v_num=9, loss/train=1.320, alignment/train=0.141, uniformity/train=-2.97, contrastive_acc/train=0.875]
Epoch 0: 61%|██████ | 284/469 [00:26<00:17, 10.64it/s, v_num=9, loss/train=1.380, alignment/train=0.170, uniformity/train=-3.02, contrastive_acc/train=0.871]
Epoch 0: 61%|██████ | 285/469 [00:26<00:17, 10.66it/s, v_num=9, loss/train=1.380, alignment/train=0.170, uniformity/train=-3.02, contrastive_acc/train=0.871]
Epoch 0: 61%|██████ | 285/469 [00:26<00:17, 10.66it/s, v_num=9, loss/train=1.230, alignment/train=0.133, uniformity/train=-3.00, contrastive_acc/train=0.871]
Epoch 0: 61%|██████ | 286/469 [00:26<00:17, 10.67it/s, v_num=9, loss/train=1.230, alignment/train=0.133, uniformity/train=-3.00, contrastive_acc/train=0.871]
Epoch 0: 61%|██████ | 286/469 [00:26<00:17, 10.67it/s, v_num=9, loss/train=1.230, alignment/train=0.133, uniformity/train=-3.01, contrastive_acc/train=0.871]
Epoch 0: 61%|██████ | 287/469 [00:26<00:17, 10.68it/s, v_num=9, loss/train=1.230, alignment/train=0.133, uniformity/train=-3.01, contrastive_acc/train=0.871]
Epoch 0: 61%|██████ | 287/469 [00:26<00:17, 10.68it/s, v_num=9, loss/train=1.340, alignment/train=0.165, uniformity/train=-3.00, contrastive_acc/train=0.852]
Epoch 0: 61%|██████▏ | 288/469 [00:26<00:16, 10.68it/s, v_num=9, loss/train=1.340, alignment/train=0.165, uniformity/train=-3.00, contrastive_acc/train=0.852]
Epoch 0: 61%|██████▏ | 288/469 [00:26<00:16, 10.68it/s, v_num=9, loss/train=1.200, alignment/train=0.137, uniformity/train=-3.05, contrastive_acc/train=0.883]
Epoch 0: 62%|██████▏ | 289/469 [00:27<00:16, 10.67it/s, v_num=9, loss/train=1.200, alignment/train=0.137, uniformity/train=-3.05, contrastive_acc/train=0.883]
Epoch 0: 62%|██████▏ | 289/469 [00:27<00:16, 10.67it/s, v_num=9, loss/train=1.220, alignment/train=0.143, uniformity/train=-3.06, contrastive_acc/train=0.859]
Epoch 0: 62%|██████▏ | 290/469 [00:27<00:16, 10.67it/s, v_num=9, loss/train=1.220, alignment/train=0.143, uniformity/train=-3.06, contrastive_acc/train=0.859]
Epoch 0: 62%|██████▏ | 290/469 [00:27<00:16, 10.67it/s, v_num=9, loss/train=1.280, alignment/train=0.114, uniformity/train=-2.93, contrastive_acc/train=0.883]
Epoch 0: 62%|██████▏ | 291/469 [00:27<00:16, 10.64it/s, v_num=9, loss/train=1.280, alignment/train=0.114, uniformity/train=-2.93, contrastive_acc/train=0.883]
Epoch 0: 62%|██████▏ | 291/469 [00:27<00:16, 10.64it/s, v_num=9, loss/train=1.310, alignment/train=0.147, uniformity/train=-3.04, contrastive_acc/train=0.844]
Epoch 0: 62%|██████▏ | 292/469 [00:27<00:16, 10.65it/s, v_num=9, loss/train=1.310, alignment/train=0.147, uniformity/train=-3.04, contrastive_acc/train=0.844]
Epoch 0: 62%|██████▏ | 292/469 [00:27<00:16, 10.65it/s, v_num=9, loss/train=1.360, alignment/train=0.157, uniformity/train=-3.00, contrastive_acc/train=0.820]
Epoch 0: 62%|██████▏ | 293/469 [00:27<00:16, 10.61it/s, v_num=9, loss/train=1.360, alignment/train=0.157, uniformity/train=-3.00, contrastive_acc/train=0.820]
Epoch 0: 62%|██████▏ | 293/469 [00:27<00:16, 10.61it/s, v_num=9, loss/train=1.150, alignment/train=0.115, uniformity/train=-3.00, contrastive_acc/train=0.930]
Epoch 0: 63%|██████▎ | 294/469 [00:27<00:16, 10.61it/s, v_num=9, loss/train=1.150, alignment/train=0.115, uniformity/train=-3.00, contrastive_acc/train=0.930]
Epoch 0: 63%|██████▎ | 294/469 [00:27<00:16, 10.61it/s, v_num=9, loss/train=1.210, alignment/train=0.139, uniformity/train=-3.04, contrastive_acc/train=0.859]
Epoch 0: 63%|██████▎ | 295/469 [00:27<00:16, 10.62it/s, v_num=9, loss/train=1.210, alignment/train=0.139, uniformity/train=-3.04, contrastive_acc/train=0.859]
Epoch 0: 63%|██████▎ | 295/469 [00:27<00:16, 10.62it/s, v_num=9, loss/train=1.290, alignment/train=0.149, uniformity/train=-3.01, contrastive_acc/train=0.840]
Epoch 0: 63%|██████▎ | 296/469 [00:27<00:16, 10.64it/s, v_num=9, loss/train=1.290, alignment/train=0.149, uniformity/train=-3.01, contrastive_acc/train=0.840]
Epoch 0: 63%|██████▎ | 296/469 [00:27<00:16, 10.64it/s, v_num=9, loss/train=1.180, alignment/train=0.135, uniformity/train=-3.06, contrastive_acc/train=0.895]
Epoch 0: 63%|██████▎ | 297/469 [00:27<00:16, 10.63it/s, v_num=9, loss/train=1.180, alignment/train=0.135, uniformity/train=-3.06, contrastive_acc/train=0.895]
Epoch 0: 63%|██████▎ | 297/469 [00:27<00:16, 10.63it/s, v_num=9, loss/train=1.190, alignment/train=0.127, uniformity/train=-3.05, contrastive_acc/train=0.875]
Epoch 0: 64%|██████▎ | 298/469 [00:28<00:16, 10.62it/s, v_num=9, loss/train=1.190, alignment/train=0.127, uniformity/train=-3.05, contrastive_acc/train=0.875]
Epoch 0: 64%|██████▎ | 298/469 [00:28<00:16, 10.62it/s, v_num=9, loss/train=1.320, alignment/train=0.133, uniformity/train=-3.00, contrastive_acc/train=0.867]
Epoch 0: 64%|██████▍ | 299/469 [00:28<00:16, 10.62it/s, v_num=9, loss/train=1.320, alignment/train=0.133, uniformity/train=-3.00, contrastive_acc/train=0.867]
Epoch 0: 64%|██████▍ | 299/469 [00:28<00:16, 10.62it/s, v_num=9, loss/train=1.240, alignment/train=0.150, uniformity/train=-3.07, contrastive_acc/train=0.848]
Epoch 0: 64%|██████▍ | 300/469 [00:28<00:15, 10.63it/s, v_num=9, loss/train=1.240, alignment/train=0.150, uniformity/train=-3.07, contrastive_acc/train=0.848]
Epoch 0: 64%|██████▍ | 300/469 [00:28<00:15, 10.63it/s, v_num=9, loss/train=1.230, alignment/train=0.142, uniformity/train=-3.04, contrastive_acc/train=0.879]
Epoch 0: 64%|██████▍ | 301/469 [00:28<00:15, 10.62it/s, v_num=9, loss/train=1.230, alignment/train=0.142, uniformity/train=-3.04, contrastive_acc/train=0.879]
Epoch 0: 64%|██████▍ | 301/469 [00:28<00:15, 10.62it/s, v_num=9, loss/train=1.240, alignment/train=0.140, uniformity/train=-3.05, contrastive_acc/train=0.879]
Epoch 0: 64%|██████▍ | 302/469 [00:28<00:15, 10.64it/s, v_num=9, loss/train=1.240, alignment/train=0.140, uniformity/train=-3.05, contrastive_acc/train=0.879]
Epoch 0: 64%|██████▍ | 302/469 [00:28<00:15, 10.64it/s, v_num=9, loss/train=1.290, alignment/train=0.134, uniformity/train=-2.98, contrastive_acc/train=0.871]
Epoch 0: 65%|██████▍ | 303/469 [00:28<00:15, 10.64it/s, v_num=9, loss/train=1.290, alignment/train=0.134, uniformity/train=-2.98, contrastive_acc/train=0.871]
Epoch 0: 65%|██████▍ | 303/469 [00:28<00:15, 10.64it/s, v_num=9, loss/train=1.240, alignment/train=0.124, uniformity/train=-2.99, contrastive_acc/train=0.902]
Epoch 0: 65%|██████▍ | 304/469 [00:28<00:15, 10.64it/s, v_num=9, loss/train=1.240, alignment/train=0.124, uniformity/train=-2.99, contrastive_acc/train=0.902]
Epoch 0: 65%|██████▍ | 304/469 [00:28<00:15, 10.64it/s, v_num=9, loss/train=1.270, alignment/train=0.133, uniformity/train=-3.00, contrastive_acc/train=0.875]
Epoch 0: 65%|██████▌ | 305/469 [00:28<00:15, 10.63it/s, v_num=9, loss/train=1.270, alignment/train=0.133, uniformity/train=-3.00, contrastive_acc/train=0.875]
Epoch 0: 65%|██████▌ | 305/469 [00:28<00:15, 10.63it/s, v_num=9, loss/train=1.330, alignment/train=0.149, uniformity/train=-2.98, contrastive_acc/train=0.844]
Epoch 0: 65%|██████▌ | 306/469 [00:28<00:15, 10.63it/s, v_num=9, loss/train=1.330, alignment/train=0.149, uniformity/train=-2.98, contrastive_acc/train=0.844]
Epoch 0: 65%|██████▌ | 306/469 [00:28<00:15, 10.63it/s, v_num=9, loss/train=1.320, alignment/train=0.141, uniformity/train=-2.98, contrastive_acc/train=0.875]
Epoch 0: 65%|██████▌ | 307/469 [00:28<00:15, 10.65it/s, v_num=9, loss/train=1.320, alignment/train=0.141, uniformity/train=-2.98, contrastive_acc/train=0.875]
Epoch 0: 65%|██████▌ | 307/469 [00:28<00:15, 10.64it/s, v_num=9, loss/train=1.170, alignment/train=0.136, uniformity/train=-3.04, contrastive_acc/train=0.891]
Epoch 0: 66%|██████▌ | 308/469 [00:28<00:15, 10.65it/s, v_num=9, loss/train=1.170, alignment/train=0.136, uniformity/train=-3.04, contrastive_acc/train=0.891]
Epoch 0: 66%|██████▌ | 308/469 [00:28<00:15, 10.65it/s, v_num=9, loss/train=1.210, alignment/train=0.131, uniformity/train=-3.01, contrastive_acc/train=0.906]
Epoch 0: 66%|██████▌ | 309/469 [00:29<00:15, 10.63it/s, v_num=9, loss/train=1.210, alignment/train=0.131, uniformity/train=-3.01, contrastive_acc/train=0.906]
Epoch 0: 66%|██████▌ | 309/469 [00:29<00:15, 10.63it/s, v_num=9, loss/train=1.410, alignment/train=0.162, uniformity/train=-2.94, contrastive_acc/train=0.820]
Epoch 0: 66%|██████▌ | 310/469 [00:29<00:14, 10.64it/s, v_num=9, loss/train=1.410, alignment/train=0.162, uniformity/train=-2.94, contrastive_acc/train=0.820]
Epoch 0: 66%|██████▌ | 310/469 [00:29<00:14, 10.64it/s, v_num=9, loss/train=1.370, alignment/train=0.146, uniformity/train=-2.95, contrastive_acc/train=0.855]
Epoch 0: 66%|██████▋ | 311/469 [00:29<00:14, 10.65it/s, v_num=9, loss/train=1.370, alignment/train=0.146, uniformity/train=-2.95, contrastive_acc/train=0.855]
Epoch 0: 66%|██████▋ | 311/469 [00:29<00:14, 10.65it/s, v_num=9, loss/train=1.150, alignment/train=0.126, uniformity/train=-3.09, contrastive_acc/train=0.918]
Epoch 0: 67%|██████▋ | 312/469 [00:29<00:14, 10.66it/s, v_num=9, loss/train=1.150, alignment/train=0.126, uniformity/train=-3.09, contrastive_acc/train=0.918]
Epoch 0: 67%|██████▋ | 312/469 [00:29<00:14, 10.66it/s, v_num=9, loss/train=1.130, alignment/train=0.131, uniformity/train=-3.07, contrastive_acc/train=0.906]
Epoch 0: 67%|██████▋ | 313/469 [00:29<00:14, 10.66it/s, v_num=9, loss/train=1.130, alignment/train=0.131, uniformity/train=-3.07, contrastive_acc/train=0.906]
Epoch 0: 67%|██████▋ | 313/469 [00:29<00:14, 10.66it/s, v_num=9, loss/train=1.270, alignment/train=0.125, uniformity/train=-2.97, contrastive_acc/train=0.875]
Epoch 0: 67%|██████▋ | 314/469 [00:29<00:14, 10.65it/s, v_num=9, loss/train=1.270, alignment/train=0.125, uniformity/train=-2.97, contrastive_acc/train=0.875]
Epoch 0: 67%|██████▋ | 314/469 [00:29<00:14, 10.65it/s, v_num=9, loss/train=1.210, alignment/train=0.120, uniformity/train=-2.99, contrastive_acc/train=0.867]
Epoch 0: 67%|██████▋ | 315/469 [00:29<00:14, 10.66it/s, v_num=9, loss/train=1.210, alignment/train=0.120, uniformity/train=-2.99, contrastive_acc/train=0.867]
Epoch 0: 67%|██████▋ | 315/469 [00:29<00:14, 10.66it/s, v_num=9, loss/train=1.330, alignment/train=0.159, uniformity/train=-3.00, contrastive_acc/train=0.820]
Epoch 0: 67%|██████▋ | 316/469 [00:29<00:14, 10.66it/s, v_num=9, loss/train=1.330, alignment/train=0.159, uniformity/train=-3.00, contrastive_acc/train=0.820]
Epoch 0: 67%|██████▋ | 316/469 [00:29<00:14, 10.66it/s, v_num=9, loss/train=1.210, alignment/train=0.140, uniformity/train=-3.05, contrastive_acc/train=0.859]
Epoch 0: 68%|██████▊ | 317/469 [00:29<00:14, 10.67it/s, v_num=9, loss/train=1.210, alignment/train=0.140, uniformity/train=-3.05, contrastive_acc/train=0.859]
Epoch 0: 68%|██████▊ | 317/469 [00:29<00:14, 10.67it/s, v_num=9, loss/train=1.280, alignment/train=0.136, uniformity/train=-3.00, contrastive_acc/train=0.871]
Epoch 0: 68%|██████▊ | 318/469 [00:29<00:14, 10.66it/s, v_num=9, loss/train=1.280, alignment/train=0.136, uniformity/train=-3.00, contrastive_acc/train=0.871]
Epoch 0: 68%|██████▊ | 318/469 [00:29<00:14, 10.66it/s, v_num=9, loss/train=1.230, alignment/train=0.120, uniformity/train=-2.96, contrastive_acc/train=0.895]
Epoch 0: 68%|██████▊ | 319/469 [00:29<00:14, 10.66it/s, v_num=9, loss/train=1.230, alignment/train=0.120, uniformity/train=-2.96, contrastive_acc/train=0.895]
Epoch 0: 68%|██████▊ | 319/469 [00:29<00:14, 10.66it/s, v_num=9, loss/train=1.150, alignment/train=0.125, uniformity/train=-2.99, contrastive_acc/train=0.918]
Epoch 0: 68%|██████▊ | 320/469 [00:29<00:13, 10.67it/s, v_num=9, loss/train=1.150, alignment/train=0.125, uniformity/train=-2.99, contrastive_acc/train=0.918]
Epoch 0: 68%|██████▊ | 320/469 [00:29<00:13, 10.67it/s, v_num=9, loss/train=1.150, alignment/train=0.130, uniformity/train=-3.07, contrastive_acc/train=0.902]
Epoch 0: 68%|██████▊ | 321/469 [00:30<00:13, 10.65it/s, v_num=9, loss/train=1.150, alignment/train=0.130, uniformity/train=-3.07, contrastive_acc/train=0.902]
Epoch 0: 68%|██████▊ | 321/469 [00:30<00:13, 10.65it/s, v_num=9, loss/train=1.220, alignment/train=0.114, uniformity/train=-2.98, contrastive_acc/train=0.891]
Epoch 0: 69%|██████▊ | 322/469 [00:30<00:13, 10.66it/s, v_num=9, loss/train=1.220, alignment/train=0.114, uniformity/train=-2.98, contrastive_acc/train=0.891]
Epoch 0: 69%|██████▊ | 322/469 [00:30<00:13, 10.66it/s, v_num=9, loss/train=1.150, alignment/train=0.138, uniformity/train=-3.07, contrastive_acc/train=0.895]
Epoch 0: 69%|██████▉ | 323/469 [00:30<00:13, 10.68it/s, v_num=9, loss/train=1.150, alignment/train=0.138, uniformity/train=-3.07, contrastive_acc/train=0.895]
Epoch 0: 69%|██████▉ | 323/469 [00:30<00:13, 10.68it/s, v_num=9, loss/train=1.250, alignment/train=0.137, uniformity/train=-2.94, contrastive_acc/train=0.883]
Epoch 0: 69%|██████▉ | 324/469 [00:30<00:13, 10.67it/s, v_num=9, loss/train=1.250, alignment/train=0.137, uniformity/train=-2.94, contrastive_acc/train=0.883]
Epoch 0: 69%|██████▉ | 324/469 [00:30<00:13, 10.67it/s, v_num=9, loss/train=1.100, alignment/train=0.126, uniformity/train=-3.07, contrastive_acc/train=0.879]
Epoch 0: 69%|██████▉ | 325/469 [00:30<00:13, 10.67it/s, v_num=9, loss/train=1.100, alignment/train=0.126, uniformity/train=-3.07, contrastive_acc/train=0.879]
Epoch 0: 69%|██████▉ | 325/469 [00:30<00:13, 10.67it/s, v_num=9, loss/train=1.140, alignment/train=0.128, uniformity/train=-3.05, contrastive_acc/train=0.891]
Epoch 0: 70%|██████▉ | 326/469 [00:30<00:13, 10.67it/s, v_num=9, loss/train=1.140, alignment/train=0.128, uniformity/train=-3.05, contrastive_acc/train=0.891]
Epoch 0: 70%|██████▉ | 326/469 [00:30<00:13, 10.67it/s, v_num=9, loss/train=1.190, alignment/train=0.139, uniformity/train=-3.04, contrastive_acc/train=0.883]
Epoch 0: 70%|██████▉ | 327/469 [00:30<00:13, 10.68it/s, v_num=9, loss/train=1.190, alignment/train=0.139, uniformity/train=-3.04, contrastive_acc/train=0.883]
Epoch 0: 70%|██████▉ | 327/469 [00:30<00:13, 10.68it/s, v_num=9, loss/train=1.210, alignment/train=0.142, uniformity/train=-3.08, contrastive_acc/train=0.871]
Epoch 0: 70%|██████▉ | 328/469 [00:30<00:13, 10.69it/s, v_num=9, loss/train=1.210, alignment/train=0.142, uniformity/train=-3.08, contrastive_acc/train=0.871]
Epoch 0: 70%|██████▉ | 328/469 [00:30<00:13, 10.69it/s, v_num=9, loss/train=1.130, alignment/train=0.125, uniformity/train=-3.06, contrastive_acc/train=0.891]
Epoch 0: 70%|███████ | 329/469 [00:30<00:13, 10.70it/s, v_num=9, loss/train=1.130, alignment/train=0.125, uniformity/train=-3.06, contrastive_acc/train=0.891]
Epoch 0: 70%|███████ | 329/469 [00:30<00:13, 10.70it/s, v_num=9, loss/train=1.170, alignment/train=0.132, uniformity/train=-3.03, contrastive_acc/train=0.906]
Epoch 0: 70%|███████ | 330/469 [00:30<00:12, 10.71it/s, v_num=9, loss/train=1.170, alignment/train=0.132, uniformity/train=-3.03, contrastive_acc/train=0.906]
Epoch 0: 70%|███████ | 330/469 [00:30<00:12, 10.71it/s, v_num=9, loss/train=1.210, alignment/train=0.152, uniformity/train=-3.09, contrastive_acc/train=0.816]
Epoch 0: 71%|███████ | 331/469 [00:30<00:12, 10.72it/s, v_num=9, loss/train=1.210, alignment/train=0.152, uniformity/train=-3.09, contrastive_acc/train=0.816]
Epoch 0: 71%|███████ | 331/469 [00:30<00:12, 10.72it/s, v_num=9, loss/train=1.190, alignment/train=0.145, uniformity/train=-3.06, contrastive_acc/train=0.879]
Epoch 0: 71%|███████ | 332/469 [00:31<00:12, 10.71it/s, v_num=9, loss/train=1.190, alignment/train=0.145, uniformity/train=-3.06, contrastive_acc/train=0.879]
Epoch 0: 71%|███████ | 332/469 [00:31<00:12, 10.71it/s, v_num=9, loss/train=0.951, alignment/train=0.103, uniformity/train=-3.10, contrastive_acc/train=0.965]
Epoch 0: 71%|███████ | 333/469 [00:31<00:12, 10.70it/s, v_num=9, loss/train=0.951, alignment/train=0.103, uniformity/train=-3.10, contrastive_acc/train=0.965]
Epoch 0: 71%|███████ | 333/469 [00:31<00:12, 10.70it/s, v_num=9, loss/train=1.140, alignment/train=0.120, uniformity/train=-3.06, contrastive_acc/train=0.906]
Epoch 0: 71%|███████ | 334/469 [00:31<00:12, 10.68it/s, v_num=9, loss/train=1.140, alignment/train=0.120, uniformity/train=-3.06, contrastive_acc/train=0.906]
Epoch 0: 71%|███████ | 334/469 [00:31<00:12, 10.68it/s, v_num=9, loss/train=1.120, alignment/train=0.124, uniformity/train=-3.06, contrastive_acc/train=0.891]
Epoch 0: 71%|███████▏ | 335/469 [00:31<00:12, 10.69it/s, v_num=9, loss/train=1.120, alignment/train=0.124, uniformity/train=-3.06, contrastive_acc/train=0.891]
Epoch 0: 71%|███████▏ | 335/469 [00:31<00:12, 10.69it/s, v_num=9, loss/train=1.070, alignment/train=0.110, uniformity/train=-3.08, contrastive_acc/train=0.934]
Epoch 0: 72%|███████▏ | 336/469 [00:31<00:12, 10.69it/s, v_num=9, loss/train=1.070, alignment/train=0.110, uniformity/train=-3.08, contrastive_acc/train=0.934]
Epoch 0: 72%|███████▏ | 336/469 [00:31<00:12, 10.69it/s, v_num=9, loss/train=1.310, alignment/train=0.137, uniformity/train=-2.99, contrastive_acc/train=0.863]
Epoch 0: 72%|███████▏ | 337/469 [00:31<00:12, 10.70it/s, v_num=9, loss/train=1.310, alignment/train=0.137, uniformity/train=-2.99, contrastive_acc/train=0.863]
Epoch 0: 72%|███████▏ | 337/469 [00:31<00:12, 10.70it/s, v_num=9, loss/train=1.110, alignment/train=0.118, uniformity/train=-3.03, contrastive_acc/train=0.938]
Epoch 0: 72%|███████▏ | 338/469 [00:31<00:12, 10.71it/s, v_num=9, loss/train=1.110, alignment/train=0.118, uniformity/train=-3.03, contrastive_acc/train=0.938]
Epoch 0: 72%|███████▏ | 338/469 [00:31<00:12, 10.71it/s, v_num=9, loss/train=1.180, alignment/train=0.135, uniformity/train=-3.04, contrastive_acc/train=0.891]
Epoch 0: 72%|███████▏ | 339/469 [00:31<00:12, 10.71it/s, v_num=9, loss/train=1.180, alignment/train=0.135, uniformity/train=-3.04, contrastive_acc/train=0.891]
Epoch 0: 72%|███████▏ | 339/469 [00:31<00:12, 10.71it/s, v_num=9, loss/train=1.060, alignment/train=0.127, uniformity/train=-3.06, contrastive_acc/train=0.926]
Epoch 0: 72%|███████▏ | 340/469 [00:31<00:12, 10.69it/s, v_num=9, loss/train=1.060, alignment/train=0.127, uniformity/train=-3.06, contrastive_acc/train=0.926]
Epoch 0: 72%|███████▏ | 340/469 [00:31<00:12, 10.69it/s, v_num=9, loss/train=1.190, alignment/train=0.137, uniformity/train=-3.00, contrastive_acc/train=0.875]
Epoch 0: 73%|███████▎ | 341/469 [00:31<00:11, 10.69it/s, v_num=9, loss/train=1.190, alignment/train=0.137, uniformity/train=-3.00, contrastive_acc/train=0.875]
Epoch 0: 73%|███████▎ | 341/469 [00:31<00:11, 10.69it/s, v_num=9, loss/train=1.240, alignment/train=0.148, uniformity/train=-3.06, contrastive_acc/train=0.855]
Epoch 0: 73%|███████▎ | 342/469 [00:31<00:11, 10.69it/s, v_num=9, loss/train=1.240, alignment/train=0.148, uniformity/train=-3.06, contrastive_acc/train=0.855]
Epoch 0: 73%|███████▎ | 342/469 [00:31<00:11, 10.69it/s, v_num=9, loss/train=1.150, alignment/train=0.119, uniformity/train=-3.04, contrastive_acc/train=0.895]
Epoch 0: 73%|███████▎ | 343/469 [00:32<00:11, 10.70it/s, v_num=9, loss/train=1.150, alignment/train=0.119, uniformity/train=-3.04, contrastive_acc/train=0.895]
Epoch 0: 73%|███████▎ | 343/469 [00:32<00:11, 10.70it/s, v_num=9, loss/train=1.240, alignment/train=0.132, uniformity/train=-3.00, contrastive_acc/train=0.844]
Epoch 0: 73%|███████▎ | 344/469 [00:32<00:11, 10.72it/s, v_num=9, loss/train=1.240, alignment/train=0.132, uniformity/train=-3.00, contrastive_acc/train=0.844]
Epoch 0: 73%|███████▎ | 344/469 [00:32<00:11, 10.71it/s, v_num=9, loss/train=1.210, alignment/train=0.115, uniformity/train=-3.02, contrastive_acc/train=0.883]
Epoch 0: 74%|███████▎ | 345/469 [00:32<00:11, 10.72it/s, v_num=9, loss/train=1.210, alignment/train=0.115, uniformity/train=-3.02, contrastive_acc/train=0.883]
Epoch 0: 74%|███████▎ | 345/469 [00:32<00:11, 10.72it/s, v_num=9, loss/train=1.290, alignment/train=0.153, uniformity/train=-3.02, contrastive_acc/train=0.891]
Epoch 0: 74%|███████▍ | 346/469 [00:32<00:11, 10.72it/s, v_num=9, loss/train=1.290, alignment/train=0.153, uniformity/train=-3.02, contrastive_acc/train=0.891]
Epoch 0: 74%|███████▍ | 346/469 [00:32<00:11, 10.72it/s, v_num=9, loss/train=1.180, alignment/train=0.134, uniformity/train=-2.99, contrastive_acc/train=0.895]
Epoch 0: 74%|███████▍ | 347/469 [00:32<00:11, 10.73it/s, v_num=9, loss/train=1.180, alignment/train=0.134, uniformity/train=-2.99, contrastive_acc/train=0.895]
Epoch 0: 74%|███████▍ | 347/469 [00:32<00:11, 10.73it/s, v_num=9, loss/train=1.150, alignment/train=0.124, uniformity/train=-3.06, contrastive_acc/train=0.918]
Epoch 0: 74%|███████▍ | 348/469 [00:32<00:11, 10.73it/s, v_num=9, loss/train=1.150, alignment/train=0.124, uniformity/train=-3.06, contrastive_acc/train=0.918]
Epoch 0: 74%|███████▍ | 348/469 [00:32<00:11, 10.73it/s, v_num=9, loss/train=1.170, alignment/train=0.129, uniformity/train=-3.06, contrastive_acc/train=0.891]
Epoch 0: 74%|███████▍ | 349/469 [00:32<00:11, 10.72it/s, v_num=9, loss/train=1.170, alignment/train=0.129, uniformity/train=-3.06, contrastive_acc/train=0.891]
Epoch 0: 74%|███████▍ | 349/469 [00:32<00:11, 10.72it/s, v_num=9, loss/train=1.230, alignment/train=0.137, uniformity/train=-3.03, contrastive_acc/train=0.887]
Epoch 0: 75%|███████▍ | 350/469 [00:32<00:11, 10.69it/s, v_num=9, loss/train=1.230, alignment/train=0.137, uniformity/train=-3.03, contrastive_acc/train=0.887]
Epoch 0: 75%|███████▍ | 350/469 [00:32<00:11, 10.68it/s, v_num=9, loss/train=1.140, alignment/train=0.111, uniformity/train=-3.00, contrastive_acc/train=0.883]
Epoch 0: 75%|███████▍ | 351/469 [00:32<00:11, 10.70it/s, v_num=9, loss/train=1.140, alignment/train=0.111, uniformity/train=-3.00, contrastive_acc/train=0.883]
Epoch 0: 75%|███████▍ | 351/469 [00:32<00:11, 10.70it/s, v_num=9, loss/train=1.180, alignment/train=0.136, uniformity/train=-3.04, contrastive_acc/train=0.883]
Epoch 0: 75%|███████▌ | 352/469 [00:32<00:10, 10.69it/s, v_num=9, loss/train=1.180, alignment/train=0.136, uniformity/train=-3.04, contrastive_acc/train=0.883]
Epoch 0: 75%|███████▌ | 352/469 [00:32<00:10, 10.69it/s, v_num=9, loss/train=1.150, alignment/train=0.132, uniformity/train=-3.06, contrastive_acc/train=0.883]
Epoch 0: 75%|███████▌ | 353/469 [00:33<00:10, 10.69it/s, v_num=9, loss/train=1.150, alignment/train=0.132, uniformity/train=-3.06, contrastive_acc/train=0.883]
Epoch 0: 75%|███████▌ | 353/469 [00:33<00:10, 10.69it/s, v_num=9, loss/train=1.020, alignment/train=0.108, uniformity/train=-3.06, contrastive_acc/train=0.926]
Epoch 0: 75%|███████▌ | 354/469 [00:33<00:10, 10.70it/s, v_num=9, loss/train=1.020, alignment/train=0.108, uniformity/train=-3.06, contrastive_acc/train=0.926]
Epoch 0: 75%|███████▌ | 354/469 [00:33<00:10, 10.70it/s, v_num=9, loss/train=1.150, alignment/train=0.131, uniformity/train=-3.06, contrastive_acc/train=0.883]
Epoch 0: 76%|███████▌ | 355/469 [00:33<00:10, 10.70it/s, v_num=9, loss/train=1.150, alignment/train=0.131, uniformity/train=-3.06, contrastive_acc/train=0.883]
Epoch 0: 76%|███████▌ | 355/469 [00:33<00:10, 10.70it/s, v_num=9, loss/train=1.220, alignment/train=0.106, uniformity/train=-2.95, contrastive_acc/train=0.902]
Epoch 0: 76%|███████▌ | 356/469 [00:33<00:10, 10.71it/s, v_num=9, loss/train=1.220, alignment/train=0.106, uniformity/train=-2.95, contrastive_acc/train=0.902]
Epoch 0: 76%|███████▌ | 356/469 [00:33<00:10, 10.71it/s, v_num=9, loss/train=1.190, alignment/train=0.119, uniformity/train=-3.01, contrastive_acc/train=0.898]
Epoch 0: 76%|███████▌ | 357/469 [00:33<00:10, 10.71it/s, v_num=9, loss/train=1.190, alignment/train=0.119, uniformity/train=-3.01, contrastive_acc/train=0.898]
Epoch 0: 76%|███████▌ | 357/469 [00:33<00:10, 10.71it/s, v_num=9, loss/train=1.050, alignment/train=0.118, uniformity/train=-3.08, contrastive_acc/train=0.914]
Epoch 0: 76%|███████▋ | 358/469 [00:33<00:10, 10.73it/s, v_num=9, loss/train=1.050, alignment/train=0.118, uniformity/train=-3.08, contrastive_acc/train=0.914]
Epoch 0: 76%|███████▋ | 358/469 [00:33<00:10, 10.73it/s, v_num=9, loss/train=1.110, alignment/train=0.124, uniformity/train=-3.08, contrastive_acc/train=0.906]
Epoch 0: 77%|███████▋ | 359/469 [00:33<00:10, 10.71it/s, v_num=9, loss/train=1.110, alignment/train=0.124, uniformity/train=-3.08, contrastive_acc/train=0.906]
Epoch 0: 77%|███████▋ | 359/469 [00:33<00:10, 10.70it/s, v_num=9, loss/train=1.150, alignment/train=0.112, uniformity/train=-3.02, contrastive_acc/train=0.898]
Epoch 0: 77%|███████▋ | 360/469 [00:33<00:10, 10.71it/s, v_num=9, loss/train=1.150, alignment/train=0.112, uniformity/train=-3.02, contrastive_acc/train=0.898]
Epoch 0: 77%|███████▋ | 360/469 [00:33<00:10, 10.71it/s, v_num=9, loss/train=1.160, alignment/train=0.112, uniformity/train=-2.96, contrastive_acc/train=0.910]
Epoch 0: 77%|███████▋ | 361/469 [00:33<00:10, 10.72it/s, v_num=9, loss/train=1.160, alignment/train=0.112, uniformity/train=-2.96, contrastive_acc/train=0.910]
Epoch 0: 77%|███████▋ | 361/469 [00:33<00:10, 10.72it/s, v_num=9, loss/train=1.110, alignment/train=0.131, uniformity/train=-3.08, contrastive_acc/train=0.906]
Epoch 0: 77%|███████▋ | 362/469 [00:33<00:09, 10.71it/s, v_num=9, loss/train=1.110, alignment/train=0.131, uniformity/train=-3.08, contrastive_acc/train=0.906]
Epoch 0: 77%|███████▋ | 362/469 [00:33<00:09, 10.71it/s, v_num=9, loss/train=1.070, alignment/train=0.108, uniformity/train=-3.03, contrastive_acc/train=0.918]
Epoch 0: 77%|███████▋ | 363/469 [00:33<00:09, 10.69it/s, v_num=9, loss/train=1.070, alignment/train=0.108, uniformity/train=-3.03, contrastive_acc/train=0.918]
Epoch 0: 77%|███████▋ | 363/469 [00:33<00:09, 10.69it/s, v_num=9, loss/train=1.070, alignment/train=0.123, uniformity/train=-3.05, contrastive_acc/train=0.902]
Epoch 0: 78%|███████▊ | 364/469 [00:34<00:09, 10.69it/s, v_num=9, loss/train=1.070, alignment/train=0.123, uniformity/train=-3.05, contrastive_acc/train=0.902]
Epoch 0: 78%|███████▊ | 364/469 [00:34<00:09, 10.69it/s, v_num=9, loss/train=1.150, alignment/train=0.128, uniformity/train=-3.01, contrastive_acc/train=0.902]
Epoch 0: 78%|███████▊ | 365/469 [00:34<00:09, 10.70it/s, v_num=9, loss/train=1.150, alignment/train=0.128, uniformity/train=-3.01, contrastive_acc/train=0.902]
Epoch 0: 78%|███████▊ | 365/469 [00:34<00:09, 10.70it/s, v_num=9, loss/train=1.150, alignment/train=0.121, uniformity/train=-3.01, contrastive_acc/train=0.910]
Epoch 0: 78%|███████▊ | 366/469 [00:34<00:09, 10.70it/s, v_num=9, loss/train=1.150, alignment/train=0.121, uniformity/train=-3.01, contrastive_acc/train=0.910]
Epoch 0: 78%|███████▊ | 366/469 [00:34<00:09, 10.70it/s, v_num=9, loss/train=1.070, alignment/train=0.119, uniformity/train=-3.05, contrastive_acc/train=0.922]
Epoch 0: 78%|███████▊ | 367/469 [00:34<00:09, 10.70it/s, v_num=9, loss/train=1.070, alignment/train=0.119, uniformity/train=-3.05, contrastive_acc/train=0.922]
Epoch 0: 78%|███████▊ | 367/469 [00:34<00:09, 10.70it/s, v_num=9, loss/train=1.070, alignment/train=0.105, uniformity/train=-3.00, contrastive_acc/train=0.914]
Epoch 0: 78%|███████▊ | 368/469 [00:34<00:09, 10.71it/s, v_num=9, loss/train=1.070, alignment/train=0.105, uniformity/train=-3.00, contrastive_acc/train=0.914]
Epoch 0: 78%|███████▊ | 368/469 [00:34<00:09, 10.71it/s, v_num=9, loss/train=1.100, alignment/train=0.128, uniformity/train=-3.05, contrastive_acc/train=0.875]
Epoch 0: 79%|███████▊ | 369/469 [00:34<00:09, 10.71it/s, v_num=9, loss/train=1.100, alignment/train=0.128, uniformity/train=-3.05, contrastive_acc/train=0.875]
Epoch 0: 79%|███████▊ | 369/469 [00:34<00:09, 10.71it/s, v_num=9, loss/train=1.220, alignment/train=0.138, uniformity/train=-3.02, contrastive_acc/train=0.871]
Epoch 0: 79%|███████▉ | 370/469 [00:34<00:09, 10.71it/s, v_num=9, loss/train=1.220, alignment/train=0.138, uniformity/train=-3.02, contrastive_acc/train=0.871]
Epoch 0: 79%|███████▉ | 370/469 [00:34<00:09, 10.71it/s, v_num=9, loss/train=1.060, alignment/train=0.142, uniformity/train=-3.09, contrastive_acc/train=0.918]
Epoch 0: 79%|███████▉ | 371/469 [00:34<00:09, 10.72it/s, v_num=9, loss/train=1.060, alignment/train=0.142, uniformity/train=-3.09, contrastive_acc/train=0.918]
Epoch 0: 79%|███████▉ | 371/469 [00:34<00:09, 10.72it/s, v_num=9, loss/train=1.050, alignment/train=0.131, uniformity/train=-3.09, contrastive_acc/train=0.898]
Epoch 0: 79%|███████▉ | 372/469 [00:34<00:09, 10.71it/s, v_num=9, loss/train=1.050, alignment/train=0.131, uniformity/train=-3.09, contrastive_acc/train=0.898]
Epoch 0: 79%|███████▉ | 372/469 [00:34<00:09, 10.71it/s, v_num=9, loss/train=1.070, alignment/train=0.127, uniformity/train=-3.07, contrastive_acc/train=0.910]
Epoch 0: 80%|███████▉ | 373/469 [00:34<00:08, 10.70it/s, v_num=9, loss/train=1.070, alignment/train=0.127, uniformity/train=-3.07, contrastive_acc/train=0.910]
Epoch 0: 80%|███████▉ | 373/469 [00:34<00:08, 10.70it/s, v_num=9, loss/train=1.090, alignment/train=0.121, uniformity/train=-3.04, contrastive_acc/train=0.926]
Epoch 0: 80%|███████▉ | 374/469 [00:34<00:08, 10.71it/s, v_num=9, loss/train=1.090, alignment/train=0.121, uniformity/train=-3.04, contrastive_acc/train=0.926]
Epoch 0: 80%|███████▉ | 374/469 [00:34<00:08, 10.71it/s, v_num=9, loss/train=1.100, alignment/train=0.119, uniformity/train=-3.06, contrastive_acc/train=0.895]
Epoch 0: 80%|███████▉ | 375/469 [00:34<00:08, 10.72it/s, v_num=9, loss/train=1.100, alignment/train=0.119, uniformity/train=-3.06, contrastive_acc/train=0.895]
Epoch 0: 80%|███████▉ | 375/469 [00:34<00:08, 10.72it/s, v_num=9, loss/train=1.200, alignment/train=0.0947, uniformity/train=-2.88, contrastive_acc/train=0.918]
Epoch 0: 80%|████████ | 376/469 [00:35<00:08, 10.71it/s, v_num=9, loss/train=1.200, alignment/train=0.0947, uniformity/train=-2.88, contrastive_acc/train=0.918]
Epoch 0: 80%|████████ | 376/469 [00:35<00:08, 10.71it/s, v_num=9, loss/train=1.120, alignment/train=0.114, uniformity/train=-3.02, contrastive_acc/train=0.914]
Epoch 0: 80%|████████ | 377/469 [00:35<00:08, 10.71it/s, v_num=9, loss/train=1.120, alignment/train=0.114, uniformity/train=-3.02, contrastive_acc/train=0.914]
Epoch 0: 80%|████████ | 377/469 [00:35<00:08, 10.71it/s, v_num=9, loss/train=1.070, alignment/train=0.109, uniformity/train=-3.06, contrastive_acc/train=0.898]
Epoch 0: 81%|████████ | 378/469 [00:35<00:08, 10.70it/s, v_num=9, loss/train=1.070, alignment/train=0.109, uniformity/train=-3.06, contrastive_acc/train=0.898]
Epoch 0: 81%|████████ | 378/469 [00:35<00:08, 10.70it/s, v_num=9, loss/train=1.090, alignment/train=0.111, uniformity/train=-3.05, contrastive_acc/train=0.914]
Epoch 0: 81%|████████ | 379/469 [00:35<00:08, 10.71it/s, v_num=9, loss/train=1.090, alignment/train=0.111, uniformity/train=-3.05, contrastive_acc/train=0.914]
Epoch 0: 81%|████████ | 379/469 [00:35<00:08, 10.71it/s, v_num=9, loss/train=1.080, alignment/train=0.109, uniformity/train=-3.01, contrastive_acc/train=0.922]
Epoch 0: 81%|████████ | 380/469 [00:35<00:08, 10.72it/s, v_num=9, loss/train=1.080, alignment/train=0.109, uniformity/train=-3.01, contrastive_acc/train=0.922]
Epoch 0: 81%|████████ | 380/469 [00:35<00:08, 10.72it/s, v_num=9, loss/train=1.190, alignment/train=0.120, uniformity/train=-3.04, contrastive_acc/train=0.875]
Epoch 0: 81%|████████ | 381/469 [00:35<00:08, 10.73it/s, v_num=9, loss/train=1.190, alignment/train=0.120, uniformity/train=-3.04, contrastive_acc/train=0.875]
Epoch 0: 81%|████████ | 381/469 [00:35<00:08, 10.73it/s, v_num=9, loss/train=1.100, alignment/train=0.125, uniformity/train=-3.00, contrastive_acc/train=0.891]
Epoch 0: 81%|████████▏ | 382/469 [00:35<00:08, 10.74it/s, v_num=9, loss/train=1.100, alignment/train=0.125, uniformity/train=-3.00, contrastive_acc/train=0.891]
Epoch 0: 81%|████████▏ | 382/469 [00:35<00:08, 10.74it/s, v_num=9, loss/train=1.060, alignment/train=0.122, uniformity/train=-3.08, contrastive_acc/train=0.914]
Epoch 0: 82%|████████▏ | 383/469 [00:35<00:07, 10.75it/s, v_num=9, loss/train=1.060, alignment/train=0.122, uniformity/train=-3.08, contrastive_acc/train=0.914]
Epoch 0: 82%|████████▏ | 383/469 [00:35<00:07, 10.75it/s, v_num=9, loss/train=1.120, alignment/train=0.145, uniformity/train=-3.08, contrastive_acc/train=0.855]
Epoch 0: 82%|████████▏ | 384/469 [00:35<00:07, 10.71it/s, v_num=9, loss/train=1.120, alignment/train=0.145, uniformity/train=-3.08, contrastive_acc/train=0.855]
Epoch 0: 82%|████████▏ | 384/469 [00:35<00:07, 10.71it/s, v_num=9, loss/train=1.130, alignment/train=0.124, uniformity/train=-3.03, contrastive_acc/train=0.883]
Epoch 0: 82%|████████▏ | 385/469 [00:35<00:07, 10.71it/s, v_num=9, loss/train=1.130, alignment/train=0.124, uniformity/train=-3.03, contrastive_acc/train=0.883]
Epoch 0: 82%|████████▏ | 385/469 [00:35<00:07, 10.71it/s, v_num=9, loss/train=1.030, alignment/train=0.111, uniformity/train=-3.05, contrastive_acc/train=0.918]
Epoch 0: 82%|████████▏ | 386/469 [00:36<00:07, 10.72it/s, v_num=9, loss/train=1.030, alignment/train=0.111, uniformity/train=-3.05, contrastive_acc/train=0.918]
Epoch 0: 82%|████████▏ | 386/469 [00:36<00:07, 10.72it/s, v_num=9, loss/train=0.973, alignment/train=0.114, uniformity/train=-3.08, contrastive_acc/train=0.953]
Epoch 0: 83%|████████▎ | 387/469 [00:36<00:07, 10.72it/s, v_num=9, loss/train=0.973, alignment/train=0.114, uniformity/train=-3.08, contrastive_acc/train=0.953]
Epoch 0: 83%|████████▎ | 387/469 [00:36<00:07, 10.72it/s, v_num=9, loss/train=1.160, alignment/train=0.126, uniformity/train=-2.98, contrastive_acc/train=0.902]
Epoch 0: 83%|████████▎ | 388/469 [00:36<00:07, 10.72it/s, v_num=9, loss/train=1.160, alignment/train=0.126, uniformity/train=-2.98, contrastive_acc/train=0.902]
Epoch 0: 83%|████████▎ | 388/469 [00:36<00:07, 10.72it/s, v_num=9, loss/train=1.050, alignment/train=0.0922, uniformity/train=-3.01, contrastive_acc/train=0.934]
Epoch 0: 83%|████████▎ | 389/469 [00:36<00:07, 10.73it/s, v_num=9, loss/train=1.050, alignment/train=0.0922, uniformity/train=-3.01, contrastive_acc/train=0.934]
Epoch 0: 83%|████████▎ | 389/469 [00:36<00:07, 10.73it/s, v_num=9, loss/train=1.150, alignment/train=0.130, uniformity/train=-3.00, contrastive_acc/train=0.914]
Epoch 0: 83%|████████▎ | 390/469 [00:36<00:07, 10.73it/s, v_num=9, loss/train=1.150, alignment/train=0.130, uniformity/train=-3.00, contrastive_acc/train=0.914]
Epoch 0: 83%|████████▎ | 390/469 [00:36<00:07, 10.73it/s, v_num=9, loss/train=1.070, alignment/train=0.111, uniformity/train=-3.05, contrastive_acc/train=0.918]
Epoch 0: 83%|████████▎ | 391/469 [00:36<00:07, 10.73it/s, v_num=9, loss/train=1.070, alignment/train=0.111, uniformity/train=-3.05, contrastive_acc/train=0.918]
Epoch 0: 83%|████████▎ | 391/469 [00:36<00:07, 10.73it/s, v_num=9, loss/train=1.080, alignment/train=0.119, uniformity/train=-3.06, contrastive_acc/train=0.883]
Epoch 0: 84%|████████▎ | 392/469 [00:36<00:07, 10.72it/s, v_num=9, loss/train=1.080, alignment/train=0.119, uniformity/train=-3.06, contrastive_acc/train=0.883]
Epoch 0: 84%|████████▎ | 392/469 [00:36<00:07, 10.72it/s, v_num=9, loss/train=1.140, alignment/train=0.141, uniformity/train=-3.06, contrastive_acc/train=0.891]
Epoch 0: 84%|████████▍ | 393/469 [00:36<00:07, 10.73it/s, v_num=9, loss/train=1.140, alignment/train=0.141, uniformity/train=-3.06, contrastive_acc/train=0.891]
Epoch 0: 84%|████████▍ | 393/469 [00:36<00:07, 10.73it/s, v_num=9, loss/train=1.000, alignment/train=0.106, uniformity/train=-3.09, contrastive_acc/train=0.922]
Epoch 0: 84%|████████▍ | 394/469 [00:36<00:06, 10.73it/s, v_num=9, loss/train=1.000, alignment/train=0.106, uniformity/train=-3.09, contrastive_acc/train=0.922]
Epoch 0: 84%|████████▍ | 394/469 [00:36<00:06, 10.73it/s, v_num=9, loss/train=1.010, alignment/train=0.119, uniformity/train=-3.05, contrastive_acc/train=0.922]
Epoch 0: 84%|████████▍ | 395/469 [00:36<00:06, 10.73it/s, v_num=9, loss/train=1.010, alignment/train=0.119, uniformity/train=-3.05, contrastive_acc/train=0.922]
Epoch 0: 84%|████████▍ | 395/469 [00:36<00:06, 10.73it/s, v_num=9, loss/train=1.070, alignment/train=0.112, uniformity/train=-3.08, contrastive_acc/train=0.914]
Epoch 0: 84%|████████▍ | 396/469 [00:36<00:06, 10.73it/s, v_num=9, loss/train=1.070, alignment/train=0.112, uniformity/train=-3.08, contrastive_acc/train=0.914]
Epoch 0: 84%|████████▍ | 396/469 [00:36<00:06, 10.73it/s, v_num=9, loss/train=0.978, alignment/train=0.118, uniformity/train=-3.11, contrastive_acc/train=0.922]
Epoch 0: 85%|████████▍ | 397/469 [00:36<00:06, 10.73it/s, v_num=9, loss/train=0.978, alignment/train=0.118, uniformity/train=-3.11, contrastive_acc/train=0.922]
Epoch 0: 85%|████████▍ | 397/469 [00:36<00:06, 10.73it/s, v_num=9, loss/train=0.991, alignment/train=0.110, uniformity/train=-3.06, contrastive_acc/train=0.938]
Epoch 0: 85%|████████▍ | 398/469 [00:37<00:06, 10.74it/s, v_num=9, loss/train=0.991, alignment/train=0.110, uniformity/train=-3.06, contrastive_acc/train=0.938]
Epoch 0: 85%|████████▍ | 398/469 [00:37<00:06, 10.74it/s, v_num=9, loss/train=1.040, alignment/train=0.103, uniformity/train=-3.06, contrastive_acc/train=0.918]
Epoch 0: 85%|████████▌ | 399/469 [00:37<00:06, 10.74it/s, v_num=9, loss/train=1.040, alignment/train=0.103, uniformity/train=-3.06, contrastive_acc/train=0.918]
Epoch 0: 85%|████████▌ | 399/469 [00:37<00:06, 10.74it/s, v_num=9, loss/train=1.020, alignment/train=0.112, uniformity/train=-3.08, contrastive_acc/train=0.945]
Epoch 0: 85%|████████▌ | 400/469 [00:37<00:06, 10.73it/s, v_num=9, loss/train=1.020, alignment/train=0.112, uniformity/train=-3.08, contrastive_acc/train=0.945]
Epoch 0: 85%|████████▌ | 400/469 [00:37<00:06, 10.73it/s, v_num=9, loss/train=1.100, alignment/train=0.114, uniformity/train=-3.04, contrastive_acc/train=0.887]
Epoch 0: 86%|████████▌ | 401/469 [00:37<00:06, 10.73it/s, v_num=9, loss/train=1.100, alignment/train=0.114, uniformity/train=-3.04, contrastive_acc/train=0.887]
Epoch 0: 86%|████████▌ | 401/469 [00:37<00:06, 10.73it/s, v_num=9, loss/train=1.010, alignment/train=0.122, uniformity/train=-3.12, contrastive_acc/train=0.934]
Epoch 0: 86%|████████▌ | 402/469 [00:37<00:06, 10.74it/s, v_num=9, loss/train=1.010, alignment/train=0.122, uniformity/train=-3.12, contrastive_acc/train=0.934]
Epoch 0: 86%|████████▌ | 402/469 [00:37<00:06, 10.74it/s, v_num=9, loss/train=0.945, alignment/train=0.116, uniformity/train=-3.12, contrastive_acc/train=0.914]
Epoch 0: 86%|████████▌ | 403/469 [00:37<00:06, 10.75it/s, v_num=9, loss/train=0.945, alignment/train=0.116, uniformity/train=-3.12, contrastive_acc/train=0.914]
Epoch 0: 86%|████████▌ | 403/469 [00:37<00:06, 10.75it/s, v_num=9, loss/train=1.050, alignment/train=0.120, uniformity/train=-3.08, contrastive_acc/train=0.914]
Epoch 0: 86%|████████▌ | 404/469 [00:37<00:06, 10.76it/s, v_num=9, loss/train=1.050, alignment/train=0.120, uniformity/train=-3.08, contrastive_acc/train=0.914]
Epoch 0: 86%|████████▌ | 404/469 [00:37<00:06, 10.76it/s, v_num=9, loss/train=0.950, alignment/train=0.104, uniformity/train=-3.10, contrastive_acc/train=0.938]
Epoch 0: 86%|████████▋ | 405/469 [00:37<00:05, 10.77it/s, v_num=9, loss/train=0.950, alignment/train=0.104, uniformity/train=-3.10, contrastive_acc/train=0.938]
Epoch 0: 86%|████████▋ | 405/469 [00:37<00:05, 10.76it/s, v_num=9, loss/train=1.040, alignment/train=0.111, uniformity/train=-3.09, contrastive_acc/train=0.949]
Epoch 0: 87%|████████▋ | 406/469 [00:37<00:05, 10.74it/s, v_num=9, loss/train=1.040, alignment/train=0.111, uniformity/train=-3.09, contrastive_acc/train=0.949]
Epoch 0: 87%|████████▋ | 406/469 [00:37<00:05, 10.74it/s, v_num=9, loss/train=1.110, alignment/train=0.134, uniformity/train=-3.04, contrastive_acc/train=0.941]
Epoch 0: 87%|████████▋ | 407/469 [00:37<00:05, 10.74it/s, v_num=9, loss/train=1.110, alignment/train=0.134, uniformity/train=-3.04, contrastive_acc/train=0.941]
Epoch 0: 87%|████████▋ | 407/469 [00:37<00:05, 10.74it/s, v_num=9, loss/train=0.976, alignment/train=0.115, uniformity/train=-3.10, contrastive_acc/train=0.949]
Epoch 0: 87%|████████▋ | 408/469 [00:37<00:05, 10.75it/s, v_num=9, loss/train=0.976, alignment/train=0.115, uniformity/train=-3.10, contrastive_acc/train=0.949]
Epoch 0: 87%|████████▋ | 408/469 [00:37<00:05, 10.75it/s, v_num=9, loss/train=1.110, alignment/train=0.129, uniformity/train=-3.08, contrastive_acc/train=0.898]
Epoch 0: 87%|████████▋ | 409/469 [00:38<00:05, 10.75it/s, v_num=9, loss/train=1.110, alignment/train=0.129, uniformity/train=-3.08, contrastive_acc/train=0.898]
Epoch 0: 87%|████████▋ | 409/469 [00:38<00:05, 10.75it/s, v_num=9, loss/train=1.030, alignment/train=0.123, uniformity/train=-3.11, contrastive_acc/train=0.906]
Epoch 0: 87%|████████▋ | 410/469 [00:38<00:05, 10.76it/s, v_num=9, loss/train=1.030, alignment/train=0.123, uniformity/train=-3.11, contrastive_acc/train=0.906]
Epoch 0: 87%|████████▋ | 410/469 [00:38<00:05, 10.76it/s, v_num=9, loss/train=1.030, alignment/train=0.121, uniformity/train=-3.07, contrastive_acc/train=0.914]
Epoch 0: 88%|████████▊ | 411/469 [00:38<00:05, 10.75it/s, v_num=9, loss/train=1.030, alignment/train=0.121, uniformity/train=-3.07, contrastive_acc/train=0.914]
Epoch 0: 88%|████████▊ | 411/469 [00:38<00:05, 10.75it/s, v_num=9, loss/train=1.050, alignment/train=0.112, uniformity/train=-3.08, contrastive_acc/train=0.906]
Epoch 0: 88%|████████▊ | 412/469 [00:38<00:05, 10.76it/s, v_num=9, loss/train=1.050, alignment/train=0.112, uniformity/train=-3.08, contrastive_acc/train=0.906]
Epoch 0: 88%|████████▊ | 412/469 [00:38<00:05, 10.76it/s, v_num=9, loss/train=0.977, alignment/train=0.103, uniformity/train=-3.06, contrastive_acc/train=0.949]
Epoch 0: 88%|████████▊ | 413/469 [00:38<00:05, 10.76it/s, v_num=9, loss/train=0.977, alignment/train=0.103, uniformity/train=-3.06, contrastive_acc/train=0.949]
Epoch 0: 88%|████████▊ | 413/469 [00:38<00:05, 10.76it/s, v_num=9, loss/train=0.961, alignment/train=0.114, uniformity/train=-3.09, contrastive_acc/train=0.938]
Epoch 0: 88%|████████▊ | 414/469 [00:38<00:05, 10.77it/s, v_num=9, loss/train=0.961, alignment/train=0.114, uniformity/train=-3.09, contrastive_acc/train=0.938]
Epoch 0: 88%|████████▊ | 414/469 [00:38<00:05, 10.77it/s, v_num=9, loss/train=1.060, alignment/train=0.116, uniformity/train=-3.04, contrastive_acc/train=0.938]
Epoch 0: 88%|████████▊ | 415/469 [00:38<00:05, 10.76it/s, v_num=9, loss/train=1.060, alignment/train=0.116, uniformity/train=-3.04, contrastive_acc/train=0.938]
Epoch 0: 88%|████████▊ | 415/469 [00:38<00:05, 10.76it/s, v_num=9, loss/train=1.000, alignment/train=0.121, uniformity/train=-3.11, contrastive_acc/train=0.938]
Epoch 0: 89%|████████▊ | 416/469 [00:38<00:04, 10.77it/s, v_num=9, loss/train=1.000, alignment/train=0.121, uniformity/train=-3.11, contrastive_acc/train=0.938]
Epoch 0: 89%|████████▊ | 416/469 [00:38<00:04, 10.77it/s, v_num=9, loss/train=0.888, alignment/train=0.112, uniformity/train=-3.15, contrastive_acc/train=0.930]
Epoch 0: 89%|████████▉ | 417/469 [00:38<00:04, 10.77it/s, v_num=9, loss/train=0.888, alignment/train=0.112, uniformity/train=-3.15, contrastive_acc/train=0.930]
Epoch 0: 89%|████████▉ | 417/469 [00:38<00:04, 10.77it/s, v_num=9, loss/train=1.170, alignment/train=0.131, uniformity/train=-3.07, contrastive_acc/train=0.898]
Epoch 0: 89%|████████▉ | 418/469 [00:38<00:04, 10.77it/s, v_num=9, loss/train=1.170, alignment/train=0.131, uniformity/train=-3.07, contrastive_acc/train=0.898]
Epoch 0: 89%|████████▉ | 418/469 [00:38<00:04, 10.77it/s, v_num=9, loss/train=0.993, alignment/train=0.125, uniformity/train=-3.09, contrastive_acc/train=0.906]
Epoch 0: 89%|████████▉ | 419/469 [00:38<00:04, 10.77it/s, v_num=9, loss/train=0.993, alignment/train=0.125, uniformity/train=-3.09, contrastive_acc/train=0.906]
Epoch 0: 89%|████████▉ | 419/469 [00:38<00:04, 10.77it/s, v_num=9, loss/train=0.983, alignment/train=0.140, uniformity/train=-3.16, contrastive_acc/train=0.938]
Epoch 0: 90%|████████▉ | 420/469 [00:39<00:04, 10.76it/s, v_num=9, loss/train=0.983, alignment/train=0.140, uniformity/train=-3.16, contrastive_acc/train=0.938]
Epoch 0: 90%|████████▉ | 420/469 [00:39<00:04, 10.76it/s, v_num=9, loss/train=1.070, alignment/train=0.145, uniformity/train=-3.13, contrastive_acc/train=0.910]
Epoch 0: 90%|████████▉ | 421/469 [00:39<00:04, 10.77it/s, v_num=9, loss/train=1.070, alignment/train=0.145, uniformity/train=-3.13, contrastive_acc/train=0.910]
Epoch 0: 90%|████████▉ | 421/469 [00:39<00:04, 10.77it/s, v_num=9, loss/train=0.937, alignment/train=0.110, uniformity/train=-3.12, contrastive_acc/train=0.945]
Epoch 0: 90%|████████▉ | 422/469 [00:39<00:04, 10.76it/s, v_num=9, loss/train=0.937, alignment/train=0.110, uniformity/train=-3.12, contrastive_acc/train=0.945]
Epoch 0: 90%|████████▉ | 422/469 [00:39<00:04, 10.76it/s, v_num=9, loss/train=1.010, alignment/train=0.108, uniformity/train=-3.04, contrastive_acc/train=0.941]
Epoch 0: 90%|█████████ | 423/469 [00:39<00:04, 10.77it/s, v_num=9, loss/train=1.010, alignment/train=0.108, uniformity/train=-3.04, contrastive_acc/train=0.941]
Epoch 0: 90%|█████████ | 423/469 [00:39<00:04, 10.77it/s, v_num=9, loss/train=0.918, alignment/train=0.0991, uniformity/train=-3.14, contrastive_acc/train=0.941]
Epoch 0: 90%|█████████ | 424/469 [00:39<00:04, 10.78it/s, v_num=9, loss/train=0.918, alignment/train=0.0991, uniformity/train=-3.14, contrastive_acc/train=0.941]
Epoch 0: 90%|█████████ | 424/469 [00:39<00:04, 10.78it/s, v_num=9, loss/train=0.978, alignment/train=0.118, uniformity/train=-3.09, contrastive_acc/train=0.922]
Epoch 0: 91%|█████████ | 425/469 [00:39<00:04, 10.78it/s, v_num=9, loss/train=0.978, alignment/train=0.118, uniformity/train=-3.09, contrastive_acc/train=0.922]
Epoch 0: 91%|█████████ | 425/469 [00:39<00:04, 10.78it/s, v_num=9, loss/train=1.030, alignment/train=0.113, uniformity/train=-3.09, contrastive_acc/train=0.926]
Epoch 0: 91%|█████████ | 426/469 [00:39<00:03, 10.79it/s, v_num=9, loss/train=1.030, alignment/train=0.113, uniformity/train=-3.09, contrastive_acc/train=0.926]
Epoch 0: 91%|█████████ | 426/469 [00:39<00:03, 10.79it/s, v_num=9, loss/train=1.050, alignment/train=0.129, uniformity/train=-3.09, contrastive_acc/train=0.941]
Epoch 0: 91%|█████████ | 427/469 [00:39<00:03, 10.80it/s, v_num=9, loss/train=1.050, alignment/train=0.129, uniformity/train=-3.09, contrastive_acc/train=0.941]
Epoch 0: 91%|█████████ | 427/469 [00:39<00:03, 10.80it/s, v_num=9, loss/train=1.050, alignment/train=0.123, uniformity/train=-3.06, contrastive_acc/train=0.922]
Epoch 0: 91%|█████████▏| 428/469 [00:39<00:03, 10.76it/s, v_num=9, loss/train=1.050, alignment/train=0.123, uniformity/train=-3.06, contrastive_acc/train=0.922]
Epoch 0: 91%|█████████▏| 428/469 [00:39<00:03, 10.76it/s, v_num=9, loss/train=1.040, alignment/train=0.124, uniformity/train=-3.12, contrastive_acc/train=0.895]
Epoch 0: 91%|█████████▏| 429/469 [00:39<00:03, 10.77it/s, v_num=9, loss/train=1.040, alignment/train=0.124, uniformity/train=-3.12, contrastive_acc/train=0.895]
Epoch 0: 91%|█████████▏| 429/469 [00:39<00:03, 10.77it/s, v_num=9, loss/train=1.060, alignment/train=0.140, uniformity/train=-3.09, contrastive_acc/train=0.895]
Epoch 0: 92%|█████████▏| 430/469 [00:39<00:03, 10.77it/s, v_num=9, loss/train=1.060, alignment/train=0.140, uniformity/train=-3.09, contrastive_acc/train=0.895]
Epoch 0: 92%|█████████▏| 430/469 [00:39<00:03, 10.77it/s, v_num=9, loss/train=0.986, alignment/train=0.129, uniformity/train=-3.12, contrastive_acc/train=0.922]
Epoch 0: 92%|█████████▏| 431/469 [00:39<00:03, 10.78it/s, v_num=9, loss/train=0.986, alignment/train=0.129, uniformity/train=-3.12, contrastive_acc/train=0.922]
Epoch 0: 92%|█████████▏| 431/469 [00:39<00:03, 10.78it/s, v_num=9, loss/train=0.974, alignment/train=0.134, uniformity/train=-3.15, contrastive_acc/train=0.922]
Epoch 0: 92%|█████████▏| 432/469 [00:40<00:03, 10.78it/s, v_num=9, loss/train=0.974, alignment/train=0.134, uniformity/train=-3.15, contrastive_acc/train=0.922]
Epoch 0: 92%|█████████▏| 432/469 [00:40<00:03, 10.78it/s, v_num=9, loss/train=1.170, alignment/train=0.145, uniformity/train=-2.98, contrastive_acc/train=0.895]
Epoch 0: 92%|█████████▏| 433/469 [00:40<00:03, 10.77it/s, v_num=9, loss/train=1.170, alignment/train=0.145, uniformity/train=-2.98, contrastive_acc/train=0.895]
Epoch 0: 92%|█████████▏| 433/469 [00:40<00:03, 10.77it/s, v_num=9, loss/train=0.923, alignment/train=0.0923, uniformity/train=-3.12, contrastive_acc/train=0.926]
Epoch 0: 93%|█████████▎| 434/469 [00:40<00:03, 10.77it/s, v_num=9, loss/train=0.923, alignment/train=0.0923, uniformity/train=-3.12, contrastive_acc/train=0.926]
Epoch 0: 93%|█████████▎| 434/469 [00:40<00:03, 10.77it/s, v_num=9, loss/train=0.943, alignment/train=0.110, uniformity/train=-3.13, contrastive_acc/train=0.945]
Epoch 0: 93%|█████████▎| 435/469 [00:40<00:03, 10.77it/s, v_num=9, loss/train=0.943, alignment/train=0.110, uniformity/train=-3.13, contrastive_acc/train=0.945]
Epoch 0: 93%|█████████▎| 435/469 [00:40<00:03, 10.77it/s, v_num=9, loss/train=1.030, alignment/train=0.111, uniformity/train=-3.07, contrastive_acc/train=0.930]
Epoch 0: 93%|█████████▎| 436/469 [00:40<00:03, 10.78it/s, v_num=9, loss/train=1.030, alignment/train=0.111, uniformity/train=-3.07, contrastive_acc/train=0.930]
Epoch 0: 93%|█████████▎| 436/469 [00:40<00:03, 10.78it/s, v_num=9, loss/train=0.928, alignment/train=0.110, uniformity/train=-3.11, contrastive_acc/train=0.930]
Epoch 0: 93%|█████████▎| 437/469 [00:40<00:02, 10.79it/s, v_num=9, loss/train=0.928, alignment/train=0.110, uniformity/train=-3.11, contrastive_acc/train=0.930]
Epoch 0: 93%|█████████▎| 437/469 [00:40<00:02, 10.79it/s, v_num=9, loss/train=0.856, alignment/train=0.0948, uniformity/train=-3.14, contrastive_acc/train=0.941]
Epoch 0: 93%|█████████▎| 438/469 [00:40<00:02, 10.78it/s, v_num=9, loss/train=0.856, alignment/train=0.0948, uniformity/train=-3.14, contrastive_acc/train=0.941]
Epoch 0: 93%|█████████▎| 438/469 [00:40<00:02, 10.78it/s, v_num=9, loss/train=0.934, alignment/train=0.103, uniformity/train=-3.10, contrastive_acc/train=0.934]
Epoch 0: 94%|█████████▎| 439/469 [00:40<00:02, 10.79it/s, v_num=9, loss/train=0.934, alignment/train=0.103, uniformity/train=-3.10, contrastive_acc/train=0.934]
Epoch 0: 94%|█████████▎| 439/469 [00:40<00:02, 10.79it/s, v_num=9, loss/train=0.970, alignment/train=0.117, uniformity/train=-3.12, contrastive_acc/train=0.906]
Epoch 0: 94%|█████████▍| 440/469 [00:40<00:02, 10.80it/s, v_num=9, loss/train=0.970, alignment/train=0.117, uniformity/train=-3.12, contrastive_acc/train=0.906]
Epoch 0: 94%|█████████▍| 440/469 [00:40<00:02, 10.80it/s, v_num=9, loss/train=0.997, alignment/train=0.131, uniformity/train=-3.13, contrastive_acc/train=0.930]
Epoch 0: 94%|█████████▍| 441/469 [00:40<00:02, 10.79it/s, v_num=9, loss/train=0.997, alignment/train=0.131, uniformity/train=-3.13, contrastive_acc/train=0.930]
Epoch 0: 94%|█████████▍| 441/469 [00:40<00:02, 10.79it/s, v_num=9, loss/train=0.991, alignment/train=0.112, uniformity/train=-3.13, contrastive_acc/train=0.938]
Epoch 0: 94%|█████████▍| 442/469 [00:40<00:02, 10.78it/s, v_num=9, loss/train=0.991, alignment/train=0.112, uniformity/train=-3.13, contrastive_acc/train=0.938]
Epoch 0: 94%|█████████▍| 442/469 [00:40<00:02, 10.78it/s, v_num=9, loss/train=0.972, alignment/train=0.124, uniformity/train=-3.13, contrastive_acc/train=0.938]
Epoch 0: 94%|█████████▍| 443/469 [00:41<00:02, 10.78it/s, v_num=9, loss/train=0.972, alignment/train=0.124, uniformity/train=-3.13, contrastive_acc/train=0.938]
Epoch 0: 94%|█████████▍| 443/469 [00:41<00:02, 10.78it/s, v_num=9, loss/train=0.953, alignment/train=0.125, uniformity/train=-3.13, contrastive_acc/train=0.945]
Epoch 0: 95%|█████████▍| 444/469 [00:41<00:02, 10.78it/s, v_num=9, loss/train=0.953, alignment/train=0.125, uniformity/train=-3.13, contrastive_acc/train=0.945]
Epoch 0: 95%|█████████▍| 444/469 [00:41<00:02, 10.78it/s, v_num=9, loss/train=0.943, alignment/train=0.126, uniformity/train=-3.14, contrastive_acc/train=0.949]
Epoch 0: 95%|█████████▍| 445/469 [00:41<00:02, 10.79it/s, v_num=9, loss/train=0.943, alignment/train=0.126, uniformity/train=-3.14, contrastive_acc/train=0.949]
Epoch 0: 95%|█████████▍| 445/469 [00:41<00:02, 10.79it/s, v_num=9, loss/train=0.963, alignment/train=0.115, uniformity/train=-3.12, contrastive_acc/train=0.941]
Epoch 0: 95%|█████████▌| 446/469 [00:41<00:02, 10.79it/s, v_num=9, loss/train=0.963, alignment/train=0.115, uniformity/train=-3.12, contrastive_acc/train=0.941]
Epoch 0: 95%|█████████▌| 446/469 [00:41<00:02, 10.79it/s, v_num=9, loss/train=0.920, alignment/train=0.115, uniformity/train=-3.13, contrastive_acc/train=0.938]
Epoch 0: 95%|█████████▌| 447/469 [00:41<00:02, 10.78it/s, v_num=9, loss/train=0.920, alignment/train=0.115, uniformity/train=-3.13, contrastive_acc/train=0.938]
Epoch 0: 95%|█████████▌| 447/469 [00:41<00:02, 10.78it/s, v_num=9, loss/train=1.040, alignment/train=0.140, uniformity/train=-3.08, contrastive_acc/train=0.883]
Epoch 0: 96%|█████████▌| 448/469 [00:41<00:01, 10.79it/s, v_num=9, loss/train=1.040, alignment/train=0.140, uniformity/train=-3.08, contrastive_acc/train=0.883]
Epoch 0: 96%|█████████▌| 448/469 [00:41<00:01, 10.79it/s, v_num=9, loss/train=1.010, alignment/train=0.118, uniformity/train=-3.12, contrastive_acc/train=0.918]
Epoch 0: 96%|█████████▌| 449/469 [00:41<00:01, 10.79it/s, v_num=9, loss/train=1.010, alignment/train=0.118, uniformity/train=-3.12, contrastive_acc/train=0.918]
Epoch 0: 96%|█████████▌| 449/469 [00:41<00:01, 10.79it/s, v_num=9, loss/train=0.934, alignment/train=0.125, uniformity/train=-3.15, contrastive_acc/train=0.934]
Epoch 0: 96%|█████████▌| 450/469 [00:41<00:01, 10.80it/s, v_num=9, loss/train=0.934, alignment/train=0.125, uniformity/train=-3.15, contrastive_acc/train=0.934]
Epoch 0: 96%|█████████▌| 450/469 [00:41<00:01, 10.80it/s, v_num=9, loss/train=1.000, alignment/train=0.112, uniformity/train=-3.07, contrastive_acc/train=0.934]
Epoch 0: 96%|█████████▌| 451/469 [00:41<00:01, 10.81it/s, v_num=9, loss/train=1.000, alignment/train=0.112, uniformity/train=-3.07, contrastive_acc/train=0.934]
Epoch 0: 96%|█████████▌| 451/469 [00:41<00:01, 10.81it/s, v_num=9, loss/train=1.010, alignment/train=0.118, uniformity/train=-3.08, contrastive_acc/train=0.918]
Epoch 0: 96%|█████████▋| 452/469 [00:41<00:01, 10.82it/s, v_num=9, loss/train=1.010, alignment/train=0.118, uniformity/train=-3.08, contrastive_acc/train=0.918]
Epoch 0: 96%|█████████▋| 452/469 [00:41<00:01, 10.82it/s, v_num=9, loss/train=0.915, alignment/train=0.124, uniformity/train=-3.09, contrastive_acc/train=0.938]
Epoch 0: 97%|█████████▋| 453/469 [00:41<00:01, 10.84it/s, v_num=9, loss/train=0.915, alignment/train=0.124, uniformity/train=-3.09, contrastive_acc/train=0.938]
Epoch 0: 97%|█████████▋| 453/469 [00:41<00:01, 10.84it/s, v_num=9, loss/train=0.917, alignment/train=0.104, uniformity/train=-3.11, contrastive_acc/train=0.926]
Epoch 0: 97%|█████████▋| 454/469 [00:41<00:01, 10.85it/s, v_num=9, loss/train=0.917, alignment/train=0.104, uniformity/train=-3.11, contrastive_acc/train=0.926]
Epoch 0: 97%|█████████▋| 454/469 [00:41<00:01, 10.85it/s, v_num=9, loss/train=0.976, alignment/train=0.120, uniformity/train=-3.13, contrastive_acc/train=0.910]
Epoch 0: 97%|█████████▋| 455/469 [00:41<00:01, 10.86it/s, v_num=9, loss/train=0.976, alignment/train=0.120, uniformity/train=-3.13, contrastive_acc/train=0.910]
Epoch 0: 97%|█████████▋| 455/469 [00:41<00:01, 10.86it/s, v_num=9, loss/train=1.020, alignment/train=0.129, uniformity/train=-3.12, contrastive_acc/train=0.891]
Epoch 0: 97%|█████████▋| 456/469 [00:41<00:01, 10.88it/s, v_num=9, loss/train=1.020, alignment/train=0.129, uniformity/train=-3.12, contrastive_acc/train=0.891]
Epoch 0: 97%|█████████▋| 456/469 [00:41<00:01, 10.88it/s, v_num=9, loss/train=1.100, alignment/train=0.117, uniformity/train=-3.05, contrastive_acc/train=0.910]
Epoch 0: 97%|█████████▋| 457/469 [00:41<00:01, 10.89it/s, v_num=9, loss/train=1.100, alignment/train=0.117, uniformity/train=-3.05, contrastive_acc/train=0.910]
Epoch 0: 97%|█████████▋| 457/469 [00:41<00:01, 10.89it/s, v_num=9, loss/train=0.991, alignment/train=0.131, uniformity/train=-3.12, contrastive_acc/train=0.918]
Epoch 0: 98%|█████████▊| 458/469 [00:41<00:01, 10.91it/s, v_num=9, loss/train=0.991, alignment/train=0.131, uniformity/train=-3.12, contrastive_acc/train=0.918]
Epoch 0: 98%|█████████▊| 458/469 [00:41<00:01, 10.91it/s, v_num=9, loss/train=0.824, alignment/train=0.103, uniformity/train=-3.17, contrastive_acc/train=0.930]
Epoch 0: 98%|█████████▊| 459/469 [00:42<00:00, 10.92it/s, v_num=9, loss/train=0.824, alignment/train=0.103, uniformity/train=-3.17, contrastive_acc/train=0.930]
Epoch 0: 98%|█████████▊| 459/469 [00:42<00:00, 10.92it/s, v_num=9, loss/train=0.832, alignment/train=0.105, uniformity/train=-3.17, contrastive_acc/train=0.965]
Epoch 0: 98%|█████████▊| 460/469 [00:42<00:00, 10.93it/s, v_num=9, loss/train=0.832, alignment/train=0.105, uniformity/train=-3.17, contrastive_acc/train=0.965]
Epoch 0: 98%|█████████▊| 460/469 [00:42<00:00, 10.93it/s, v_num=9, loss/train=0.999, alignment/train=0.129, uniformity/train=-3.04, contrastive_acc/train=0.918]
Epoch 0: 98%|█████████▊| 461/469 [00:42<00:00, 10.95it/s, v_num=9, loss/train=0.999, alignment/train=0.129, uniformity/train=-3.04, contrastive_acc/train=0.918]
Epoch 0: 98%|█████████▊| 461/469 [00:42<00:00, 10.95it/s, v_num=9, loss/train=0.891, alignment/train=0.107, uniformity/train=-3.13, contrastive_acc/train=0.949]
Epoch 0: 99%|█████████▊| 462/469 [00:42<00:00, 10.96it/s, v_num=9, loss/train=0.891, alignment/train=0.107, uniformity/train=-3.13, contrastive_acc/train=0.949]
Epoch 0: 99%|█████████▊| 462/469 [00:42<00:00, 10.96it/s, v_num=9, loss/train=0.957, alignment/train=0.110, uniformity/train=-3.09, contrastive_acc/train=0.934]
Epoch 0: 99%|█████████▊| 463/469 [00:42<00:00, 10.98it/s, v_num=9, loss/train=0.957, alignment/train=0.110, uniformity/train=-3.09, contrastive_acc/train=0.934]
Epoch 0: 99%|█████████▊| 463/469 [00:42<00:00, 10.98it/s, v_num=9, loss/train=1.040, alignment/train=0.133, uniformity/train=-3.08, contrastive_acc/train=0.910]
Epoch 0: 99%|█████████▉| 464/469 [00:42<00:00, 10.99it/s, v_num=9, loss/train=1.040, alignment/train=0.133, uniformity/train=-3.08, contrastive_acc/train=0.910]
Epoch 0: 99%|█████████▉| 464/469 [00:42<00:00, 10.99it/s, v_num=9, loss/train=0.886, alignment/train=0.120, uniformity/train=-3.16, contrastive_acc/train=0.938]
Epoch 0: 99%|█████████▉| 465/469 [00:42<00:00, 11.00it/s, v_num=9, loss/train=0.886, alignment/train=0.120, uniformity/train=-3.16, contrastive_acc/train=0.938]
Epoch 0: 99%|█████████▉| 465/469 [00:42<00:00, 11.00it/s, v_num=9, loss/train=1.060, alignment/train=0.135, uniformity/train=-3.07, contrastive_acc/train=0.926]
Epoch 0: 99%|█████████▉| 466/469 [00:42<00:00, 11.02it/s, v_num=9, loss/train=1.060, alignment/train=0.135, uniformity/train=-3.07, contrastive_acc/train=0.926]
Epoch 0: 99%|█████████▉| 466/469 [00:42<00:00, 11.02it/s, v_num=9, loss/train=0.907, alignment/train=0.106, uniformity/train=-3.11, contrastive_acc/train=0.930]
Epoch 0: 100%|█████████▉| 467/469 [00:42<00:00, 11.03it/s, v_num=9, loss/train=0.907, alignment/train=0.106, uniformity/train=-3.11, contrastive_acc/train=0.930]
Epoch 0: 100%|█████████▉| 467/469 [00:42<00:00, 11.03it/s, v_num=9, loss/train=0.859, alignment/train=0.118, uniformity/train=-3.18, contrastive_acc/train=0.949]
Epoch 0: 100%|█████████▉| 468/469 [00:42<00:00, 11.04it/s, v_num=9, loss/train=0.859, alignment/train=0.118, uniformity/train=-3.18, contrastive_acc/train=0.949]
Epoch 0: 100%|█████████▉| 468/469 [00:42<00:00, 11.04it/s, v_num=9, loss/train=0.871, alignment/train=0.115, uniformity/train=-3.15, contrastive_acc/train=0.965]
Epoch 0: 100%|██████████| 469/469 [00:42<00:00, 11.05it/s, v_num=9, loss/train=0.871, alignment/train=0.115, uniformity/train=-3.15, contrastive_acc/train=0.965]
Epoch 0: 100%|██████████| 469/469 [00:42<00:00, 11.05it/s, v_num=9, loss/train=0.796, alignment/train=0.128, uniformity/train=-3.14, contrastive_acc/train=0.917]
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Epoch 0: 100%|██████████| 469/469 [00:48<00:00, 9.70it/s, v_num=9, loss/train=0.796, alignment/train=0.128, uniformity/train=-3.14, contrastive_acc/train=0.917, loss/val=1.300]
Epoch 0: 100%|██████████| 469/469 [00:48<00:00, 9.70it/s, v_num=9, loss/train=0.796, alignment/train=0.128, uniformity/train=-3.14, contrastive_acc/train=0.917, loss/val=1.300]
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Epoch 1: 0%| | 2/469 [00:01<06:53, 1.13it/s, v_num=9, loss/train=0.960, alignment/train=0.136, uniformity/train=-3.13, contrastive_acc/train=0.926, loss/val=1.300]
Epoch 1: 0%| | 2/469 [00:01<06:53, 1.13it/s, v_num=9, loss/train=0.971, alignment/train=0.132, uniformity/train=-3.15, contrastive_acc/train=0.922, loss/val=1.300]
Epoch 1: 1%| | 3/469 [00:01<04:47, 1.62it/s, v_num=9, loss/train=0.971, alignment/train=0.132, uniformity/train=-3.15, contrastive_acc/train=0.922, loss/val=1.300]
Epoch 1: 1%| | 3/469 [00:01<04:47, 1.62it/s, v_num=9, loss/train=0.923, alignment/train=0.126, uniformity/train=-3.16, contrastive_acc/train=0.934, loss/val=1.300]
Epoch 1: 1%| | 4/469 [00:01<03:44, 2.07it/s, v_num=9, loss/train=0.923, alignment/train=0.126, uniformity/train=-3.16, contrastive_acc/train=0.934, loss/val=1.300]
Epoch 1: 1%| | 4/469 [00:01<03:44, 2.07it/s, v_num=9, loss/train=0.887, alignment/train=0.108, uniformity/train=-3.12, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1: 1%| | 5/469 [00:02<03:07, 2.47it/s, v_num=9, loss/train=0.887, alignment/train=0.108, uniformity/train=-3.12, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1: 1%| | 5/469 [00:02<03:07, 2.47it/s, v_num=9, loss/train=0.935, alignment/train=0.133, uniformity/train=-3.13, contrastive_acc/train=0.934, loss/val=1.300]
Epoch 1: 1%|▏ | 6/469 [00:02<02:43, 2.83it/s, v_num=9, loss/train=0.935, alignment/train=0.133, uniformity/train=-3.13, contrastive_acc/train=0.934, loss/val=1.300]
Epoch 1: 1%|▏ | 6/469 [00:02<02:43, 2.83it/s, v_num=9, loss/train=0.875, alignment/train=0.119, uniformity/train=-3.15, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1: 1%|▏ | 7/469 [00:02<02:23, 3.22it/s, v_num=9, loss/train=0.875, alignment/train=0.119, uniformity/train=-3.15, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1: 1%|▏ | 7/469 [00:02<02:23, 3.21it/s, v_num=9, loss/train=0.983, alignment/train=0.122, uniformity/train=-3.08, contrastive_acc/train=0.922, loss/val=1.300]
Epoch 1: 2%|▏ | 8/469 [00:02<02:11, 3.50it/s, v_num=9, loss/train=0.983, alignment/train=0.122, uniformity/train=-3.08, contrastive_acc/train=0.922, loss/val=1.300]
Epoch 1: 2%|▏ | 8/469 [00:02<02:11, 3.50it/s, v_num=9, loss/train=0.914, alignment/train=0.121, uniformity/train=-3.12, contrastive_acc/train=0.918, loss/val=1.300]
Epoch 1: 2%|▏ | 9/469 [00:02<02:03, 3.72it/s, v_num=9, loss/train=0.914, alignment/train=0.121, uniformity/train=-3.12, contrastive_acc/train=0.918, loss/val=1.300]
Epoch 1: 2%|▏ | 9/469 [00:02<02:03, 3.72it/s, v_num=9, loss/train=0.923, alignment/train=0.115, uniformity/train=-3.14, contrastive_acc/train=0.926, loss/val=1.300]
Epoch 1: 2%|▏ | 10/469 [00:02<01:54, 4.01it/s, v_num=9, loss/train=0.923, alignment/train=0.115, uniformity/train=-3.14, contrastive_acc/train=0.926, loss/val=1.300]
Epoch 1: 2%|▏ | 10/469 [00:02<01:54, 4.00it/s, v_num=9, loss/train=0.971, alignment/train=0.125, uniformity/train=-3.07, contrastive_acc/train=0.930, loss/val=1.300]
Epoch 1: 2%|▏ | 11/469 [00:02<01:46, 4.30it/s, v_num=9, loss/train=0.971, alignment/train=0.125, uniformity/train=-3.07, contrastive_acc/train=0.930, loss/val=1.300]
Epoch 1: 2%|▏ | 11/469 [00:02<01:46, 4.30it/s, v_num=9, loss/train=0.948, alignment/train=0.115, uniformity/train=-3.06, contrastive_acc/train=0.949, loss/val=1.300]
Epoch 1: 3%|▎ | 12/469 [00:02<01:42, 4.44it/s, v_num=9, loss/train=0.948, alignment/train=0.115, uniformity/train=-3.06, contrastive_acc/train=0.949, loss/val=1.300]
Epoch 1: 3%|▎ | 12/469 [00:02<01:42, 4.44it/s, v_num=9, loss/train=0.955, alignment/train=0.113, uniformity/train=-3.12, contrastive_acc/train=0.934, loss/val=1.300]
Epoch 1: 3%|▎ | 13/469 [00:02<01:36, 4.71it/s, v_num=9, loss/train=0.955, alignment/train=0.113, uniformity/train=-3.12, contrastive_acc/train=0.934, loss/val=1.300]
Epoch 1: 3%|▎ | 13/469 [00:02<01:36, 4.71it/s, v_num=9, loss/train=1.030, alignment/train=0.134, uniformity/train=-3.07, contrastive_acc/train=0.914, loss/val=1.300]
Epoch 1: 3%|▎ | 14/469 [00:02<01:32, 4.90it/s, v_num=9, loss/train=1.030, alignment/train=0.134, uniformity/train=-3.07, contrastive_acc/train=0.914, loss/val=1.300]
Epoch 1: 3%|▎ | 14/469 [00:02<01:32, 4.90it/s, v_num=9, loss/train=1.050, alignment/train=0.117, uniformity/train=-3.00, contrastive_acc/train=0.906, loss/val=1.300]
Epoch 1: 3%|▎ | 15/469 [00:02<01:29, 5.07it/s, v_num=9, loss/train=1.050, alignment/train=0.117, uniformity/train=-3.00, contrastive_acc/train=0.906, loss/val=1.300]
Epoch 1: 3%|▎ | 15/469 [00:02<01:29, 5.07it/s, v_num=9, loss/train=0.933, alignment/train=0.123, uniformity/train=-3.10, contrastive_acc/train=0.941, loss/val=1.300]
Epoch 1: 3%|▎ | 16/469 [00:03<01:25, 5.31it/s, v_num=9, loss/train=0.933, alignment/train=0.123, uniformity/train=-3.10, contrastive_acc/train=0.941, loss/val=1.300]
Epoch 1: 3%|▎ | 16/469 [00:03<01:25, 5.31it/s, v_num=9, loss/train=0.988, alignment/train=0.114, uniformity/train=-3.08, contrastive_acc/train=0.938, loss/val=1.300]
Epoch 1: 4%|▎ | 17/469 [00:03<01:21, 5.53it/s, v_num=9, loss/train=0.988, alignment/train=0.114, uniformity/train=-3.08, contrastive_acc/train=0.938, loss/val=1.300]
Epoch 1: 4%|▎ | 17/469 [00:03<01:21, 5.53it/s, v_num=9, loss/train=1.010, alignment/train=0.113, uniformity/train=-2.99, contrastive_acc/train=0.945, loss/val=1.300]
Epoch 1: 4%|▍ | 18/469 [00:03<01:19, 5.64it/s, v_num=9, loss/train=1.010, alignment/train=0.113, uniformity/train=-2.99, contrastive_acc/train=0.945, loss/val=1.300]
Epoch 1: 4%|▍ | 18/469 [00:03<01:20, 5.64it/s, v_num=9, loss/train=0.985, alignment/train=0.127, uniformity/train=-3.08, contrastive_acc/train=0.934, loss/val=1.300]
Epoch 1: 4%|▍ | 19/469 [00:03<01:18, 5.73it/s, v_num=9, loss/train=0.985, alignment/train=0.127, uniformity/train=-3.08, contrastive_acc/train=0.934, loss/val=1.300]
Epoch 1: 4%|▍ | 19/469 [00:03<01:18, 5.73it/s, v_num=9, loss/train=0.953, alignment/train=0.121, uniformity/train=-3.13, contrastive_acc/train=0.914, loss/val=1.300]
Epoch 1: 4%|▍ | 20/469 [00:03<01:16, 5.88it/s, v_num=9, loss/train=0.953, alignment/train=0.121, uniformity/train=-3.13, contrastive_acc/train=0.914, loss/val=1.300]
Epoch 1: 4%|▍ | 20/469 [00:03<01:16, 5.88it/s, v_num=9, loss/train=0.884, alignment/train=0.115, uniformity/train=-3.10, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1: 4%|▍ | 21/469 [00:03<01:13, 6.06it/s, v_num=9, loss/train=0.884, alignment/train=0.115, uniformity/train=-3.10, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1: 4%|▍ | 21/469 [00:03<01:13, 6.06it/s, v_num=9, loss/train=0.945, alignment/train=0.118, uniformity/train=-3.07, contrastive_acc/train=0.941, loss/val=1.300]
Epoch 1: 5%|▍ | 22/469 [00:03<01:12, 6.18it/s, v_num=9, loss/train=0.945, alignment/train=0.118, uniformity/train=-3.07, contrastive_acc/train=0.941, loss/val=1.300]
Epoch 1: 5%|▍ | 22/469 [00:03<01:12, 6.18it/s, v_num=9, loss/train=0.996, alignment/train=0.0994, uniformity/train=-3.07, contrastive_acc/train=0.910, loss/val=1.300]
Epoch 1: 5%|▍ | 23/469 [00:03<01:10, 6.32it/s, v_num=9, loss/train=0.996, alignment/train=0.0994, uniformity/train=-3.07, contrastive_acc/train=0.910, loss/val=1.300]
Epoch 1: 5%|▍ | 23/469 [00:03<01:10, 6.31it/s, v_num=9, loss/train=0.868, alignment/train=0.127, uniformity/train=-3.20, contrastive_acc/train=0.930, loss/val=1.300]
Epoch 1: 5%|▌ | 24/469 [00:03<01:09, 6.44it/s, v_num=9, loss/train=0.868, alignment/train=0.127, uniformity/train=-3.20, contrastive_acc/train=0.930, loss/val=1.300]
Epoch 1: 5%|▌ | 24/469 [00:03<01:09, 6.44it/s, v_num=9, loss/train=0.901, alignment/train=0.127, uniformity/train=-3.15, contrastive_acc/train=0.930, loss/val=1.300]
Epoch 1: 5%|▌ | 25/469 [00:03<01:08, 6.50it/s, v_num=9, loss/train=0.901, alignment/train=0.127, uniformity/train=-3.15, contrastive_acc/train=0.930, loss/val=1.300]
Epoch 1: 5%|▌ | 25/469 [00:03<01:08, 6.50it/s, v_num=9, loss/train=0.909, alignment/train=0.113, uniformity/train=-3.13, contrastive_acc/train=0.941, loss/val=1.300]
Epoch 1: 6%|▌ | 26/469 [00:03<01:07, 6.57it/s, v_num=9, loss/train=0.909, alignment/train=0.113, uniformity/train=-3.13, contrastive_acc/train=0.941, loss/val=1.300]
Epoch 1: 6%|▌ | 26/469 [00:03<01:07, 6.57it/s, v_num=9, loss/train=0.962, alignment/train=0.138, uniformity/train=-3.11, contrastive_acc/train=0.926, loss/val=1.300]
Epoch 1: 6%|▌ | 27/469 [00:04<01:05, 6.73it/s, v_num=9, loss/train=0.962, alignment/train=0.138, uniformity/train=-3.11, contrastive_acc/train=0.926, loss/val=1.300]
Epoch 1: 6%|▌ | 27/469 [00:04<01:05, 6.73it/s, v_num=9, loss/train=0.761, alignment/train=0.113, uniformity/train=-3.20, contrastive_acc/train=0.953, loss/val=1.300]
Epoch 1: 6%|▌ | 28/469 [00:04<01:04, 6.88it/s, v_num=9, loss/train=0.761, alignment/train=0.113, uniformity/train=-3.20, contrastive_acc/train=0.953, loss/val=1.300]
Epoch 1: 6%|▌ | 28/469 [00:04<01:04, 6.87it/s, v_num=9, loss/train=0.907, alignment/train=0.114, uniformity/train=-3.15, contrastive_acc/train=0.914, loss/val=1.300]
Epoch 1: 6%|▌ | 29/469 [00:04<01:03, 6.92it/s, v_num=9, loss/train=0.907, alignment/train=0.114, uniformity/train=-3.15, contrastive_acc/train=0.914, loss/val=1.300]
Epoch 1: 6%|▌ | 29/469 [00:04<01:03, 6.92it/s, v_num=9, loss/train=0.852, alignment/train=0.122, uniformity/train=-3.16, contrastive_acc/train=0.945, loss/val=1.300]
Epoch 1: 6%|▋ | 30/469 [00:04<01:02, 7.00it/s, v_num=9, loss/train=0.852, alignment/train=0.122, uniformity/train=-3.16, contrastive_acc/train=0.945, loss/val=1.300]
Epoch 1: 6%|▋ | 30/469 [00:04<01:02, 7.00it/s, v_num=9, loss/train=1.010, alignment/train=0.123, uniformity/train=-3.07, contrastive_acc/train=0.938, loss/val=1.300]
Epoch 1: 7%|▋ | 31/469 [00:04<01:01, 7.14it/s, v_num=9, loss/train=1.010, alignment/train=0.123, uniformity/train=-3.07, contrastive_acc/train=0.938, loss/val=1.300]
Epoch 1: 7%|▋ | 31/469 [00:04<01:01, 7.14it/s, v_num=9, loss/train=0.848, alignment/train=0.115, uniformity/train=-3.15, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1: 7%|▋ | 32/469 [00:04<01:00, 7.19it/s, v_num=9, loss/train=0.848, alignment/train=0.115, uniformity/train=-3.15, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1: 7%|▋ | 32/469 [00:04<01:00, 7.19it/s, v_num=9, loss/train=0.887, alignment/train=0.105, uniformity/train=-3.12, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1: 7%|▋ | 33/469 [00:04<01:00, 7.19it/s, v_num=9, loss/train=0.887, alignment/train=0.105, uniformity/train=-3.12, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1: 7%|▋ | 33/469 [00:04<01:00, 7.18it/s, v_num=9, loss/train=0.783, alignment/train=0.104, uniformity/train=-3.17, contrastive_acc/train=0.977, loss/val=1.300]
Epoch 1: 7%|▋ | 34/469 [00:04<00:59, 7.30it/s, v_num=9, loss/train=0.783, alignment/train=0.104, uniformity/train=-3.17, contrastive_acc/train=0.977, loss/val=1.300]
Epoch 1: 7%|▋ | 34/469 [00:04<00:59, 7.30it/s, v_num=9, loss/train=0.842, alignment/train=0.124, uniformity/train=-3.19, contrastive_acc/train=0.926, loss/val=1.300]
Epoch 1: 7%|▋ | 35/469 [00:04<00:58, 7.41it/s, v_num=9, loss/train=0.842, alignment/train=0.124, uniformity/train=-3.19, contrastive_acc/train=0.926, loss/val=1.300]
Epoch 1: 7%|▋ | 35/469 [00:04<00:58, 7.41it/s, v_num=9, loss/train=0.864, alignment/train=0.123, uniformity/train=-3.15, contrastive_acc/train=0.922, loss/val=1.300]
Epoch 1: 8%|▊ | 36/469 [00:04<00:57, 7.53it/s, v_num=9, loss/train=0.864, alignment/train=0.123, uniformity/train=-3.15, contrastive_acc/train=0.922, loss/val=1.300]
Epoch 1: 8%|▊ | 36/469 [00:04<00:57, 7.53it/s, v_num=9, loss/train=0.889, alignment/train=0.111, uniformity/train=-3.16, contrastive_acc/train=0.949, loss/val=1.300]
Epoch 1: 8%|▊ | 37/469 [00:04<00:57, 7.58it/s, v_num=9, loss/train=0.889, alignment/train=0.111, uniformity/train=-3.16, contrastive_acc/train=0.949, loss/val=1.300]
Epoch 1: 8%|▊ | 37/469 [00:04<00:57, 7.58it/s, v_num=9, loss/train=0.851, alignment/train=0.121, uniformity/train=-3.16, contrastive_acc/train=0.953, loss/val=1.300]
Epoch 1: 8%|▊ | 38/469 [00:05<00:57, 7.51it/s, v_num=9, loss/train=0.851, alignment/train=0.121, uniformity/train=-3.16, contrastive_acc/train=0.953, loss/val=1.300]
Epoch 1: 8%|▊ | 38/469 [00:05<00:57, 7.51it/s, v_num=9, loss/train=0.846, alignment/train=0.117, uniformity/train=-3.15, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1: 8%|▊ | 39/469 [00:05<00:56, 7.62it/s, v_num=9, loss/train=0.846, alignment/train=0.117, uniformity/train=-3.15, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1: 8%|▊ | 39/469 [00:05<00:56, 7.62it/s, v_num=9, loss/train=0.822, alignment/train=0.116, uniformity/train=-3.22, contrastive_acc/train=0.934, loss/val=1.300]
Epoch 1: 9%|▊ | 40/469 [00:05<00:55, 7.73it/s, v_num=9, loss/train=0.822, alignment/train=0.116, uniformity/train=-3.22, contrastive_acc/train=0.934, loss/val=1.300]
Epoch 1: 9%|▊ | 40/469 [00:05<00:55, 7.73it/s, v_num=9, loss/train=0.923, alignment/train=0.133, uniformity/train=-3.15, contrastive_acc/train=0.945, loss/val=1.300]
Epoch 1: 9%|▊ | 41/469 [00:05<00:54, 7.83it/s, v_num=9, loss/train=0.923, alignment/train=0.133, uniformity/train=-3.15, contrastive_acc/train=0.945, loss/val=1.300]
Epoch 1: 9%|▊ | 41/469 [00:05<00:54, 7.83it/s, v_num=9, loss/train=0.810, alignment/train=0.131, uniformity/train=-3.20, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1: 9%|▉ | 42/469 [00:05<00:53, 7.93it/s, v_num=9, loss/train=0.810, alignment/train=0.131, uniformity/train=-3.20, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1: 9%|▉ | 42/469 [00:05<00:53, 7.93it/s, v_num=9, loss/train=0.921, alignment/train=0.125, uniformity/train=-3.13, contrastive_acc/train=0.934, loss/val=1.300]
Epoch 1: 9%|▉ | 43/469 [00:05<00:54, 7.85it/s, v_num=9, loss/train=0.921, alignment/train=0.125, uniformity/train=-3.13, contrastive_acc/train=0.934, loss/val=1.300]
Epoch 1: 9%|▉ | 43/469 [00:05<00:54, 7.85it/s, v_num=9, loss/train=0.859, alignment/train=0.138, uniformity/train=-3.18, contrastive_acc/train=0.938, loss/val=1.300]
Epoch 1: 9%|▉ | 44/469 [00:05<00:53, 7.93it/s, v_num=9, loss/train=0.859, alignment/train=0.138, uniformity/train=-3.18, contrastive_acc/train=0.938, loss/val=1.300]
Epoch 1: 9%|▉ | 44/469 [00:05<00:53, 7.93it/s, v_num=9, loss/train=0.775, alignment/train=0.115, uniformity/train=-3.22, contrastive_acc/train=0.953, loss/val=1.300]
Epoch 1: 10%|▉ | 45/469 [00:05<00:53, 7.95it/s, v_num=9, loss/train=0.775, alignment/train=0.115, uniformity/train=-3.22, contrastive_acc/train=0.953, loss/val=1.300]
Epoch 1: 10%|▉ | 45/469 [00:05<00:53, 7.95it/s, v_num=9, loss/train=0.845, alignment/train=0.115, uniformity/train=-3.19, contrastive_acc/train=0.938, loss/val=1.300]
Epoch 1: 10%|▉ | 46/469 [00:05<00:53, 7.95it/s, v_num=9, loss/train=0.845, alignment/train=0.115, uniformity/train=-3.19, contrastive_acc/train=0.938, loss/val=1.300]
Epoch 1: 10%|▉ | 46/469 [00:05<00:53, 7.95it/s, v_num=9, loss/train=0.963, alignment/train=0.130, uniformity/train=-3.13, contrastive_acc/train=0.906, loss/val=1.300]
Epoch 1: 10%|█ | 47/469 [00:05<00:52, 8.02it/s, v_num=9, loss/train=0.963, alignment/train=0.130, uniformity/train=-3.13, contrastive_acc/train=0.906, loss/val=1.300]
Epoch 1: 10%|█ | 47/469 [00:05<00:52, 8.02it/s, v_num=9, loss/train=0.863, alignment/train=0.137, uniformity/train=-3.21, contrastive_acc/train=0.910, loss/val=1.300]
Epoch 1: 10%|█ | 48/469 [00:05<00:51, 8.10it/s, v_num=9, loss/train=0.863, alignment/train=0.137, uniformity/train=-3.21, contrastive_acc/train=0.910, loss/val=1.300]
Epoch 1: 10%|█ | 48/469 [00:05<00:51, 8.10it/s, v_num=9, loss/train=0.946, alignment/train=0.139, uniformity/train=-3.18, contrastive_acc/train=0.914, loss/val=1.300]
Epoch 1: 10%|█ | 49/469 [00:05<00:51, 8.18it/s, v_num=9, loss/train=0.946, alignment/train=0.139, uniformity/train=-3.18, contrastive_acc/train=0.914, loss/val=1.300]
Epoch 1: 10%|█ | 49/469 [00:05<00:51, 8.18it/s, v_num=9, loss/train=0.769, alignment/train=0.121, uniformity/train=-3.21, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1: 11%|█ | 50/469 [00:06<00:50, 8.25it/s, v_num=9, loss/train=0.769, alignment/train=0.121, uniformity/train=-3.21, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1: 11%|█ | 50/469 [00:06<00:50, 8.25it/s, v_num=9, loss/train=0.895, alignment/train=0.106, uniformity/train=-3.10, contrastive_acc/train=0.930, loss/val=1.300]
Epoch 1: 11%|█ | 51/469 [00:06<00:50, 8.25it/s, v_num=9, loss/train=0.895, alignment/train=0.106, uniformity/train=-3.10, contrastive_acc/train=0.930, loss/val=1.300]
Epoch 1: 11%|█ | 51/469 [00:06<00:50, 8.25it/s, v_num=9, loss/train=0.860, alignment/train=0.119, uniformity/train=-3.14, contrastive_acc/train=0.926, loss/val=1.300]
Epoch 1: 11%|█ | 52/469 [00:06<00:50, 8.24it/s, v_num=9, loss/train=0.860, alignment/train=0.119, uniformity/train=-3.14, contrastive_acc/train=0.926, loss/val=1.300]
Epoch 1: 11%|█ | 52/469 [00:06<00:50, 8.24it/s, v_num=9, loss/train=0.755, alignment/train=0.106, uniformity/train=-3.21, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1: 11%|█▏ | 53/469 [00:06<00:50, 8.30it/s, v_num=9, loss/train=0.755, alignment/train=0.106, uniformity/train=-3.21, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1: 11%|█▏ | 53/469 [00:06<00:50, 8.30it/s, v_num=9, loss/train=0.856, alignment/train=0.140, uniformity/train=-3.21, contrastive_acc/train=0.934, loss/val=1.300]
Epoch 1: 12%|█▏ | 54/469 [00:06<00:49, 8.35it/s, v_num=9, loss/train=0.856, alignment/train=0.140, uniformity/train=-3.21, contrastive_acc/train=0.934, loss/val=1.300]
Epoch 1: 12%|█▏ | 54/469 [00:06<00:49, 8.35it/s, v_num=9, loss/train=0.893, alignment/train=0.131, uniformity/train=-3.16, contrastive_acc/train=0.938, loss/val=1.300]
Epoch 1: 12%|█▏ | 55/469 [00:06<00:49, 8.43it/s, v_num=9, loss/train=0.893, alignment/train=0.131, uniformity/train=-3.16, contrastive_acc/train=0.938, loss/val=1.300]
Epoch 1: 12%|█▏ | 55/469 [00:06<00:49, 8.43it/s, v_num=9, loss/train=0.871, alignment/train=0.116, uniformity/train=-3.19, contrastive_acc/train=0.922, loss/val=1.300]
Epoch 1: 12%|█▏ | 56/469 [00:06<00:48, 8.44it/s, v_num=9, loss/train=0.871, alignment/train=0.116, uniformity/train=-3.19, contrastive_acc/train=0.922, loss/val=1.300]
Epoch 1: 12%|█▏ | 56/469 [00:06<00:48, 8.44it/s, v_num=9, loss/train=0.819, alignment/train=0.105, uniformity/train=-3.18, contrastive_acc/train=0.961, loss/val=1.300]
Epoch 1: 12%|█▏ | 57/469 [00:06<00:48, 8.49it/s, v_num=9, loss/train=0.819, alignment/train=0.105, uniformity/train=-3.18, contrastive_acc/train=0.961, loss/val=1.300]
Epoch 1: 12%|█▏ | 57/469 [00:06<00:48, 8.49it/s, v_num=9, loss/train=0.853, alignment/train=0.130, uniformity/train=-3.20, contrastive_acc/train=0.934, loss/val=1.300]
Epoch 1: 12%|█▏ | 58/469 [00:06<00:48, 8.49it/s, v_num=9, loss/train=0.853, alignment/train=0.130, uniformity/train=-3.20, contrastive_acc/train=0.934, loss/val=1.300]
Epoch 1: 12%|█▏ | 58/469 [00:06<00:48, 8.49it/s, v_num=9, loss/train=0.833, alignment/train=0.130, uniformity/train=-3.19, contrastive_acc/train=0.938, loss/val=1.300]
Epoch 1: 13%|█▎ | 59/469 [00:06<00:48, 8.52it/s, v_num=9, loss/train=0.833, alignment/train=0.130, uniformity/train=-3.19, contrastive_acc/train=0.938, loss/val=1.300]
Epoch 1: 13%|█▎ | 59/469 [00:06<00:48, 8.52it/s, v_num=9, loss/train=0.884, alignment/train=0.112, uniformity/train=-3.16, contrastive_acc/train=0.945, loss/val=1.300]
Epoch 1: 13%|█▎ | 60/469 [00:06<00:47, 8.59it/s, v_num=9, loss/train=0.884, alignment/train=0.112, uniformity/train=-3.16, contrastive_acc/train=0.945, loss/val=1.300]
Epoch 1: 13%|█▎ | 60/469 [00:06<00:47, 8.59it/s, v_num=9, loss/train=0.862, alignment/train=0.122, uniformity/train=-3.21, contrastive_acc/train=0.941, loss/val=1.300]
Epoch 1: 13%|█▎ | 61/469 [00:07<00:47, 8.60it/s, v_num=9, loss/train=0.862, alignment/train=0.122, uniformity/train=-3.21, contrastive_acc/train=0.941, loss/val=1.300]
Epoch 1: 13%|█▎ | 61/469 [00:07<00:47, 8.60it/s, v_num=9, loss/train=0.815, alignment/train=0.137, uniformity/train=-3.22, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1: 13%|█▎ | 62/469 [00:07<00:47, 8.61it/s, v_num=9, loss/train=0.815, alignment/train=0.137, uniformity/train=-3.22, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1: 13%|█▎ | 62/469 [00:07<00:47, 8.61it/s, v_num=9, loss/train=0.786, alignment/train=0.109, uniformity/train=-3.20, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1: 13%|█▎ | 63/469 [00:07<00:46, 8.65it/s, v_num=9, loss/train=0.786, alignment/train=0.109, uniformity/train=-3.20, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1: 13%|█▎ | 63/469 [00:07<00:46, 8.65it/s, v_num=9, loss/train=0.844, alignment/train=0.126, uniformity/train=-3.21, contrastive_acc/train=0.922, loss/val=1.300]
Epoch 1: 14%|█▎ | 64/469 [00:07<00:46, 8.66it/s, v_num=9, loss/train=0.844, alignment/train=0.126, uniformity/train=-3.21, contrastive_acc/train=0.922, loss/val=1.300]
Epoch 1: 14%|█▎ | 64/469 [00:07<00:46, 8.66it/s, v_num=9, loss/train=0.884, alignment/train=0.141, uniformity/train=-3.19, contrastive_acc/train=0.914, loss/val=1.300]
Epoch 1: 14%|█▍ | 65/469 [00:07<00:46, 8.68it/s, v_num=9, loss/train=0.884, alignment/train=0.141, uniformity/train=-3.19, contrastive_acc/train=0.914, loss/val=1.300]
Epoch 1: 14%|█▍ | 65/469 [00:07<00:46, 8.68it/s, v_num=9, loss/train=0.830, alignment/train=0.119, uniformity/train=-3.17, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1: 14%|█▍ | 66/469 [00:07<00:46, 8.74it/s, v_num=9, loss/train=0.830, alignment/train=0.119, uniformity/train=-3.17, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1: 14%|█▍ | 66/469 [00:07<00:46, 8.74it/s, v_num=9, loss/train=0.806, alignment/train=0.108, uniformity/train=-3.20, contrastive_acc/train=0.953, loss/val=1.300]
Epoch 1: 14%|█▍ | 67/469 [00:07<00:45, 8.80it/s, v_num=9, loss/train=0.806, alignment/train=0.108, uniformity/train=-3.20, contrastive_acc/train=0.953, loss/val=1.300]
Epoch 1: 14%|█▍ | 67/469 [00:07<00:45, 8.80it/s, v_num=9, loss/train=0.785, alignment/train=0.113, uniformity/train=-3.21, contrastive_acc/train=0.961, loss/val=1.300]
Epoch 1: 14%|█▍ | 68/469 [00:07<00:45, 8.75it/s, v_num=9, loss/train=0.785, alignment/train=0.113, uniformity/train=-3.21, contrastive_acc/train=0.961, loss/val=1.300]
Epoch 1: 14%|█▍ | 68/469 [00:07<00:45, 8.75it/s, v_num=9, loss/train=0.898, alignment/train=0.136, uniformity/train=-3.18, contrastive_acc/train=0.949, loss/val=1.300]
Epoch 1: 15%|█▍ | 69/469 [00:07<00:45, 8.80it/s, v_num=9, loss/train=0.898, alignment/train=0.136, uniformity/train=-3.18, contrastive_acc/train=0.949, loss/val=1.300]
Epoch 1: 15%|█▍ | 69/469 [00:07<00:45, 8.80it/s, v_num=9, loss/train=0.896, alignment/train=0.144, uniformity/train=-3.22, contrastive_acc/train=0.910, loss/val=1.300]
Epoch 1: 15%|█▍ | 70/469 [00:07<00:45, 8.86it/s, v_num=9, loss/train=0.896, alignment/train=0.144, uniformity/train=-3.22, contrastive_acc/train=0.910, loss/val=1.300]
Epoch 1: 15%|█▍ | 70/469 [00:07<00:45, 8.86it/s, v_num=9, loss/train=0.787, alignment/train=0.108, uniformity/train=-3.21, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1: 15%|█▌ | 71/469 [00:08<00:44, 8.87it/s, v_num=9, loss/train=0.787, alignment/train=0.108, uniformity/train=-3.21, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1: 15%|█▌ | 71/469 [00:08<00:44, 8.87it/s, v_num=9, loss/train=0.825, alignment/train=0.107, uniformity/train=-3.16, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1: 15%|█▌ | 72/469 [00:08<00:44, 8.90it/s, v_num=9, loss/train=0.825, alignment/train=0.107, uniformity/train=-3.16, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1: 15%|█▌ | 72/469 [00:08<00:44, 8.90it/s, v_num=9, loss/train=0.813, alignment/train=0.103, uniformity/train=-3.16, contrastive_acc/train=0.934, loss/val=1.300]
Epoch 1: 16%|█▌ | 73/469 [00:08<00:44, 8.92it/s, v_num=9, loss/train=0.813, alignment/train=0.103, uniformity/train=-3.16, contrastive_acc/train=0.934, loss/val=1.300]
Epoch 1: 16%|█▌ | 73/469 [00:08<00:44, 8.92it/s, v_num=9, loss/train=0.773, alignment/train=0.106, uniformity/train=-3.20, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1: 16%|█▌ | 74/469 [00:08<00:44, 8.92it/s, v_num=9, loss/train=0.773, alignment/train=0.106, uniformity/train=-3.20, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1: 16%|█▌ | 74/469 [00:08<00:44, 8.92it/s, v_num=9, loss/train=0.865, alignment/train=0.114, uniformity/train=-3.17, contrastive_acc/train=0.934, loss/val=1.300]
Epoch 1: 16%|█▌ | 75/469 [00:08<00:43, 8.96it/s, v_num=9, loss/train=0.865, alignment/train=0.114, uniformity/train=-3.17, contrastive_acc/train=0.934, loss/val=1.300]
Epoch 1: 16%|█▌ | 75/469 [00:08<00:43, 8.96it/s, v_num=9, loss/train=0.784, alignment/train=0.113, uniformity/train=-3.21, contrastive_acc/train=0.961, loss/val=1.300]
Epoch 1: 16%|█▌ | 76/469 [00:08<00:43, 9.02it/s, v_num=9, loss/train=0.784, alignment/train=0.113, uniformity/train=-3.21, contrastive_acc/train=0.961, loss/val=1.300]
Epoch 1: 16%|█▌ | 76/469 [00:08<00:43, 9.02it/s, v_num=9, loss/train=0.868, alignment/train=0.118, uniformity/train=-3.20, contrastive_acc/train=0.926, loss/val=1.300]
Epoch 1: 16%|█▋ | 77/469 [00:08<00:43, 9.03it/s, v_num=9, loss/train=0.868, alignment/train=0.118, uniformity/train=-3.20, contrastive_acc/train=0.926, loss/val=1.300]
Epoch 1: 16%|█▋ | 77/469 [00:08<00:43, 9.03it/s, v_num=9, loss/train=0.871, alignment/train=0.124, uniformity/train=-3.19, contrastive_acc/train=0.949, loss/val=1.300]
Epoch 1: 17%|█▋ | 78/469 [00:08<00:43, 9.00it/s, v_num=9, loss/train=0.871, alignment/train=0.124, uniformity/train=-3.19, contrastive_acc/train=0.949, loss/val=1.300]
Epoch 1: 17%|█▋ | 78/469 [00:08<00:43, 9.00it/s, v_num=9, loss/train=0.773, alignment/train=0.133, uniformity/train=-3.24, contrastive_acc/train=0.945, loss/val=1.300]
Epoch 1: 17%|█▋ | 79/469 [00:08<00:43, 9.02it/s, v_num=9, loss/train=0.773, alignment/train=0.133, uniformity/train=-3.24, contrastive_acc/train=0.945, loss/val=1.300]
Epoch 1: 17%|█▋ | 79/469 [00:08<00:43, 9.02it/s, v_num=9, loss/train=0.823, alignment/train=0.102, uniformity/train=-3.14, contrastive_acc/train=0.961, loss/val=1.300]
Epoch 1: 17%|█▋ | 80/469 [00:08<00:42, 9.08it/s, v_num=9, loss/train=0.823, alignment/train=0.102, uniformity/train=-3.14, contrastive_acc/train=0.961, loss/val=1.300]
Epoch 1: 17%|█▋ | 80/469 [00:08<00:42, 9.08it/s, v_num=9, loss/train=0.728, alignment/train=0.110, uniformity/train=-3.23, contrastive_acc/train=0.980, loss/val=1.300]
Epoch 1: 17%|█▋ | 81/469 [00:08<00:42, 9.08it/s, v_num=9, loss/train=0.728, alignment/train=0.110, uniformity/train=-3.23, contrastive_acc/train=0.980, loss/val=1.300]
Epoch 1: 17%|█▋ | 81/469 [00:08<00:42, 9.08it/s, v_num=9, loss/train=0.871, alignment/train=0.122, uniformity/train=-3.22, contrastive_acc/train=0.945, loss/val=1.300]
Epoch 1: 17%|█▋ | 82/469 [00:08<00:42, 9.13it/s, v_num=9, loss/train=0.871, alignment/train=0.122, uniformity/train=-3.22, contrastive_acc/train=0.945, loss/val=1.300]
Epoch 1: 17%|█▋ | 82/469 [00:08<00:42, 9.13it/s, v_num=9, loss/train=0.716, alignment/train=0.104, uniformity/train=-3.21, contrastive_acc/train=0.980, loss/val=1.300]
Epoch 1: 18%|█▊ | 83/469 [00:09<00:42, 9.18it/s, v_num=9, loss/train=0.716, alignment/train=0.104, uniformity/train=-3.21, contrastive_acc/train=0.980, loss/val=1.300]
Epoch 1: 18%|█▊ | 83/469 [00:09<00:42, 9.18it/s, v_num=9, loss/train=0.863, alignment/train=0.145, uniformity/train=-3.20, contrastive_acc/train=0.949, loss/val=1.300]
Epoch 1: 18%|█▊ | 84/469 [00:09<00:41, 9.19it/s, v_num=9, loss/train=0.863, alignment/train=0.145, uniformity/train=-3.20, contrastive_acc/train=0.949, loss/val=1.300]
Epoch 1: 18%|█▊ | 84/469 [00:09<00:41, 9.19it/s, v_num=9, loss/train=0.872, alignment/train=0.131, uniformity/train=-3.21, contrastive_acc/train=0.934, loss/val=1.300]
Epoch 1: 18%|█▊ | 85/469 [00:09<00:42, 9.14it/s, v_num=9, loss/train=0.872, alignment/train=0.131, uniformity/train=-3.21, contrastive_acc/train=0.934, loss/val=1.300]
Epoch 1: 18%|█▊ | 85/469 [00:09<00:42, 9.14it/s, v_num=9, loss/train=0.911, alignment/train=0.140, uniformity/train=-3.19, contrastive_acc/train=0.914, loss/val=1.300]
Epoch 1: 18%|█▊ | 86/469 [00:09<00:41, 9.17it/s, v_num=9, loss/train=0.911, alignment/train=0.140, uniformity/train=-3.19, contrastive_acc/train=0.914, loss/val=1.300]
Epoch 1: 18%|█▊ | 86/469 [00:09<00:41, 9.16it/s, v_num=9, loss/train=0.830, alignment/train=0.114, uniformity/train=-3.15, contrastive_acc/train=0.953, loss/val=1.300]
Epoch 1: 19%|█▊ | 87/469 [00:09<00:41, 9.21it/s, v_num=9, loss/train=0.830, alignment/train=0.114, uniformity/train=-3.15, contrastive_acc/train=0.953, loss/val=1.300]
Epoch 1: 19%|█▊ | 87/469 [00:09<00:41, 9.21it/s, v_num=9, loss/train=0.839, alignment/train=0.126, uniformity/train=-3.21, contrastive_acc/train=0.926, loss/val=1.300]
Epoch 1: 19%|█▉ | 88/469 [00:09<00:41, 9.24it/s, v_num=9, loss/train=0.839, alignment/train=0.126, uniformity/train=-3.21, contrastive_acc/train=0.926, loss/val=1.300]
Epoch 1: 19%|█▉ | 88/469 [00:09<00:41, 9.24it/s, v_num=9, loss/train=0.868, alignment/train=0.126, uniformity/train=-3.21, contrastive_acc/train=0.941, loss/val=1.300]
Epoch 1: 19%|█▉ | 89/469 [00:09<00:40, 9.27it/s, v_num=9, loss/train=0.868, alignment/train=0.126, uniformity/train=-3.21, contrastive_acc/train=0.941, loss/val=1.300]
Epoch 1: 19%|█▉ | 89/469 [00:09<00:40, 9.27it/s, v_num=9, loss/train=0.766, alignment/train=0.108, uniformity/train=-3.23, contrastive_acc/train=0.953, loss/val=1.300]
Epoch 1: 19%|█▉ | 90/469 [00:09<00:40, 9.25it/s, v_num=9, loss/train=0.766, alignment/train=0.108, uniformity/train=-3.23, contrastive_acc/train=0.953, loss/val=1.300]
Epoch 1: 19%|█▉ | 90/469 [00:09<00:40, 9.25it/s, v_num=9, loss/train=0.849, alignment/train=0.131, uniformity/train=-3.19, contrastive_acc/train=0.918, loss/val=1.300]
Epoch 1: 19%|█▉ | 91/469 [00:09<00:40, 9.27it/s, v_num=9, loss/train=0.849, alignment/train=0.131, uniformity/train=-3.19, contrastive_acc/train=0.918, loss/val=1.300]
Epoch 1: 19%|█▉ | 91/469 [00:09<00:40, 9.27it/s, v_num=9, loss/train=0.824, alignment/train=0.131, uniformity/train=-3.21, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1: 20%|█▉ | 92/469 [00:09<00:40, 9.31it/s, v_num=9, loss/train=0.824, alignment/train=0.131, uniformity/train=-3.21, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1: 20%|█▉ | 92/469 [00:09<00:40, 9.31it/s, v_num=9, loss/train=0.901, alignment/train=0.127, uniformity/train=-3.19, contrastive_acc/train=0.934, loss/val=1.300]
Epoch 1: 20%|█▉ | 93/469 [00:09<00:40, 9.36it/s, v_num=9, loss/train=0.901, alignment/train=0.127, uniformity/train=-3.19, contrastive_acc/train=0.934, loss/val=1.300]
Epoch 1: 20%|█▉ | 93/469 [00:09<00:40, 9.35it/s, v_num=9, loss/train=0.875, alignment/train=0.139, uniformity/train=-3.21, contrastive_acc/train=0.910, loss/val=1.300]
Epoch 1: 20%|██ | 94/469 [00:10<00:39, 9.40it/s, v_num=9, loss/train=0.875, alignment/train=0.139, uniformity/train=-3.21, contrastive_acc/train=0.910, loss/val=1.300]
Epoch 1: 20%|██ | 94/469 [00:10<00:39, 9.40it/s, v_num=9, loss/train=0.788, alignment/train=0.120, uniformity/train=-3.20, contrastive_acc/train=0.949, loss/val=1.300]
Epoch 1: 20%|██ | 95/469 [00:10<00:39, 9.41it/s, v_num=9, loss/train=0.788, alignment/train=0.120, uniformity/train=-3.20, contrastive_acc/train=0.949, loss/val=1.300]
Epoch 1: 20%|██ | 95/469 [00:10<00:39, 9.41it/s, v_num=9, loss/train=0.800, alignment/train=0.104, uniformity/train=-3.17, contrastive_acc/train=0.961, loss/val=1.300]
Epoch 1: 20%|██ | 96/469 [00:10<00:39, 9.37it/s, v_num=9, loss/train=0.800, alignment/train=0.104, uniformity/train=-3.17, contrastive_acc/train=0.961, loss/val=1.300]
Epoch 1: 20%|██ | 96/469 [00:10<00:39, 9.37it/s, v_num=9, loss/train=0.832, alignment/train=0.128, uniformity/train=-3.21, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1: 21%|██ | 97/469 [00:10<00:39, 9.34it/s, v_num=9, loss/train=0.832, alignment/train=0.128, uniformity/train=-3.21, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1: 21%|██ | 97/469 [00:10<00:39, 9.34it/s, v_num=9, loss/train=0.845, alignment/train=0.128, uniformity/train=-3.18, contrastive_acc/train=0.949, loss/val=1.300]
Epoch 1: 21%|██ | 98/469 [00:10<00:39, 9.36it/s, v_num=9, loss/train=0.845, alignment/train=0.128, uniformity/train=-3.18, contrastive_acc/train=0.949, loss/val=1.300]
Epoch 1: 21%|██ | 98/469 [00:10<00:39, 9.36it/s, v_num=9, loss/train=0.806, alignment/train=0.114, uniformity/train=-3.21, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1: 21%|██ | 99/469 [00:10<00:39, 9.40it/s, v_num=9, loss/train=0.806, alignment/train=0.114, uniformity/train=-3.21, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1: 21%|██ | 99/469 [00:10<00:39, 9.40it/s, v_num=9, loss/train=0.874, alignment/train=0.151, uniformity/train=-3.21, contrastive_acc/train=0.930, loss/val=1.300]
Epoch 1: 21%|██▏ | 100/469 [00:10<00:39, 9.38it/s, v_num=9, loss/train=0.874, alignment/train=0.151, uniformity/train=-3.21, contrastive_acc/train=0.930, loss/val=1.300]
Epoch 1: 21%|██▏ | 100/469 [00:10<00:39, 9.38it/s, v_num=9, loss/train=0.741, alignment/train=0.118, uniformity/train=-3.22, contrastive_acc/train=0.961, loss/val=1.300]
Epoch 1: 22%|██▏ | 101/469 [00:10<00:39, 9.41it/s, v_num=9, loss/train=0.741, alignment/train=0.118, uniformity/train=-3.22, contrastive_acc/train=0.961, loss/val=1.300]
Epoch 1: 22%|██▏ | 101/469 [00:10<00:39, 9.41it/s, v_num=9, loss/train=0.822, alignment/train=0.109, uniformity/train=-3.17, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1: 22%|██▏ | 102/469 [00:10<00:38, 9.45it/s, v_num=9, loss/train=0.822, alignment/train=0.109, uniformity/train=-3.17, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1: 22%|██▏ | 102/469 [00:10<00:38, 9.45it/s, v_num=9, loss/train=0.822, alignment/train=0.115, uniformity/train=-3.20, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1: 22%|██▏ | 103/469 [00:10<00:38, 9.49it/s, v_num=9, loss/train=0.822, alignment/train=0.115, uniformity/train=-3.20, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1: 22%|██▏ | 103/469 [00:10<00:38, 9.49it/s, v_num=9, loss/train=0.806, alignment/train=0.131, uniformity/train=-3.24, contrastive_acc/train=0.941, loss/val=1.300]
Epoch 1: 22%|██▏ | 104/469 [00:10<00:38, 9.52it/s, v_num=9, loss/train=0.806, alignment/train=0.131, uniformity/train=-3.24, contrastive_acc/train=0.941, loss/val=1.300]
Epoch 1: 22%|██▏ | 104/469 [00:10<00:38, 9.51it/s, v_num=9, loss/train=0.810, alignment/train=0.145, uniformity/train=-3.24, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1: 22%|██▏ | 105/469 [00:11<00:38, 9.46it/s, v_num=9, loss/train=0.810, alignment/train=0.145, uniformity/train=-3.24, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1: 22%|██▏ | 105/469 [00:11<00:38, 9.45it/s, v_num=9, loss/train=0.876, alignment/train=0.125, uniformity/train=-3.22, contrastive_acc/train=0.918, loss/val=1.300]
Epoch 1: 23%|██▎ | 106/469 [00:11<00:38, 9.48it/s, v_num=9, loss/train=0.876, alignment/train=0.125, uniformity/train=-3.22, contrastive_acc/train=0.918, loss/val=1.300]
Epoch 1: 23%|██▎ | 106/469 [00:11<00:38, 9.48it/s, v_num=9, loss/train=0.865, alignment/train=0.121, uniformity/train=-3.17, contrastive_acc/train=0.945, loss/val=1.300]
Epoch 1: 23%|██▎ | 107/469 [00:11<00:38, 9.51it/s, v_num=9, loss/train=0.865, alignment/train=0.121, uniformity/train=-3.17, contrastive_acc/train=0.945, loss/val=1.300]
Epoch 1: 23%|██▎ | 107/469 [00:11<00:38, 9.51it/s, v_num=9, loss/train=0.869, alignment/train=0.146, uniformity/train=-3.24, contrastive_acc/train=0.926, loss/val=1.300]
Epoch 1: 23%|██▎ | 108/469 [00:11<00:37, 9.51it/s, v_num=9, loss/train=0.869, alignment/train=0.146, uniformity/train=-3.24, contrastive_acc/train=0.926, loss/val=1.300]
Epoch 1: 23%|██▎ | 108/469 [00:11<00:37, 9.51it/s, v_num=9, loss/train=0.875, alignment/train=0.133, uniformity/train=-3.22, contrastive_acc/train=0.906, loss/val=1.300]
Epoch 1: 23%|██▎ | 109/469 [00:11<00:37, 9.52it/s, v_num=9, loss/train=0.875, alignment/train=0.133, uniformity/train=-3.22, contrastive_acc/train=0.906, loss/val=1.300]
Epoch 1: 23%|██▎ | 109/469 [00:11<00:37, 9.52it/s, v_num=9, loss/train=0.719, alignment/train=0.119, uniformity/train=-3.26, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1: 23%|██▎ | 110/469 [00:11<00:37, 9.56it/s, v_num=9, loss/train=0.719, alignment/train=0.119, uniformity/train=-3.26, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1: 23%|██▎ | 110/469 [00:11<00:37, 9.56it/s, v_num=9, loss/train=0.782, alignment/train=0.118, uniformity/train=-3.21, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1: 24%|██▎ | 111/469 [00:11<00:37, 9.57it/s, v_num=9, loss/train=0.782, alignment/train=0.118, uniformity/train=-3.21, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1: 24%|██▎ | 111/469 [00:11<00:37, 9.56it/s, v_num=9, loss/train=0.859, alignment/train=0.129, uniformity/train=-3.18, contrastive_acc/train=0.934, loss/val=1.300]
Epoch 1: 24%|██▍ | 112/469 [00:11<00:37, 9.60it/s, v_num=9, loss/train=0.859, alignment/train=0.129, uniformity/train=-3.18, contrastive_acc/train=0.934, loss/val=1.300]
Epoch 1: 24%|██▍ | 112/469 [00:11<00:37, 9.60it/s, v_num=9, loss/train=0.834, alignment/train=0.126, uniformity/train=-3.15, contrastive_acc/train=0.961, loss/val=1.300]
Epoch 1: 24%|██▍ | 113/469 [00:11<00:37, 9.58it/s, v_num=9, loss/train=0.834, alignment/train=0.126, uniformity/train=-3.15, contrastive_acc/train=0.961, loss/val=1.300]
Epoch 1: 24%|██▍ | 113/469 [00:11<00:37, 9.58it/s, v_num=9, loss/train=0.794, alignment/train=0.118, uniformity/train=-3.22, contrastive_acc/train=0.938, loss/val=1.300]
Epoch 1: 24%|██▍ | 114/469 [00:11<00:36, 9.62it/s, v_num=9, loss/train=0.794, alignment/train=0.118, uniformity/train=-3.22, contrastive_acc/train=0.938, loss/val=1.300]
Epoch 1: 24%|██▍ | 114/469 [00:11<00:36, 9.62it/s, v_num=9, loss/train=0.753, alignment/train=0.115, uniformity/train=-3.22, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1: 25%|██▍ | 115/469 [00:11<00:36, 9.61it/s, v_num=9, loss/train=0.753, alignment/train=0.115, uniformity/train=-3.22, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1: 25%|██▍ | 115/469 [00:11<00:36, 9.60it/s, v_num=9, loss/train=0.799, alignment/train=0.126, uniformity/train=-3.15, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1: 25%|██▍ | 116/469 [00:12<00:36, 9.61it/s, v_num=9, loss/train=0.799, alignment/train=0.126, uniformity/train=-3.15, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1: 25%|██▍ | 116/469 [00:12<00:36, 9.61it/s, v_num=9, loss/train=0.865, alignment/train=0.117, uniformity/train=-3.14, contrastive_acc/train=0.953, loss/val=1.300]
Epoch 1: 25%|██▍ | 117/469 [00:12<00:36, 9.64it/s, v_num=9, loss/train=0.865, alignment/train=0.117, uniformity/train=-3.14, contrastive_acc/train=0.953, loss/val=1.300]
Epoch 1: 25%|██▍ | 117/469 [00:12<00:36, 9.64it/s, v_num=9, loss/train=0.714, alignment/train=0.109, uniformity/train=-3.22, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1: 25%|██▌ | 118/469 [00:12<00:36, 9.64it/s, v_num=9, loss/train=0.714, alignment/train=0.109, uniformity/train=-3.22, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1: 25%|██▌ | 118/469 [00:12<00:36, 9.64it/s, v_num=9, loss/train=0.865, alignment/train=0.124, uniformity/train=-3.19, contrastive_acc/train=0.922, loss/val=1.300]
Epoch 1: 25%|██▌ | 119/469 [00:12<00:36, 9.65it/s, v_num=9, loss/train=0.865, alignment/train=0.124, uniformity/train=-3.19, contrastive_acc/train=0.922, loss/val=1.300]
Epoch 1: 25%|██▌ | 119/469 [00:12<00:36, 9.65it/s, v_num=9, loss/train=0.813, alignment/train=0.146, uniformity/train=-3.23, contrastive_acc/train=0.926, loss/val=1.300]
Epoch 1: 26%|██▌ | 120/469 [00:12<00:36, 9.65it/s, v_num=9, loss/train=0.813, alignment/train=0.146, uniformity/train=-3.23, contrastive_acc/train=0.926, loss/val=1.300]
Epoch 1: 26%|██▌ | 120/469 [00:12<00:36, 9.65it/s, v_num=9, loss/train=0.875, alignment/train=0.121, uniformity/train=-3.11, contrastive_acc/train=0.941, loss/val=1.300]
Epoch 1: 26%|██▌ | 121/469 [00:12<00:36, 9.66it/s, v_num=9, loss/train=0.875, alignment/train=0.121, uniformity/train=-3.11, contrastive_acc/train=0.941, loss/val=1.300]
Epoch 1: 26%|██▌ | 121/469 [00:12<00:36, 9.66it/s, v_num=9, loss/train=0.805, alignment/train=0.103, uniformity/train=-3.11, contrastive_acc/train=0.984, loss/val=1.300]
Epoch 1: 26%|██▌ | 122/469 [00:12<00:35, 9.70it/s, v_num=9, loss/train=0.805, alignment/train=0.103, uniformity/train=-3.11, contrastive_acc/train=0.984, loss/val=1.300]
Epoch 1: 26%|██▌ | 122/469 [00:12<00:35, 9.70it/s, v_num=9, loss/train=0.797, alignment/train=0.112, uniformity/train=-3.20, contrastive_acc/train=0.930, loss/val=1.300]
Epoch 1: 26%|██▌ | 123/469 [00:12<00:35, 9.70it/s, v_num=9, loss/train=0.797, alignment/train=0.112, uniformity/train=-3.20, contrastive_acc/train=0.930, loss/val=1.300]
Epoch 1: 26%|██▌ | 123/469 [00:12<00:35, 9.69it/s, v_num=9, loss/train=0.710, alignment/train=0.116, uniformity/train=-3.24, contrastive_acc/train=0.984, loss/val=1.300]
Epoch 1: 26%|██▋ | 124/469 [00:12<00:35, 9.70it/s, v_num=9, loss/train=0.710, alignment/train=0.116, uniformity/train=-3.24, contrastive_acc/train=0.984, loss/val=1.300]
Epoch 1: 26%|██▋ | 124/469 [00:12<00:35, 9.70it/s, v_num=9, loss/train=0.687, alignment/train=0.104, uniformity/train=-3.26, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1: 27%|██▋ | 125/469 [00:12<00:35, 9.74it/s, v_num=9, loss/train=0.687, alignment/train=0.104, uniformity/train=-3.26, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1: 27%|██▋ | 125/469 [00:12<00:35, 9.74it/s, v_num=9, loss/train=0.827, alignment/train=0.116, uniformity/train=-3.14, contrastive_acc/train=0.953, loss/val=1.300]
Epoch 1: 27%|██▋ | 126/469 [00:12<00:35, 9.73it/s, v_num=9, loss/train=0.827, alignment/train=0.116, uniformity/train=-3.14, contrastive_acc/train=0.953, loss/val=1.300]
Epoch 1: 27%|██▋ | 126/469 [00:12<00:35, 9.73it/s, v_num=9, loss/train=0.943, alignment/train=0.126, uniformity/train=-3.12, contrastive_acc/train=0.922, loss/val=1.300]
Epoch 1: 27%|██▋ | 127/469 [00:13<00:35, 9.74it/s, v_num=9, loss/train=0.943, alignment/train=0.126, uniformity/train=-3.12, contrastive_acc/train=0.922, loss/val=1.300]
Epoch 1: 27%|██▋ | 127/469 [00:13<00:35, 9.74it/s, v_num=9, loss/train=0.729, alignment/train=0.0993, uniformity/train=-3.19, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1: 27%|██▋ | 128/469 [00:13<00:34, 9.75it/s, v_num=9, loss/train=0.729, alignment/train=0.0993, uniformity/train=-3.19, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1: 27%|██▋ | 128/469 [00:13<00:34, 9.75it/s, v_num=9, loss/train=0.730, alignment/train=0.110, uniformity/train=-3.17, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1: 28%|██▊ | 129/469 [00:13<00:34, 9.76it/s, v_num=9, loss/train=0.730, alignment/train=0.110, uniformity/train=-3.17, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1: 28%|██▊ | 129/469 [00:13<00:34, 9.76it/s, v_num=9, loss/train=0.818, alignment/train=0.115, uniformity/train=-3.16, contrastive_acc/train=0.930, loss/val=1.300]
Epoch 1: 28%|██▊ | 130/469 [00:13<00:34, 9.78it/s, v_num=9, loss/train=0.818, alignment/train=0.115, uniformity/train=-3.16, contrastive_acc/train=0.930, loss/val=1.300]
Epoch 1: 28%|██▊ | 130/469 [00:13<00:34, 9.78it/s, v_num=9, loss/train=0.724, alignment/train=0.123, uniformity/train=-3.23, contrastive_acc/train=0.953, loss/val=1.300]
Epoch 1: 28%|██▊ | 131/469 [00:13<00:34, 9.77it/s, v_num=9, loss/train=0.724, alignment/train=0.123, uniformity/train=-3.23, contrastive_acc/train=0.953, loss/val=1.300]
Epoch 1: 28%|██▊ | 131/469 [00:13<00:34, 9.77it/s, v_num=9, loss/train=0.791, alignment/train=0.136, uniformity/train=-3.24, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1: 28%|██▊ | 132/469 [00:13<00:34, 9.79it/s, v_num=9, loss/train=0.791, alignment/train=0.136, uniformity/train=-3.24, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1: 28%|██▊ | 132/469 [00:13<00:34, 9.79it/s, v_num=9, loss/train=0.780, alignment/train=0.133, uniformity/train=-3.26, contrastive_acc/train=0.930, loss/val=1.300]
Epoch 1: 28%|██▊ | 133/469 [00:13<00:34, 9.79it/s, v_num=9, loss/train=0.780, alignment/train=0.133, uniformity/train=-3.26, contrastive_acc/train=0.930, loss/val=1.300]
Epoch 1: 28%|██▊ | 133/469 [00:13<00:34, 9.79it/s, v_num=9, loss/train=0.813, alignment/train=0.105, uniformity/train=-3.11, contrastive_acc/train=0.945, loss/val=1.300]
Epoch 1: 29%|██▊ | 134/469 [00:13<00:34, 9.81it/s, v_num=9, loss/train=0.813, alignment/train=0.105, uniformity/train=-3.11, contrastive_acc/train=0.945, loss/val=1.300]
Epoch 1: 29%|██▊ | 134/469 [00:13<00:34, 9.81it/s, v_num=9, loss/train=0.767, alignment/train=0.118, uniformity/train=-3.21, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1: 29%|██▉ | 135/469 [00:13<00:33, 9.84it/s, v_num=9, loss/train=0.767, alignment/train=0.118, uniformity/train=-3.21, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1: 29%|██▉ | 135/469 [00:13<00:33, 9.84it/s, v_num=9, loss/train=0.730, alignment/train=0.129, uniformity/train=-3.29, contrastive_acc/train=0.949, loss/val=1.300]
Epoch 1: 29%|██▉ | 136/469 [00:13<00:33, 9.82it/s, v_num=9, loss/train=0.730, alignment/train=0.129, uniformity/train=-3.29, contrastive_acc/train=0.949, loss/val=1.300]
Epoch 1: 29%|██▉ | 136/469 [00:13<00:33, 9.82it/s, v_num=9, loss/train=0.827, alignment/train=0.137, uniformity/train=-3.24, contrastive_acc/train=0.945, loss/val=1.300]
Epoch 1: 29%|██▉ | 137/469 [00:13<00:33, 9.84it/s, v_num=9, loss/train=0.827, alignment/train=0.137, uniformity/train=-3.24, contrastive_acc/train=0.945, loss/val=1.300]
Epoch 1: 29%|██▉ | 137/469 [00:13<00:33, 9.84it/s, v_num=9, loss/train=0.803, alignment/train=0.127, uniformity/train=-3.17, contrastive_acc/train=0.949, loss/val=1.300]
Epoch 1: 29%|██▉ | 138/469 [00:14<00:33, 9.84it/s, v_num=9, loss/train=0.803, alignment/train=0.127, uniformity/train=-3.17, contrastive_acc/train=0.949, loss/val=1.300]
Epoch 1: 29%|██▉ | 138/469 [00:14<00:33, 9.84it/s, v_num=9, loss/train=0.694, alignment/train=0.114, uniformity/train=-3.26, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1: 30%|██▉ | 139/469 [00:14<00:33, 9.87it/s, v_num=9, loss/train=0.694, alignment/train=0.114, uniformity/train=-3.26, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1: 30%|██▉ | 139/469 [00:14<00:33, 9.87it/s, v_num=9, loss/train=0.677, alignment/train=0.111, uniformity/train=-3.23, contrastive_acc/train=0.961, loss/val=1.300]
Epoch 1: 30%|██▉ | 140/469 [00:14<00:33, 9.89it/s, v_num=9, loss/train=0.677, alignment/train=0.111, uniformity/train=-3.23, contrastive_acc/train=0.961, loss/val=1.300]
Epoch 1: 30%|██▉ | 140/469 [00:14<00:33, 9.89it/s, v_num=9, loss/train=0.687, alignment/train=0.113, uniformity/train=-3.24, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1: 30%|███ | 141/469 [00:14<00:33, 9.90it/s, v_num=9, loss/train=0.687, alignment/train=0.113, uniformity/train=-3.24, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1: 30%|███ | 141/469 [00:14<00:33, 9.89it/s, v_num=9, loss/train=0.830, alignment/train=0.132, uniformity/train=-3.22, contrastive_acc/train=0.902, loss/val=1.300]
Epoch 1: 30%|███ | 142/469 [00:14<00:33, 9.88it/s, v_num=9, loss/train=0.830, alignment/train=0.132, uniformity/train=-3.22, contrastive_acc/train=0.902, loss/val=1.300]
Epoch 1: 30%|███ | 142/469 [00:14<00:33, 9.88it/s, v_num=9, loss/train=0.779, alignment/train=0.119, uniformity/train=-3.20, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1: 30%|███ | 143/469 [00:14<00:32, 9.88it/s, v_num=9, loss/train=0.779, alignment/train=0.119, uniformity/train=-3.20, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1: 30%|███ | 143/469 [00:14<00:32, 9.88it/s, v_num=9, loss/train=0.718, alignment/train=0.121, uniformity/train=-3.23, contrastive_acc/train=0.953, loss/val=1.300]
Epoch 1: 31%|███ | 144/469 [00:14<00:32, 9.91it/s, v_num=9, loss/train=0.718, alignment/train=0.121, uniformity/train=-3.23, contrastive_acc/train=0.953, loss/val=1.300]
Epoch 1: 31%|███ | 144/469 [00:14<00:32, 9.91it/s, v_num=9, loss/train=0.775, alignment/train=0.115, uniformity/train=-3.22, contrastive_acc/train=0.941, loss/val=1.300]
Epoch 1: 31%|███ | 145/469 [00:14<00:32, 9.94it/s, v_num=9, loss/train=0.775, alignment/train=0.115, uniformity/train=-3.22, contrastive_acc/train=0.941, loss/val=1.300]
Epoch 1: 31%|███ | 145/469 [00:14<00:32, 9.94it/s, v_num=9, loss/train=0.746, alignment/train=0.130, uniformity/train=-3.28, contrastive_acc/train=0.938, loss/val=1.300]
Epoch 1: 31%|███ | 146/469 [00:14<00:32, 9.93it/s, v_num=9, loss/train=0.746, alignment/train=0.130, uniformity/train=-3.28, contrastive_acc/train=0.938, loss/val=1.300]
Epoch 1: 31%|███ | 146/469 [00:14<00:32, 9.93it/s, v_num=9, loss/train=0.796, alignment/train=0.122, uniformity/train=-3.20, contrastive_acc/train=0.938, loss/val=1.300]
Epoch 1: 31%|███▏ | 147/469 [00:14<00:32, 9.94it/s, v_num=9, loss/train=0.796, alignment/train=0.122, uniformity/train=-3.20, contrastive_acc/train=0.938, loss/val=1.300]
Epoch 1: 31%|███▏ | 147/469 [00:14<00:32, 9.94it/s, v_num=9, loss/train=0.862, alignment/train=0.159, uniformity/train=-3.22, contrastive_acc/train=0.914, loss/val=1.300]
Epoch 1: 32%|███▏ | 148/469 [00:14<00:32, 9.91it/s, v_num=9, loss/train=0.862, alignment/train=0.159, uniformity/train=-3.22, contrastive_acc/train=0.914, loss/val=1.300]
Epoch 1: 32%|███▏ | 148/469 [00:14<00:32, 9.91it/s, v_num=9, loss/train=0.762, alignment/train=0.115, uniformity/train=-3.21, contrastive_acc/train=0.926, loss/val=1.300]
Epoch 1: 32%|███▏ | 149/469 [00:15<00:32, 9.93it/s, v_num=9, loss/train=0.762, alignment/train=0.115, uniformity/train=-3.21, contrastive_acc/train=0.926, loss/val=1.300]
Epoch 1: 32%|███▏ | 149/469 [00:15<00:32, 9.93it/s, v_num=9, loss/train=0.692, alignment/train=0.109, uniformity/train=-3.22, contrastive_acc/train=0.977, loss/val=1.300]
Epoch 1: 32%|███▏ | 150/469 [00:15<00:32, 9.96it/s, v_num=9, loss/train=0.692, alignment/train=0.109, uniformity/train=-3.22, contrastive_acc/train=0.977, loss/val=1.300]
Epoch 1: 32%|███▏ | 150/469 [00:15<00:32, 9.95it/s, v_num=9, loss/train=0.731, alignment/train=0.121, uniformity/train=-3.26, contrastive_acc/train=0.945, loss/val=1.300]
Epoch 1: 32%|███▏ | 151/469 [00:15<00:31, 9.96it/s, v_num=9, loss/train=0.731, alignment/train=0.121, uniformity/train=-3.26, contrastive_acc/train=0.945, loss/val=1.300]
Epoch 1: 32%|███▏ | 151/469 [00:15<00:31, 9.96it/s, v_num=9, loss/train=0.783, alignment/train=0.126, uniformity/train=-3.21, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1: 32%|███▏ | 152/469 [00:15<00:31, 9.99it/s, v_num=9, loss/train=0.783, alignment/train=0.126, uniformity/train=-3.21, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1: 32%|███▏ | 152/469 [00:15<00:31, 9.99it/s, v_num=9, loss/train=0.643, alignment/train=0.121, uniformity/train=-3.27, contrastive_acc/train=0.961, loss/val=1.300]
Epoch 1: 33%|███▎ | 153/469 [00:15<00:31, 9.99it/s, v_num=9, loss/train=0.643, alignment/train=0.121, uniformity/train=-3.27, contrastive_acc/train=0.961, loss/val=1.300]
Epoch 1: 33%|███▎ | 153/469 [00:15<00:31, 9.99it/s, v_num=9, loss/train=0.706, alignment/train=0.124, uniformity/train=-3.22, contrastive_acc/train=0.961, loss/val=1.300]
Epoch 1: 33%|███▎ | 154/469 [00:15<00:31, 10.01it/s, v_num=9, loss/train=0.706, alignment/train=0.124, uniformity/train=-3.22, contrastive_acc/train=0.961, loss/val=1.300]
Epoch 1: 33%|███▎ | 154/469 [00:15<00:31, 10.01it/s, v_num=9, loss/train=0.799, alignment/train=0.134, uniformity/train=-3.23, contrastive_acc/train=0.918, loss/val=1.300]
Epoch 1: 33%|███▎ | 155/469 [00:15<00:31, 10.04it/s, v_num=9, loss/train=0.799, alignment/train=0.134, uniformity/train=-3.23, contrastive_acc/train=0.918, loss/val=1.300]
Epoch 1: 33%|███▎ | 155/469 [00:15<00:31, 10.04it/s, v_num=9, loss/train=0.709, alignment/train=0.120, uniformity/train=-3.21, contrastive_acc/train=0.953, loss/val=1.300]
Epoch 1: 33%|███▎ | 156/469 [00:15<00:31, 10.01it/s, v_num=9, loss/train=0.709, alignment/train=0.120, uniformity/train=-3.21, contrastive_acc/train=0.953, loss/val=1.300]
Epoch 1: 33%|███▎ | 156/469 [00:15<00:31, 10.01it/s, v_num=9, loss/train=0.713, alignment/train=0.102, uniformity/train=-3.23, contrastive_acc/train=0.945, loss/val=1.300]
Epoch 1: 33%|███▎ | 157/469 [00:15<00:31, 10.00it/s, v_num=9, loss/train=0.713, alignment/train=0.102, uniformity/train=-3.23, contrastive_acc/train=0.945, loss/val=1.300]
Epoch 1: 33%|███▎ | 157/469 [00:15<00:31, 10.00it/s, v_num=9, loss/train=0.739, alignment/train=0.129, uniformity/train=-3.23, contrastive_acc/train=0.953, loss/val=1.300]
Epoch 1: 34%|███▎ | 158/469 [00:15<00:31, 10.01it/s, v_num=9, loss/train=0.739, alignment/train=0.129, uniformity/train=-3.23, contrastive_acc/train=0.953, loss/val=1.300]
Epoch 1: 34%|███▎ | 158/469 [00:15<00:31, 10.01it/s, v_num=9, loss/train=0.745, alignment/train=0.117, uniformity/train=-3.23, contrastive_acc/train=0.961, loss/val=1.300]
Epoch 1: 34%|███▍ | 159/469 [00:15<00:30, 10.01it/s, v_num=9, loss/train=0.745, alignment/train=0.117, uniformity/train=-3.23, contrastive_acc/train=0.961, loss/val=1.300]
Epoch 1: 34%|███▍ | 159/469 [00:15<00:30, 10.01it/s, v_num=9, loss/train=0.737, alignment/train=0.112, uniformity/train=-3.21, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1: 34%|███▍ | 160/469 [00:15<00:30, 10.04it/s, v_num=9, loss/train=0.737, alignment/train=0.112, uniformity/train=-3.21, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1: 34%|███▍ | 160/469 [00:15<00:30, 10.04it/s, v_num=9, loss/train=0.760, alignment/train=0.124, uniformity/train=-3.24, contrastive_acc/train=0.961, loss/val=1.300]
Epoch 1: 34%|███▍ | 161/469 [00:16<00:30, 10.06it/s, v_num=9, loss/train=0.760, alignment/train=0.124, uniformity/train=-3.24, contrastive_acc/train=0.961, loss/val=1.300]
Epoch 1: 34%|███▍ | 161/469 [00:16<00:30, 10.06it/s, v_num=9, loss/train=0.761, alignment/train=0.126, uniformity/train=-3.22, contrastive_acc/train=0.949, loss/val=1.300]
Epoch 1: 35%|███▍ | 162/469 [00:16<00:30, 10.05it/s, v_num=9, loss/train=0.761, alignment/train=0.126, uniformity/train=-3.22, contrastive_acc/train=0.949, loss/val=1.300]
Epoch 1: 35%|███▍ | 162/469 [00:16<00:30, 10.05it/s, v_num=9, loss/train=0.749, alignment/train=0.120, uniformity/train=-3.17, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1: 35%|███▍ | 163/469 [00:16<00:30, 10.02it/s, v_num=9, loss/train=0.749, alignment/train=0.120, uniformity/train=-3.17, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1: 35%|███▍ | 163/469 [00:16<00:30, 10.02it/s, v_num=9, loss/train=0.736, alignment/train=0.104, uniformity/train=-3.20, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1: 35%|███▍ | 164/469 [00:16<00:30, 10.03it/s, v_num=9, loss/train=0.736, alignment/train=0.104, uniformity/train=-3.20, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1: 35%|███▍ | 164/469 [00:16<00:30, 10.03it/s, v_num=9, loss/train=0.723, alignment/train=0.115, uniformity/train=-3.23, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1: 35%|███▌ | 165/469 [00:16<00:30, 10.06it/s, v_num=9, loss/train=0.723, alignment/train=0.115, uniformity/train=-3.23, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1: 35%|███▌ | 165/469 [00:16<00:30, 10.06it/s, v_num=9, loss/train=0.798, alignment/train=0.136, uniformity/train=-3.24, contrastive_acc/train=0.938, loss/val=1.300]
Epoch 1: 35%|███▌ | 166/469 [00:16<00:30, 10.07it/s, v_num=9, loss/train=0.798, alignment/train=0.136, uniformity/train=-3.24, contrastive_acc/train=0.938, loss/val=1.300]
Epoch 1: 35%|███▌ | 166/469 [00:16<00:30, 10.07it/s, v_num=9, loss/train=0.767, alignment/train=0.128, uniformity/train=-3.24, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1: 36%|███▌ | 167/469 [00:16<00:30, 10.06it/s, v_num=9, loss/train=0.767, alignment/train=0.128, uniformity/train=-3.24, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1: 36%|███▌ | 167/469 [00:16<00:30, 10.06it/s, v_num=9, loss/train=0.794, alignment/train=0.127, uniformity/train=-3.24, contrastive_acc/train=0.930, loss/val=1.300]
Epoch 1: 36%|███▌ | 168/469 [00:16<00:29, 10.05it/s, v_num=9, loss/train=0.794, alignment/train=0.127, uniformity/train=-3.24, contrastive_acc/train=0.930, loss/val=1.300]
Epoch 1: 36%|███▌ | 168/469 [00:16<00:29, 10.05it/s, v_num=9, loss/train=0.653, alignment/train=0.116, uniformity/train=-3.29, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1: 36%|███▌ | 169/469 [00:16<00:29, 10.06it/s, v_num=9, loss/train=0.653, alignment/train=0.116, uniformity/train=-3.29, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1: 36%|███▌ | 169/469 [00:16<00:29, 10.06it/s, v_num=9, loss/train=0.725, alignment/train=0.119, uniformity/train=-3.24, contrastive_acc/train=0.945, loss/val=1.300]
Epoch 1: 36%|███▌ | 170/469 [00:16<00:29, 10.09it/s, v_num=9, loss/train=0.725, alignment/train=0.119, uniformity/train=-3.24, contrastive_acc/train=0.945, loss/val=1.300]
Epoch 1: 36%|███▌ | 170/469 [00:16<00:29, 10.09it/s, v_num=9, loss/train=0.663, alignment/train=0.119, uniformity/train=-3.27, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1: 36%|███▋ | 171/469 [00:16<00:29, 10.11it/s, v_num=9, loss/train=0.663, alignment/train=0.119, uniformity/train=-3.27, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1: 36%|███▋ | 171/469 [00:16<00:29, 10.11it/s, v_num=9, loss/train=0.721, alignment/train=0.116, uniformity/train=-3.18, contrastive_acc/train=0.980, loss/val=1.300]
Epoch 1: 37%|███▋ | 172/469 [00:17<00:29, 10.10it/s, v_num=9, loss/train=0.721, alignment/train=0.116, uniformity/train=-3.18, contrastive_acc/train=0.980, loss/val=1.300]
Epoch 1: 37%|███▋ | 172/469 [00:17<00:29, 10.10it/s, v_num=9, loss/train=0.737, alignment/train=0.126, uniformity/train=-3.25, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1: 37%|███▋ | 173/469 [00:17<00:29, 10.07it/s, v_num=9, loss/train=0.737, alignment/train=0.126, uniformity/train=-3.25, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1: 37%|███▋ | 173/469 [00:17<00:29, 10.07it/s, v_num=9, loss/train=0.751, alignment/train=0.126, uniformity/train=-3.26, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1: 37%|███▋ | 174/469 [00:17<00:29, 10.09it/s, v_num=9, loss/train=0.751, alignment/train=0.126, uniformity/train=-3.26, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1: 37%|███▋ | 174/469 [00:17<00:29, 10.09it/s, v_num=9, loss/train=0.626, alignment/train=0.103, uniformity/train=-3.29, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1: 37%|███▋ | 175/469 [00:17<00:29, 10.11it/s, v_num=9, loss/train=0.626, alignment/train=0.103, uniformity/train=-3.29, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1: 37%|███▋ | 175/469 [00:17<00:29, 10.11it/s, v_num=9, loss/train=0.765, alignment/train=0.129, uniformity/train=-3.20, contrastive_acc/train=0.953, loss/val=1.300]
Epoch 1: 38%|███▊ | 176/469 [00:17<00:28, 10.11it/s, v_num=9, loss/train=0.765, alignment/train=0.129, uniformity/train=-3.20, contrastive_acc/train=0.953, loss/val=1.300]
Epoch 1: 38%|███▊ | 176/469 [00:17<00:28, 10.11it/s, v_num=9, loss/train=0.702, alignment/train=0.122, uniformity/train=-3.25, contrastive_acc/train=0.961, loss/val=1.300]
Epoch 1: 38%|███▊ | 177/469 [00:17<00:28, 10.10it/s, v_num=9, loss/train=0.702, alignment/train=0.122, uniformity/train=-3.25, contrastive_acc/train=0.961, loss/val=1.300]
Epoch 1: 38%|███▊ | 177/469 [00:17<00:28, 10.10it/s, v_num=9, loss/train=0.741, alignment/train=0.125, uniformity/train=-3.25, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1: 38%|███▊ | 178/469 [00:17<00:28, 10.11it/s, v_num=9, loss/train=0.741, alignment/train=0.125, uniformity/train=-3.25, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1: 38%|███▊ | 178/469 [00:17<00:28, 10.11it/s, v_num=9, loss/train=0.812, alignment/train=0.135, uniformity/train=-3.27, contrastive_acc/train=0.922, loss/val=1.300]
Epoch 1: 38%|███▊ | 179/469 [00:17<00:28, 10.13it/s, v_num=9, loss/train=0.812, alignment/train=0.135, uniformity/train=-3.27, contrastive_acc/train=0.922, loss/val=1.300]
Epoch 1: 38%|███▊ | 179/469 [00:17<00:28, 10.13it/s, v_num=9, loss/train=0.683, alignment/train=0.113, uniformity/train=-3.25, contrastive_acc/train=0.949, loss/val=1.300]
Epoch 1: 38%|███▊ | 180/469 [00:17<00:28, 10.15it/s, v_num=9, loss/train=0.683, alignment/train=0.113, uniformity/train=-3.25, contrastive_acc/train=0.949, loss/val=1.300]
Epoch 1: 38%|███▊ | 180/469 [00:17<00:28, 10.15it/s, v_num=9, loss/train=0.667, alignment/train=0.107, uniformity/train=-3.24, contrastive_acc/train=0.961, loss/val=1.300]
Epoch 1: 39%|███▊ | 181/469 [00:17<00:28, 10.17it/s, v_num=9, loss/train=0.667, alignment/train=0.107, uniformity/train=-3.24, contrastive_acc/train=0.961, loss/val=1.300]
Epoch 1: 39%|███▊ | 181/469 [00:17<00:28, 10.17it/s, v_num=9, loss/train=0.731, alignment/train=0.128, uniformity/train=-3.27, contrastive_acc/train=0.949, loss/val=1.300]
Epoch 1: 39%|███▉ | 182/469 [00:17<00:28, 10.16it/s, v_num=9, loss/train=0.731, alignment/train=0.128, uniformity/train=-3.27, contrastive_acc/train=0.949, loss/val=1.300]
Epoch 1: 39%|███▉ | 182/469 [00:17<00:28, 10.16it/s, v_num=9, loss/train=0.790, alignment/train=0.144, uniformity/train=-3.30, contrastive_acc/train=0.914, loss/val=1.300]
Epoch 1: 39%|███▉ | 183/469 [00:17<00:28, 10.18it/s, v_num=9, loss/train=0.790, alignment/train=0.144, uniformity/train=-3.30, contrastive_acc/train=0.914, loss/val=1.300]
Epoch 1: 39%|███▉ | 183/469 [00:17<00:28, 10.18it/s, v_num=9, loss/train=0.757, alignment/train=0.135, uniformity/train=-3.27, contrastive_acc/train=0.934, loss/val=1.300]
Epoch 1: 39%|███▉ | 184/469 [00:18<00:28, 10.12it/s, v_num=9, loss/train=0.757, alignment/train=0.135, uniformity/train=-3.27, contrastive_acc/train=0.934, loss/val=1.300]
Epoch 1: 39%|███▉ | 184/469 [00:18<00:28, 10.12it/s, v_num=9, loss/train=0.788, alignment/train=0.119, uniformity/train=-3.15, contrastive_acc/train=0.941, loss/val=1.300]
Epoch 1: 39%|███▉ | 185/469 [00:18<00:28, 10.13it/s, v_num=9, loss/train=0.788, alignment/train=0.119, uniformity/train=-3.15, contrastive_acc/train=0.941, loss/val=1.300]
Epoch 1: 39%|███▉ | 185/469 [00:18<00:28, 10.13it/s, v_num=9, loss/train=0.653, alignment/train=0.131, uniformity/train=-3.30, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1: 40%|███▉ | 186/469 [00:18<00:27, 10.14it/s, v_num=9, loss/train=0.653, alignment/train=0.131, uniformity/train=-3.30, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1: 40%|███▉ | 186/469 [00:18<00:27, 10.14it/s, v_num=9, loss/train=0.693, alignment/train=0.146, uniformity/train=-3.31, contrastive_acc/train=0.945, loss/val=1.300]
Epoch 1: 40%|███▉ | 187/469 [00:18<00:27, 10.16it/s, v_num=9, loss/train=0.693, alignment/train=0.146, uniformity/train=-3.31, contrastive_acc/train=0.945, loss/val=1.300]
Epoch 1: 40%|███▉ | 187/469 [00:18<00:27, 10.16it/s, v_num=9, loss/train=0.725, alignment/train=0.118, uniformity/train=-3.25, contrastive_acc/train=0.941, loss/val=1.300]
Epoch 1: 40%|████ | 188/469 [00:18<00:27, 10.16it/s, v_num=9, loss/train=0.725, alignment/train=0.118, uniformity/train=-3.25, contrastive_acc/train=0.941, loss/val=1.300]
Epoch 1: 40%|████ | 188/469 [00:18<00:27, 10.15it/s, v_num=9, loss/train=0.732, alignment/train=0.123, uniformity/train=-3.25, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1: 40%|████ | 189/469 [00:18<00:27, 10.12it/s, v_num=9, loss/train=0.732, alignment/train=0.123, uniformity/train=-3.25, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1: 40%|████ | 189/469 [00:18<00:27, 10.12it/s, v_num=9, loss/train=0.746, alignment/train=0.123, uniformity/train=-3.24, contrastive_acc/train=0.938, loss/val=1.300]
Epoch 1: 41%|████ | 190/469 [00:18<00:27, 10.14it/s, v_num=9, loss/train=0.746, alignment/train=0.123, uniformity/train=-3.24, contrastive_acc/train=0.938, loss/val=1.300]
Epoch 1: 41%|████ | 190/469 [00:18<00:27, 10.14it/s, v_num=9, loss/train=0.673, alignment/train=0.124, uniformity/train=-3.25, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1: 41%|████ | 191/469 [00:18<00:27, 10.16it/s, v_num=9, loss/train=0.673, alignment/train=0.124, uniformity/train=-3.25, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1: 41%|████ | 191/469 [00:18<00:27, 10.16it/s, v_num=9, loss/train=0.631, alignment/train=0.110, uniformity/train=-3.29, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1: 41%|████ | 192/469 [00:18<00:27, 10.16it/s, v_num=9, loss/train=0.631, alignment/train=0.110, uniformity/train=-3.29, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1: 41%|████ | 192/469 [00:18<00:27, 10.15it/s, v_num=9, loss/train=0.706, alignment/train=0.117, uniformity/train=-3.27, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1: 41%|████ | 193/469 [00:19<00:27, 10.15it/s, v_num=9, loss/train=0.706, alignment/train=0.117, uniformity/train=-3.27, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1: 41%|████ | 193/469 [00:19<00:27, 10.15it/s, v_num=9, loss/train=0.713, alignment/train=0.118, uniformity/train=-3.20, contrastive_acc/train=0.949, loss/val=1.300]
Epoch 1: 41%|████▏ | 194/469 [00:19<00:27, 10.17it/s, v_num=9, loss/train=0.713, alignment/train=0.118, uniformity/train=-3.20, contrastive_acc/train=0.949, loss/val=1.300]
Epoch 1: 41%|████▏ | 194/469 [00:19<00:27, 10.17it/s, v_num=9, loss/train=0.664, alignment/train=0.113, uniformity/train=-3.27, contrastive_acc/train=0.977, loss/val=1.300]
Epoch 1: 42%|████▏ | 195/469 [00:19<00:26, 10.18it/s, v_num=9, loss/train=0.664, alignment/train=0.113, uniformity/train=-3.27, contrastive_acc/train=0.977, loss/val=1.300]
Epoch 1: 42%|████▏ | 195/469 [00:19<00:26, 10.18it/s, v_num=9, loss/train=0.742, alignment/train=0.130, uniformity/train=-3.27, contrastive_acc/train=0.941, loss/val=1.300]
Epoch 1: 42%|████▏ | 196/469 [00:19<00:26, 10.17it/s, v_num=9, loss/train=0.742, alignment/train=0.130, uniformity/train=-3.27, contrastive_acc/train=0.941, loss/val=1.300]
Epoch 1: 42%|████▏ | 196/469 [00:19<00:26, 10.17it/s, v_num=9, loss/train=0.698, alignment/train=0.128, uniformity/train=-3.28, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1: 42%|████▏ | 197/469 [00:19<00:26, 10.18it/s, v_num=9, loss/train=0.698, alignment/train=0.128, uniformity/train=-3.28, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1: 42%|████▏ | 197/469 [00:19<00:26, 10.18it/s, v_num=9, loss/train=0.761, alignment/train=0.130, uniformity/train=-3.25, contrastive_acc/train=0.953, loss/val=1.300]
Epoch 1: 42%|████▏ | 198/469 [00:19<00:26, 10.20it/s, v_num=9, loss/train=0.761, alignment/train=0.130, uniformity/train=-3.25, contrastive_acc/train=0.953, loss/val=1.300]
Epoch 1: 42%|████▏ | 198/469 [00:19<00:26, 10.20it/s, v_num=9, loss/train=0.696, alignment/train=0.122, uniformity/train=-3.26, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1: 42%|████▏ | 199/469 [00:19<00:26, 10.22it/s, v_num=9, loss/train=0.696, alignment/train=0.122, uniformity/train=-3.26, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1: 42%|████▏ | 199/469 [00:19<00:26, 10.22it/s, v_num=9, loss/train=0.701, alignment/train=0.101, uniformity/train=-3.19, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1: 43%|████▎ | 200/469 [00:19<00:26, 10.20it/s, v_num=9, loss/train=0.701, alignment/train=0.101, uniformity/train=-3.19, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1: 43%|████▎ | 200/469 [00:19<00:26, 10.20it/s, v_num=9, loss/train=0.665, alignment/train=0.112, uniformity/train=-3.29, contrastive_acc/train=0.961, loss/val=1.300]
Epoch 1: 43%|████▎ | 201/469 [00:19<00:26, 10.20it/s, v_num=9, loss/train=0.665, alignment/train=0.112, uniformity/train=-3.29, contrastive_acc/train=0.961, loss/val=1.300]
Epoch 1: 43%|████▎ | 201/469 [00:19<00:26, 10.20it/s, v_num=9, loss/train=0.615, alignment/train=0.119, uniformity/train=-3.30, contrastive_acc/train=0.977, loss/val=1.300]
Epoch 1: 43%|████▎ | 202/469 [00:19<00:26, 10.20it/s, v_num=9, loss/train=0.615, alignment/train=0.119, uniformity/train=-3.30, contrastive_acc/train=0.977, loss/val=1.300]
Epoch 1: 43%|████▎ | 202/469 [00:19<00:26, 10.20it/s, v_num=9, loss/train=0.620, alignment/train=0.107, uniformity/train=-3.27, contrastive_acc/train=0.977, loss/val=1.300]
Epoch 1: 43%|████▎ | 203/469 [00:19<00:26, 10.22it/s, v_num=9, loss/train=0.620, alignment/train=0.107, uniformity/train=-3.27, contrastive_acc/train=0.977, loss/val=1.300]
Epoch 1: 43%|████▎ | 203/469 [00:19<00:26, 10.22it/s, v_num=9, loss/train=0.637, alignment/train=0.103, uniformity/train=-3.26, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1: 43%|████▎ | 204/469 [00:19<00:25, 10.21it/s, v_num=9, loss/train=0.637, alignment/train=0.103, uniformity/train=-3.26, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1: 43%|████▎ | 204/469 [00:19<00:25, 10.21it/s, v_num=9, loss/train=0.764, alignment/train=0.125, uniformity/train=-3.25, contrastive_acc/train=0.930, loss/val=1.300]
Epoch 1: 44%|████▎ | 205/469 [00:20<00:25, 10.21it/s, v_num=9, loss/train=0.764, alignment/train=0.125, uniformity/train=-3.25, contrastive_acc/train=0.930, loss/val=1.300]
Epoch 1: 44%|████▎ | 205/469 [00:20<00:25, 10.21it/s, v_num=9, loss/train=0.714, alignment/train=0.120, uniformity/train=-3.26, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1: 44%|████▍ | 206/469 [00:20<00:25, 10.21it/s, v_num=9, loss/train=0.714, alignment/train=0.120, uniformity/train=-3.26, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1: 44%|████▍ | 206/469 [00:20<00:25, 10.21it/s, v_num=9, loss/train=0.729, alignment/train=0.105, uniformity/train=-3.22, contrastive_acc/train=0.938, loss/val=1.300]
Epoch 1: 44%|████▍ | 207/469 [00:20<00:25, 10.23it/s, v_num=9, loss/train=0.729, alignment/train=0.105, uniformity/train=-3.22, contrastive_acc/train=0.938, loss/val=1.300]
Epoch 1: 44%|████▍ | 207/469 [00:20<00:25, 10.23it/s, v_num=9, loss/train=0.720, alignment/train=0.131, uniformity/train=-3.26, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1: 44%|████▍ | 208/469 [00:20<00:25, 10.23it/s, v_num=9, loss/train=0.720, alignment/train=0.131, uniformity/train=-3.26, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1: 44%|████▍ | 208/469 [00:20<00:25, 10.23it/s, v_num=9, loss/train=0.672, alignment/train=0.121, uniformity/train=-3.24, contrastive_acc/train=0.996, loss/val=1.300]
Epoch 1: 45%|████▍ | 209/469 [00:20<00:25, 10.23it/s, v_num=9, loss/train=0.672, alignment/train=0.121, uniformity/train=-3.24, contrastive_acc/train=0.996, loss/val=1.300]
Epoch 1: 45%|████▍ | 209/469 [00:20<00:25, 10.23it/s, v_num=9, loss/train=0.677, alignment/train=0.126, uniformity/train=-3.28, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1: 45%|████▍ | 210/469 [00:20<00:25, 10.24it/s, v_num=9, loss/train=0.677, alignment/train=0.126, uniformity/train=-3.28, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1: 45%|████▍ | 210/469 [00:20<00:25, 10.24it/s, v_num=9, loss/train=0.677, alignment/train=0.110, uniformity/train=-3.23, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1: 45%|████▍ | 211/469 [00:20<00:25, 10.26it/s, v_num=9, loss/train=0.677, alignment/train=0.110, uniformity/train=-3.23, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1: 45%|████▍ | 211/469 [00:20<00:25, 10.26it/s, v_num=9, loss/train=0.728, alignment/train=0.123, uniformity/train=-3.22, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1: 45%|████▌ | 212/469 [00:20<00:25, 10.24it/s, v_num=9, loss/train=0.728, alignment/train=0.123, uniformity/train=-3.22, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1: 45%|████▌ | 212/469 [00:20<00:25, 10.24it/s, v_num=9, loss/train=0.695, alignment/train=0.099, uniformity/train=-3.24, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1: 45%|████▌ | 213/469 [00:20<00:24, 10.24it/s, v_num=9, loss/train=0.695, alignment/train=0.099, uniformity/train=-3.24, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1: 45%|████▌ | 213/469 [00:20<00:25, 10.24it/s, v_num=9, loss/train=0.724, alignment/train=0.114, uniformity/train=-3.26, contrastive_acc/train=0.945, loss/val=1.300]
Epoch 1: 46%|████▌ | 214/469 [00:20<00:24, 10.26it/s, v_num=9, loss/train=0.724, alignment/train=0.114, uniformity/train=-3.26, contrastive_acc/train=0.945, loss/val=1.300]
Epoch 1: 46%|████▌ | 214/469 [00:20<00:24, 10.26it/s, v_num=9, loss/train=0.703, alignment/train=0.117, uniformity/train=-3.24, contrastive_acc/train=0.938, loss/val=1.300]
Epoch 1: 46%|████▌ | 215/469 [00:20<00:24, 10.27it/s, v_num=9, loss/train=0.703, alignment/train=0.117, uniformity/train=-3.24, contrastive_acc/train=0.938, loss/val=1.300]
Epoch 1: 46%|████▌ | 215/469 [00:20<00:24, 10.27it/s, v_num=9, loss/train=0.692, alignment/train=0.124, uniformity/train=-3.24, contrastive_acc/train=0.945, loss/val=1.300]
Epoch 1: 46%|████▌ | 216/469 [00:21<00:24, 10.28it/s, v_num=9, loss/train=0.692, alignment/train=0.124, uniformity/train=-3.24, contrastive_acc/train=0.945, loss/val=1.300]
Epoch 1: 46%|████▌ | 216/469 [00:21<00:24, 10.28it/s, v_num=9, loss/train=0.647, alignment/train=0.113, uniformity/train=-3.22, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1: 46%|████▋ | 217/469 [00:21<00:24, 10.28it/s, v_num=9, loss/train=0.647, alignment/train=0.113, uniformity/train=-3.22, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1: 46%|████▋ | 217/469 [00:21<00:24, 10.28it/s, v_num=9, loss/train=0.724, alignment/train=0.130, uniformity/train=-3.27, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1: 46%|████▋ | 218/469 [00:21<00:24, 10.28it/s, v_num=9, loss/train=0.724, alignment/train=0.130, uniformity/train=-3.27, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1: 46%|████▋ | 218/469 [00:21<00:24, 10.28it/s, v_num=9, loss/train=0.710, alignment/train=0.117, uniformity/train=-3.27, contrastive_acc/train=0.961, loss/val=1.300]
Epoch 1: 47%|████▋ | 219/469 [00:21<00:24, 10.27it/s, v_num=9, loss/train=0.710, alignment/train=0.117, uniformity/train=-3.27, contrastive_acc/train=0.961, loss/val=1.300]
Epoch 1: 47%|████▋ | 219/469 [00:21<00:24, 10.27it/s, v_num=9, loss/train=0.712, alignment/train=0.119, uniformity/train=-3.22, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1: 47%|████▋ | 220/469 [00:21<00:24, 10.29it/s, v_num=9, loss/train=0.712, alignment/train=0.119, uniformity/train=-3.22, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1: 47%|████▋ | 220/469 [00:21<00:24, 10.29it/s, v_num=9, loss/train=0.709, alignment/train=0.119, uniformity/train=-3.24, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1: 47%|████▋ | 221/469 [00:21<00:24, 10.31it/s, v_num=9, loss/train=0.709, alignment/train=0.119, uniformity/train=-3.24, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1: 47%|████▋ | 221/469 [00:21<00:24, 10.31it/s, v_num=9, loss/train=0.768, alignment/train=0.130, uniformity/train=-3.27, contrastive_acc/train=0.953, loss/val=1.300]
Epoch 1: 47%|████▋ | 222/469 [00:21<00:23, 10.33it/s, v_num=9, loss/train=0.768, alignment/train=0.130, uniformity/train=-3.27, contrastive_acc/train=0.953, loss/val=1.300]
Epoch 1: 47%|████▋ | 222/469 [00:21<00:23, 10.32it/s, v_num=9, loss/train=0.698, alignment/train=0.119, uniformity/train=-3.28, contrastive_acc/train=0.953, loss/val=1.300]
Epoch 1: 48%|████▊ | 223/469 [00:21<00:23, 10.30it/s, v_num=9, loss/train=0.698, alignment/train=0.119, uniformity/train=-3.28, contrastive_acc/train=0.953, loss/val=1.300]
Epoch 1: 48%|████▊ | 223/469 [00:21<00:23, 10.30it/s, v_num=9, loss/train=0.778, alignment/train=0.127, uniformity/train=-3.23, contrastive_acc/train=0.953, loss/val=1.300]
Epoch 1: 48%|████▊ | 224/469 [00:21<00:23, 10.32it/s, v_num=9, loss/train=0.778, alignment/train=0.127, uniformity/train=-3.23, contrastive_acc/train=0.953, loss/val=1.300]
Epoch 1: 48%|████▊ | 224/469 [00:21<00:23, 10.32it/s, v_num=9, loss/train=0.766, alignment/train=0.122, uniformity/train=-3.20, contrastive_acc/train=0.934, loss/val=1.300]
Epoch 1: 48%|████▊ | 225/469 [00:21<00:23, 10.30it/s, v_num=9, loss/train=0.766, alignment/train=0.122, uniformity/train=-3.20, contrastive_acc/train=0.934, loss/val=1.300]
Epoch 1: 48%|████▊ | 225/469 [00:21<00:23, 10.30it/s, v_num=9, loss/train=0.738, alignment/train=0.102, uniformity/train=-3.20, contrastive_acc/train=0.961, loss/val=1.300]
Epoch 1: 48%|████▊ | 226/469 [00:21<00:23, 10.29it/s, v_num=9, loss/train=0.738, alignment/train=0.102, uniformity/train=-3.20, contrastive_acc/train=0.961, loss/val=1.300]
Epoch 1: 48%|████▊ | 226/469 [00:21<00:23, 10.29it/s, v_num=9, loss/train=0.732, alignment/train=0.113, uniformity/train=-3.21, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1: 48%|████▊ | 227/469 [00:22<00:23, 10.31it/s, v_num=9, loss/train=0.732, alignment/train=0.113, uniformity/train=-3.21, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1: 48%|████▊ | 227/469 [00:22<00:23, 10.31it/s, v_num=9, loss/train=0.669, alignment/train=0.112, uniformity/train=-3.26, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1: 49%|████▊ | 228/469 [00:22<00:23, 10.33it/s, v_num=9, loss/train=0.669, alignment/train=0.112, uniformity/train=-3.26, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1: 49%|████▊ | 228/469 [00:22<00:23, 10.33it/s, v_num=9, loss/train=0.675, alignment/train=0.121, uniformity/train=-3.30, contrastive_acc/train=0.945, loss/val=1.300]
Epoch 1: 49%|████▉ | 229/469 [00:22<00:23, 10.35it/s, v_num=9, loss/train=0.675, alignment/train=0.121, uniformity/train=-3.30, contrastive_acc/train=0.945, loss/val=1.300]
Epoch 1: 49%|████▉ | 229/469 [00:22<00:23, 10.35it/s, v_num=9, loss/train=0.724, alignment/train=0.123, uniformity/train=-3.24, contrastive_acc/train=0.949, loss/val=1.300]
Epoch 1: 49%|████▉ | 230/469 [00:22<00:23, 10.35it/s, v_num=9, loss/train=0.724, alignment/train=0.123, uniformity/train=-3.24, contrastive_acc/train=0.949, loss/val=1.300]
Epoch 1: 49%|████▉ | 230/469 [00:22<00:23, 10.35it/s, v_num=9, loss/train=0.682, alignment/train=0.124, uniformity/train=-3.26, contrastive_acc/train=0.961, loss/val=1.300]
Epoch 1: 49%|████▉ | 231/469 [00:22<00:23, 10.34it/s, v_num=9, loss/train=0.682, alignment/train=0.124, uniformity/train=-3.26, contrastive_acc/train=0.961, loss/val=1.300]
Epoch 1: 49%|████▉ | 231/469 [00:22<00:23, 10.33it/s, v_num=9, loss/train=0.708, alignment/train=0.125, uniformity/train=-3.29, contrastive_acc/train=0.953, loss/val=1.300]
Epoch 1: 49%|████▉ | 232/469 [00:22<00:22, 10.32it/s, v_num=9, loss/train=0.708, alignment/train=0.125, uniformity/train=-3.29, contrastive_acc/train=0.953, loss/val=1.300]
Epoch 1: 49%|████▉ | 232/469 [00:22<00:22, 10.32it/s, v_num=9, loss/train=0.754, alignment/train=0.125, uniformity/train=-3.25, contrastive_acc/train=0.941, loss/val=1.300]
Epoch 1: 50%|████▉ | 233/469 [00:22<00:22, 10.33it/s, v_num=9, loss/train=0.754, alignment/train=0.125, uniformity/train=-3.25, contrastive_acc/train=0.941, loss/val=1.300]
Epoch 1: 50%|████▉ | 233/469 [00:22<00:22, 10.33it/s, v_num=9, loss/train=0.768, alignment/train=0.122, uniformity/train=-3.22, contrastive_acc/train=0.945, loss/val=1.300]
Epoch 1: 50%|████▉ | 234/469 [00:22<00:22, 10.35it/s, v_num=9, loss/train=0.768, alignment/train=0.122, uniformity/train=-3.22, contrastive_acc/train=0.945, loss/val=1.300]
Epoch 1: 50%|████▉ | 234/469 [00:22<00:22, 10.35it/s, v_num=9, loss/train=0.698, alignment/train=0.127, uniformity/train=-3.26, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1: 50%|█████ | 235/469 [00:22<00:22, 10.35it/s, v_num=9, loss/train=0.698, alignment/train=0.127, uniformity/train=-3.26, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1: 50%|█████ | 235/469 [00:22<00:22, 10.35it/s, v_num=9, loss/train=0.712, alignment/train=0.127, uniformity/train=-3.26, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1: 50%|█████ | 236/469 [00:22<00:22, 10.35it/s, v_num=9, loss/train=0.712, alignment/train=0.127, uniformity/train=-3.26, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1: 50%|█████ | 236/469 [00:22<00:22, 10.35it/s, v_num=9, loss/train=0.674, alignment/train=0.131, uniformity/train=-3.27, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1: 51%|█████ | 237/469 [00:22<00:22, 10.34it/s, v_num=9, loss/train=0.674, alignment/train=0.131, uniformity/train=-3.27, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1: 51%|█████ | 237/469 [00:22<00:22, 10.34it/s, v_num=9, loss/train=0.716, alignment/train=0.145, uniformity/train=-3.25, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1: 51%|█████ | 238/469 [00:22<00:22, 10.36it/s, v_num=9, loss/train=0.716, alignment/train=0.145, uniformity/train=-3.25, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1: 51%|█████ | 238/469 [00:22<00:22, 10.36it/s, v_num=9, loss/train=0.756, alignment/train=0.116, uniformity/train=-3.20, contrastive_acc/train=0.945, loss/val=1.300]
Epoch 1: 51%|█████ | 239/469 [00:23<00:22, 10.36it/s, v_num=9, loss/train=0.756, alignment/train=0.116, uniformity/train=-3.20, contrastive_acc/train=0.945, loss/val=1.300]
Epoch 1: 51%|█████ | 239/469 [00:23<00:22, 10.36it/s, v_num=9, loss/train=0.639, alignment/train=0.117, uniformity/train=-3.26, contrastive_acc/train=0.988, loss/val=1.300]
Epoch 1: 51%|█████ | 240/469 [00:23<00:22, 10.35it/s, v_num=9, loss/train=0.639, alignment/train=0.117, uniformity/train=-3.26, contrastive_acc/train=0.988, loss/val=1.300]
Epoch 1: 51%|█████ | 240/469 [00:23<00:22, 10.35it/s, v_num=9, loss/train=0.650, alignment/train=0.112, uniformity/train=-3.29, contrastive_acc/train=0.984, loss/val=1.300]
Epoch 1: 51%|█████▏ | 241/469 [00:23<00:22, 10.36it/s, v_num=9, loss/train=0.650, alignment/train=0.112, uniformity/train=-3.29, contrastive_acc/train=0.984, loss/val=1.300]
Epoch 1: 51%|█████▏ | 241/469 [00:23<00:22, 10.36it/s, v_num=9, loss/train=0.623, alignment/train=0.0989, uniformity/train=-3.25, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1: 52%|█████▏ | 242/469 [00:23<00:21, 10.37it/s, v_num=9, loss/train=0.623, alignment/train=0.0989, uniformity/train=-3.25, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1: 52%|█████▏ | 242/469 [00:23<00:21, 10.37it/s, v_num=9, loss/train=0.628, alignment/train=0.109, uniformity/train=-3.27, contrastive_acc/train=0.988, loss/val=1.300]
Epoch 1: 52%|█████▏ | 243/469 [00:23<00:21, 10.39it/s, v_num=9, loss/train=0.628, alignment/train=0.109, uniformity/train=-3.27, contrastive_acc/train=0.988, loss/val=1.300]
Epoch 1: 52%|█████▏ | 243/469 [00:23<00:21, 10.39it/s, v_num=9, loss/train=0.758, alignment/train=0.110, uniformity/train=-3.21, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1: 52%|█████▏ | 244/469 [00:23<00:21, 10.40it/s, v_num=9, loss/train=0.758, alignment/train=0.110, uniformity/train=-3.21, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1: 52%|█████▏ | 244/469 [00:23<00:21, 10.40it/s, v_num=9, loss/train=0.722, alignment/train=0.123, uniformity/train=-3.23, contrastive_acc/train=0.945, loss/val=1.300]
Epoch 1: 52%|█████▏ | 245/469 [00:23<00:21, 10.39it/s, v_num=9, loss/train=0.722, alignment/train=0.123, uniformity/train=-3.23, contrastive_acc/train=0.945, loss/val=1.300]
Epoch 1: 52%|█████▏ | 245/469 [00:23<00:21, 10.39it/s, v_num=9, loss/train=0.667, alignment/train=0.120, uniformity/train=-3.30, contrastive_acc/train=0.949, loss/val=1.300]
Epoch 1: 52%|█████▏ | 246/469 [00:23<00:21, 10.36it/s, v_num=9, loss/train=0.667, alignment/train=0.120, uniformity/train=-3.30, contrastive_acc/train=0.949, loss/val=1.300]
Epoch 1: 52%|█████▏ | 246/469 [00:23<00:21, 10.36it/s, v_num=9, loss/train=0.623, alignment/train=0.118, uniformity/train=-3.29, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1: 53%|█████▎ | 247/469 [00:23<00:21, 10.38it/s, v_num=9, loss/train=0.623, alignment/train=0.118, uniformity/train=-3.29, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1: 53%|█████▎ | 247/469 [00:23<00:21, 10.38it/s, v_num=9, loss/train=0.675, alignment/train=0.128, uniformity/train=-3.27, contrastive_acc/train=0.953, loss/val=1.300]
Epoch 1: 53%|█████▎ | 248/469 [00:23<00:21, 10.38it/s, v_num=9, loss/train=0.675, alignment/train=0.128, uniformity/train=-3.27, contrastive_acc/train=0.953, loss/val=1.300]
Epoch 1: 53%|█████▎ | 248/469 [00:23<00:21, 10.38it/s, v_num=9, loss/train=0.681, alignment/train=0.136, uniformity/train=-3.29, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1: 53%|█████▎ | 249/469 [00:23<00:21, 10.38it/s, v_num=9, loss/train=0.681, alignment/train=0.136, uniformity/train=-3.29, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1: 53%|█████▎ | 249/469 [00:23<00:21, 10.38it/s, v_num=9, loss/train=0.683, alignment/train=0.106, uniformity/train=-3.24, contrastive_acc/train=0.953, loss/val=1.300]
Epoch 1: 53%|█████▎ | 250/469 [00:24<00:21, 10.38it/s, v_num=9, loss/train=0.683, alignment/train=0.106, uniformity/train=-3.24, contrastive_acc/train=0.953, loss/val=1.300]
Epoch 1: 53%|█████▎ | 250/469 [00:24<00:21, 10.38it/s, v_num=9, loss/train=0.595, alignment/train=0.110, uniformity/train=-3.26, contrastive_acc/train=0.977, loss/val=1.300]
Epoch 1: 54%|█████▎ | 251/469 [00:24<00:20, 10.39it/s, v_num=9, loss/train=0.595, alignment/train=0.110, uniformity/train=-3.26, contrastive_acc/train=0.977, loss/val=1.300]
Epoch 1: 54%|█████▎ | 251/469 [00:24<00:20, 10.39it/s, v_num=9, loss/train=0.659, alignment/train=0.119, uniformity/train=-3.29, contrastive_acc/train=0.980, loss/val=1.300]
Epoch 1: 54%|█████▎ | 252/469 [00:24<00:20, 10.41it/s, v_num=9, loss/train=0.659, alignment/train=0.119, uniformity/train=-3.29, contrastive_acc/train=0.980, loss/val=1.300]
Epoch 1: 54%|█████▎ | 252/469 [00:24<00:20, 10.41it/s, v_num=9, loss/train=0.704, alignment/train=0.111, uniformity/train=-3.27, contrastive_acc/train=0.961, loss/val=1.300]
Epoch 1: 54%|█████▍ | 253/469 [00:24<00:20, 10.42it/s, v_num=9, loss/train=0.704, alignment/train=0.111, uniformity/train=-3.27, contrastive_acc/train=0.961, loss/val=1.300]
Epoch 1: 54%|█████▍ | 253/469 [00:24<00:20, 10.42it/s, v_num=9, loss/train=0.648, alignment/train=0.133, uniformity/train=-3.30, contrastive_acc/train=0.953, loss/val=1.300]
Epoch 1: 54%|█████▍ | 254/469 [00:24<00:20, 10.42it/s, v_num=9, loss/train=0.648, alignment/train=0.133, uniformity/train=-3.30, contrastive_acc/train=0.953, loss/val=1.300]
Epoch 1: 54%|█████▍ | 254/469 [00:24<00:20, 10.42it/s, v_num=9, loss/train=0.659, alignment/train=0.122, uniformity/train=-3.27, contrastive_acc/train=0.961, loss/val=1.300]
Epoch 1: 54%|█████▍ | 255/469 [00:24<00:20, 10.39it/s, v_num=9, loss/train=0.659, alignment/train=0.122, uniformity/train=-3.27, contrastive_acc/train=0.961, loss/val=1.300]
Epoch 1: 54%|█████▍ | 255/469 [00:24<00:20, 10.39it/s, v_num=9, loss/train=0.655, alignment/train=0.117, uniformity/train=-3.31, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1: 55%|█████▍ | 256/469 [00:24<00:20, 10.40it/s, v_num=9, loss/train=0.655, alignment/train=0.117, uniformity/train=-3.31, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1: 55%|█████▍ | 256/469 [00:24<00:20, 10.40it/s, v_num=9, loss/train=0.677, alignment/train=0.125, uniformity/train=-3.32, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1: 55%|█████▍ | 257/469 [00:24<00:20, 10.41it/s, v_num=9, loss/train=0.677, alignment/train=0.125, uniformity/train=-3.32, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1: 55%|█████▍ | 257/469 [00:24<00:20, 10.41it/s, v_num=9, loss/train=0.655, alignment/train=0.112, uniformity/train=-3.27, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1: 55%|█████▌ | 258/469 [00:24<00:20, 10.40it/s, v_num=9, loss/train=0.655, alignment/train=0.112, uniformity/train=-3.27, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1: 55%|█████▌ | 258/469 [00:24<00:20, 10.40it/s, v_num=9, loss/train=0.680, alignment/train=0.121, uniformity/train=-3.24, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1: 55%|█████▌ | 259/469 [00:24<00:20, 10.41it/s, v_num=9, loss/train=0.680, alignment/train=0.121, uniformity/train=-3.24, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1: 55%|█████▌ | 259/469 [00:24<00:20, 10.41it/s, v_num=9, loss/train=0.655, alignment/train=0.123, uniformity/train=-3.25, contrastive_acc/train=0.949, loss/val=1.300]
Epoch 1: 55%|█████▌ | 260/469 [00:24<00:20, 10.42it/s, v_num=9, loss/train=0.655, alignment/train=0.123, uniformity/train=-3.25, contrastive_acc/train=0.949, loss/val=1.300]
Epoch 1: 55%|█████▌ | 260/469 [00:24<00:20, 10.42it/s, v_num=9, loss/train=0.632, alignment/train=0.117, uniformity/train=-3.28, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1: 56%|█████▌ | 261/469 [00:25<00:19, 10.42it/s, v_num=9, loss/train=0.632, alignment/train=0.117, uniformity/train=-3.28, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1: 56%|█████▌ | 261/469 [00:25<00:19, 10.42it/s, v_num=9, loss/train=0.609, alignment/train=0.114, uniformity/train=-3.24, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1: 56%|█████▌ | 262/469 [00:25<00:19, 10.41it/s, v_num=9, loss/train=0.609, alignment/train=0.114, uniformity/train=-3.24, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1: 56%|█████▌ | 262/469 [00:25<00:19, 10.41it/s, v_num=9, loss/train=0.642, alignment/train=0.125, uniformity/train=-3.28, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1: 56%|█████▌ | 263/469 [00:25<00:19, 10.41it/s, v_num=9, loss/train=0.642, alignment/train=0.125, uniformity/train=-3.28, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1: 56%|█████▌ | 263/469 [00:25<00:19, 10.41it/s, v_num=9, loss/train=0.576, alignment/train=0.0982, uniformity/train=-3.33, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1: 56%|█████▋ | 264/469 [00:25<00:19, 10.43it/s, v_num=9, loss/train=0.576, alignment/train=0.0982, uniformity/train=-3.33, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1: 56%|█████▋ | 264/469 [00:25<00:19, 10.43it/s, v_num=9, loss/train=0.606, alignment/train=0.112, uniformity/train=-3.29, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1: 57%|█████▋ | 265/469 [00:25<00:19, 10.44it/s, v_num=9, loss/train=0.606, alignment/train=0.112, uniformity/train=-3.29, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1: 57%|█████▋ | 265/469 [00:25<00:19, 10.44it/s, v_num=9, loss/train=0.727, alignment/train=0.137, uniformity/train=-3.23, contrastive_acc/train=0.934, loss/val=1.300]
Epoch 1: 57%|█████▋ | 266/469 [00:25<00:19, 10.44it/s, v_num=9, loss/train=0.727, alignment/train=0.137, uniformity/train=-3.23, contrastive_acc/train=0.934, loss/val=1.300]
Epoch 1: 57%|█████▋ | 266/469 [00:25<00:19, 10.44it/s, v_num=9, loss/train=0.720, alignment/train=0.123, uniformity/train=-3.23, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1: 57%|█████▋ | 267/469 [00:25<00:19, 10.42it/s, v_num=9, loss/train=0.720, alignment/train=0.123, uniformity/train=-3.23, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1: 57%|█████▋ | 267/469 [00:25<00:19, 10.42it/s, v_num=9, loss/train=0.665, alignment/train=0.120, uniformity/train=-3.30, contrastive_acc/train=0.953, loss/val=1.300]
Epoch 1: 57%|█████▋ | 268/469 [00:25<00:19, 10.44it/s, v_num=9, loss/train=0.665, alignment/train=0.120, uniformity/train=-3.30, contrastive_acc/train=0.953, loss/val=1.300]
Epoch 1: 57%|█████▋ | 268/469 [00:25<00:19, 10.44it/s, v_num=9, loss/train=0.642, alignment/train=0.128, uniformity/train=-3.27, contrastive_acc/train=0.945, loss/val=1.300]
Epoch 1: 57%|█████▋ | 269/469 [00:25<00:19, 10.42it/s, v_num=9, loss/train=0.642, alignment/train=0.128, uniformity/train=-3.27, contrastive_acc/train=0.945, loss/val=1.300]
Epoch 1: 57%|█████▋ | 269/469 [00:25<00:19, 10.42it/s, v_num=9, loss/train=0.786, alignment/train=0.104, uniformity/train=-3.15, contrastive_acc/train=0.949, loss/val=1.300]
Epoch 1: 58%|█████▊ | 270/469 [00:25<00:19, 10.43it/s, v_num=9, loss/train=0.786, alignment/train=0.104, uniformity/train=-3.15, contrastive_acc/train=0.949, loss/val=1.300]
Epoch 1: 58%|█████▊ | 270/469 [00:25<00:19, 10.43it/s, v_num=9, loss/train=0.673, alignment/train=0.129, uniformity/train=-3.26, contrastive_acc/train=0.949, loss/val=1.300]
Epoch 1: 58%|█████▊ | 271/469 [00:25<00:18, 10.44it/s, v_num=9, loss/train=0.673, alignment/train=0.129, uniformity/train=-3.26, contrastive_acc/train=0.949, loss/val=1.300]
Epoch 1: 58%|█████▊ | 271/469 [00:25<00:18, 10.44it/s, v_num=9, loss/train=0.587, alignment/train=0.107, uniformity/train=-3.26, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1: 58%|█████▊ | 272/469 [00:26<00:18, 10.44it/s, v_num=9, loss/train=0.587, alignment/train=0.107, uniformity/train=-3.26, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1: 58%|█████▊ | 272/469 [00:26<00:18, 10.44it/s, v_num=9, loss/train=0.729, alignment/train=0.129, uniformity/train=-3.23, contrastive_acc/train=0.949, loss/val=1.300]
Epoch 1: 58%|█████▊ | 273/469 [00:26<00:18, 10.45it/s, v_num=9, loss/train=0.729, alignment/train=0.129, uniformity/train=-3.23, contrastive_acc/train=0.949, loss/val=1.300]
Epoch 1: 58%|█████▊ | 273/469 [00:26<00:18, 10.45it/s, v_num=9, loss/train=0.653, alignment/train=0.123, uniformity/train=-3.27, contrastive_acc/train=0.977, loss/val=1.300]
Epoch 1: 58%|█████▊ | 274/469 [00:26<00:18, 10.45it/s, v_num=9, loss/train=0.653, alignment/train=0.123, uniformity/train=-3.27, contrastive_acc/train=0.977, loss/val=1.300]
Epoch 1: 58%|█████▊ | 274/469 [00:26<00:18, 10.45it/s, v_num=9, loss/train=0.668, alignment/train=0.112, uniformity/train=-3.20, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1: 59%|█████▊ | 275/469 [00:26<00:18, 10.44it/s, v_num=9, loss/train=0.668, alignment/train=0.112, uniformity/train=-3.20, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1: 59%|█████▊ | 275/469 [00:26<00:18, 10.44it/s, v_num=9, loss/train=0.571, alignment/train=0.108, uniformity/train=-3.29, contrastive_acc/train=0.980, loss/val=1.300]
Epoch 1: 59%|█████▉ | 276/469 [00:26<00:18, 10.45it/s, v_num=9, loss/train=0.571, alignment/train=0.108, uniformity/train=-3.29, contrastive_acc/train=0.980, loss/val=1.300]
Epoch 1: 59%|█████▉ | 276/469 [00:26<00:18, 10.45it/s, v_num=9, loss/train=0.699, alignment/train=0.117, uniformity/train=-3.15, contrastive_acc/train=0.953, loss/val=1.300]
Epoch 1: 59%|█████▉ | 277/469 [00:26<00:18, 10.45it/s, v_num=9, loss/train=0.699, alignment/train=0.117, uniformity/train=-3.15, contrastive_acc/train=0.953, loss/val=1.300]
Epoch 1: 59%|█████▉ | 277/469 [00:26<00:18, 10.45it/s, v_num=9, loss/train=0.737, alignment/train=0.140, uniformity/train=-3.27, contrastive_acc/train=0.945, loss/val=1.300]
Epoch 1: 59%|█████▉ | 278/469 [00:26<00:18, 10.45it/s, v_num=9, loss/train=0.737, alignment/train=0.140, uniformity/train=-3.27, contrastive_acc/train=0.945, loss/val=1.300]
Epoch 1: 59%|█████▉ | 278/469 [00:26<00:18, 10.45it/s, v_num=9, loss/train=0.580, alignment/train=0.105, uniformity/train=-3.32, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1: 59%|█████▉ | 279/469 [00:26<00:18, 10.45it/s, v_num=9, loss/train=0.580, alignment/train=0.105, uniformity/train=-3.32, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1: 59%|█████▉ | 279/469 [00:26<00:18, 10.45it/s, v_num=9, loss/train=0.699, alignment/train=0.127, uniformity/train=-3.22, contrastive_acc/train=0.961, loss/val=1.300]
Epoch 1: 60%|█████▉ | 280/469 [00:26<00:18, 10.44it/s, v_num=9, loss/train=0.699, alignment/train=0.127, uniformity/train=-3.22, contrastive_acc/train=0.961, loss/val=1.300]
Epoch 1: 60%|█████▉ | 280/469 [00:26<00:18, 10.44it/s, v_num=9, loss/train=0.745, alignment/train=0.133, uniformity/train=-3.22, contrastive_acc/train=0.938, loss/val=1.300]
Epoch 1: 60%|█████▉ | 281/469 [00:26<00:17, 10.45it/s, v_num=9, loss/train=0.745, alignment/train=0.133, uniformity/train=-3.22, contrastive_acc/train=0.938, loss/val=1.300]
Epoch 1: 60%|█████▉ | 281/469 [00:26<00:17, 10.45it/s, v_num=9, loss/train=0.613, alignment/train=0.108, uniformity/train=-3.30, contrastive_acc/train=0.961, loss/val=1.300]
Epoch 1: 60%|██████ | 282/469 [00:26<00:17, 10.46it/s, v_num=9, loss/train=0.613, alignment/train=0.108, uniformity/train=-3.30, contrastive_acc/train=0.961, loss/val=1.300]
Epoch 1: 60%|██████ | 282/469 [00:26<00:17, 10.46it/s, v_num=9, loss/train=0.673, alignment/train=0.117, uniformity/train=-3.27, contrastive_acc/train=0.961, loss/val=1.300]
Epoch 1: 60%|██████ | 283/469 [00:27<00:17, 10.46it/s, v_num=9, loss/train=0.673, alignment/train=0.117, uniformity/train=-3.27, contrastive_acc/train=0.961, loss/val=1.300]
Epoch 1: 60%|██████ | 283/469 [00:27<00:17, 10.46it/s, v_num=9, loss/train=0.693, alignment/train=0.108, uniformity/train=-3.24, contrastive_acc/train=0.949, loss/val=1.300]
Epoch 1: 61%|██████ | 284/469 [00:27<00:17, 10.47it/s, v_num=9, loss/train=0.693, alignment/train=0.108, uniformity/train=-3.24, contrastive_acc/train=0.949, loss/val=1.300]
Epoch 1: 61%|██████ | 284/469 [00:27<00:17, 10.47it/s, v_num=9, loss/train=0.671, alignment/train=0.0997, uniformity/train=-3.13, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1: 61%|██████ | 285/469 [00:27<00:17, 10.47it/s, v_num=9, loss/train=0.671, alignment/train=0.0997, uniformity/train=-3.13, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1: 61%|██████ | 285/469 [00:27<00:17, 10.47it/s, v_num=9, loss/train=0.586, alignment/train=0.0981, uniformity/train=-3.32, contrastive_acc/train=0.992, loss/val=1.300]
Epoch 1: 61%|██████ | 286/469 [00:27<00:17, 10.48it/s, v_num=9, loss/train=0.586, alignment/train=0.0981, uniformity/train=-3.32, contrastive_acc/train=0.992, loss/val=1.300]
Epoch 1: 61%|██████ | 286/469 [00:27<00:17, 10.48it/s, v_num=9, loss/train=0.713, alignment/train=0.121, uniformity/train=-3.23, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1: 61%|██████ | 287/469 [00:27<00:17, 10.48it/s, v_num=9, loss/train=0.713, alignment/train=0.121, uniformity/train=-3.23, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1: 61%|██████ | 287/469 [00:27<00:17, 10.48it/s, v_num=9, loss/train=0.744, alignment/train=0.122, uniformity/train=-3.18, contrastive_acc/train=0.945, loss/val=1.300]
Epoch 1: 61%|██████▏ | 288/469 [00:27<00:17, 10.45it/s, v_num=9, loss/train=0.744, alignment/train=0.122, uniformity/train=-3.18, contrastive_acc/train=0.945, loss/val=1.300]
Epoch 1: 61%|██████▏ | 288/469 [00:27<00:17, 10.45it/s, v_num=9, loss/train=0.603, alignment/train=0.110, uniformity/train=-3.31, contrastive_acc/train=0.977, loss/val=1.300]
Epoch 1: 62%|██████▏ | 289/469 [00:27<00:17, 10.46it/s, v_num=9, loss/train=0.603, alignment/train=0.110, uniformity/train=-3.31, contrastive_acc/train=0.977, loss/val=1.300]
Epoch 1: 62%|██████▏ | 289/469 [00:27<00:17, 10.46it/s, v_num=9, loss/train=0.603, alignment/train=0.117, uniformity/train=-3.32, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1: 62%|██████▏ | 290/469 [00:27<00:17, 10.48it/s, v_num=9, loss/train=0.603, alignment/train=0.117, uniformity/train=-3.32, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1: 62%|██████▏ | 290/469 [00:27<00:17, 10.48it/s, v_num=9, loss/train=0.742, alignment/train=0.138, uniformity/train=-3.24, contrastive_acc/train=0.949, loss/val=1.300]
Epoch 1: 62%|██████▏ | 291/469 [00:27<00:16, 10.47it/s, v_num=9, loss/train=0.742, alignment/train=0.138, uniformity/train=-3.24, contrastive_acc/train=0.949, loss/val=1.300]
Epoch 1: 62%|██████▏ | 291/469 [00:27<00:16, 10.47it/s, v_num=9, loss/train=0.627, alignment/train=0.122, uniformity/train=-3.30, contrastive_acc/train=0.945, loss/val=1.300]
Epoch 1: 62%|██████▏ | 292/469 [00:27<00:16, 10.49it/s, v_num=9, loss/train=0.627, alignment/train=0.122, uniformity/train=-3.30, contrastive_acc/train=0.945, loss/val=1.300]
Epoch 1: 62%|██████▏ | 292/469 [00:27<00:16, 10.48it/s, v_num=9, loss/train=0.621, alignment/train=0.107, uniformity/train=-3.27, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1: 62%|██████▏ | 293/469 [00:27<00:16, 10.47it/s, v_num=9, loss/train=0.621, alignment/train=0.107, uniformity/train=-3.27, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1: 62%|██████▏ | 293/469 [00:27<00:16, 10.47it/s, v_num=9, loss/train=0.593, alignment/train=0.121, uniformity/train=-3.31, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1: 63%|██████▎ | 294/469 [00:28<00:16, 10.48it/s, v_num=9, loss/train=0.593, alignment/train=0.121, uniformity/train=-3.31, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1: 63%|██████▎ | 294/469 [00:28<00:16, 10.48it/s, v_num=9, loss/train=0.651, alignment/train=0.114, uniformity/train=-3.26, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1: 63%|██████▎ | 295/469 [00:28<00:16, 10.48it/s, v_num=9, loss/train=0.651, alignment/train=0.114, uniformity/train=-3.26, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1: 63%|██████▎ | 295/469 [00:28<00:16, 10.48it/s, v_num=9, loss/train=0.750, alignment/train=0.122, uniformity/train=-3.25, contrastive_acc/train=0.949, loss/val=1.300]
Epoch 1: 63%|██████▎ | 296/469 [00:28<00:16, 10.48it/s, v_num=9, loss/train=0.750, alignment/train=0.122, uniformity/train=-3.25, contrastive_acc/train=0.949, loss/val=1.300]
Epoch 1: 63%|██████▎ | 296/469 [00:28<00:16, 10.48it/s, v_num=9, loss/train=0.632, alignment/train=0.118, uniformity/train=-3.30, contrastive_acc/train=0.980, loss/val=1.300]
Epoch 1: 63%|██████▎ | 297/469 [00:28<00:16, 10.48it/s, v_num=9, loss/train=0.632, alignment/train=0.118, uniformity/train=-3.30, contrastive_acc/train=0.980, loss/val=1.300]
Epoch 1: 63%|██████▎ | 297/469 [00:28<00:16, 10.48it/s, v_num=9, loss/train=0.670, alignment/train=0.117, uniformity/train=-3.29, contrastive_acc/train=0.945, loss/val=1.300]
Epoch 1: 64%|██████▎ | 298/469 [00:28<00:16, 10.49it/s, v_num=9, loss/train=0.670, alignment/train=0.117, uniformity/train=-3.29, contrastive_acc/train=0.945, loss/val=1.300]
Epoch 1: 64%|██████▎ | 298/469 [00:28<00:16, 10.48it/s, v_num=9, loss/train=0.693, alignment/train=0.138, uniformity/train=-3.29, contrastive_acc/train=0.945, loss/val=1.300]
Epoch 1: 64%|██████▍ | 299/469 [00:28<00:16, 10.49it/s, v_num=9, loss/train=0.693, alignment/train=0.138, uniformity/train=-3.29, contrastive_acc/train=0.945, loss/val=1.300]
Epoch 1: 64%|██████▍ | 299/469 [00:28<00:16, 10.49it/s, v_num=9, loss/train=0.615, alignment/train=0.123, uniformity/train=-3.33, contrastive_acc/train=0.977, loss/val=1.300]
Epoch 1: 64%|██████▍ | 300/469 [00:28<00:16, 10.49it/s, v_num=9, loss/train=0.615, alignment/train=0.123, uniformity/train=-3.33, contrastive_acc/train=0.977, loss/val=1.300]
Epoch 1: 64%|██████▍ | 300/469 [00:28<00:16, 10.49it/s, v_num=9, loss/train=0.606, alignment/train=0.117, uniformity/train=-3.31, contrastive_acc/train=0.977, loss/val=1.300]
Epoch 1: 64%|██████▍ | 301/469 [00:28<00:15, 10.50it/s, v_num=9, loss/train=0.606, alignment/train=0.117, uniformity/train=-3.31, contrastive_acc/train=0.977, loss/val=1.300]
Epoch 1: 64%|██████▍ | 301/469 [00:28<00:15, 10.50it/s, v_num=9, loss/train=0.687, alignment/train=0.134, uniformity/train=-3.29, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1: 64%|██████▍ | 302/469 [00:28<00:15, 10.50it/s, v_num=9, loss/train=0.687, alignment/train=0.134, uniformity/train=-3.29, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1: 64%|██████▍ | 302/469 [00:28<00:15, 10.50it/s, v_num=9, loss/train=0.669, alignment/train=0.117, uniformity/train=-3.20, contrastive_acc/train=0.984, loss/val=1.300]
Epoch 1: 65%|██████▍ | 303/469 [00:28<00:15, 10.48it/s, v_num=9, loss/train=0.669, alignment/train=0.117, uniformity/train=-3.20, contrastive_acc/train=0.984, loss/val=1.300]
Epoch 1: 65%|██████▍ | 303/469 [00:28<00:15, 10.48it/s, v_num=9, loss/train=0.619, alignment/train=0.116, uniformity/train=-3.30, contrastive_acc/train=0.977, loss/val=1.300]
Epoch 1: 65%|██████▍ | 304/469 [00:28<00:15, 10.50it/s, v_num=9, loss/train=0.619, alignment/train=0.116, uniformity/train=-3.30, contrastive_acc/train=0.977, loss/val=1.300]
Epoch 1: 65%|██████▍ | 304/469 [00:28<00:15, 10.50it/s, v_num=9, loss/train=0.588, alignment/train=0.118, uniformity/train=-3.33, contrastive_acc/train=0.953, loss/val=1.300]
Epoch 1: 65%|██████▌ | 305/469 [00:29<00:15, 10.50it/s, v_num=9, loss/train=0.588, alignment/train=0.118, uniformity/train=-3.33, contrastive_acc/train=0.953, loss/val=1.300]
Epoch 1: 65%|██████▌ | 305/469 [00:29<00:15, 10.50it/s, v_num=9, loss/train=0.670, alignment/train=0.122, uniformity/train=-3.26, contrastive_acc/train=0.953, loss/val=1.300]
Epoch 1: 65%|██████▌ | 306/469 [00:29<00:15, 10.51it/s, v_num=9, loss/train=0.670, alignment/train=0.122, uniformity/train=-3.26, contrastive_acc/train=0.953, loss/val=1.300]
Epoch 1: 65%|██████▌ | 306/469 [00:29<00:15, 10.51it/s, v_num=9, loss/train=0.608, alignment/train=0.111, uniformity/train=-3.25, contrastive_acc/train=0.984, loss/val=1.300]
Epoch 1: 65%|██████▌ | 307/469 [00:29<00:15, 10.52it/s, v_num=9, loss/train=0.608, alignment/train=0.111, uniformity/train=-3.25, contrastive_acc/train=0.984, loss/val=1.300]
Epoch 1: 65%|██████▌ | 307/469 [00:29<00:15, 10.52it/s, v_num=9, loss/train=0.590, alignment/train=0.111, uniformity/train=-3.33, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1: 66%|██████▌ | 308/469 [00:29<00:15, 10.50it/s, v_num=9, loss/train=0.590, alignment/train=0.111, uniformity/train=-3.33, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1: 66%|██████▌ | 308/469 [00:29<00:15, 10.50it/s, v_num=9, loss/train=0.635, alignment/train=0.110, uniformity/train=-3.25, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1: 66%|██████▌ | 309/469 [00:29<00:15, 10.49it/s, v_num=9, loss/train=0.635, alignment/train=0.110, uniformity/train=-3.25, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1: 66%|██████▌ | 309/469 [00:29<00:15, 10.49it/s, v_num=9, loss/train=0.652, alignment/train=0.124, uniformity/train=-3.26, contrastive_acc/train=0.961, loss/val=1.300]
Epoch 1: 66%|██████▌ | 310/469 [00:29<00:15, 10.51it/s, v_num=9, loss/train=0.652, alignment/train=0.124, uniformity/train=-3.26, contrastive_acc/train=0.961, loss/val=1.300]
Epoch 1: 66%|██████▌ | 310/469 [00:29<00:15, 10.51it/s, v_num=9, loss/train=0.739, alignment/train=0.127, uniformity/train=-3.27, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1: 66%|██████▋ | 311/469 [00:29<00:15, 10.52it/s, v_num=9, loss/train=0.739, alignment/train=0.127, uniformity/train=-3.27, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1: 66%|██████▋ | 311/469 [00:29<00:15, 10.52it/s, v_num=9, loss/train=0.600, alignment/train=0.112, uniformity/train=-3.29, contrastive_acc/train=0.988, loss/val=1.300]
Epoch 1: 67%|██████▋ | 312/469 [00:29<00:14, 10.51it/s, v_num=9, loss/train=0.600, alignment/train=0.112, uniformity/train=-3.29, contrastive_acc/train=0.988, loss/val=1.300]
Epoch 1: 67%|██████▋ | 312/469 [00:29<00:14, 10.51it/s, v_num=9, loss/train=0.630, alignment/train=0.134, uniformity/train=-3.32, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1: 67%|██████▋ | 313/469 [00:29<00:14, 10.51it/s, v_num=9, loss/train=0.630, alignment/train=0.134, uniformity/train=-3.32, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1: 67%|██████▋ | 313/469 [00:29<00:14, 10.51it/s, v_num=9, loss/train=0.617, alignment/train=0.118, uniformity/train=-3.28, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1: 67%|██████▋ | 314/469 [00:29<00:14, 10.51it/s, v_num=9, loss/train=0.617, alignment/train=0.118, uniformity/train=-3.28, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1: 67%|██████▋ | 314/469 [00:29<00:14, 10.51it/s, v_num=9, loss/train=0.622, alignment/train=0.108, uniformity/train=-3.26, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1: 67%|██████▋ | 315/469 [00:29<00:14, 10.51it/s, v_num=9, loss/train=0.622, alignment/train=0.108, uniformity/train=-3.26, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1: 67%|██████▋ | 315/469 [00:29<00:14, 10.51it/s, v_num=9, loss/train=0.672, alignment/train=0.135, uniformity/train=-3.30, contrastive_acc/train=0.977, loss/val=1.300]
Epoch 1: 67%|██████▋ | 316/469 [00:30<00:14, 10.52it/s, v_num=9, loss/train=0.672, alignment/train=0.135, uniformity/train=-3.30, contrastive_acc/train=0.977, loss/val=1.300]
Epoch 1: 67%|██████▋ | 316/469 [00:30<00:14, 10.52it/s, v_num=9, loss/train=0.583, alignment/train=0.106, uniformity/train=-3.30, contrastive_acc/train=0.961, loss/val=1.300]
Epoch 1: 68%|██████▊ | 317/469 [00:30<00:14, 10.54it/s, v_num=9, loss/train=0.583, alignment/train=0.106, uniformity/train=-3.30, contrastive_acc/train=0.961, loss/val=1.300]
Epoch 1: 68%|██████▊ | 317/469 [00:30<00:14, 10.54it/s, v_num=9, loss/train=0.617, alignment/train=0.105, uniformity/train=-3.29, contrastive_acc/train=0.977, loss/val=1.300]
Epoch 1: 68%|██████▊ | 318/469 [00:30<00:14, 10.51it/s, v_num=9, loss/train=0.617, alignment/train=0.105, uniformity/train=-3.29, contrastive_acc/train=0.977, loss/val=1.300]
Epoch 1: 68%|██████▊ | 318/469 [00:30<00:14, 10.51it/s, v_num=9, loss/train=0.584, alignment/train=0.113, uniformity/train=-3.30, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1: 68%|██████▊ | 319/469 [00:30<00:14, 10.52it/s, v_num=9, loss/train=0.584, alignment/train=0.113, uniformity/train=-3.30, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1: 68%|██████▊ | 319/469 [00:30<00:14, 10.52it/s, v_num=9, loss/train=0.611, alignment/train=0.103, uniformity/train=-3.26, contrastive_acc/train=0.980, loss/val=1.300]
Epoch 1: 68%|██████▊ | 320/469 [00:30<00:14, 10.52it/s, v_num=9, loss/train=0.611, alignment/train=0.103, uniformity/train=-3.26, contrastive_acc/train=0.980, loss/val=1.300]
Epoch 1: 68%|██████▊ | 320/469 [00:30<00:14, 10.52it/s, v_num=9, loss/train=0.686, alignment/train=0.128, uniformity/train=-3.27, contrastive_acc/train=0.949, loss/val=1.300]
Epoch 1: 68%|██████▊ | 321/469 [00:30<00:14, 10.53it/s, v_num=9, loss/train=0.686, alignment/train=0.128, uniformity/train=-3.27, contrastive_acc/train=0.949, loss/val=1.300]
Epoch 1: 68%|██████▊ | 321/469 [00:30<00:14, 10.53it/s, v_num=9, loss/train=0.599, alignment/train=0.120, uniformity/train=-3.29, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1: 69%|██████▊ | 322/469 [00:30<00:13, 10.54it/s, v_num=9, loss/train=0.599, alignment/train=0.120, uniformity/train=-3.29, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1: 69%|██████▊ | 322/469 [00:30<00:13, 10.54it/s, v_num=9, loss/train=0.701, alignment/train=0.122, uniformity/train=-3.27, contrastive_acc/train=0.953, loss/val=1.300]
Epoch 1: 69%|██████▉ | 323/469 [00:30<00:13, 10.54it/s, v_num=9, loss/train=0.701, alignment/train=0.122, uniformity/train=-3.27, contrastive_acc/train=0.953, loss/val=1.300]
Epoch 1: 69%|██████▉ | 323/469 [00:30<00:13, 10.54it/s, v_num=9, loss/train=0.668, alignment/train=0.114, uniformity/train=-3.26, contrastive_acc/train=0.949, loss/val=1.300]
Epoch 1: 69%|██████▉ | 324/469 [00:30<00:13, 10.55it/s, v_num=9, loss/train=0.668, alignment/train=0.114, uniformity/train=-3.26, contrastive_acc/train=0.949, loss/val=1.300]
Epoch 1: 69%|██████▉ | 324/469 [00:30<00:13, 10.55it/s, v_num=9, loss/train=0.742, alignment/train=0.124, uniformity/train=-3.24, contrastive_acc/train=0.961, loss/val=1.300]
Epoch 1: 69%|██████▉ | 325/469 [00:30<00:13, 10.56it/s, v_num=9, loss/train=0.742, alignment/train=0.124, uniformity/train=-3.24, contrastive_acc/train=0.961, loss/val=1.300]
Epoch 1: 69%|██████▉ | 325/469 [00:30<00:13, 10.56it/s, v_num=9, loss/train=0.659, alignment/train=0.130, uniformity/train=-3.29, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1: 70%|██████▉ | 326/469 [00:30<00:13, 10.57it/s, v_num=9, loss/train=0.659, alignment/train=0.130, uniformity/train=-3.29, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1: 70%|██████▉ | 326/469 [00:30<00:13, 10.57it/s, v_num=9, loss/train=0.572, alignment/train=0.111, uniformity/train=-3.33, contrastive_acc/train=0.984, loss/val=1.300]
Epoch 1: 70%|██████▉ | 327/469 [00:30<00:13, 10.56it/s, v_num=9, loss/train=0.572, alignment/train=0.111, uniformity/train=-3.33, contrastive_acc/train=0.984, loss/val=1.300]
Epoch 1: 70%|██████▉ | 327/469 [00:30<00:13, 10.56it/s, v_num=9, loss/train=0.613, alignment/train=0.118, uniformity/train=-3.33, contrastive_acc/train=0.977, loss/val=1.300]
Epoch 1: 70%|██████▉ | 328/469 [00:31<00:13, 10.55it/s, v_num=9, loss/train=0.613, alignment/train=0.118, uniformity/train=-3.33, contrastive_acc/train=0.977, loss/val=1.300]
Epoch 1: 70%|██████▉ | 328/469 [00:31<00:13, 10.55it/s, v_num=9, loss/train=0.682, alignment/train=0.131, uniformity/train=-3.25, contrastive_acc/train=0.961, loss/val=1.300]
Epoch 1: 70%|███████ | 329/469 [00:31<00:13, 10.56it/s, v_num=9, loss/train=0.682, alignment/train=0.131, uniformity/train=-3.25, contrastive_acc/train=0.961, loss/val=1.300]
Epoch 1: 70%|███████ | 329/469 [00:31<00:13, 10.56it/s, v_num=9, loss/train=0.645, alignment/train=0.111, uniformity/train=-3.28, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1: 70%|███████ | 330/469 [00:31<00:13, 10.56it/s, v_num=9, loss/train=0.645, alignment/train=0.111, uniformity/train=-3.28, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1: 70%|███████ | 330/469 [00:31<00:13, 10.56it/s, v_num=9, loss/train=0.703, alignment/train=0.135, uniformity/train=-3.28, contrastive_acc/train=0.949, loss/val=1.300]
Epoch 1: 71%|███████ | 331/469 [00:31<00:13, 10.53it/s, v_num=9, loss/train=0.703, alignment/train=0.135, uniformity/train=-3.28, contrastive_acc/train=0.949, loss/val=1.300]
Epoch 1: 71%|███████ | 331/469 [00:31<00:13, 10.53it/s, v_num=9, loss/train=0.572, alignment/train=0.104, uniformity/train=-3.29, contrastive_acc/train=0.988, loss/val=1.300]
Epoch 1: 71%|███████ | 332/469 [00:31<00:13, 10.53it/s, v_num=9, loss/train=0.572, alignment/train=0.104, uniformity/train=-3.29, contrastive_acc/train=0.988, loss/val=1.300]
Epoch 1: 71%|███████ | 332/469 [00:31<00:13, 10.53it/s, v_num=9, loss/train=0.561, alignment/train=0.125, uniformity/train=-3.32, contrastive_acc/train=0.977, loss/val=1.300]
Epoch 1: 71%|███████ | 333/469 [00:31<00:12, 10.54it/s, v_num=9, loss/train=0.561, alignment/train=0.125, uniformity/train=-3.32, contrastive_acc/train=0.977, loss/val=1.300]
Epoch 1: 71%|███████ | 333/469 [00:31<00:12, 10.54it/s, v_num=9, loss/train=0.590, alignment/train=0.102, uniformity/train=-3.24, contrastive_acc/train=0.977, loss/val=1.300]
Epoch 1: 71%|███████ | 334/469 [00:31<00:12, 10.56it/s, v_num=9, loss/train=0.590, alignment/train=0.102, uniformity/train=-3.24, contrastive_acc/train=0.977, loss/val=1.300]
Epoch 1: 71%|███████ | 334/469 [00:31<00:12, 10.56it/s, v_num=9, loss/train=0.681, alignment/train=0.141, uniformity/train=-3.29, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1: 71%|███████▏ | 335/469 [00:31<00:12, 10.55it/s, v_num=9, loss/train=0.681, alignment/train=0.141, uniformity/train=-3.29, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1: 71%|███████▏ | 335/469 [00:31<00:12, 10.55it/s, v_num=9, loss/train=0.603, alignment/train=0.101, uniformity/train=-3.28, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1: 72%|███████▏ | 336/469 [00:31<00:12, 10.54it/s, v_num=9, loss/train=0.603, alignment/train=0.101, uniformity/train=-3.28, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1: 72%|███████▏ | 336/469 [00:31<00:12, 10.54it/s, v_num=9, loss/train=0.672, alignment/train=0.118, uniformity/train=-3.26, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1: 72%|███████▏ | 337/469 [00:31<00:12, 10.55it/s, v_num=9, loss/train=0.672, alignment/train=0.118, uniformity/train=-3.26, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1: 72%|███████▏ | 337/469 [00:31<00:12, 10.55it/s, v_num=9, loss/train=0.580, alignment/train=0.102, uniformity/train=-3.29, contrastive_acc/train=0.984, loss/val=1.300]
Epoch 1: 72%|███████▏ | 338/469 [00:32<00:12, 10.56it/s, v_num=9, loss/train=0.580, alignment/train=0.102, uniformity/train=-3.29, contrastive_acc/train=0.984, loss/val=1.300]
Epoch 1: 72%|███████▏ | 338/469 [00:32<00:12, 10.56it/s, v_num=9, loss/train=0.611, alignment/train=0.127, uniformity/train=-3.32, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1: 72%|███████▏ | 339/469 [00:32<00:12, 10.55it/s, v_num=9, loss/train=0.611, alignment/train=0.127, uniformity/train=-3.32, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1: 72%|███████▏ | 339/469 [00:32<00:12, 10.55it/s, v_num=9, loss/train=0.628, alignment/train=0.121, uniformity/train=-3.29, contrastive_acc/train=0.941, loss/val=1.300]
Epoch 1: 72%|███████▏ | 340/469 [00:32<00:12, 10.57it/s, v_num=9, loss/train=0.628, alignment/train=0.121, uniformity/train=-3.29, contrastive_acc/train=0.941, loss/val=1.300]
Epoch 1: 72%|███████▏ | 340/469 [00:32<00:12, 10.57it/s, v_num=9, loss/train=0.580, alignment/train=0.118, uniformity/train=-3.33, contrastive_acc/train=0.977, loss/val=1.300]
Epoch 1: 73%|███████▎ | 341/469 [00:32<00:12, 10.56it/s, v_num=9, loss/train=0.580, alignment/train=0.118, uniformity/train=-3.33, contrastive_acc/train=0.977, loss/val=1.300]
Epoch 1: 73%|███████▎ | 341/469 [00:32<00:12, 10.56it/s, v_num=9, loss/train=0.670, alignment/train=0.118, uniformity/train=-3.28, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1: 73%|███████▎ | 342/469 [00:32<00:12, 10.56it/s, v_num=9, loss/train=0.670, alignment/train=0.118, uniformity/train=-3.28, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1: 73%|███████▎ | 342/469 [00:32<00:12, 10.56it/s, v_num=9, loss/train=0.580, alignment/train=0.119, uniformity/train=-3.34, contrastive_acc/train=0.980, loss/val=1.300]
Epoch 1: 73%|███████▎ | 343/469 [00:32<00:11, 10.56it/s, v_num=9, loss/train=0.580, alignment/train=0.119, uniformity/train=-3.34, contrastive_acc/train=0.980, loss/val=1.300]
Epoch 1: 73%|███████▎ | 343/469 [00:32<00:11, 10.56it/s, v_num=9, loss/train=0.615, alignment/train=0.113, uniformity/train=-3.28, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1: 73%|███████▎ | 344/469 [00:32<00:11, 10.56it/s, v_num=9, loss/train=0.615, alignment/train=0.113, uniformity/train=-3.28, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1: 73%|███████▎ | 344/469 [00:32<00:11, 10.56it/s, v_num=9, loss/train=0.667, alignment/train=0.118, uniformity/train=-3.29, contrastive_acc/train=0.945, loss/val=1.300]
Epoch 1: 74%|███████▎ | 345/469 [00:32<00:11, 10.57it/s, v_num=9, loss/train=0.667, alignment/train=0.118, uniformity/train=-3.29, contrastive_acc/train=0.945, loss/val=1.300]
Epoch 1: 74%|███████▎ | 345/469 [00:32<00:11, 10.57it/s, v_num=9, loss/train=0.606, alignment/train=0.117, uniformity/train=-3.29, contrastive_acc/train=0.980, loss/val=1.300]
Epoch 1: 74%|███████▍ | 346/469 [00:32<00:11, 10.57it/s, v_num=9, loss/train=0.606, alignment/train=0.117, uniformity/train=-3.29, contrastive_acc/train=0.980, loss/val=1.300]
Epoch 1: 74%|███████▍ | 346/469 [00:32<00:11, 10.57it/s, v_num=9, loss/train=0.796, alignment/train=0.147, uniformity/train=-3.27, contrastive_acc/train=0.910, loss/val=1.300]
Epoch 1: 74%|███████▍ | 347/469 [00:32<00:11, 10.57it/s, v_num=9, loss/train=0.796, alignment/train=0.147, uniformity/train=-3.27, contrastive_acc/train=0.910, loss/val=1.300]
Epoch 1: 74%|███████▍ | 347/469 [00:32<00:11, 10.57it/s, v_num=9, loss/train=0.645, alignment/train=0.119, uniformity/train=-3.27, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1: 74%|███████▍ | 348/469 [00:32<00:11, 10.59it/s, v_num=9, loss/train=0.645, alignment/train=0.119, uniformity/train=-3.27, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1: 74%|███████▍ | 348/469 [00:32<00:11, 10.59it/s, v_num=9, loss/train=0.697, alignment/train=0.107, uniformity/train=-3.21, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1: 74%|███████▍ | 349/469 [00:33<00:11, 10.57it/s, v_num=9, loss/train=0.697, alignment/train=0.107, uniformity/train=-3.21, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1: 74%|███████▍ | 349/469 [00:33<00:11, 10.57it/s, v_num=9, loss/train=0.626, alignment/train=0.118, uniformity/train=-3.30, contrastive_acc/train=0.961, loss/val=1.300]
Epoch 1: 75%|███████▍ | 350/469 [00:33<00:11, 10.59it/s, v_num=9, loss/train=0.626, alignment/train=0.118, uniformity/train=-3.30, contrastive_acc/train=0.961, loss/val=1.300]
Epoch 1: 75%|███████▍ | 350/469 [00:33<00:11, 10.59it/s, v_num=9, loss/train=0.542, alignment/train=0.110, uniformity/train=-3.32, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1: 75%|███████▍ | 351/469 [00:33<00:11, 10.58it/s, v_num=9, loss/train=0.542, alignment/train=0.110, uniformity/train=-3.32, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1: 75%|███████▍ | 351/469 [00:33<00:11, 10.58it/s, v_num=9, loss/train=0.615, alignment/train=0.109, uniformity/train=-3.31, contrastive_acc/train=0.961, loss/val=1.300]
Epoch 1: 75%|███████▌ | 352/469 [00:33<00:11, 10.58it/s, v_num=9, loss/train=0.615, alignment/train=0.109, uniformity/train=-3.31, contrastive_acc/train=0.961, loss/val=1.300]
Epoch 1: 75%|███████▌ | 352/469 [00:33<00:11, 10.58it/s, v_num=9, loss/train=0.643, alignment/train=0.0971, uniformity/train=-3.26, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1: 75%|███████▌ | 353/469 [00:33<00:10, 10.58it/s, v_num=9, loss/train=0.643, alignment/train=0.0971, uniformity/train=-3.26, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1: 75%|███████▌ | 353/469 [00:33<00:10, 10.58it/s, v_num=9, loss/train=0.597, alignment/train=0.125, uniformity/train=-3.28, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1: 75%|███████▌ | 354/469 [00:33<00:10, 10.58it/s, v_num=9, loss/train=0.597, alignment/train=0.125, uniformity/train=-3.28, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1: 75%|███████▌ | 354/469 [00:33<00:10, 10.58it/s, v_num=9, loss/train=0.612, alignment/train=0.123, uniformity/train=-3.31, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1: 76%|███████▌ | 355/469 [00:33<00:10, 10.59it/s, v_num=9, loss/train=0.612, alignment/train=0.123, uniformity/train=-3.31, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1: 76%|███████▌ | 355/469 [00:33<00:10, 10.59it/s, v_num=9, loss/train=0.631, alignment/train=0.132, uniformity/train=-3.30, contrastive_acc/train=0.938, loss/val=1.300]
Epoch 1: 76%|███████▌ | 356/469 [00:33<00:10, 10.58it/s, v_num=9, loss/train=0.631, alignment/train=0.132, uniformity/train=-3.30, contrastive_acc/train=0.938, loss/val=1.300]
Epoch 1: 76%|███████▌ | 356/469 [00:33<00:10, 10.58it/s, v_num=9, loss/train=0.611, alignment/train=0.105, uniformity/train=-3.28, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1: 76%|███████▌ | 357/469 [00:33<00:10, 10.58it/s, v_num=9, loss/train=0.611, alignment/train=0.105, uniformity/train=-3.28, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1: 76%|███████▌ | 357/469 [00:33<00:10, 10.58it/s, v_num=9, loss/train=0.545, alignment/train=0.124, uniformity/train=-3.37, contrastive_acc/train=0.988, loss/val=1.300]
Epoch 1: 76%|███████▋ | 358/469 [00:33<00:10, 10.59it/s, v_num=9, loss/train=0.545, alignment/train=0.124, uniformity/train=-3.37, contrastive_acc/train=0.988, loss/val=1.300]
Epoch 1: 76%|███████▋ | 358/469 [00:33<00:10, 10.59it/s, v_num=9, loss/train=0.620, alignment/train=0.128, uniformity/train=-3.31, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1: 77%|███████▋ | 359/469 [00:33<00:10, 10.59it/s, v_num=9, loss/train=0.620, alignment/train=0.128, uniformity/train=-3.31, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1: 77%|███████▋ | 359/469 [00:33<00:10, 10.59it/s, v_num=9, loss/train=0.583, alignment/train=0.117, uniformity/train=-3.30, contrastive_acc/train=0.980, loss/val=1.300]
Epoch 1: 77%|███████▋ | 360/469 [00:33<00:10, 10.59it/s, v_num=9, loss/train=0.583, alignment/train=0.117, uniformity/train=-3.30, contrastive_acc/train=0.980, loss/val=1.300]
Epoch 1: 77%|███████▋ | 360/469 [00:33<00:10, 10.59it/s, v_num=9, loss/train=0.541, alignment/train=0.112, uniformity/train=-3.34, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1: 77%|███████▋ | 361/469 [00:34<00:10, 10.59it/s, v_num=9, loss/train=0.541, alignment/train=0.112, uniformity/train=-3.34, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1: 77%|███████▋ | 361/469 [00:34<00:10, 10.59it/s, v_num=9, loss/train=0.586, alignment/train=0.121, uniformity/train=-3.33, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1: 77%|███████▋ | 362/469 [00:34<00:10, 10.60it/s, v_num=9, loss/train=0.586, alignment/train=0.121, uniformity/train=-3.33, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1: 77%|███████▋ | 362/469 [00:34<00:10, 10.60it/s, v_num=9, loss/train=0.509, alignment/train=0.123, uniformity/train=-3.31, contrastive_acc/train=0.984, loss/val=1.300]
Epoch 1: 77%|███████▋ | 363/469 [00:34<00:10, 10.60it/s, v_num=9, loss/train=0.509, alignment/train=0.123, uniformity/train=-3.31, contrastive_acc/train=0.984, loss/val=1.300]
Epoch 1: 77%|███████▋ | 363/469 [00:34<00:10, 10.60it/s, v_num=9, loss/train=0.568, alignment/train=0.129, uniformity/train=-3.33, contrastive_acc/train=0.977, loss/val=1.300]
Epoch 1: 78%|███████▊ | 364/469 [00:34<00:09, 10.60it/s, v_num=9, loss/train=0.568, alignment/train=0.129, uniformity/train=-3.33, contrastive_acc/train=0.977, loss/val=1.300]
Epoch 1: 78%|███████▊ | 364/469 [00:34<00:09, 10.60it/s, v_num=9, loss/train=0.657, alignment/train=0.132, uniformity/train=-3.33, contrastive_acc/train=0.934, loss/val=1.300]
Epoch 1: 78%|███████▊ | 365/469 [00:34<00:09, 10.60it/s, v_num=9, loss/train=0.657, alignment/train=0.132, uniformity/train=-3.33, contrastive_acc/train=0.934, loss/val=1.300]
Epoch 1: 78%|███████▊ | 365/469 [00:34<00:09, 10.60it/s, v_num=9, loss/train=0.585, alignment/train=0.118, uniformity/train=-3.32, contrastive_acc/train=0.953, loss/val=1.300]
Epoch 1: 78%|███████▊ | 366/469 [00:34<00:09, 10.60it/s, v_num=9, loss/train=0.585, alignment/train=0.118, uniformity/train=-3.32, contrastive_acc/train=0.953, loss/val=1.300]
Epoch 1: 78%|███████▊ | 366/469 [00:34<00:09, 10.60it/s, v_num=9, loss/train=0.536, alignment/train=0.121, uniformity/train=-3.34, contrastive_acc/train=0.988, loss/val=1.300]
Epoch 1: 78%|███████▊ | 367/469 [00:34<00:09, 10.61it/s, v_num=9, loss/train=0.536, alignment/train=0.121, uniformity/train=-3.34, contrastive_acc/train=0.988, loss/val=1.300]
Epoch 1: 78%|███████▊ | 367/469 [00:34<00:09, 10.61it/s, v_num=9, loss/train=0.550, alignment/train=0.107, uniformity/train=-3.33, contrastive_acc/train=0.980, loss/val=1.300]
Epoch 1: 78%|███████▊ | 368/469 [00:34<00:09, 10.62it/s, v_num=9, loss/train=0.550, alignment/train=0.107, uniformity/train=-3.33, contrastive_acc/train=0.980, loss/val=1.300]
Epoch 1: 78%|███████▊ | 368/469 [00:34<00:09, 10.62it/s, v_num=9, loss/train=0.604, alignment/train=0.117, uniformity/train=-3.30, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1: 79%|███████▊ | 369/469 [00:34<00:09, 10.59it/s, v_num=9, loss/train=0.604, alignment/train=0.117, uniformity/train=-3.30, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1: 79%|███████▊ | 369/469 [00:34<00:09, 10.59it/s, v_num=9, loss/train=0.566, alignment/train=0.113, uniformity/train=-3.33, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1: 79%|███████▉ | 370/469 [00:34<00:09, 10.60it/s, v_num=9, loss/train=0.566, alignment/train=0.113, uniformity/train=-3.33, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1: 79%|███████▉ | 370/469 [00:34<00:09, 10.60it/s, v_num=9, loss/train=0.557, alignment/train=0.106, uniformity/train=-3.32, contrastive_acc/train=0.977, loss/val=1.300]
Epoch 1: 79%|███████▉ | 371/469 [00:34<00:09, 10.61it/s, v_num=9, loss/train=0.557, alignment/train=0.106, uniformity/train=-3.32, contrastive_acc/train=0.977, loss/val=1.300]
Epoch 1: 79%|███████▉ | 371/469 [00:34<00:09, 10.61it/s, v_num=9, loss/train=0.563, alignment/train=0.116, uniformity/train=-3.33, contrastive_acc/train=0.996, loss/val=1.300]
Epoch 1: 79%|███████▉ | 372/469 [00:35<00:09, 10.61it/s, v_num=9, loss/train=0.563, alignment/train=0.116, uniformity/train=-3.33, contrastive_acc/train=0.996, loss/val=1.300]
Epoch 1: 79%|███████▉ | 372/469 [00:35<00:09, 10.61it/s, v_num=9, loss/train=0.593, alignment/train=0.113, uniformity/train=-3.33, contrastive_acc/train=0.984, loss/val=1.300]
Epoch 1: 80%|███████▉ | 373/469 [00:35<00:09, 10.62it/s, v_num=9, loss/train=0.593, alignment/train=0.113, uniformity/train=-3.33, contrastive_acc/train=0.984, loss/val=1.300]
Epoch 1: 80%|███████▉ | 373/469 [00:35<00:09, 10.62it/s, v_num=9, loss/train=0.744, alignment/train=0.148, uniformity/train=-3.27, contrastive_acc/train=0.949, loss/val=1.300]
Epoch 1: 80%|███████▉ | 374/469 [00:35<00:08, 10.62it/s, v_num=9, loss/train=0.744, alignment/train=0.148, uniformity/train=-3.27, contrastive_acc/train=0.949, loss/val=1.300]
Epoch 1: 80%|███████▉ | 374/469 [00:35<00:08, 10.62it/s, v_num=9, loss/train=0.589, alignment/train=0.121, uniformity/train=-3.28, contrastive_acc/train=0.977, loss/val=1.300]
Epoch 1: 80%|███████▉ | 375/469 [00:35<00:08, 10.61it/s, v_num=9, loss/train=0.589, alignment/train=0.121, uniformity/train=-3.28, contrastive_acc/train=0.977, loss/val=1.300]
Epoch 1: 80%|███████▉ | 375/469 [00:35<00:08, 10.61it/s, v_num=9, loss/train=0.585, alignment/train=0.124, uniformity/train=-3.33, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1: 80%|████████ | 376/469 [00:35<00:08, 10.61it/s, v_num=9, loss/train=0.585, alignment/train=0.124, uniformity/train=-3.33, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1: 80%|████████ | 376/469 [00:35<00:08, 10.61it/s, v_num=9, loss/train=0.652, alignment/train=0.124, uniformity/train=-3.29, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1: 80%|████████ | 377/469 [00:35<00:08, 10.62it/s, v_num=9, loss/train=0.652, alignment/train=0.124, uniformity/train=-3.29, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1: 80%|████████ | 377/469 [00:35<00:08, 10.62it/s, v_num=9, loss/train=0.627, alignment/train=0.120, uniformity/train=-3.32, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1: 81%|████████ | 378/469 [00:35<00:08, 10.63it/s, v_num=9, loss/train=0.627, alignment/train=0.120, uniformity/train=-3.32, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1: 81%|████████ | 378/469 [00:35<00:08, 10.63it/s, v_num=9, loss/train=0.546, alignment/train=0.114, uniformity/train=-3.31, contrastive_acc/train=0.988, loss/val=1.300]
Epoch 1: 81%|████████ | 379/469 [00:35<00:08, 10.62it/s, v_num=9, loss/train=0.546, alignment/train=0.114, uniformity/train=-3.31, contrastive_acc/train=0.988, loss/val=1.300]
Epoch 1: 81%|████████ | 379/469 [00:35<00:08, 10.62it/s, v_num=9, loss/train=0.578, alignment/train=0.119, uniformity/train=-3.31, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1: 81%|████████ | 380/469 [00:35<00:08, 10.61it/s, v_num=9, loss/train=0.578, alignment/train=0.119, uniformity/train=-3.31, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1: 81%|████████ | 380/469 [00:35<00:08, 10.61it/s, v_num=9, loss/train=0.622, alignment/train=0.123, uniformity/train=-3.34, contrastive_acc/train=0.945, loss/val=1.300]
Epoch 1: 81%|████████ | 381/469 [00:35<00:08, 10.62it/s, v_num=9, loss/train=0.622, alignment/train=0.123, uniformity/train=-3.34, contrastive_acc/train=0.945, loss/val=1.300]
Epoch 1: 81%|████████ | 381/469 [00:35<00:08, 10.62it/s, v_num=9, loss/train=0.612, alignment/train=0.122, uniformity/train=-3.34, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1: 81%|████████▏ | 382/469 [00:35<00:08, 10.62it/s, v_num=9, loss/train=0.612, alignment/train=0.122, uniformity/train=-3.34, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1: 81%|████████▏ | 382/469 [00:35<00:08, 10.62it/s, v_num=9, loss/train=0.664, alignment/train=0.124, uniformity/train=-3.31, contrastive_acc/train=0.949, loss/val=1.300]
Epoch 1: 82%|████████▏ | 383/469 [00:36<00:08, 10.62it/s, v_num=9, loss/train=0.664, alignment/train=0.124, uniformity/train=-3.31, contrastive_acc/train=0.949, loss/val=1.300]
Epoch 1: 82%|████████▏ | 383/469 [00:36<00:08, 10.62it/s, v_num=9, loss/train=0.649, alignment/train=0.122, uniformity/train=-3.30, contrastive_acc/train=0.980, loss/val=1.300]
Epoch 1: 82%|████████▏ | 384/469 [00:36<00:08, 10.62it/s, v_num=9, loss/train=0.649, alignment/train=0.122, uniformity/train=-3.30, contrastive_acc/train=0.980, loss/val=1.300]
Epoch 1: 82%|████████▏ | 384/469 [00:36<00:08, 10.62it/s, v_num=9, loss/train=0.599, alignment/train=0.113, uniformity/train=-3.33, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1: 82%|████████▏ | 385/469 [00:36<00:07, 10.62it/s, v_num=9, loss/train=0.599, alignment/train=0.113, uniformity/train=-3.33, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1: 82%|████████▏ | 385/469 [00:36<00:07, 10.62it/s, v_num=9, loss/train=0.620, alignment/train=0.117, uniformity/train=-3.32, contrastive_acc/train=0.980, loss/val=1.300]
Epoch 1: 82%|████████▏ | 386/469 [00:36<00:07, 10.63it/s, v_num=9, loss/train=0.620, alignment/train=0.117, uniformity/train=-3.32, contrastive_acc/train=0.980, loss/val=1.300]
Epoch 1: 82%|████████▏ | 386/469 [00:36<00:07, 10.63it/s, v_num=9, loss/train=0.665, alignment/train=0.130, uniformity/train=-3.33, contrastive_acc/train=0.941, loss/val=1.300]
Epoch 1: 83%|████████▎ | 387/469 [00:36<00:07, 10.64it/s, v_num=9, loss/train=0.665, alignment/train=0.130, uniformity/train=-3.33, contrastive_acc/train=0.941, loss/val=1.300]
Epoch 1: 83%|████████▎ | 387/469 [00:36<00:07, 10.64it/s, v_num=9, loss/train=0.654, alignment/train=0.113, uniformity/train=-3.29, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1: 83%|████████▎ | 388/469 [00:36<00:07, 10.65it/s, v_num=9, loss/train=0.654, alignment/train=0.113, uniformity/train=-3.29, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1: 83%|████████▎ | 388/469 [00:36<00:07, 10.65it/s, v_num=9, loss/train=0.607, alignment/train=0.110, uniformity/train=-3.31, contrastive_acc/train=0.949, loss/val=1.300]
Epoch 1: 83%|████████▎ | 389/469 [00:36<00:07, 10.66it/s, v_num=9, loss/train=0.607, alignment/train=0.110, uniformity/train=-3.31, contrastive_acc/train=0.949, loss/val=1.300]
Epoch 1: 83%|████████▎ | 389/469 [00:36<00:07, 10.66it/s, v_num=9, loss/train=0.595, alignment/train=0.142, uniformity/train=-3.35, contrastive_acc/train=0.984, loss/val=1.300]
Epoch 1: 83%|████████▎ | 390/469 [00:36<00:07, 10.64it/s, v_num=9, loss/train=0.595, alignment/train=0.142, uniformity/train=-3.35, contrastive_acc/train=0.984, loss/val=1.300]
Epoch 1: 83%|████████▎ | 390/469 [00:36<00:07, 10.64it/s, v_num=9, loss/train=0.570, alignment/train=0.117, uniformity/train=-3.34, contrastive_acc/train=0.977, loss/val=1.300]
Epoch 1: 83%|████████▎ | 391/469 [00:36<00:07, 10.62it/s, v_num=9, loss/train=0.570, alignment/train=0.117, uniformity/train=-3.34, contrastive_acc/train=0.977, loss/val=1.300]
Epoch 1: 83%|████████▎ | 391/469 [00:36<00:07, 10.62it/s, v_num=9, loss/train=0.558, alignment/train=0.122, uniformity/train=-3.34, contrastive_acc/train=0.984, loss/val=1.300]
Epoch 1: 84%|████████▎ | 392/469 [00:36<00:07, 10.62it/s, v_num=9, loss/train=0.558, alignment/train=0.122, uniformity/train=-3.34, contrastive_acc/train=0.984, loss/val=1.300]
Epoch 1: 84%|████████▎ | 392/469 [00:36<00:07, 10.62it/s, v_num=9, loss/train=0.629, alignment/train=0.114, uniformity/train=-3.28, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1: 84%|████████▍ | 393/469 [00:36<00:07, 10.63it/s, v_num=9, loss/train=0.629, alignment/train=0.114, uniformity/train=-3.28, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1: 84%|████████▍ | 393/469 [00:36<00:07, 10.63it/s, v_num=9, loss/train=0.521, alignment/train=0.125, uniformity/train=-3.36, contrastive_acc/train=0.977, loss/val=1.300]
Epoch 1: 84%|████████▍ | 394/469 [00:37<00:07, 10.64it/s, v_num=9, loss/train=0.521, alignment/train=0.125, uniformity/train=-3.36, contrastive_acc/train=0.977, loss/val=1.300]
Epoch 1: 84%|████████▍ | 394/469 [00:37<00:07, 10.64it/s, v_num=9, loss/train=0.583, alignment/train=0.111, uniformity/train=-3.30, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1: 84%|████████▍ | 395/469 [00:37<00:06, 10.65it/s, v_num=9, loss/train=0.583, alignment/train=0.111, uniformity/train=-3.30, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1: 84%|████████▍ | 395/469 [00:37<00:06, 10.65it/s, v_num=9, loss/train=0.552, alignment/train=0.118, uniformity/train=-3.33, contrastive_acc/train=0.984, loss/val=1.300]
Epoch 1: 84%|████████▍ | 396/469 [00:37<00:06, 10.64it/s, v_num=9, loss/train=0.552, alignment/train=0.118, uniformity/train=-3.33, contrastive_acc/train=0.984, loss/val=1.300]
Epoch 1: 84%|████████▍ | 396/469 [00:37<00:06, 10.64it/s, v_num=9, loss/train=0.596, alignment/train=0.113, uniformity/train=-3.31, contrastive_acc/train=0.961, loss/val=1.300]
Epoch 1: 85%|████████▍ | 397/469 [00:37<00:06, 10.64it/s, v_num=9, loss/train=0.596, alignment/train=0.113, uniformity/train=-3.31, contrastive_acc/train=0.961, loss/val=1.300]
Epoch 1: 85%|████████▍ | 397/469 [00:37<00:06, 10.64it/s, v_num=9, loss/train=0.587, alignment/train=0.116, uniformity/train=-3.35, contrastive_acc/train=0.984, loss/val=1.300]
Epoch 1: 85%|████████▍ | 398/469 [00:37<00:06, 10.65it/s, v_num=9, loss/train=0.587, alignment/train=0.116, uniformity/train=-3.35, contrastive_acc/train=0.984, loss/val=1.300]
Epoch 1: 85%|████████▍ | 398/469 [00:37<00:06, 10.65it/s, v_num=9, loss/train=0.587, alignment/train=0.120, uniformity/train=-3.31, contrastive_acc/train=0.984, loss/val=1.300]
Epoch 1: 85%|████████▌ | 399/469 [00:37<00:06, 10.64it/s, v_num=9, loss/train=0.587, alignment/train=0.120, uniformity/train=-3.31, contrastive_acc/train=0.984, loss/val=1.300]
Epoch 1: 85%|████████▌ | 399/469 [00:37<00:06, 10.64it/s, v_num=9, loss/train=0.578, alignment/train=0.102, uniformity/train=-3.27, contrastive_acc/train=0.988, loss/val=1.300]
Epoch 1: 85%|████████▌ | 400/469 [00:37<00:06, 10.64it/s, v_num=9, loss/train=0.578, alignment/train=0.102, uniformity/train=-3.27, contrastive_acc/train=0.988, loss/val=1.300]
Epoch 1: 85%|████████▌ | 400/469 [00:37<00:06, 10.64it/s, v_num=9, loss/train=0.607, alignment/train=0.135, uniformity/train=-3.32, contrastive_acc/train=0.961, loss/val=1.300]
Epoch 1: 86%|████████▌ | 401/469 [00:37<00:06, 10.64it/s, v_num=9, loss/train=0.607, alignment/train=0.135, uniformity/train=-3.32, contrastive_acc/train=0.961, loss/val=1.300]
Epoch 1: 86%|████████▌ | 401/469 [00:37<00:06, 10.64it/s, v_num=9, loss/train=0.508, alignment/train=0.114, uniformity/train=-3.37, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1: 86%|████████▌ | 402/469 [00:37<00:06, 10.63it/s, v_num=9, loss/train=0.508, alignment/train=0.114, uniformity/train=-3.37, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1: 86%|████████▌ | 402/469 [00:37<00:06, 10.63it/s, v_num=9, loss/train=0.535, alignment/train=0.124, uniformity/train=-3.36, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1: 86%|████████▌ | 403/469 [00:37<00:06, 10.64it/s, v_num=9, loss/train=0.535, alignment/train=0.124, uniformity/train=-3.36, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1: 86%|████████▌ | 403/469 [00:37<00:06, 10.64it/s, v_num=9, loss/train=0.627, alignment/train=0.126, uniformity/train=-3.30, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1: 86%|████████▌ | 404/469 [00:37<00:06, 10.64it/s, v_num=9, loss/train=0.627, alignment/train=0.126, uniformity/train=-3.30, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1: 86%|████████▌ | 404/469 [00:37<00:06, 10.64it/s, v_num=9, loss/train=0.501, alignment/train=0.105, uniformity/train=-3.32, contrastive_acc/train=0.988, loss/val=1.300]
Epoch 1: 86%|████████▋ | 405/469 [00:38<00:06, 10.64it/s, v_num=9, loss/train=0.501, alignment/train=0.105, uniformity/train=-3.32, contrastive_acc/train=0.988, loss/val=1.300]
Epoch 1: 86%|████████▋ | 405/469 [00:38<00:06, 10.64it/s, v_num=9, loss/train=0.523, alignment/train=0.0955, uniformity/train=-3.32, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1: 87%|████████▋ | 406/469 [00:38<00:05, 10.64it/s, v_num=9, loss/train=0.523, alignment/train=0.0955, uniformity/train=-3.32, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1: 87%|████████▋ | 406/469 [00:38<00:05, 10.64it/s, v_num=9, loss/train=0.555, alignment/train=0.117, uniformity/train=-3.31, contrastive_acc/train=0.977, loss/val=1.300]
Epoch 1: 87%|████████▋ | 407/469 [00:38<00:05, 10.65it/s, v_num=9, loss/train=0.555, alignment/train=0.117, uniformity/train=-3.31, contrastive_acc/train=0.977, loss/val=1.300]
Epoch 1: 87%|████████▋ | 407/469 [00:38<00:05, 10.65it/s, v_num=9, loss/train=0.619, alignment/train=0.136, uniformity/train=-3.33, contrastive_acc/train=0.945, loss/val=1.300]
Epoch 1: 87%|████████▋ | 408/469 [00:38<00:05, 10.65it/s, v_num=9, loss/train=0.619, alignment/train=0.136, uniformity/train=-3.33, contrastive_acc/train=0.945, loss/val=1.300]
Epoch 1: 87%|████████▋ | 408/469 [00:38<00:05, 10.65it/s, v_num=9, loss/train=0.524, alignment/train=0.105, uniformity/train=-3.30, contrastive_acc/train=0.984, loss/val=1.300]
Epoch 1: 87%|████████▋ | 409/469 [00:38<00:05, 10.65it/s, v_num=9, loss/train=0.524, alignment/train=0.105, uniformity/train=-3.30, contrastive_acc/train=0.984, loss/val=1.300]
Epoch 1: 87%|████████▋ | 409/469 [00:38<00:05, 10.65it/s, v_num=9, loss/train=0.563, alignment/train=0.107, uniformity/train=-3.29, contrastive_acc/train=0.977, loss/val=1.300]
Epoch 1: 87%|████████▋ | 410/469 [00:38<00:05, 10.66it/s, v_num=9, loss/train=0.563, alignment/train=0.107, uniformity/train=-3.29, contrastive_acc/train=0.977, loss/val=1.300]
Epoch 1: 87%|████████▋ | 410/469 [00:38<00:05, 10.66it/s, v_num=9, loss/train=0.556, alignment/train=0.116, uniformity/train=-3.31, contrastive_acc/train=0.988, loss/val=1.300]
Epoch 1: 88%|████████▊ | 411/469 [00:38<00:05, 10.64it/s, v_num=9, loss/train=0.556, alignment/train=0.116, uniformity/train=-3.31, contrastive_acc/train=0.988, loss/val=1.300]
Epoch 1: 88%|████████▊ | 411/469 [00:38<00:05, 10.64it/s, v_num=9, loss/train=0.749, alignment/train=0.133, uniformity/train=-3.27, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1: 88%|████████▊ | 412/469 [00:38<00:05, 10.64it/s, v_num=9, loss/train=0.749, alignment/train=0.133, uniformity/train=-3.27, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1: 88%|████████▊ | 412/469 [00:38<00:05, 10.64it/s, v_num=9, loss/train=0.653, alignment/train=0.107, uniformity/train=-3.26, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1: 88%|████████▊ | 413/469 [00:38<00:05, 10.65it/s, v_num=9, loss/train=0.653, alignment/train=0.107, uniformity/train=-3.26, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1: 88%|████████▊ | 413/469 [00:38<00:05, 10.65it/s, v_num=9, loss/train=0.613, alignment/train=0.121, uniformity/train=-3.29, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1: 88%|████████▊ | 414/469 [00:38<00:05, 10.66it/s, v_num=9, loss/train=0.613, alignment/train=0.121, uniformity/train=-3.29, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1: 88%|████████▊ | 414/469 [00:38<00:05, 10.66it/s, v_num=9, loss/train=0.572, alignment/train=0.113, uniformity/train=-3.29, contrastive_acc/train=0.977, loss/val=1.300]
Epoch 1: 88%|████████▊ | 415/469 [00:38<00:05, 10.66it/s, v_num=9, loss/train=0.572, alignment/train=0.113, uniformity/train=-3.29, contrastive_acc/train=0.977, loss/val=1.300]
Epoch 1: 88%|████████▊ | 415/469 [00:38<00:05, 10.66it/s, v_num=9, loss/train=0.575, alignment/train=0.113, uniformity/train=-3.30, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1: 89%|████████▊ | 416/469 [00:39<00:04, 10.66it/s, v_num=9, loss/train=0.575, alignment/train=0.113, uniformity/train=-3.30, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1: 89%|████████▊ | 416/469 [00:39<00:04, 10.65it/s, v_num=9, loss/train=0.659, alignment/train=0.119, uniformity/train=-3.25, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1: 89%|████████▉ | 417/469 [00:39<00:04, 10.65it/s, v_num=9, loss/train=0.659, alignment/train=0.119, uniformity/train=-3.25, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1: 89%|████████▉ | 417/469 [00:39<00:04, 10.65it/s, v_num=9, loss/train=0.620, alignment/train=0.113, uniformity/train=-3.23, contrastive_acc/train=0.992, loss/val=1.300]
Epoch 1: 89%|████████▉ | 418/469 [00:39<00:04, 10.66it/s, v_num=9, loss/train=0.620, alignment/train=0.113, uniformity/train=-3.23, contrastive_acc/train=0.992, loss/val=1.300]
Epoch 1: 89%|████████▉ | 418/469 [00:39<00:04, 10.66it/s, v_num=9, loss/train=0.592, alignment/train=0.116, uniformity/train=-3.33, contrastive_acc/train=0.961, loss/val=1.300]
Epoch 1: 89%|████████▉ | 419/469 [00:39<00:04, 10.66it/s, v_num=9, loss/train=0.592, alignment/train=0.116, uniformity/train=-3.33, contrastive_acc/train=0.961, loss/val=1.300]
Epoch 1: 89%|████████▉ | 419/469 [00:39<00:04, 10.66it/s, v_num=9, loss/train=0.644, alignment/train=0.133, uniformity/train=-3.26, contrastive_acc/train=0.984, loss/val=1.300]
Epoch 1: 90%|████████▉ | 420/469 [00:39<00:04, 10.66it/s, v_num=9, loss/train=0.644, alignment/train=0.133, uniformity/train=-3.26, contrastive_acc/train=0.984, loss/val=1.300]
Epoch 1: 90%|████████▉ | 420/469 [00:39<00:04, 10.66it/s, v_num=9, loss/train=0.536, alignment/train=0.0973, uniformity/train=-3.30, contrastive_acc/train=0.988, loss/val=1.300]
Epoch 1: 90%|████████▉ | 421/469 [00:39<00:04, 10.66it/s, v_num=9, loss/train=0.536, alignment/train=0.0973, uniformity/train=-3.30, contrastive_acc/train=0.988, loss/val=1.300]
Epoch 1: 90%|████████▉ | 421/469 [00:39<00:04, 10.66it/s, v_num=9, loss/train=0.609, alignment/train=0.121, uniformity/train=-3.29, contrastive_acc/train=0.988, loss/val=1.300]
Epoch 1: 90%|████████▉ | 422/469 [00:39<00:04, 10.67it/s, v_num=9, loss/train=0.609, alignment/train=0.121, uniformity/train=-3.29, contrastive_acc/train=0.988, loss/val=1.300]
Epoch 1: 90%|████████▉ | 422/469 [00:39<00:04, 10.66it/s, v_num=9, loss/train=0.605, alignment/train=0.115, uniformity/train=-3.32, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1: 90%|█████████ | 423/469 [00:39<00:04, 10.66it/s, v_num=9, loss/train=0.605, alignment/train=0.115, uniformity/train=-3.32, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1: 90%|█████████ | 423/469 [00:39<00:04, 10.66it/s, v_num=9, loss/train=0.611, alignment/train=0.113, uniformity/train=-3.32, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1: 90%|█████████ | 424/469 [00:39<00:04, 10.67it/s, v_num=9, loss/train=0.611, alignment/train=0.113, uniformity/train=-3.32, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1: 90%|█████████ | 424/469 [00:39<00:04, 10.67it/s, v_num=9, loss/train=0.567, alignment/train=0.106, uniformity/train=-3.32, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1: 91%|█████████ | 425/469 [00:39<00:04, 10.67it/s, v_num=9, loss/train=0.567, alignment/train=0.106, uniformity/train=-3.32, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1: 91%|█████████ | 425/469 [00:39<00:04, 10.67it/s, v_num=9, loss/train=0.491, alignment/train=0.115, uniformity/train=-3.32, contrastive_acc/train=0.988, loss/val=1.300]
Epoch 1: 91%|█████████ | 426/469 [00:39<00:04, 10.66it/s, v_num=9, loss/train=0.491, alignment/train=0.115, uniformity/train=-3.32, contrastive_acc/train=0.988, loss/val=1.300]
Epoch 1: 91%|█████████ | 426/469 [00:39<00:04, 10.66it/s, v_num=9, loss/train=0.560, alignment/train=0.128, uniformity/train=-3.32, contrastive_acc/train=0.984, loss/val=1.300]
Epoch 1: 91%|█████████ | 427/469 [00:40<00:03, 10.67it/s, v_num=9, loss/train=0.560, alignment/train=0.128, uniformity/train=-3.32, contrastive_acc/train=0.984, loss/val=1.300]
Epoch 1: 91%|█████████ | 427/469 [00:40<00:03, 10.66it/s, v_num=9, loss/train=0.554, alignment/train=0.111, uniformity/train=-3.34, contrastive_acc/train=0.980, loss/val=1.300]
Epoch 1: 91%|█████████▏| 428/469 [00:40<00:03, 10.67it/s, v_num=9, loss/train=0.554, alignment/train=0.111, uniformity/train=-3.34, contrastive_acc/train=0.980, loss/val=1.300]
Epoch 1: 91%|█████████▏| 428/469 [00:40<00:03, 10.67it/s, v_num=9, loss/train=0.561, alignment/train=0.120, uniformity/train=-3.32, contrastive_acc/train=0.984, loss/val=1.300]
Epoch 1: 91%|█████████▏| 429/469 [00:40<00:03, 10.68it/s, v_num=9, loss/train=0.561, alignment/train=0.120, uniformity/train=-3.32, contrastive_acc/train=0.984, loss/val=1.300]
Epoch 1: 91%|█████████▏| 429/469 [00:40<00:03, 10.68it/s, v_num=9, loss/train=0.515, alignment/train=0.0971, uniformity/train=-3.33, contrastive_acc/train=0.980, loss/val=1.300]
Epoch 1: 92%|█████████▏| 430/469 [00:40<00:03, 10.69it/s, v_num=9, loss/train=0.515, alignment/train=0.0971, uniformity/train=-3.33, contrastive_acc/train=0.980, loss/val=1.300]
Epoch 1: 92%|█████████▏| 430/469 [00:40<00:03, 10.69it/s, v_num=9, loss/train=0.592, alignment/train=0.121, uniformity/train=-3.31, contrastive_acc/train=0.984, loss/val=1.300]
Epoch 1: 92%|█████████▏| 431/469 [00:40<00:03, 10.69it/s, v_num=9, loss/train=0.592, alignment/train=0.121, uniformity/train=-3.31, contrastive_acc/train=0.984, loss/val=1.300]
Epoch 1: 92%|█████████▏| 431/469 [00:40<00:03, 10.69it/s, v_num=9, loss/train=0.545, alignment/train=0.105, uniformity/train=-3.33, contrastive_acc/train=0.980, loss/val=1.300]
Epoch 1: 92%|█████████▏| 432/469 [00:40<00:03, 10.69it/s, v_num=9, loss/train=0.545, alignment/train=0.105, uniformity/train=-3.33, contrastive_acc/train=0.980, loss/val=1.300]
Epoch 1: 92%|█████████▏| 432/469 [00:40<00:03, 10.69it/s, v_num=9, loss/train=0.539, alignment/train=0.118, uniformity/train=-3.34, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1: 92%|█████████▏| 433/469 [00:40<00:03, 10.68it/s, v_num=9, loss/train=0.539, alignment/train=0.118, uniformity/train=-3.34, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1: 92%|█████████▏| 433/469 [00:40<00:03, 10.68it/s, v_num=9, loss/train=0.568, alignment/train=0.108, uniformity/train=-3.33, contrastive_acc/train=0.984, loss/val=1.300]
Epoch 1: 93%|█████████▎| 434/469 [00:40<00:03, 10.69it/s, v_num=9, loss/train=0.568, alignment/train=0.108, uniformity/train=-3.33, contrastive_acc/train=0.984, loss/val=1.300]
Epoch 1: 93%|█████████▎| 434/469 [00:40<00:03, 10.69it/s, v_num=9, loss/train=0.585, alignment/train=0.104, uniformity/train=-3.30, contrastive_acc/train=0.953, loss/val=1.300]
Epoch 1: 93%|█████████▎| 435/469 [00:40<00:03, 10.69it/s, v_num=9, loss/train=0.585, alignment/train=0.104, uniformity/train=-3.30, contrastive_acc/train=0.953, loss/val=1.300]
Epoch 1: 93%|█████████▎| 435/469 [00:40<00:03, 10.69it/s, v_num=9, loss/train=0.572, alignment/train=0.113, uniformity/train=-3.31, contrastive_acc/train=0.980, loss/val=1.300]
Epoch 1: 93%|█████████▎| 436/469 [00:40<00:03, 10.67it/s, v_num=9, loss/train=0.572, alignment/train=0.113, uniformity/train=-3.31, contrastive_acc/train=0.980, loss/val=1.300]
Epoch 1: 93%|█████████▎| 436/469 [00:40<00:03, 10.67it/s, v_num=9, loss/train=0.619, alignment/train=0.117, uniformity/train=-3.32, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1: 93%|█████████▎| 437/469 [00:40<00:03, 10.66it/s, v_num=9, loss/train=0.619, alignment/train=0.117, uniformity/train=-3.32, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1: 93%|█████████▎| 437/469 [00:40<00:03, 10.66it/s, v_num=9, loss/train=0.637, alignment/train=0.105, uniformity/train=-3.23, contrastive_acc/train=0.984, loss/val=1.300]
Epoch 1: 93%|█████████▎| 438/469 [00:41<00:02, 10.67it/s, v_num=9, loss/train=0.637, alignment/train=0.105, uniformity/train=-3.23, contrastive_acc/train=0.984, loss/val=1.300]
Epoch 1: 93%|█████████▎| 438/469 [00:41<00:02, 10.67it/s, v_num=9, loss/train=0.518, alignment/train=0.125, uniformity/train=-3.36, contrastive_acc/train=0.988, loss/val=1.300]
Epoch 1: 94%|█████████▎| 439/469 [00:41<00:02, 10.67it/s, v_num=9, loss/train=0.518, alignment/train=0.125, uniformity/train=-3.36, contrastive_acc/train=0.988, loss/val=1.300]
Epoch 1: 94%|█████████▎| 439/469 [00:41<00:02, 10.67it/s, v_num=9, loss/train=0.577, alignment/train=0.119, uniformity/train=-3.33, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1: 94%|█████████▍| 440/469 [00:41<00:02, 10.68it/s, v_num=9, loss/train=0.577, alignment/train=0.119, uniformity/train=-3.33, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1: 94%|█████████▍| 440/469 [00:41<00:02, 10.68it/s, v_num=9, loss/train=0.512, alignment/train=0.115, uniformity/train=-3.35, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1: 94%|█████████▍| 441/469 [00:41<00:02, 10.68it/s, v_num=9, loss/train=0.512, alignment/train=0.115, uniformity/train=-3.35, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1: 94%|█████████▍| 441/469 [00:41<00:02, 10.68it/s, v_num=9, loss/train=0.602, alignment/train=0.113, uniformity/train=-3.27, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1: 94%|█████████▍| 442/469 [00:41<00:02, 10.68it/s, v_num=9, loss/train=0.602, alignment/train=0.113, uniformity/train=-3.27, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1: 94%|█████████▍| 442/469 [00:41<00:02, 10.68it/s, v_num=9, loss/train=0.531, alignment/train=0.110, uniformity/train=-3.33, contrastive_acc/train=0.980, loss/val=1.300]
Epoch 1: 94%|█████████▍| 443/469 [00:41<00:02, 10.68it/s, v_num=9, loss/train=0.531, alignment/train=0.110, uniformity/train=-3.33, contrastive_acc/train=0.980, loss/val=1.300]
Epoch 1: 94%|█████████▍| 443/469 [00:41<00:02, 10.68it/s, v_num=9, loss/train=0.571, alignment/train=0.116, uniformity/train=-3.31, contrastive_acc/train=0.980, loss/val=1.300]
Epoch 1: 95%|█████████▍| 444/469 [00:41<00:02, 10.68it/s, v_num=9, loss/train=0.571, alignment/train=0.116, uniformity/train=-3.31, contrastive_acc/train=0.980, loss/val=1.300]
Epoch 1: 95%|█████████▍| 444/469 [00:41<00:02, 10.68it/s, v_num=9, loss/train=0.566, alignment/train=0.118, uniformity/train=-3.32, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1: 95%|█████████▍| 445/469 [00:41<00:02, 10.69it/s, v_num=9, loss/train=0.566, alignment/train=0.118, uniformity/train=-3.32, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1: 95%|█████████▍| 445/469 [00:41<00:02, 10.69it/s, v_num=9, loss/train=0.581, alignment/train=0.111, uniformity/train=-3.30, contrastive_acc/train=0.984, loss/val=1.300]
Epoch 1: 95%|█████████▌| 446/469 [00:41<00:02, 10.68it/s, v_num=9, loss/train=0.581, alignment/train=0.111, uniformity/train=-3.30, contrastive_acc/train=0.984, loss/val=1.300]
Epoch 1: 95%|█████████▌| 446/469 [00:41<00:02, 10.68it/s, v_num=9, loss/train=0.602, alignment/train=0.115, uniformity/train=-3.26, contrastive_acc/train=0.977, loss/val=1.300]
Epoch 1: 95%|█████████▌| 447/469 [00:41<00:02, 10.69it/s, v_num=9, loss/train=0.602, alignment/train=0.115, uniformity/train=-3.26, contrastive_acc/train=0.977, loss/val=1.300]
Epoch 1: 95%|█████████▌| 447/469 [00:41<00:02, 10.69it/s, v_num=9, loss/train=0.496, alignment/train=0.0955, uniformity/train=-3.33, contrastive_acc/train=0.992, loss/val=1.300]
Epoch 1: 96%|█████████▌| 448/469 [00:41<00:01, 10.69it/s, v_num=9, loss/train=0.496, alignment/train=0.0955, uniformity/train=-3.33, contrastive_acc/train=0.992, loss/val=1.300]
Epoch 1: 96%|█████████▌| 448/469 [00:41<00:01, 10.69it/s, v_num=9, loss/train=0.536, alignment/train=0.109, uniformity/train=-3.34, contrastive_acc/train=0.980, loss/val=1.300]
Epoch 1: 96%|█████████▌| 449/469 [00:42<00:01, 10.69it/s, v_num=9, loss/train=0.536, alignment/train=0.109, uniformity/train=-3.34, contrastive_acc/train=0.980, loss/val=1.300]
Epoch 1: 96%|█████████▌| 449/469 [00:42<00:01, 10.69it/s, v_num=9, loss/train=0.616, alignment/train=0.107, uniformity/train=-3.29, contrastive_acc/train=0.980, loss/val=1.300]
Epoch 1: 96%|█████████▌| 450/469 [00:42<00:01, 10.70it/s, v_num=9, loss/train=0.616, alignment/train=0.107, uniformity/train=-3.29, contrastive_acc/train=0.980, loss/val=1.300]
Epoch 1: 96%|█████████▌| 450/469 [00:42<00:01, 10.70it/s, v_num=9, loss/train=0.563, alignment/train=0.0962, uniformity/train=-3.28, contrastive_acc/train=0.977, loss/val=1.300]
Epoch 1: 96%|█████████▌| 451/469 [00:42<00:01, 10.71it/s, v_num=9, loss/train=0.563, alignment/train=0.0962, uniformity/train=-3.28, contrastive_acc/train=0.977, loss/val=1.300]
Epoch 1: 96%|█████████▌| 451/469 [00:42<00:01, 10.71it/s, v_num=9, loss/train=0.516, alignment/train=0.111, uniformity/train=-3.34, contrastive_acc/train=0.980, loss/val=1.300]
Epoch 1: 96%|█████████▋| 452/469 [00:42<00:01, 10.72it/s, v_num=9, loss/train=0.516, alignment/train=0.111, uniformity/train=-3.34, contrastive_acc/train=0.980, loss/val=1.300]
Epoch 1: 96%|█████████▋| 452/469 [00:42<00:01, 10.72it/s, v_num=9, loss/train=0.554, alignment/train=0.112, uniformity/train=-3.31, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1: 97%|█████████▋| 453/469 [00:42<00:01, 10.73it/s, v_num=9, loss/train=0.554, alignment/train=0.112, uniformity/train=-3.31, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1: 97%|█████████▋| 453/469 [00:42<00:01, 10.73it/s, v_num=9, loss/train=0.499, alignment/train=0.0988, uniformity/train=-3.33, contrastive_acc/train=0.984, loss/val=1.300]
Epoch 1: 97%|█████████▋| 454/469 [00:42<00:01, 10.75it/s, v_num=9, loss/train=0.499, alignment/train=0.0988, uniformity/train=-3.33, contrastive_acc/train=0.984, loss/val=1.300]
Epoch 1: 97%|█████████▋| 454/469 [00:42<00:01, 10.75it/s, v_num=9, loss/train=0.583, alignment/train=0.125, uniformity/train=-3.32, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1: 97%|█████████▋| 455/469 [00:42<00:01, 10.76it/s, v_num=9, loss/train=0.583, alignment/train=0.125, uniformity/train=-3.32, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1: 97%|█████████▋| 455/469 [00:42<00:01, 10.76it/s, v_num=9, loss/train=0.511, alignment/train=0.113, uniformity/train=-3.33, contrastive_acc/train=0.992, loss/val=1.300]
Epoch 1: 97%|█████████▋| 456/469 [00:42<00:01, 10.78it/s, v_num=9, loss/train=0.511, alignment/train=0.113, uniformity/train=-3.33, contrastive_acc/train=0.992, loss/val=1.300]
Epoch 1: 97%|█████████▋| 456/469 [00:42<00:01, 10.78it/s, v_num=9, loss/train=0.544, alignment/train=0.107, uniformity/train=-3.31, contrastive_acc/train=0.961, loss/val=1.300]
Epoch 1: 97%|█████████▋| 457/469 [00:42<00:01, 10.79it/s, v_num=9, loss/train=0.544, alignment/train=0.107, uniformity/train=-3.31, contrastive_acc/train=0.961, loss/val=1.300]
Epoch 1: 97%|█████████▋| 457/469 [00:42<00:01, 10.79it/s, v_num=9, loss/train=0.625, alignment/train=0.133, uniformity/train=-3.31, contrastive_acc/train=0.961, loss/val=1.300]
Epoch 1: 98%|█████████▊| 458/469 [00:42<00:01, 10.80it/s, v_num=9, loss/train=0.625, alignment/train=0.133, uniformity/train=-3.31, contrastive_acc/train=0.961, loss/val=1.300]
Epoch 1: 98%|█████████▊| 458/469 [00:42<00:01, 10.80it/s, v_num=9, loss/train=0.495, alignment/train=0.122, uniformity/train=-3.37, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1: 98%|█████████▊| 459/469 [00:42<00:00, 10.82it/s, v_num=9, loss/train=0.495, alignment/train=0.122, uniformity/train=-3.37, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1: 98%|█████████▊| 459/469 [00:42<00:00, 10.82it/s, v_num=9, loss/train=0.603, alignment/train=0.115, uniformity/train=-3.31, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1: 98%|█████████▊| 460/469 [00:42<00:00, 10.83it/s, v_num=9, loss/train=0.603, alignment/train=0.115, uniformity/train=-3.31, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1: 98%|█████████▊| 460/469 [00:42<00:00, 10.83it/s, v_num=9, loss/train=0.472, alignment/train=0.101, uniformity/train=-3.36, contrastive_acc/train=0.992, loss/val=1.300]
Epoch 1: 98%|█████████▊| 461/469 [00:42<00:00, 10.84it/s, v_num=9, loss/train=0.472, alignment/train=0.101, uniformity/train=-3.36, contrastive_acc/train=0.992, loss/val=1.300]
Epoch 1: 98%|█████████▊| 461/469 [00:42<00:00, 10.84it/s, v_num=9, loss/train=0.566, alignment/train=0.116, uniformity/train=-3.33, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1: 99%|█████████▊| 462/469 [00:42<00:00, 10.86it/s, v_num=9, loss/train=0.566, alignment/train=0.116, uniformity/train=-3.33, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1: 99%|█████████▊| 462/469 [00:42<00:00, 10.86it/s, v_num=9, loss/train=0.508, alignment/train=0.107, uniformity/train=-3.35, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1: 99%|█████████▊| 463/469 [00:42<00:00, 10.87it/s, v_num=9, loss/train=0.508, alignment/train=0.107, uniformity/train=-3.35, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1: 99%|█████████▊| 463/469 [00:42<00:00, 10.87it/s, v_num=9, loss/train=0.565, alignment/train=0.124, uniformity/train=-3.35, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1: 99%|█████████▉| 464/469 [00:42<00:00, 10.88it/s, v_num=9, loss/train=0.565, alignment/train=0.124, uniformity/train=-3.35, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1: 99%|█████████▉| 464/469 [00:42<00:00, 10.88it/s, v_num=9, loss/train=0.560, alignment/train=0.107, uniformity/train=-3.33, contrastive_acc/train=0.977, loss/val=1.300]
Epoch 1: 99%|█████████▉| 465/469 [00:42<00:00, 10.90it/s, v_num=9, loss/train=0.560, alignment/train=0.107, uniformity/train=-3.33, contrastive_acc/train=0.977, loss/val=1.300]
Epoch 1: 99%|█████████▉| 465/469 [00:42<00:00, 10.90it/s, v_num=9, loss/train=0.604, alignment/train=0.114, uniformity/train=-3.29, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1: 99%|█████████▉| 466/469 [00:42<00:00, 10.91it/s, v_num=9, loss/train=0.604, alignment/train=0.114, uniformity/train=-3.29, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1: 99%|█████████▉| 466/469 [00:42<00:00, 10.91it/s, v_num=9, loss/train=0.504, alignment/train=0.111, uniformity/train=-3.34, contrastive_acc/train=0.984, loss/val=1.300]
Epoch 1: 100%|█████████▉| 467/469 [00:42<00:00, 10.92it/s, v_num=9, loss/train=0.504, alignment/train=0.111, uniformity/train=-3.34, contrastive_acc/train=0.984, loss/val=1.300]
Epoch 1: 100%|█████████▉| 467/469 [00:42<00:00, 10.92it/s, v_num=9, loss/train=0.539, alignment/train=0.104, uniformity/train=-3.30, contrastive_acc/train=0.980, loss/val=1.300]
Epoch 1: 100%|█████████▉| 468/469 [00:42<00:00, 10.94it/s, v_num=9, loss/train=0.539, alignment/train=0.104, uniformity/train=-3.30, contrastive_acc/train=0.980, loss/val=1.300]
Epoch 1: 100%|█████████▉| 468/469 [00:42<00:00, 10.94it/s, v_num=9, loss/train=0.522, alignment/train=0.0981, uniformity/train=-3.33, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1: 100%|██████████| 469/469 [00:42<00:00, 10.95it/s, v_num=9, loss/train=0.522, alignment/train=0.0981, uniformity/train=-3.33, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1: 100%|██████████| 469/469 [00:42<00:00, 10.95it/s, v_num=9, loss/train=0.502, alignment/train=0.110, uniformity/train=-3.25, contrastive_acc/train=0.984, loss/val=1.300]
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Validation DataLoader 0: 84%|████████▎ | 66/79 [00:05<00:00, 13.12it/s]
Validation DataLoader 0: 85%|████████▍ | 67/79 [00:05<00:00, 13.28it/s]
Validation DataLoader 0: 86%|████████▌ | 68/79 [00:05<00:00, 13.43it/s]
Validation DataLoader 0: 87%|████████▋ | 69/79 [00:05<00:00, 13.60it/s]
Validation DataLoader 0: 89%|████████▊ | 70/79 [00:05<00:00, 13.77it/s]
Validation DataLoader 0: 90%|████████▉ | 71/79 [00:05<00:00, 13.94it/s]
Validation DataLoader 0: 91%|█████████ | 72/79 [00:05<00:00, 14.10it/s]
Validation DataLoader 0: 92%|█████████▏| 73/79 [00:05<00:00, 14.26it/s]
Validation DataLoader 0: 94%|█████████▎| 74/79 [00:05<00:00, 14.43it/s]
Validation DataLoader 0: 95%|█████████▍| 75/79 [00:05<00:00, 14.59it/s]
Validation DataLoader 0: 96%|█████████▌| 76/79 [00:05<00:00, 14.75it/s]
Validation DataLoader 0: 97%|█████████▋| 77/79 [00:05<00:00, 14.91it/s]
Validation DataLoader 0: 99%|█████████▊| 78/79 [00:05<00:00, 15.07it/s]
Validation DataLoader 0: 100%|██████████| 79/79 [00:05<00:00, 15.25it/s]
Epoch 1: 100%|██████████| 469/469 [00:50<00:00, 9.31it/s, v_num=9, loss/train=0.502, alignment/train=0.110, uniformity/train=-3.25, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 1: 100%|██████████| 469/469 [00:50<00:00, 9.31it/s, v_num=9, loss/train=0.502, alignment/train=0.110, uniformity/train=-3.25, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 1: 0%| | 0/469 [00:00<?, ?it/s, v_num=9, loss/train=0.502, alignment/train=0.110, uniformity/train=-3.25, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 0%| | 0/469 [00:00<?, ?it/s, v_num=9, loss/train=0.502, alignment/train=0.110, uniformity/train=-3.25, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 0%| | 1/469 [00:01<13:16, 0.59it/s, v_num=9, loss/train=0.502, alignment/train=0.110, uniformity/train=-3.25, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 0%| | 1/469 [00:01<13:16, 0.59it/s, v_num=9, loss/train=0.544, alignment/train=0.0994, uniformity/train=-3.31, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 0%| | 2/469 [00:01<06:59, 1.11it/s, v_num=9, loss/train=0.544, alignment/train=0.0994, uniformity/train=-3.31, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 0%| | 2/469 [00:01<07:00, 1.11it/s, v_num=9, loss/train=0.496, alignment/train=0.105, uniformity/train=-3.32, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 1%| | 3/469 [00:01<04:52, 1.60it/s, v_num=9, loss/train=0.496, alignment/train=0.105, uniformity/train=-3.32, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 1%| | 3/469 [00:01<04:52, 1.59it/s, v_num=9, loss/train=0.508, alignment/train=0.130, uniformity/train=-3.36, contrastive_acc/train=0.965, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 1%| | 4/469 [00:01<03:45, 2.06it/s, v_num=9, loss/train=0.508, alignment/train=0.130, uniformity/train=-3.36, contrastive_acc/train=0.965, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 1%| | 4/469 [00:01<03:45, 2.06it/s, v_num=9, loss/train=0.568, alignment/train=0.123, uniformity/train=-3.39, contrastive_acc/train=0.961, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 1%| | 5/469 [00:02<03:05, 2.50it/s, v_num=9, loss/train=0.568, alignment/train=0.123, uniformity/train=-3.39, contrastive_acc/train=0.961, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 1%| | 5/469 [00:02<03:05, 2.50it/s, v_num=9, loss/train=0.559, alignment/train=0.0982, uniformity/train=-3.32, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 1%|▏ | 6/469 [00:02<02:42, 2.84it/s, v_num=9, loss/train=0.559, alignment/train=0.0982, uniformity/train=-3.32, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 1%|▏ | 6/469 [00:02<02:43, 2.84it/s, v_num=9, loss/train=0.671, alignment/train=0.130, uniformity/train=-3.30, contrastive_acc/train=0.926, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 1%|▏ | 7/469 [00:02<02:30, 3.08it/s, v_num=9, loss/train=0.671, alignment/train=0.130, uniformity/train=-3.30, contrastive_acc/train=0.926, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 1%|▏ | 7/469 [00:02<02:30, 3.08it/s, v_num=9, loss/train=0.548, alignment/train=0.108, uniformity/train=-3.30, contrastive_acc/train=0.969, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 2%|▏ | 8/469 [00:02<02:14, 3.43it/s, v_num=9, loss/train=0.548, alignment/train=0.108, uniformity/train=-3.30, contrastive_acc/train=0.969, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 2%|▏ | 8/469 [00:02<02:14, 3.43it/s, v_num=9, loss/train=0.507, alignment/train=0.109, uniformity/train=-3.36, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 2%|▏ | 9/469 [00:02<02:02, 3.77it/s, v_num=9, loss/train=0.507, alignment/train=0.109, uniformity/train=-3.36, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 2%|▏ | 9/469 [00:02<02:02, 3.77it/s, v_num=9, loss/train=0.567, alignment/train=0.120, uniformity/train=-3.34, contrastive_acc/train=0.961, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 2%|▏ | 10/469 [00:02<01:52, 4.08it/s, v_num=9, loss/train=0.567, alignment/train=0.120, uniformity/train=-3.34, contrastive_acc/train=0.961, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 2%|▏ | 10/469 [00:02<01:52, 4.08it/s, v_num=9, loss/train=0.496, alignment/train=0.108, uniformity/train=-3.35, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 2%|▏ | 11/469 [00:02<01:49, 4.19it/s, v_num=9, loss/train=0.496, alignment/train=0.108, uniformity/train=-3.35, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 2%|▏ | 11/469 [00:02<01:49, 4.19it/s, v_num=9, loss/train=0.548, alignment/train=0.114, uniformity/train=-3.35, contrastive_acc/train=0.969, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 3%|▎ | 12/469 [00:02<01:44, 4.39it/s, v_num=9, loss/train=0.548, alignment/train=0.114, uniformity/train=-3.35, contrastive_acc/train=0.969, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 3%|▎ | 12/469 [00:02<01:44, 4.39it/s, v_num=9, loss/train=0.577, alignment/train=0.128, uniformity/train=-3.34, contrastive_acc/train=0.969, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 3%|▎ | 13/469 [00:02<01:38, 4.65it/s, v_num=9, loss/train=0.577, alignment/train=0.128, uniformity/train=-3.34, contrastive_acc/train=0.969, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 3%|▎ | 13/469 [00:02<01:38, 4.65it/s, v_num=9, loss/train=0.591, alignment/train=0.119, uniformity/train=-3.31, contrastive_acc/train=0.969, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 3%|▎ | 14/469 [00:02<01:33, 4.85it/s, v_num=9, loss/train=0.591, alignment/train=0.119, uniformity/train=-3.31, contrastive_acc/train=0.969, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 3%|▎ | 14/469 [00:02<01:33, 4.85it/s, v_num=9, loss/train=0.611, alignment/train=0.109, uniformity/train=-3.30, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 3%|▎ | 15/469 [00:02<01:30, 5.01it/s, v_num=9, loss/train=0.611, alignment/train=0.109, uniformity/train=-3.30, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 3%|▎ | 15/469 [00:02<01:30, 5.01it/s, v_num=9, loss/train=0.522, alignment/train=0.121, uniformity/train=-3.39, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 3%|▎ | 16/469 [00:03<01:26, 5.24it/s, v_num=9, loss/train=0.522, alignment/train=0.121, uniformity/train=-3.39, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 3%|▎ | 16/469 [00:03<01:26, 5.24it/s, v_num=9, loss/train=0.553, alignment/train=0.119, uniformity/train=-3.34, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 4%|▎ | 17/469 [00:03<01:23, 5.39it/s, v_num=9, loss/train=0.553, alignment/train=0.119, uniformity/train=-3.34, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 4%|▎ | 17/469 [00:03<01:23, 5.39it/s, v_num=9, loss/train=0.461, alignment/train=0.105, uniformity/train=-3.35, contrastive_acc/train=0.996, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 4%|▍ | 18/469 [00:03<01:21, 5.53it/s, v_num=9, loss/train=0.461, alignment/train=0.105, uniformity/train=-3.35, contrastive_acc/train=0.996, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 4%|▍ | 18/469 [00:03<01:21, 5.53it/s, v_num=9, loss/train=0.532, alignment/train=0.126, uniformity/train=-3.29, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 4%|▍ | 19/469 [00:03<01:19, 5.68it/s, v_num=9, loss/train=0.532, alignment/train=0.126, uniformity/train=-3.29, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 4%|▍ | 19/469 [00:03<01:19, 5.68it/s, v_num=9, loss/train=0.510, alignment/train=0.106, uniformity/train=-3.37, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 4%|▍ | 20/469 [00:03<01:17, 5.82it/s, v_num=9, loss/train=0.510, alignment/train=0.106, uniformity/train=-3.37, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 4%|▍ | 20/469 [00:03<01:17, 5.82it/s, v_num=9, loss/train=0.551, alignment/train=0.130, uniformity/train=-3.35, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 4%|▍ | 21/469 [00:03<01:14, 5.99it/s, v_num=9, loss/train=0.551, alignment/train=0.130, uniformity/train=-3.35, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 4%|▍ | 21/469 [00:03<01:14, 5.99it/s, v_num=9, loss/train=0.576, alignment/train=0.109, uniformity/train=-3.30, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 5%|▍ | 22/469 [00:03<01:13, 6.09it/s, v_num=9, loss/train=0.576, alignment/train=0.109, uniformity/train=-3.30, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 5%|▍ | 22/469 [00:03<01:13, 6.09it/s, v_num=9, loss/train=0.578, alignment/train=0.117, uniformity/train=-3.34, contrastive_acc/train=0.961, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 5%|▍ | 23/469 [00:03<01:11, 6.27it/s, v_num=9, loss/train=0.578, alignment/train=0.117, uniformity/train=-3.34, contrastive_acc/train=0.961, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 5%|▍ | 23/469 [00:03<01:11, 6.27it/s, v_num=9, loss/train=0.532, alignment/train=0.130, uniformity/train=-3.37, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 5%|▌ | 24/469 [00:03<01:10, 6.34it/s, v_num=9, loss/train=0.532, alignment/train=0.130, uniformity/train=-3.37, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 5%|▌ | 24/469 [00:03<01:10, 6.34it/s, v_num=9, loss/train=0.591, alignment/train=0.121, uniformity/train=-3.35, contrastive_acc/train=0.957, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 5%|▌ | 25/469 [00:03<01:09, 6.43it/s, v_num=9, loss/train=0.591, alignment/train=0.121, uniformity/train=-3.35, contrastive_acc/train=0.957, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 5%|▌ | 25/469 [00:03<01:09, 6.43it/s, v_num=9, loss/train=0.511, alignment/train=0.100, uniformity/train=-3.34, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 6%|▌ | 26/469 [00:03<01:07, 6.59it/s, v_num=9, loss/train=0.511, alignment/train=0.100, uniformity/train=-3.34, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 6%|▌ | 26/469 [00:03<01:07, 6.58it/s, v_num=9, loss/train=0.578, alignment/train=0.134, uniformity/train=-3.38, contrastive_acc/train=0.957, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 6%|▌ | 27/469 [00:04<01:06, 6.68it/s, v_num=9, loss/train=0.578, alignment/train=0.134, uniformity/train=-3.38, contrastive_acc/train=0.957, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 6%|▌ | 27/469 [00:04<01:06, 6.67it/s, v_num=9, loss/train=0.607, alignment/train=0.123, uniformity/train=-3.33, contrastive_acc/train=0.953, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 6%|▌ | 28/469 [00:04<01:05, 6.75it/s, v_num=9, loss/train=0.607, alignment/train=0.123, uniformity/train=-3.33, contrastive_acc/train=0.953, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 6%|▌ | 28/469 [00:04<01:05, 6.75it/s, v_num=9, loss/train=0.525, alignment/train=0.107, uniformity/train=-3.33, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 6%|▌ | 29/469 [00:04<01:03, 6.89it/s, v_num=9, loss/train=0.525, alignment/train=0.107, uniformity/train=-3.33, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 6%|▌ | 29/469 [00:04<01:03, 6.89it/s, v_num=9, loss/train=0.502, alignment/train=0.108, uniformity/train=-3.35, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 6%|▋ | 30/469 [00:04<01:03, 6.92it/s, v_num=9, loss/train=0.502, alignment/train=0.108, uniformity/train=-3.35, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 6%|▋ | 30/469 [00:04<01:03, 6.92it/s, v_num=9, loss/train=0.573, alignment/train=0.129, uniformity/train=-3.37, contrastive_acc/train=0.949, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 7%|▋ | 31/469 [00:04<01:02, 7.00it/s, v_num=9, loss/train=0.573, alignment/train=0.129, uniformity/train=-3.37, contrastive_acc/train=0.949, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 7%|▋ | 31/469 [00:04<01:02, 7.00it/s, v_num=9, loss/train=0.568, alignment/train=0.128, uniformity/train=-3.34, contrastive_acc/train=0.949, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 7%|▋ | 32/469 [00:04<01:01, 7.11it/s, v_num=9, loss/train=0.568, alignment/train=0.128, uniformity/train=-3.34, contrastive_acc/train=0.949, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 7%|▋ | 32/469 [00:04<01:01, 7.11it/s, v_num=9, loss/train=0.539, alignment/train=0.118, uniformity/train=-3.36, contrastive_acc/train=0.957, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 7%|▋ | 33/469 [00:04<01:00, 7.16it/s, v_num=9, loss/train=0.539, alignment/train=0.118, uniformity/train=-3.36, contrastive_acc/train=0.957, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 7%|▋ | 33/469 [00:04<01:00, 7.15it/s, v_num=9, loss/train=0.615, alignment/train=0.119, uniformity/train=-3.33, contrastive_acc/train=0.953, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 7%|▋ | 34/469 [00:04<01:00, 7.24it/s, v_num=9, loss/train=0.615, alignment/train=0.119, uniformity/train=-3.33, contrastive_acc/train=0.953, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 7%|▋ | 34/469 [00:04<01:00, 7.24it/s, v_num=9, loss/train=0.577, alignment/train=0.121, uniformity/train=-3.36, contrastive_acc/train=0.949, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 7%|▋ | 35/469 [00:04<00:59, 7.33it/s, v_num=9, loss/train=0.577, alignment/train=0.121, uniformity/train=-3.36, contrastive_acc/train=0.949, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 7%|▋ | 35/469 [00:04<00:59, 7.32it/s, v_num=9, loss/train=0.492, alignment/train=0.111, uniformity/train=-3.38, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 8%|▊ | 36/469 [00:04<00:58, 7.39it/s, v_num=9, loss/train=0.492, alignment/train=0.111, uniformity/train=-3.38, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 8%|▊ | 36/469 [00:04<00:58, 7.39it/s, v_num=9, loss/train=0.553, alignment/train=0.108, uniformity/train=-3.32, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 8%|▊ | 37/469 [00:04<00:57, 7.50it/s, v_num=9, loss/train=0.553, alignment/train=0.108, uniformity/train=-3.32, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 8%|▊ | 37/469 [00:04<00:57, 7.50it/s, v_num=9, loss/train=0.584, alignment/train=0.107, uniformity/train=-3.31, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 8%|▊ | 38/469 [00:04<00:56, 7.61it/s, v_num=9, loss/train=0.584, alignment/train=0.107, uniformity/train=-3.31, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 8%|▊ | 38/469 [00:04<00:56, 7.61it/s, v_num=9, loss/train=0.508, alignment/train=0.112, uniformity/train=-3.34, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 8%|▊ | 39/469 [00:05<00:56, 7.66it/s, v_num=9, loss/train=0.508, alignment/train=0.112, uniformity/train=-3.34, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 8%|▊ | 39/469 [00:05<00:56, 7.65it/s, v_num=9, loss/train=0.509, alignment/train=0.105, uniformity/train=-3.33, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 9%|▊ | 40/469 [00:05<00:56, 7.65it/s, v_num=9, loss/train=0.509, alignment/train=0.105, uniformity/train=-3.33, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 9%|▊ | 40/469 [00:05<00:56, 7.65it/s, v_num=9, loss/train=0.531, alignment/train=0.112, uniformity/train=-3.31, contrastive_acc/train=0.969, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 9%|▊ | 41/469 [00:05<00:56, 7.63it/s, v_num=9, loss/train=0.531, alignment/train=0.112, uniformity/train=-3.31, contrastive_acc/train=0.969, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 9%|▊ | 41/469 [00:05<00:56, 7.63it/s, v_num=9, loss/train=0.485, alignment/train=0.112, uniformity/train=-3.33, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 9%|▉ | 42/469 [00:05<00:55, 7.73it/s, v_num=9, loss/train=0.485, alignment/train=0.112, uniformity/train=-3.33, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 9%|▉ | 42/469 [00:05<00:55, 7.73it/s, v_num=9, loss/train=0.473, alignment/train=0.124, uniformity/train=-3.38, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 9%|▉ | 43/469 [00:05<00:54, 7.83it/s, v_num=9, loss/train=0.473, alignment/train=0.124, uniformity/train=-3.38, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 9%|▉ | 43/469 [00:05<00:54, 7.83it/s, v_num=9, loss/train=0.627, alignment/train=0.124, uniformity/train=-3.29, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 9%|▉ | 44/469 [00:05<00:53, 7.90it/s, v_num=9, loss/train=0.627, alignment/train=0.124, uniformity/train=-3.29, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 9%|▉ | 44/469 [00:05<00:53, 7.90it/s, v_num=9, loss/train=0.682, alignment/train=0.132, uniformity/train=-3.26, contrastive_acc/train=0.957, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 10%|▉ | 45/469 [00:05<00:53, 7.94it/s, v_num=9, loss/train=0.682, alignment/train=0.132, uniformity/train=-3.26, contrastive_acc/train=0.957, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 10%|▉ | 45/469 [00:05<00:53, 7.93it/s, v_num=9, loss/train=0.478, alignment/train=0.112, uniformity/train=-3.38, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 10%|▉ | 46/469 [00:05<00:53, 7.97it/s, v_num=9, loss/train=0.478, alignment/train=0.112, uniformity/train=-3.38, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 10%|▉ | 46/469 [00:05<00:53, 7.97it/s, v_num=9, loss/train=0.501, alignment/train=0.102, uniformity/train=-3.35, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 10%|█ | 47/469 [00:05<00:52, 8.06it/s, v_num=9, loss/train=0.501, alignment/train=0.102, uniformity/train=-3.35, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 10%|█ | 47/469 [00:05<00:52, 8.06it/s, v_num=9, loss/train=0.536, alignment/train=0.119, uniformity/train=-3.32, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 10%|█ | 48/469 [00:05<00:51, 8.11it/s, v_num=9, loss/train=0.536, alignment/train=0.119, uniformity/train=-3.32, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 10%|█ | 48/469 [00:05<00:51, 8.11it/s, v_num=9, loss/train=0.549, alignment/train=0.128, uniformity/train=-3.35, contrastive_acc/train=0.957, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 10%|█ | 49/469 [00:06<00:52, 8.06it/s, v_num=9, loss/train=0.549, alignment/train=0.128, uniformity/train=-3.35, contrastive_acc/train=0.957, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 10%|█ | 49/469 [00:06<00:52, 8.06it/s, v_num=9, loss/train=0.566, alignment/train=0.122, uniformity/train=-3.33, contrastive_acc/train=0.965, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 11%|█ | 50/469 [00:06<00:51, 8.14it/s, v_num=9, loss/train=0.566, alignment/train=0.122, uniformity/train=-3.33, contrastive_acc/train=0.965, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 11%|█ | 50/469 [00:06<00:51, 8.14it/s, v_num=9, loss/train=0.577, alignment/train=0.119, uniformity/train=-3.33, contrastive_acc/train=0.957, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 11%|█ | 51/469 [00:06<00:51, 8.17it/s, v_num=9, loss/train=0.577, alignment/train=0.119, uniformity/train=-3.33, contrastive_acc/train=0.957, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 11%|█ | 51/469 [00:06<00:51, 8.17it/s, v_num=9, loss/train=0.539, alignment/train=0.103, uniformity/train=-3.31, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 11%|█ | 52/469 [00:06<00:50, 8.18it/s, v_num=9, loss/train=0.539, alignment/train=0.103, uniformity/train=-3.31, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 11%|█ | 52/469 [00:06<00:50, 8.18it/s, v_num=9, loss/train=0.516, alignment/train=0.101, uniformity/train=-3.34, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 11%|█▏ | 53/469 [00:06<00:50, 8.27it/s, v_num=9, loss/train=0.516, alignment/train=0.101, uniformity/train=-3.34, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 11%|█▏ | 53/469 [00:06<00:50, 8.27it/s, v_num=9, loss/train=0.493, alignment/train=0.115, uniformity/train=-3.36, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 12%|█▏ | 54/469 [00:06<00:49, 8.35it/s, v_num=9, loss/train=0.493, alignment/train=0.115, uniformity/train=-3.36, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 12%|█▏ | 54/469 [00:06<00:49, 8.35it/s, v_num=9, loss/train=0.617, alignment/train=0.131, uniformity/train=-3.31, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 12%|█▏ | 55/469 [00:06<00:49, 8.36it/s, v_num=9, loss/train=0.617, alignment/train=0.131, uniformity/train=-3.31, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 12%|█▏ | 55/469 [00:06<00:49, 8.36it/s, v_num=9, loss/train=0.504, alignment/train=0.0989, uniformity/train=-3.28, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 12%|█▏ | 56/469 [00:06<00:49, 8.37it/s, v_num=9, loss/train=0.504, alignment/train=0.0989, uniformity/train=-3.28, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 12%|█▏ | 56/469 [00:06<00:49, 8.37it/s, v_num=9, loss/train=0.559, alignment/train=0.109, uniformity/train=-3.29, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 12%|█▏ | 57/469 [00:06<00:48, 8.43it/s, v_num=9, loss/train=0.559, alignment/train=0.109, uniformity/train=-3.29, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 12%|█▏ | 57/469 [00:06<00:48, 8.43it/s, v_num=9, loss/train=0.487, alignment/train=0.114, uniformity/train=-3.33, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 12%|█▏ | 58/469 [00:06<00:48, 8.44it/s, v_num=9, loss/train=0.487, alignment/train=0.114, uniformity/train=-3.33, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 12%|█▏ | 58/469 [00:06<00:48, 8.44it/s, v_num=9, loss/train=0.520, alignment/train=0.105, uniformity/train=-3.32, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 13%|█▎ | 59/469 [00:06<00:48, 8.51it/s, v_num=9, loss/train=0.520, alignment/train=0.105, uniformity/train=-3.32, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 13%|█▎ | 59/469 [00:06<00:48, 8.51it/s, v_num=9, loss/train=0.445, alignment/train=0.0893, uniformity/train=-3.36, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 13%|█▎ | 60/469 [00:07<00:48, 8.50it/s, v_num=9, loss/train=0.445, alignment/train=0.0893, uniformity/train=-3.36, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 13%|█▎ | 60/469 [00:07<00:48, 8.50it/s, v_num=9, loss/train=0.493, alignment/train=0.110, uniformity/train=-3.34, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 13%|█▎ | 61/469 [00:07<00:47, 8.57it/s, v_num=9, loss/train=0.493, alignment/train=0.110, uniformity/train=-3.34, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 13%|█▎ | 61/469 [00:07<00:47, 8.57it/s, v_num=9, loss/train=0.589, alignment/train=0.111, uniformity/train=-3.31, contrastive_acc/train=0.969, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 13%|█▎ | 62/469 [00:07<00:47, 8.61it/s, v_num=9, loss/train=0.589, alignment/train=0.111, uniformity/train=-3.31, contrastive_acc/train=0.969, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 13%|█▎ | 62/469 [00:07<00:47, 8.61it/s, v_num=9, loss/train=0.497, alignment/train=0.106, uniformity/train=-3.34, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 13%|█▎ | 63/469 [00:07<00:46, 8.68it/s, v_num=9, loss/train=0.497, alignment/train=0.106, uniformity/train=-3.34, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 13%|█▎ | 63/469 [00:07<00:46, 8.68it/s, v_num=9, loss/train=0.565, alignment/train=0.105, uniformity/train=-3.31, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 14%|█▎ | 64/469 [00:07<00:46, 8.75it/s, v_num=9, loss/train=0.565, alignment/train=0.105, uniformity/train=-3.31, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 14%|█▎ | 64/469 [00:07<00:46, 8.75it/s, v_num=9, loss/train=0.465, alignment/train=0.108, uniformity/train=-3.37, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 14%|█▍ | 65/469 [00:07<00:46, 8.72it/s, v_num=9, loss/train=0.465, alignment/train=0.108, uniformity/train=-3.37, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 14%|█▍ | 65/469 [00:07<00:46, 8.72it/s, v_num=9, loss/train=0.541, alignment/train=0.118, uniformity/train=-3.38, contrastive_acc/train=0.969, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 14%|█▍ | 66/469 [00:07<00:46, 8.71it/s, v_num=9, loss/train=0.541, alignment/train=0.118, uniformity/train=-3.38, contrastive_acc/train=0.969, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 14%|█▍ | 66/469 [00:07<00:46, 8.71it/s, v_num=9, loss/train=0.520, alignment/train=0.110, uniformity/train=-3.34, contrastive_acc/train=0.969, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 14%|█▍ | 67/469 [00:07<00:46, 8.69it/s, v_num=9, loss/train=0.520, alignment/train=0.110, uniformity/train=-3.34, contrastive_acc/train=0.969, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 14%|█▍ | 67/469 [00:07<00:46, 8.69it/s, v_num=9, loss/train=0.542, alignment/train=0.102, uniformity/train=-3.34, contrastive_acc/train=0.961, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 14%|█▍ | 68/469 [00:07<00:45, 8.75it/s, v_num=9, loss/train=0.542, alignment/train=0.102, uniformity/train=-3.34, contrastive_acc/train=0.961, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 14%|█▍ | 68/469 [00:07<00:45, 8.75it/s, v_num=9, loss/train=0.534, alignment/train=0.105, uniformity/train=-3.35, contrastive_acc/train=0.969, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 15%|█▍ | 69/469 [00:07<00:45, 8.78it/s, v_num=9, loss/train=0.534, alignment/train=0.105, uniformity/train=-3.35, contrastive_acc/train=0.969, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 15%|█▍ | 69/469 [00:07<00:45, 8.78it/s, v_num=9, loss/train=0.528, alignment/train=0.109, uniformity/train=-3.35, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 15%|█▍ | 70/469 [00:07<00:45, 8.82it/s, v_num=9, loss/train=0.528, alignment/train=0.109, uniformity/train=-3.35, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 15%|█▍ | 70/469 [00:07<00:45, 8.81it/s, v_num=9, loss/train=0.551, alignment/train=0.123, uniformity/train=-3.38, contrastive_acc/train=0.934, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 15%|█▌ | 71/469 [00:08<00:45, 8.83it/s, v_num=9, loss/train=0.551, alignment/train=0.123, uniformity/train=-3.38, contrastive_acc/train=0.934, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 15%|█▌ | 71/469 [00:08<00:45, 8.83it/s, v_num=9, loss/train=0.619, alignment/train=0.105, uniformity/train=-3.30, contrastive_acc/train=0.965, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 15%|█▌ | 72/469 [00:08<00:44, 8.83it/s, v_num=9, loss/train=0.619, alignment/train=0.105, uniformity/train=-3.30, contrastive_acc/train=0.965, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 15%|█▌ | 72/469 [00:08<00:44, 8.83it/s, v_num=9, loss/train=0.621, alignment/train=0.0996, uniformity/train=-3.26, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 16%|█▌ | 73/469 [00:08<00:44, 8.89it/s, v_num=9, loss/train=0.621, alignment/train=0.0996, uniformity/train=-3.26, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 16%|█▌ | 73/469 [00:08<00:44, 8.89it/s, v_num=9, loss/train=0.513, alignment/train=0.109, uniformity/train=-3.35, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 16%|█▌ | 74/469 [00:08<00:44, 8.95it/s, v_num=9, loss/train=0.513, alignment/train=0.109, uniformity/train=-3.35, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 16%|█▌ | 74/469 [00:08<00:44, 8.95it/s, v_num=9, loss/train=0.442, alignment/train=0.102, uniformity/train=-3.38, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 16%|█▌ | 75/469 [00:08<00:43, 9.00it/s, v_num=9, loss/train=0.442, alignment/train=0.102, uniformity/train=-3.38, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 16%|█▌ | 75/469 [00:08<00:43, 9.00it/s, v_num=9, loss/train=0.514, alignment/train=0.115, uniformity/train=-3.37, contrastive_acc/train=0.965, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 16%|█▌ | 76/469 [00:08<00:43, 9.04it/s, v_num=9, loss/train=0.514, alignment/train=0.115, uniformity/train=-3.37, contrastive_acc/train=0.965, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 16%|█▌ | 76/469 [00:08<00:43, 9.04it/s, v_num=9, loss/train=0.536, alignment/train=0.101, uniformity/train=-3.31, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 16%|█▋ | 77/469 [00:08<00:43, 8.99it/s, v_num=9, loss/train=0.536, alignment/train=0.101, uniformity/train=-3.31, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 16%|█▋ | 77/469 [00:08<00:43, 8.99it/s, v_num=9, loss/train=0.496, alignment/train=0.107, uniformity/train=-3.36, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 17%|█▋ | 78/469 [00:08<00:43, 8.94it/s, v_num=9, loss/train=0.496, alignment/train=0.107, uniformity/train=-3.36, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 17%|█▋ | 78/469 [00:08<00:43, 8.94it/s, v_num=9, loss/train=0.529, alignment/train=0.108, uniformity/train=-3.29, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 17%|█▋ | 79/469 [00:08<00:43, 8.99it/s, v_num=9, loss/train=0.529, alignment/train=0.108, uniformity/train=-3.29, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 17%|█▋ | 79/469 [00:08<00:43, 8.98it/s, v_num=9, loss/train=0.614, alignment/train=0.120, uniformity/train=-3.34, contrastive_acc/train=0.969, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 17%|█▋ | 80/469 [00:08<00:43, 9.04it/s, v_num=9, loss/train=0.614, alignment/train=0.120, uniformity/train=-3.34, contrastive_acc/train=0.969, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 17%|█▋ | 80/469 [00:08<00:43, 9.04it/s, v_num=9, loss/train=0.471, alignment/train=0.108, uniformity/train=-3.37, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 17%|█▋ | 81/469 [00:08<00:42, 9.09it/s, v_num=9, loss/train=0.471, alignment/train=0.108, uniformity/train=-3.37, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 17%|█▋ | 81/469 [00:08<00:42, 9.09it/s, v_num=9, loss/train=0.579, alignment/train=0.115, uniformity/train=-3.33, contrastive_acc/train=0.961, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 17%|█▋ | 82/469 [00:09<00:42, 9.06it/s, v_num=9, loss/train=0.579, alignment/train=0.115, uniformity/train=-3.33, contrastive_acc/train=0.961, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 17%|█▋ | 82/469 [00:09<00:42, 9.06it/s, v_num=9, loss/train=0.624, alignment/train=0.108, uniformity/train=-3.26, contrastive_acc/train=0.961, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 18%|█▊ | 83/469 [00:09<00:42, 9.11it/s, v_num=9, loss/train=0.624, alignment/train=0.108, uniformity/train=-3.26, contrastive_acc/train=0.961, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 18%|█▊ | 83/469 [00:09<00:42, 9.11it/s, v_num=9, loss/train=0.603, alignment/train=0.117, uniformity/train=-3.34, contrastive_acc/train=0.949, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 18%|█▊ | 84/469 [00:09<00:42, 9.11it/s, v_num=9, loss/train=0.603, alignment/train=0.117, uniformity/train=-3.34, contrastive_acc/train=0.949, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 18%|█▊ | 84/469 [00:09<00:42, 9.11it/s, v_num=9, loss/train=0.525, alignment/train=0.117, uniformity/train=-3.35, contrastive_acc/train=0.969, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 18%|█▊ | 85/469 [00:09<00:41, 9.16it/s, v_num=9, loss/train=0.525, alignment/train=0.117, uniformity/train=-3.35, contrastive_acc/train=0.969, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 18%|█▊ | 85/469 [00:09<00:41, 9.16it/s, v_num=9, loss/train=0.534, alignment/train=0.114, uniformity/train=-3.34, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 18%|█▊ | 86/469 [00:09<00:41, 9.15it/s, v_num=9, loss/train=0.534, alignment/train=0.114, uniformity/train=-3.34, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 18%|█▊ | 86/469 [00:09<00:41, 9.15it/s, v_num=9, loss/train=0.494, alignment/train=0.105, uniformity/train=-3.35, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 19%|█▊ | 87/469 [00:09<00:41, 9.13it/s, v_num=9, loss/train=0.494, alignment/train=0.105, uniformity/train=-3.35, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 19%|█▊ | 87/469 [00:09<00:41, 9.12it/s, v_num=9, loss/train=0.503, alignment/train=0.124, uniformity/train=-3.35, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 19%|█▉ | 88/469 [00:09<00:41, 9.16it/s, v_num=9, loss/train=0.503, alignment/train=0.124, uniformity/train=-3.35, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 19%|█▉ | 88/469 [00:09<00:41, 9.16it/s, v_num=9, loss/train=0.524, alignment/train=0.108, uniformity/train=-3.36, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 19%|█▉ | 89/469 [00:09<00:41, 9.20it/s, v_num=9, loss/train=0.524, alignment/train=0.108, uniformity/train=-3.36, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 19%|█▉ | 89/469 [00:09<00:41, 9.20it/s, v_num=9, loss/train=0.582, alignment/train=0.117, uniformity/train=-3.29, contrastive_acc/train=0.953, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 19%|█▉ | 90/469 [00:09<00:41, 9.18it/s, v_num=9, loss/train=0.582, alignment/train=0.117, uniformity/train=-3.29, contrastive_acc/train=0.953, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 19%|█▉ | 90/469 [00:09<00:41, 9.18it/s, v_num=9, loss/train=0.530, alignment/train=0.0975, uniformity/train=-3.34, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 19%|█▉ | 91/469 [00:09<00:40, 9.22it/s, v_num=9, loss/train=0.530, alignment/train=0.0975, uniformity/train=-3.34, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 19%|█▉ | 91/469 [00:09<00:40, 9.22it/s, v_num=9, loss/train=0.455, alignment/train=0.105, uniformity/train=-3.36, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 20%|█▉ | 92/469 [00:09<00:40, 9.22it/s, v_num=9, loss/train=0.455, alignment/train=0.105, uniformity/train=-3.36, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 20%|█▉ | 92/469 [00:09<00:40, 9.22it/s, v_num=9, loss/train=0.509, alignment/train=0.112, uniformity/train=-3.35, contrastive_acc/train=0.969, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 20%|█▉ | 93/469 [00:10<00:40, 9.21it/s, v_num=9, loss/train=0.509, alignment/train=0.112, uniformity/train=-3.35, contrastive_acc/train=0.969, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 20%|█▉ | 93/469 [00:10<00:40, 9.21it/s, v_num=9, loss/train=0.533, alignment/train=0.130, uniformity/train=-3.35, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 20%|██ | 94/469 [00:10<00:40, 9.26it/s, v_num=9, loss/train=0.533, alignment/train=0.130, uniformity/train=-3.35, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 20%|██ | 94/469 [00:10<00:40, 9.25it/s, v_num=9, loss/train=0.519, alignment/train=0.109, uniformity/train=-3.35, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 20%|██ | 95/469 [00:10<00:40, 9.30it/s, v_num=9, loss/train=0.519, alignment/train=0.109, uniformity/train=-3.35, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 20%|██ | 95/469 [00:10<00:40, 9.30it/s, v_num=9, loss/train=0.525, alignment/train=0.123, uniformity/train=-3.34, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 20%|██ | 96/469 [00:10<00:39, 9.33it/s, v_num=9, loss/train=0.525, alignment/train=0.123, uniformity/train=-3.34, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 20%|██ | 96/469 [00:10<00:39, 9.33it/s, v_num=9, loss/train=0.524, alignment/train=0.0952, uniformity/train=-3.30, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 21%|██ | 97/469 [00:10<00:40, 9.27it/s, v_num=9, loss/train=0.524, alignment/train=0.0952, uniformity/train=-3.30, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 21%|██ | 97/469 [00:10<00:40, 9.27it/s, v_num=9, loss/train=0.524, alignment/train=0.102, uniformity/train=-3.32, contrastive_acc/train=0.969, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 21%|██ | 98/469 [00:10<00:39, 9.31it/s, v_num=9, loss/train=0.524, alignment/train=0.102, uniformity/train=-3.32, contrastive_acc/train=0.969, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 21%|██ | 98/469 [00:10<00:39, 9.31it/s, v_num=9, loss/train=0.518, alignment/train=0.120, uniformity/train=-3.36, contrastive_acc/train=0.969, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 21%|██ | 99/469 [00:10<00:39, 9.36it/s, v_num=9, loss/train=0.518, alignment/train=0.120, uniformity/train=-3.36, contrastive_acc/train=0.969, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 21%|██ | 99/469 [00:10<00:39, 9.36it/s, v_num=9, loss/train=0.565, alignment/train=0.103, uniformity/train=-3.29, contrastive_acc/train=0.953, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 21%|██▏ | 100/469 [00:10<00:39, 9.35it/s, v_num=9, loss/train=0.565, alignment/train=0.103, uniformity/train=-3.29, contrastive_acc/train=0.953, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 21%|██▏ | 100/469 [00:10<00:39, 9.35it/s, v_num=9, loss/train=0.531, alignment/train=0.117, uniformity/train=-3.33, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 22%|██▏ | 101/469 [00:10<00:39, 9.36it/s, v_num=9, loss/train=0.531, alignment/train=0.117, uniformity/train=-3.33, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 22%|██▏ | 101/469 [00:10<00:39, 9.36it/s, v_num=9, loss/train=0.529, alignment/train=0.110, uniformity/train=-3.36, contrastive_acc/train=0.965, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 22%|██▏ | 102/469 [00:10<00:39, 9.36it/s, v_num=9, loss/train=0.529, alignment/train=0.110, uniformity/train=-3.36, contrastive_acc/train=0.965, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 22%|██▏ | 102/469 [00:10<00:39, 9.36it/s, v_num=9, loss/train=0.518, alignment/train=0.110, uniformity/train=-3.34, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 22%|██▏ | 103/469 [00:10<00:38, 9.40it/s, v_num=9, loss/train=0.518, alignment/train=0.110, uniformity/train=-3.34, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 22%|██▏ | 103/469 [00:10<00:38, 9.40it/s, v_num=9, loss/train=0.512, alignment/train=0.118, uniformity/train=-3.36, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 22%|██▏ | 104/469 [00:11<00:38, 9.44it/s, v_num=9, loss/train=0.512, alignment/train=0.118, uniformity/train=-3.36, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 22%|██▏ | 104/469 [00:11<00:38, 9.44it/s, v_num=9, loss/train=0.557, alignment/train=0.103, uniformity/train=-3.29, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 22%|██▏ | 105/469 [00:11<00:38, 9.48it/s, v_num=9, loss/train=0.557, alignment/train=0.103, uniformity/train=-3.29, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 22%|██▏ | 105/469 [00:11<00:38, 9.47it/s, v_num=9, loss/train=0.587, alignment/train=0.119, uniformity/train=-3.32, contrastive_acc/train=0.965, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 23%|██▎ | 106/469 [00:11<00:38, 9.45it/s, v_num=9, loss/train=0.587, alignment/train=0.119, uniformity/train=-3.32, contrastive_acc/train=0.965, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 23%|██▎ | 106/469 [00:11<00:38, 9.45it/s, v_num=9, loss/train=0.496, alignment/train=0.109, uniformity/train=-3.36, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 23%|██▎ | 107/469 [00:11<00:38, 9.49it/s, v_num=9, loss/train=0.496, alignment/train=0.109, uniformity/train=-3.36, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 23%|██▎ | 107/469 [00:11<00:38, 9.49it/s, v_num=9, loss/train=0.528, alignment/train=0.113, uniformity/train=-3.36, contrastive_acc/train=0.969, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 23%|██▎ | 108/469 [00:11<00:37, 9.53it/s, v_num=9, loss/train=0.528, alignment/train=0.113, uniformity/train=-3.36, contrastive_acc/train=0.969, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 23%|██▎ | 108/469 [00:11<00:37, 9.53it/s, v_num=9, loss/train=0.574, alignment/train=0.125, uniformity/train=-3.36, contrastive_acc/train=0.957, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 23%|██▎ | 109/469 [00:11<00:38, 9.44it/s, v_num=9, loss/train=0.574, alignment/train=0.125, uniformity/train=-3.36, contrastive_acc/train=0.957, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 23%|██▎ | 109/469 [00:11<00:38, 9.44it/s, v_num=9, loss/train=0.476, alignment/train=0.101, uniformity/train=-3.36, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 23%|██▎ | 110/469 [00:11<00:37, 9.47it/s, v_num=9, loss/train=0.476, alignment/train=0.101, uniformity/train=-3.36, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 23%|██▎ | 110/469 [00:11<00:37, 9.47it/s, v_num=9, loss/train=0.507, alignment/train=0.120, uniformity/train=-3.37, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 24%|██▎ | 111/469 [00:11<00:37, 9.49it/s, v_num=9, loss/train=0.507, alignment/train=0.120, uniformity/train=-3.37, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 24%|██▎ | 111/469 [00:11<00:37, 9.49it/s, v_num=9, loss/train=0.441, alignment/train=0.116, uniformity/train=-3.37, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 24%|██▍ | 112/469 [00:11<00:37, 9.49it/s, v_num=9, loss/train=0.441, alignment/train=0.116, uniformity/train=-3.37, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 24%|██▍ | 112/469 [00:11<00:37, 9.49it/s, v_num=9, loss/train=0.476, alignment/train=0.114, uniformity/train=-3.38, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 24%|██▍ | 113/469 [00:11<00:37, 9.51it/s, v_num=9, loss/train=0.476, alignment/train=0.114, uniformity/train=-3.38, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 24%|██▍ | 113/469 [00:11<00:37, 9.51it/s, v_num=9, loss/train=0.475, alignment/train=0.117, uniformity/train=-3.38, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 24%|██▍ | 114/469 [00:11<00:37, 9.54it/s, v_num=9, loss/train=0.475, alignment/train=0.117, uniformity/train=-3.38, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 24%|██▍ | 114/469 [00:11<00:37, 9.54it/s, v_num=9, loss/train=0.474, alignment/train=0.109, uniformity/train=-3.38, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 25%|██▍ | 115/469 [00:12<00:37, 9.55it/s, v_num=9, loss/train=0.474, alignment/train=0.109, uniformity/train=-3.38, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 25%|██▍ | 115/469 [00:12<00:37, 9.55it/s, v_num=9, loss/train=0.462, alignment/train=0.110, uniformity/train=-3.35, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 25%|██▍ | 116/469 [00:12<00:36, 9.59it/s, v_num=9, loss/train=0.462, alignment/train=0.110, uniformity/train=-3.35, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 25%|██▍ | 116/469 [00:12<00:36, 9.59it/s, v_num=9, loss/train=0.437, alignment/train=0.108, uniformity/train=-3.37, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 25%|██▍ | 117/469 [00:12<00:36, 9.56it/s, v_num=9, loss/train=0.437, alignment/train=0.108, uniformity/train=-3.37, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 25%|██▍ | 117/469 [00:12<00:36, 9.56it/s, v_num=9, loss/train=0.433, alignment/train=0.0925, uniformity/train=-3.38, contrastive_acc/train=0.996, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 25%|██▌ | 118/469 [00:12<00:36, 9.57it/s, v_num=9, loss/train=0.433, alignment/train=0.0925, uniformity/train=-3.38, contrastive_acc/train=0.996, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 25%|██▌ | 118/469 [00:12<00:36, 9.57it/s, v_num=9, loss/train=0.479, alignment/train=0.0953, uniformity/train=-3.36, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 25%|██▌ | 119/469 [00:12<00:36, 9.60it/s, v_num=9, loss/train=0.479, alignment/train=0.0953, uniformity/train=-3.36, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 25%|██▌ | 119/469 [00:12<00:36, 9.60it/s, v_num=9, loss/train=0.590, alignment/train=0.122, uniformity/train=-3.37, contrastive_acc/train=0.949, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 26%|██▌ | 120/469 [00:12<00:36, 9.64it/s, v_num=9, loss/train=0.590, alignment/train=0.122, uniformity/train=-3.37, contrastive_acc/train=0.949, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 26%|██▌ | 120/469 [00:12<00:36, 9.63it/s, v_num=9, loss/train=0.519, alignment/train=0.116, uniformity/train=-3.35, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 26%|██▌ | 121/469 [00:12<00:36, 9.59it/s, v_num=9, loss/train=0.519, alignment/train=0.116, uniformity/train=-3.35, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 26%|██▌ | 121/469 [00:12<00:36, 9.59it/s, v_num=9, loss/train=0.514, alignment/train=0.114, uniformity/train=-3.38, contrastive_acc/train=0.969, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 26%|██▌ | 122/469 [00:12<00:36, 9.60it/s, v_num=9, loss/train=0.514, alignment/train=0.114, uniformity/train=-3.38, contrastive_acc/train=0.969, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 26%|██▌ | 122/469 [00:12<00:36, 9.60it/s, v_num=9, loss/train=0.521, alignment/train=0.120, uniformity/train=-3.36, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 26%|██▌ | 123/469 [00:12<00:35, 9.63it/s, v_num=9, loss/train=0.521, alignment/train=0.120, uniformity/train=-3.36, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 26%|██▌ | 123/469 [00:12<00:35, 9.63it/s, v_num=9, loss/train=0.495, alignment/train=0.127, uniformity/train=-3.40, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 26%|██▋ | 124/469 [00:12<00:35, 9.64it/s, v_num=9, loss/train=0.495, alignment/train=0.127, uniformity/train=-3.40, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 26%|██▋ | 124/469 [00:12<00:35, 9.64it/s, v_num=9, loss/train=0.500, alignment/train=0.111, uniformity/train=-3.36, contrastive_acc/train=0.996, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 27%|██▋ | 125/469 [00:12<00:35, 9.64it/s, v_num=9, loss/train=0.500, alignment/train=0.111, uniformity/train=-3.36, contrastive_acc/train=0.996, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 27%|██▋ | 125/469 [00:12<00:35, 9.64it/s, v_num=9, loss/train=0.495, alignment/train=0.105, uniformity/train=-3.36, contrastive_acc/train=0.996, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 27%|██▋ | 126/469 [00:13<00:35, 9.68it/s, v_num=9, loss/train=0.495, alignment/train=0.105, uniformity/train=-3.36, contrastive_acc/train=0.996, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 27%|██▋ | 126/469 [00:13<00:35, 9.68it/s, v_num=9, loss/train=0.471, alignment/train=0.100, uniformity/train=-3.36, contrastive_acc/train=0.969, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 27%|██▋ | 127/469 [00:13<00:35, 9.67it/s, v_num=9, loss/train=0.471, alignment/train=0.100, uniformity/train=-3.36, contrastive_acc/train=0.969, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 27%|██▋ | 127/469 [00:13<00:35, 9.67it/s, v_num=9, loss/train=0.544, alignment/train=0.139, uniformity/train=-3.40, contrastive_acc/train=0.957, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 27%|██▋ | 128/469 [00:13<00:35, 9.67it/s, v_num=9, loss/train=0.544, alignment/train=0.139, uniformity/train=-3.40, contrastive_acc/train=0.957, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 27%|██▋ | 128/469 [00:13<00:35, 9.66it/s, v_num=9, loss/train=0.613, alignment/train=0.131, uniformity/train=-3.35, contrastive_acc/train=0.953, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 28%|██▊ | 129/469 [00:13<00:35, 9.70it/s, v_num=9, loss/train=0.613, alignment/train=0.131, uniformity/train=-3.35, contrastive_acc/train=0.953, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 28%|██▊ | 129/469 [00:13<00:35, 9.70it/s, v_num=9, loss/train=0.594, alignment/train=0.135, uniformity/train=-3.35, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 28%|██▊ | 130/469 [00:13<00:34, 9.69it/s, v_num=9, loss/train=0.594, alignment/train=0.135, uniformity/train=-3.35, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 28%|██▊ | 130/469 [00:13<00:34, 9.69it/s, v_num=9, loss/train=0.537, alignment/train=0.123, uniformity/train=-3.37, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 28%|██▊ | 131/469 [00:13<00:34, 9.72it/s, v_num=9, loss/train=0.537, alignment/train=0.123, uniformity/train=-3.37, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 28%|██▊ | 131/469 [00:13<00:34, 9.72it/s, v_num=9, loss/train=0.512, alignment/train=0.0991, uniformity/train=-3.31, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 28%|██▊ | 132/469 [00:13<00:34, 9.72it/s, v_num=9, loss/train=0.512, alignment/train=0.0991, uniformity/train=-3.31, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 28%|██▊ | 132/469 [00:13<00:34, 9.72it/s, v_num=9, loss/train=0.585, alignment/train=0.108, uniformity/train=-3.32, contrastive_acc/train=0.953, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 28%|██▊ | 133/469 [00:13<00:34, 9.70it/s, v_num=9, loss/train=0.585, alignment/train=0.108, uniformity/train=-3.32, contrastive_acc/train=0.953, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 28%|██▊ | 133/469 [00:13<00:34, 9.70it/s, v_num=9, loss/train=0.460, alignment/train=0.113, uniformity/train=-3.39, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 29%|██▊ | 134/469 [00:13<00:34, 9.73it/s, v_num=9, loss/train=0.460, alignment/train=0.113, uniformity/train=-3.39, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 29%|██▊ | 134/469 [00:13<00:34, 9.73it/s, v_num=9, loss/train=0.505, alignment/train=0.109, uniformity/train=-3.36, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 29%|██▉ | 135/469 [00:13<00:34, 9.75it/s, v_num=9, loss/train=0.505, alignment/train=0.109, uniformity/train=-3.36, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 29%|██▉ | 135/469 [00:13<00:34, 9.75it/s, v_num=9, loss/train=0.531, alignment/train=0.115, uniformity/train=-3.35, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 29%|██▉ | 136/469 [00:13<00:34, 9.76it/s, v_num=9, loss/train=0.531, alignment/train=0.115, uniformity/train=-3.35, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 29%|██▉ | 136/469 [00:13<00:34, 9.76it/s, v_num=9, loss/train=0.568, alignment/train=0.130, uniformity/train=-3.36, contrastive_acc/train=0.961, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 29%|██▉ | 137/469 [00:13<00:33, 9.79it/s, v_num=9, loss/train=0.568, alignment/train=0.130, uniformity/train=-3.36, contrastive_acc/train=0.961, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 29%|██▉ | 137/469 [00:13<00:33, 9.79it/s, v_num=9, loss/train=0.528, alignment/train=0.116, uniformity/train=-3.35, contrastive_acc/train=0.961, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 29%|██▉ | 138/469 [00:14<00:33, 9.79it/s, v_num=9, loss/train=0.528, alignment/train=0.116, uniformity/train=-3.35, contrastive_acc/train=0.961, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 29%|██▉ | 138/469 [00:14<00:33, 9.79it/s, v_num=9, loss/train=0.553, alignment/train=0.0966, uniformity/train=-3.31, contrastive_acc/train=0.969, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 30%|██▉ | 139/469 [00:14<00:33, 9.74it/s, v_num=9, loss/train=0.553, alignment/train=0.0966, uniformity/train=-3.31, contrastive_acc/train=0.969, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 30%|██▉ | 139/469 [00:14<00:33, 9.74it/s, v_num=9, loss/train=0.507, alignment/train=0.117, uniformity/train=-3.36, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 30%|██▉ | 140/469 [00:14<00:33, 9.77it/s, v_num=9, loss/train=0.507, alignment/train=0.117, uniformity/train=-3.36, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 30%|██▉ | 140/469 [00:14<00:33, 9.77it/s, v_num=9, loss/train=0.458, alignment/train=0.116, uniformity/train=-3.40, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 30%|███ | 141/469 [00:14<00:33, 9.80it/s, v_num=9, loss/train=0.458, alignment/train=0.116, uniformity/train=-3.40, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 30%|███ | 141/469 [00:14<00:33, 9.79it/s, v_num=9, loss/train=0.455, alignment/train=0.114, uniformity/train=-3.39, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 30%|███ | 142/469 [00:14<00:33, 9.79it/s, v_num=9, loss/train=0.455, alignment/train=0.114, uniformity/train=-3.39, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 30%|███ | 142/469 [00:14<00:33, 9.79it/s, v_num=9, loss/train=0.563, alignment/train=0.107, uniformity/train=-3.33, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 30%|███ | 143/469 [00:14<00:33, 9.79it/s, v_num=9, loss/train=0.563, alignment/train=0.107, uniformity/train=-3.33, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 30%|███ | 143/469 [00:14<00:33, 9.79it/s, v_num=9, loss/train=0.494, alignment/train=0.103, uniformity/train=-3.32, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 31%|███ | 144/469 [00:14<00:33, 9.79it/s, v_num=9, loss/train=0.494, alignment/train=0.103, uniformity/train=-3.32, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 31%|███ | 144/469 [00:14<00:33, 9.79it/s, v_num=9, loss/train=0.600, alignment/train=0.113, uniformity/train=-3.33, contrastive_acc/train=0.965, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 31%|███ | 145/469 [00:14<00:33, 9.81it/s, v_num=9, loss/train=0.600, alignment/train=0.113, uniformity/train=-3.33, contrastive_acc/train=0.965, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 31%|███ | 145/469 [00:14<00:33, 9.81it/s, v_num=9, loss/train=0.477, alignment/train=0.109, uniformity/train=-3.38, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 31%|███ | 146/469 [00:14<00:32, 9.81it/s, v_num=9, loss/train=0.477, alignment/train=0.109, uniformity/train=-3.38, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 31%|███ | 146/469 [00:14<00:32, 9.81it/s, v_num=9, loss/train=0.489, alignment/train=0.108, uniformity/train=-3.36, contrastive_acc/train=0.957, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 31%|███▏ | 147/469 [00:14<00:32, 9.82it/s, v_num=9, loss/train=0.489, alignment/train=0.108, uniformity/train=-3.36, contrastive_acc/train=0.957, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 31%|███▏ | 147/469 [00:14<00:32, 9.82it/s, v_num=9, loss/train=0.429, alignment/train=0.102, uniformity/train=-3.39, contrastive_acc/train=0.996, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 32%|███▏ | 148/469 [00:15<00:32, 9.82it/s, v_num=9, loss/train=0.429, alignment/train=0.102, uniformity/train=-3.39, contrastive_acc/train=0.996, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 32%|███▏ | 148/469 [00:15<00:32, 9.82it/s, v_num=9, loss/train=0.552, alignment/train=0.126, uniformity/train=-3.32, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 32%|███▏ | 149/469 [00:15<00:32, 9.85it/s, v_num=9, loss/train=0.552, alignment/train=0.126, uniformity/train=-3.32, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 32%|███▏ | 149/469 [00:15<00:32, 9.85it/s, v_num=9, loss/train=0.569, alignment/train=0.126, uniformity/train=-3.36, contrastive_acc/train=0.957, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 32%|███▏ | 150/469 [00:15<00:32, 9.88it/s, v_num=9, loss/train=0.569, alignment/train=0.126, uniformity/train=-3.36, contrastive_acc/train=0.957, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 32%|███▏ | 150/469 [00:15<00:32, 9.88it/s, v_num=9, loss/train=0.474, alignment/train=0.108, uniformity/train=-3.39, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 32%|███▏ | 151/469 [00:15<00:32, 9.89it/s, v_num=9, loss/train=0.474, alignment/train=0.108, uniformity/train=-3.39, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 32%|███▏ | 151/469 [00:15<00:32, 9.89it/s, v_num=9, loss/train=0.529, alignment/train=0.114, uniformity/train=-3.33, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 32%|███▏ | 152/469 [00:15<00:31, 9.91it/s, v_num=9, loss/train=0.529, alignment/train=0.114, uniformity/train=-3.33, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 32%|███▏ | 152/469 [00:15<00:31, 9.91it/s, v_num=9, loss/train=0.490, alignment/train=0.113, uniformity/train=-3.39, contrastive_acc/train=0.969, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 33%|███▎ | 153/469 [00:15<00:31, 9.94it/s, v_num=9, loss/train=0.490, alignment/train=0.113, uniformity/train=-3.39, contrastive_acc/train=0.969, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 33%|███▎ | 153/469 [00:15<00:31, 9.94it/s, v_num=9, loss/train=0.500, alignment/train=0.123, uniformity/train=-3.38, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 33%|███▎ | 154/469 [00:15<00:31, 9.94it/s, v_num=9, loss/train=0.500, alignment/train=0.123, uniformity/train=-3.38, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 33%|███▎ | 154/469 [00:15<00:31, 9.94it/s, v_num=9, loss/train=0.436, alignment/train=0.0977, uniformity/train=-3.38, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 33%|███▎ | 155/469 [00:15<00:31, 9.97it/s, v_num=9, loss/train=0.436, alignment/train=0.0977, uniformity/train=-3.38, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 33%|███▎ | 155/469 [00:15<00:31, 9.97it/s, v_num=9, loss/train=0.517, alignment/train=0.140, uniformity/train=-3.38, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 33%|███▎ | 156/469 [00:15<00:31, 9.98it/s, v_num=9, loss/train=0.517, alignment/train=0.140, uniformity/train=-3.38, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 33%|███▎ | 156/469 [00:15<00:31, 9.98it/s, v_num=9, loss/train=0.560, alignment/train=0.121, uniformity/train=-3.37, contrastive_acc/train=0.953, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 33%|███▎ | 157/469 [00:15<00:31, 9.92it/s, v_num=9, loss/train=0.560, alignment/train=0.121, uniformity/train=-3.37, contrastive_acc/train=0.953, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 33%|███▎ | 157/469 [00:15<00:31, 9.92it/s, v_num=9, loss/train=0.521, alignment/train=0.104, uniformity/train=-3.34, contrastive_acc/train=0.965, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 34%|███▎ | 158/469 [00:16<00:31, 9.86it/s, v_num=9, loss/train=0.521, alignment/train=0.104, uniformity/train=-3.34, contrastive_acc/train=0.965, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 34%|███▎ | 158/469 [00:16<00:31, 9.86it/s, v_num=9, loss/train=0.498, alignment/train=0.111, uniformity/train=-3.36, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 34%|███▍ | 159/469 [00:16<00:31, 9.89it/s, v_num=9, loss/train=0.498, alignment/train=0.111, uniformity/train=-3.36, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 34%|███▍ | 159/469 [00:16<00:31, 9.89it/s, v_num=9, loss/train=0.498, alignment/train=0.116, uniformity/train=-3.36, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 34%|███▍ | 160/469 [00:16<00:31, 9.92it/s, v_num=9, loss/train=0.498, alignment/train=0.116, uniformity/train=-3.36, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 34%|███▍ | 160/469 [00:16<00:31, 9.92it/s, v_num=9, loss/train=0.532, alignment/train=0.108, uniformity/train=-3.34, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 34%|███▍ | 161/469 [00:16<00:30, 9.94it/s, v_num=9, loss/train=0.532, alignment/train=0.108, uniformity/train=-3.34, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 34%|███▍ | 161/469 [00:16<00:30, 9.94it/s, v_num=9, loss/train=0.476, alignment/train=0.101, uniformity/train=-3.37, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 35%|███▍ | 162/469 [00:16<00:30, 9.92it/s, v_num=9, loss/train=0.476, alignment/train=0.101, uniformity/train=-3.37, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 35%|███▍ | 162/469 [00:16<00:30, 9.92it/s, v_num=9, loss/train=0.538, alignment/train=0.105, uniformity/train=-3.31, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 35%|███▍ | 163/469 [00:16<00:30, 9.91it/s, v_num=9, loss/train=0.538, alignment/train=0.105, uniformity/train=-3.31, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 35%|███▍ | 163/469 [00:16<00:30, 9.91it/s, v_num=9, loss/train=0.541, alignment/train=0.113, uniformity/train=-3.35, contrastive_acc/train=0.957, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 35%|███▍ | 164/469 [00:16<00:30, 9.94it/s, v_num=9, loss/train=0.541, alignment/train=0.113, uniformity/train=-3.35, contrastive_acc/train=0.957, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 35%|███▍ | 164/469 [00:16<00:30, 9.94it/s, v_num=9, loss/train=0.514, alignment/train=0.101, uniformity/train=-3.36, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 35%|███▌ | 165/469 [00:16<00:30, 9.96it/s, v_num=9, loss/train=0.514, alignment/train=0.101, uniformity/train=-3.36, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 35%|███▌ | 165/469 [00:16<00:30, 9.96it/s, v_num=9, loss/train=0.562, alignment/train=0.124, uniformity/train=-3.36, contrastive_acc/train=0.965, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 35%|███▌ | 166/469 [00:16<00:30, 9.97it/s, v_num=9, loss/train=0.562, alignment/train=0.124, uniformity/train=-3.36, contrastive_acc/train=0.965, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 35%|███▌ | 166/469 [00:16<00:30, 9.97it/s, v_num=9, loss/train=0.432, alignment/train=0.107, uniformity/train=-3.39, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 36%|███▌ | 167/469 [00:16<00:30, 9.96it/s, v_num=9, loss/train=0.432, alignment/train=0.107, uniformity/train=-3.39, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 36%|███▌ | 167/469 [00:16<00:30, 9.96it/s, v_num=9, loss/train=0.549, alignment/train=0.115, uniformity/train=-3.36, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 36%|███▌ | 168/469 [00:16<00:30, 9.96it/s, v_num=9, loss/train=0.549, alignment/train=0.115, uniformity/train=-3.36, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 36%|███▌ | 168/469 [00:16<00:30, 9.96it/s, v_num=9, loss/train=0.514, alignment/train=0.123, uniformity/train=-3.37, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 36%|███▌ | 169/469 [00:16<00:30, 9.97it/s, v_num=9, loss/train=0.514, alignment/train=0.123, uniformity/train=-3.37, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 36%|███▌ | 169/469 [00:16<00:30, 9.97it/s, v_num=9, loss/train=0.569, alignment/train=0.115, uniformity/train=-3.33, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 36%|███▌ | 170/469 [00:17<00:29, 9.98it/s, v_num=9, loss/train=0.569, alignment/train=0.115, uniformity/train=-3.33, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 36%|███▌ | 170/469 [00:17<00:29, 9.98it/s, v_num=9, loss/train=0.550, alignment/train=0.104, uniformity/train=-3.31, contrastive_acc/train=0.965, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 36%|███▋ | 171/469 [00:17<00:29, 9.98it/s, v_num=9, loss/train=0.550, alignment/train=0.104, uniformity/train=-3.31, contrastive_acc/train=0.965, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 36%|███▋ | 171/469 [00:17<00:29, 9.98it/s, v_num=9, loss/train=0.522, alignment/train=0.109, uniformity/train=-3.34, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 37%|███▋ | 172/469 [00:17<00:29, 9.98it/s, v_num=9, loss/train=0.522, alignment/train=0.109, uniformity/train=-3.34, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 37%|███▋ | 172/469 [00:17<00:29, 9.98it/s, v_num=9, loss/train=0.488, alignment/train=0.109, uniformity/train=-3.36, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 37%|███▋ | 173/469 [00:17<00:29, 9.99it/s, v_num=9, loss/train=0.488, alignment/train=0.109, uniformity/train=-3.36, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 37%|███▋ | 173/469 [00:17<00:29, 9.99it/s, v_num=9, loss/train=0.549, alignment/train=0.0962, uniformity/train=-3.29, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 37%|███▋ | 174/469 [00:17<00:29, 10.01it/s, v_num=9, loss/train=0.549, alignment/train=0.0962, uniformity/train=-3.29, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 37%|███▋ | 174/469 [00:17<00:29, 10.01it/s, v_num=9, loss/train=0.514, alignment/train=0.112, uniformity/train=-3.33, contrastive_acc/train=0.965, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 37%|███▋ | 175/469 [00:17<00:29, 10.01it/s, v_num=9, loss/train=0.514, alignment/train=0.112, uniformity/train=-3.33, contrastive_acc/train=0.965, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 37%|███▋ | 175/469 [00:17<00:29, 10.01it/s, v_num=9, loss/train=0.414, alignment/train=0.0964, uniformity/train=-3.38, contrastive_acc/train=0.996, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 38%|███▊ | 176/469 [00:17<00:29, 10.03it/s, v_num=9, loss/train=0.414, alignment/train=0.0964, uniformity/train=-3.38, contrastive_acc/train=0.996, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 38%|███▊ | 176/469 [00:17<00:29, 10.03it/s, v_num=9, loss/train=0.486, alignment/train=0.103, uniformity/train=-3.31, contrastive_acc/train=0.996, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 38%|███▊ | 177/469 [00:17<00:29, 10.03it/s, v_num=9, loss/train=0.486, alignment/train=0.103, uniformity/train=-3.31, contrastive_acc/train=0.996, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 38%|███▊ | 177/469 [00:17<00:29, 10.03it/s, v_num=9, loss/train=0.495, alignment/train=0.107, uniformity/train=-3.33, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 38%|███▊ | 178/469 [00:17<00:29, 10.02it/s, v_num=9, loss/train=0.495, alignment/train=0.107, uniformity/train=-3.33, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 38%|███▊ | 178/469 [00:17<00:29, 10.02it/s, v_num=9, loss/train=0.577, alignment/train=0.113, uniformity/train=-3.31, contrastive_acc/train=0.957, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 38%|███▊ | 179/469 [00:17<00:28, 10.05it/s, v_num=9, loss/train=0.577, alignment/train=0.113, uniformity/train=-3.31, contrastive_acc/train=0.957, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 38%|███▊ | 179/469 [00:17<00:28, 10.05it/s, v_num=9, loss/train=0.556, alignment/train=0.117, uniformity/train=-3.37, contrastive_acc/train=0.965, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 38%|███▊ | 180/469 [00:17<00:28, 10.04it/s, v_num=9, loss/train=0.556, alignment/train=0.117, uniformity/train=-3.37, contrastive_acc/train=0.965, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 38%|███▊ | 180/469 [00:17<00:28, 10.04it/s, v_num=9, loss/train=0.526, alignment/train=0.126, uniformity/train=-3.35, contrastive_acc/train=0.965, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 39%|███▊ | 181/469 [00:18<00:28, 10.01it/s, v_num=9, loss/train=0.526, alignment/train=0.126, uniformity/train=-3.35, contrastive_acc/train=0.965, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 39%|███▊ | 181/469 [00:18<00:28, 10.01it/s, v_num=9, loss/train=0.484, alignment/train=0.113, uniformity/train=-3.33, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 39%|███▉ | 182/469 [00:18<00:28, 10.04it/s, v_num=9, loss/train=0.484, alignment/train=0.113, uniformity/train=-3.33, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 39%|███▉ | 182/469 [00:18<00:28, 10.04it/s, v_num=9, loss/train=0.460, alignment/train=0.117, uniformity/train=-3.38, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 39%|███▉ | 183/469 [00:18<00:28, 10.05it/s, v_num=9, loss/train=0.460, alignment/train=0.117, uniformity/train=-3.38, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 39%|███▉ | 183/469 [00:18<00:28, 10.05it/s, v_num=9, loss/train=0.585, alignment/train=0.124, uniformity/train=-3.37, contrastive_acc/train=0.965, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 39%|███▉ | 184/469 [00:18<00:28, 10.03it/s, v_num=9, loss/train=0.585, alignment/train=0.124, uniformity/train=-3.37, contrastive_acc/train=0.965, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 39%|███▉ | 184/469 [00:18<00:28, 10.03it/s, v_num=9, loss/train=0.522, alignment/train=0.107, uniformity/train=-3.33, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 39%|███▉ | 185/469 [00:18<00:28, 10.06it/s, v_num=9, loss/train=0.522, alignment/train=0.107, uniformity/train=-3.33, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 39%|███▉ | 185/469 [00:18<00:28, 10.06it/s, v_num=9, loss/train=0.557, alignment/train=0.105, uniformity/train=-3.32, contrastive_acc/train=0.953, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 40%|███▉ | 186/469 [00:18<00:28, 10.08it/s, v_num=9, loss/train=0.557, alignment/train=0.105, uniformity/train=-3.32, contrastive_acc/train=0.953, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 40%|███▉ | 186/469 [00:18<00:28, 10.08it/s, v_num=9, loss/train=0.532, alignment/train=0.133, uniformity/train=-3.38, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 40%|███▉ | 187/469 [00:18<00:27, 10.08it/s, v_num=9, loss/train=0.532, alignment/train=0.133, uniformity/train=-3.38, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 40%|███▉ | 187/469 [00:18<00:27, 10.08it/s, v_num=9, loss/train=0.470, alignment/train=0.119, uniformity/train=-3.36, contrastive_acc/train=0.961, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 40%|████ | 188/469 [00:18<00:27, 10.08it/s, v_num=9, loss/train=0.470, alignment/train=0.119, uniformity/train=-3.36, contrastive_acc/train=0.961, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 40%|████ | 188/469 [00:18<00:27, 10.08it/s, v_num=9, loss/train=0.534, alignment/train=0.107, uniformity/train=-3.31, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 40%|████ | 189/469 [00:18<00:27, 10.08it/s, v_num=9, loss/train=0.534, alignment/train=0.107, uniformity/train=-3.31, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 40%|████ | 189/469 [00:18<00:27, 10.08it/s, v_num=9, loss/train=0.501, alignment/train=0.0987, uniformity/train=-3.33, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 41%|████ | 190/469 [00:18<00:27, 10.09it/s, v_num=9, loss/train=0.501, alignment/train=0.0987, uniformity/train=-3.33, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 41%|████ | 190/469 [00:18<00:27, 10.09it/s, v_num=9, loss/train=0.504, alignment/train=0.110, uniformity/train=-3.34, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 41%|████ | 191/469 [00:18<00:27, 10.10it/s, v_num=9, loss/train=0.504, alignment/train=0.110, uniformity/train=-3.34, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 41%|████ | 191/469 [00:18<00:27, 10.09it/s, v_num=9, loss/train=0.472, alignment/train=0.108, uniformity/train=-3.37, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 41%|████ | 192/469 [00:19<00:27, 10.10it/s, v_num=9, loss/train=0.472, alignment/train=0.108, uniformity/train=-3.37, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 41%|████ | 192/469 [00:19<00:27, 10.10it/s, v_num=9, loss/train=0.520, alignment/train=0.116, uniformity/train=-3.30, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 41%|████ | 193/469 [00:19<00:27, 10.10it/s, v_num=9, loss/train=0.520, alignment/train=0.116, uniformity/train=-3.30, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 41%|████ | 193/469 [00:19<00:27, 10.10it/s, v_num=9, loss/train=0.540, alignment/train=0.105, uniformity/train=-3.27, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 41%|████▏ | 194/469 [00:19<00:27, 10.12it/s, v_num=9, loss/train=0.540, alignment/train=0.105, uniformity/train=-3.27, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 41%|████▏ | 194/469 [00:19<00:27, 10.12it/s, v_num=9, loss/train=0.534, alignment/train=0.091, uniformity/train=-3.28, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 42%|████▏ | 195/469 [00:19<00:27, 10.10it/s, v_num=9, loss/train=0.534, alignment/train=0.091, uniformity/train=-3.28, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 42%|████▏ | 195/469 [00:19<00:27, 10.10it/s, v_num=9, loss/train=0.526, alignment/train=0.105, uniformity/train=-3.37, contrastive_acc/train=0.965, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 42%|████▏ | 196/469 [00:19<00:26, 10.12it/s, v_num=9, loss/train=0.526, alignment/train=0.105, uniformity/train=-3.37, contrastive_acc/train=0.965, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 42%|████▏ | 196/469 [00:19<00:26, 10.12it/s, v_num=9, loss/train=0.520, alignment/train=0.0968, uniformity/train=-3.29, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 42%|████▏ | 197/469 [00:19<00:26, 10.13it/s, v_num=9, loss/train=0.520, alignment/train=0.0968, uniformity/train=-3.29, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 42%|████▏ | 197/469 [00:19<00:26, 10.13it/s, v_num=9, loss/train=0.601, alignment/train=0.0983, uniformity/train=-3.13, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 42%|████▏ | 198/469 [00:19<00:26, 10.12it/s, v_num=9, loss/train=0.601, alignment/train=0.0983, uniformity/train=-3.13, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 42%|████▏ | 198/469 [00:19<00:26, 10.12it/s, v_num=9, loss/train=0.455, alignment/train=0.103, uniformity/train=-3.34, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 42%|████▏ | 199/469 [00:19<00:26, 10.13it/s, v_num=9, loss/train=0.455, alignment/train=0.103, uniformity/train=-3.34, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 42%|████▏ | 199/469 [00:19<00:26, 10.13it/s, v_num=9, loss/train=0.498, alignment/train=0.106, uniformity/train=-3.37, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 43%|████▎ | 200/469 [00:19<00:26, 10.15it/s, v_num=9, loss/train=0.498, alignment/train=0.106, uniformity/train=-3.37, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 43%|████▎ | 200/469 [00:19<00:26, 10.15it/s, v_num=9, loss/train=0.542, alignment/train=0.123, uniformity/train=-3.26, contrastive_acc/train=0.969, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 43%|████▎ | 201/469 [00:19<00:26, 10.14it/s, v_num=9, loss/train=0.542, alignment/train=0.123, uniformity/train=-3.26, contrastive_acc/train=0.969, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 43%|████▎ | 201/469 [00:19<00:26, 10.14it/s, v_num=9, loss/train=0.502, alignment/train=0.102, uniformity/train=-3.25, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 43%|████▎ | 202/469 [00:19<00:26, 10.13it/s, v_num=9, loss/train=0.502, alignment/train=0.102, uniformity/train=-3.25, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 43%|████▎ | 202/469 [00:19<00:26, 10.13it/s, v_num=9, loss/train=0.472, alignment/train=0.0991, uniformity/train=-3.28, contrastive_acc/train=1.000, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 43%|████▎ | 203/469 [00:19<00:26, 10.15it/s, v_num=9, loss/train=0.472, alignment/train=0.0991, uniformity/train=-3.28, contrastive_acc/train=1.000, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 43%|████▎ | 203/469 [00:19<00:26, 10.15it/s, v_num=9, loss/train=0.478, alignment/train=0.108, uniformity/train=-3.37, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 43%|████▎ | 204/469 [00:20<00:26, 10.17it/s, v_num=9, loss/train=0.478, alignment/train=0.108, uniformity/train=-3.37, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 43%|████▎ | 204/469 [00:20<00:26, 10.17it/s, v_num=9, loss/train=0.541, alignment/train=0.121, uniformity/train=-3.35, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 44%|████▎ | 205/469 [00:20<00:25, 10.19it/s, v_num=9, loss/train=0.541, alignment/train=0.121, uniformity/train=-3.35, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 44%|████▎ | 205/469 [00:20<00:25, 10.18it/s, v_num=9, loss/train=0.552, alignment/train=0.101, uniformity/train=-3.24, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 44%|████▍ | 206/469 [00:20<00:25, 10.17it/s, v_num=9, loss/train=0.552, alignment/train=0.101, uniformity/train=-3.24, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 44%|████▍ | 206/469 [00:20<00:25, 10.17it/s, v_num=9, loss/train=0.484, alignment/train=0.104, uniformity/train=-3.32, contrastive_acc/train=0.996, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 44%|████▍ | 207/469 [00:20<00:25, 10.19it/s, v_num=9, loss/train=0.484, alignment/train=0.104, uniformity/train=-3.32, contrastive_acc/train=0.996, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 44%|████▍ | 207/469 [00:20<00:25, 10.19it/s, v_num=9, loss/train=0.443, alignment/train=0.111, uniformity/train=-3.38, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 44%|████▍ | 208/469 [00:20<00:25, 10.18it/s, v_num=9, loss/train=0.443, alignment/train=0.111, uniformity/train=-3.38, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 44%|████▍ | 208/469 [00:20<00:25, 10.18it/s, v_num=9, loss/train=0.475, alignment/train=0.099, uniformity/train=-3.31, contrastive_acc/train=0.996, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 45%|████▍ | 209/469 [00:20<00:25, 10.20it/s, v_num=9, loss/train=0.475, alignment/train=0.099, uniformity/train=-3.31, contrastive_acc/train=0.996, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 45%|████▍ | 209/469 [00:20<00:25, 10.20it/s, v_num=9, loss/train=0.521, alignment/train=0.109, uniformity/train=-3.29, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 45%|████▍ | 210/469 [00:20<00:25, 10.22it/s, v_num=9, loss/train=0.521, alignment/train=0.109, uniformity/train=-3.29, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 45%|████▍ | 210/469 [00:20<00:25, 10.22it/s, v_num=9, loss/train=0.517, alignment/train=0.110, uniformity/train=-3.35, contrastive_acc/train=0.969, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 45%|████▍ | 211/469 [00:20<00:25, 10.22it/s, v_num=9, loss/train=0.517, alignment/train=0.110, uniformity/train=-3.35, contrastive_acc/train=0.969, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 45%|████▍ | 211/469 [00:20<00:25, 10.22it/s, v_num=9, loss/train=0.516, alignment/train=0.103, uniformity/train=-3.32, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 45%|████▌ | 212/469 [00:20<00:25, 10.18it/s, v_num=9, loss/train=0.516, alignment/train=0.103, uniformity/train=-3.32, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 45%|████▌ | 212/469 [00:20<00:25, 10.18it/s, v_num=9, loss/train=0.439, alignment/train=0.0982, uniformity/train=-3.36, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 45%|████▌ | 213/469 [00:20<00:25, 10.19it/s, v_num=9, loss/train=0.439, alignment/train=0.0982, uniformity/train=-3.36, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 45%|████▌ | 213/469 [00:20<00:25, 10.19it/s, v_num=9, loss/train=0.510, alignment/train=0.0992, uniformity/train=-3.30, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 46%|████▌ | 214/469 [00:20<00:24, 10.21it/s, v_num=9, loss/train=0.510, alignment/train=0.0992, uniformity/train=-3.30, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 46%|████▌ | 214/469 [00:20<00:24, 10.21it/s, v_num=9, loss/train=0.516, alignment/train=0.117, uniformity/train=-3.34, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 46%|████▌ | 215/469 [00:21<00:24, 10.23it/s, v_num=9, loss/train=0.516, alignment/train=0.117, uniformity/train=-3.34, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 46%|████▌ | 215/469 [00:21<00:24, 10.23it/s, v_num=9, loss/train=0.523, alignment/train=0.124, uniformity/train=-3.34, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 46%|████▌ | 216/469 [00:21<00:24, 10.21it/s, v_num=9, loss/train=0.523, alignment/train=0.124, uniformity/train=-3.34, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 46%|████▌ | 216/469 [00:21<00:24, 10.21it/s, v_num=9, loss/train=0.555, alignment/train=0.119, uniformity/train=-3.33, contrastive_acc/train=0.945, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 46%|████▋ | 217/469 [00:21<00:24, 10.21it/s, v_num=9, loss/train=0.555, alignment/train=0.119, uniformity/train=-3.33, contrastive_acc/train=0.945, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 46%|████▋ | 217/469 [00:21<00:24, 10.21it/s, v_num=9, loss/train=0.493, alignment/train=0.101, uniformity/train=-3.32, contrastive_acc/train=0.969, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 46%|████▋ | 218/469 [00:21<00:24, 10.23it/s, v_num=9, loss/train=0.493, alignment/train=0.101, uniformity/train=-3.32, contrastive_acc/train=0.969, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 46%|████▋ | 218/469 [00:21<00:24, 10.22it/s, v_num=9, loss/train=0.513, alignment/train=0.113, uniformity/train=-3.36, contrastive_acc/train=0.965, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 47%|████▋ | 219/469 [00:21<00:24, 10.24it/s, v_num=9, loss/train=0.513, alignment/train=0.113, uniformity/train=-3.36, contrastive_acc/train=0.965, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 47%|████▋ | 219/469 [00:21<00:24, 10.24it/s, v_num=9, loss/train=0.486, alignment/train=0.0983, uniformity/train=-3.36, contrastive_acc/train=0.969, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 47%|████▋ | 220/469 [00:21<00:24, 10.26it/s, v_num=9, loss/train=0.486, alignment/train=0.0983, uniformity/train=-3.36, contrastive_acc/train=0.969, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 47%|████▋ | 220/469 [00:21<00:24, 10.26it/s, v_num=9, loss/train=0.485, alignment/train=0.101, uniformity/train=-3.36, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 47%|████▋ | 221/469 [00:21<00:24, 10.21it/s, v_num=9, loss/train=0.485, alignment/train=0.101, uniformity/train=-3.36, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 47%|████▋ | 221/469 [00:21<00:24, 10.21it/s, v_num=9, loss/train=0.500, alignment/train=0.0992, uniformity/train=-3.35, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 47%|████▋ | 222/469 [00:21<00:24, 10.21it/s, v_num=9, loss/train=0.500, alignment/train=0.0992, uniformity/train=-3.35, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 47%|████▋ | 222/469 [00:21<00:24, 10.21it/s, v_num=9, loss/train=0.553, alignment/train=0.121, uniformity/train=-3.31, contrastive_acc/train=0.961, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 48%|████▊ | 223/469 [00:21<00:24, 10.23it/s, v_num=9, loss/train=0.553, alignment/train=0.121, uniformity/train=-3.31, contrastive_acc/train=0.961, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 48%|████▊ | 223/469 [00:21<00:24, 10.23it/s, v_num=9, loss/train=0.579, alignment/train=0.0991, uniformity/train=-3.30, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 48%|████▊ | 224/469 [00:21<00:23, 10.25it/s, v_num=9, loss/train=0.579, alignment/train=0.0991, uniformity/train=-3.30, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 48%|████▊ | 224/469 [00:21<00:23, 10.25it/s, v_num=9, loss/train=0.526, alignment/train=0.119, uniformity/train=-3.38, contrastive_acc/train=0.969, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 48%|████▊ | 225/469 [00:21<00:23, 10.26it/s, v_num=9, loss/train=0.526, alignment/train=0.119, uniformity/train=-3.38, contrastive_acc/train=0.969, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 48%|████▊ | 225/469 [00:21<00:23, 10.26it/s, v_num=9, loss/train=0.447, alignment/train=0.113, uniformity/train=-3.37, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 48%|████▊ | 226/469 [00:22<00:23, 10.23it/s, v_num=9, loss/train=0.447, alignment/train=0.113, uniformity/train=-3.37, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 48%|████▊ | 226/469 [00:22<00:23, 10.23it/s, v_num=9, loss/train=0.454, alignment/train=0.103, uniformity/train=-3.37, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 48%|████▊ | 227/469 [00:22<00:23, 10.22it/s, v_num=9, loss/train=0.454, alignment/train=0.103, uniformity/train=-3.37, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 48%|████▊ | 227/469 [00:22<00:23, 10.22it/s, v_num=9, loss/train=0.472, alignment/train=0.107, uniformity/train=-3.31, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 49%|████▊ | 228/469 [00:22<00:23, 10.24it/s, v_num=9, loss/train=0.472, alignment/train=0.107, uniformity/train=-3.31, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 49%|████▊ | 228/469 [00:22<00:23, 10.24it/s, v_num=9, loss/train=0.509, alignment/train=0.0962, uniformity/train=-3.34, contrastive_acc/train=0.969, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 49%|████▉ | 229/469 [00:22<00:23, 10.26it/s, v_num=9, loss/train=0.509, alignment/train=0.0962, uniformity/train=-3.34, contrastive_acc/train=0.969, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 49%|████▉ | 229/469 [00:22<00:23, 10.26it/s, v_num=9, loss/train=0.461, alignment/train=0.0929, uniformity/train=-3.35, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 49%|████▉ | 230/469 [00:22<00:23, 10.26it/s, v_num=9, loss/train=0.461, alignment/train=0.0929, uniformity/train=-3.35, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 49%|████▉ | 230/469 [00:22<00:23, 10.26it/s, v_num=9, loss/train=0.479, alignment/train=0.0906, uniformity/train=-3.34, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 49%|████▉ | 231/469 [00:22<00:23, 10.24it/s, v_num=9, loss/train=0.479, alignment/train=0.0906, uniformity/train=-3.34, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 49%|████▉ | 231/469 [00:22<00:23, 10.24it/s, v_num=9, loss/train=0.508, alignment/train=0.109, uniformity/train=-3.34, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 49%|████▉ | 232/469 [00:22<00:23, 10.25it/s, v_num=9, loss/train=0.508, alignment/train=0.109, uniformity/train=-3.34, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 49%|████▉ | 232/469 [00:22<00:23, 10.25it/s, v_num=9, loss/train=0.475, alignment/train=0.114, uniformity/train=-3.33, contrastive_acc/train=0.996, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 50%|████▉ | 233/469 [00:22<00:23, 10.26it/s, v_num=9, loss/train=0.475, alignment/train=0.114, uniformity/train=-3.33, contrastive_acc/train=0.996, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 50%|████▉ | 233/469 [00:22<00:23, 10.26it/s, v_num=9, loss/train=0.449, alignment/train=0.0957, uniformity/train=-3.34, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 50%|████▉ | 234/469 [00:22<00:22, 10.28it/s, v_num=9, loss/train=0.449, alignment/train=0.0957, uniformity/train=-3.34, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 50%|████▉ | 234/469 [00:22<00:22, 10.28it/s, v_num=9, loss/train=0.461, alignment/train=0.106, uniformity/train=-3.39, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 50%|█████ | 235/469 [00:22<00:22, 10.29it/s, v_num=9, loss/train=0.461, alignment/train=0.106, uniformity/train=-3.39, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 50%|█████ | 235/469 [00:22<00:22, 10.29it/s, v_num=9, loss/train=0.520, alignment/train=0.117, uniformity/train=-3.37, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 50%|█████ | 236/469 [00:22<00:22, 10.29it/s, v_num=9, loss/train=0.520, alignment/train=0.117, uniformity/train=-3.37, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 50%|█████ | 236/469 [00:22<00:22, 10.29it/s, v_num=9, loss/train=0.536, alignment/train=0.116, uniformity/train=-3.33, contrastive_acc/train=0.969, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 51%|█████ | 237/469 [00:23<00:22, 10.26it/s, v_num=9, loss/train=0.536, alignment/train=0.116, uniformity/train=-3.33, contrastive_acc/train=0.969, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 51%|█████ | 237/469 [00:23<00:22, 10.25it/s, v_num=9, loss/train=0.450, alignment/train=0.108, uniformity/train=-3.37, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 51%|█████ | 238/469 [00:23<00:22, 10.26it/s, v_num=9, loss/train=0.450, alignment/train=0.108, uniformity/train=-3.37, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 51%|█████ | 238/469 [00:23<00:22, 10.26it/s, v_num=9, loss/train=0.446, alignment/train=0.0958, uniformity/train=-3.36, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 51%|█████ | 239/469 [00:23<00:22, 10.28it/s, v_num=9, loss/train=0.446, alignment/train=0.0958, uniformity/train=-3.36, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 51%|█████ | 239/469 [00:23<00:22, 10.28it/s, v_num=9, loss/train=0.535, alignment/train=0.0967, uniformity/train=-3.31, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 51%|█████ | 240/469 [00:23<00:22, 10.29it/s, v_num=9, loss/train=0.535, alignment/train=0.0967, uniformity/train=-3.31, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 51%|█████ | 240/469 [00:23<00:22, 10.29it/s, v_num=9, loss/train=0.448, alignment/train=0.0969, uniformity/train=-3.32, contrastive_acc/train=1.000, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 51%|█████▏ | 241/469 [00:23<00:22, 10.29it/s, v_num=9, loss/train=0.448, alignment/train=0.0969, uniformity/train=-3.32, contrastive_acc/train=1.000, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 51%|█████▏ | 241/469 [00:23<00:22, 10.29it/s, v_num=9, loss/train=0.451, alignment/train=0.0965, uniformity/train=-3.35, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 52%|█████▏ | 242/469 [00:23<00:22, 10.29it/s, v_num=9, loss/train=0.451, alignment/train=0.0965, uniformity/train=-3.35, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 52%|█████▏ | 242/469 [00:23<00:22, 10.29it/s, v_num=9, loss/train=0.470, alignment/train=0.119, uniformity/train=-3.40, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 52%|█████▏ | 243/469 [00:23<00:21, 10.31it/s, v_num=9, loss/train=0.470, alignment/train=0.119, uniformity/train=-3.40, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 52%|█████▏ | 243/469 [00:23<00:21, 10.31it/s, v_num=9, loss/train=0.508, alignment/train=0.113, uniformity/train=-3.34, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 52%|█████▏ | 244/469 [00:23<00:21, 10.30it/s, v_num=9, loss/train=0.508, alignment/train=0.113, uniformity/train=-3.34, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 52%|█████▏ | 244/469 [00:23<00:21, 10.30it/s, v_num=9, loss/train=0.487, alignment/train=0.110, uniformity/train=-3.35, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 52%|█████▏ | 245/469 [00:23<00:21, 10.29it/s, v_num=9, loss/train=0.487, alignment/train=0.110, uniformity/train=-3.35, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 52%|█████▏ | 245/469 [00:23<00:21, 10.29it/s, v_num=9, loss/train=0.524, alignment/train=0.118, uniformity/train=-3.32, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 52%|█████▏ | 246/469 [00:23<00:21, 10.29it/s, v_num=9, loss/train=0.524, alignment/train=0.118, uniformity/train=-3.32, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 52%|█████▏ | 246/469 [00:23<00:21, 10.29it/s, v_num=9, loss/train=0.429, alignment/train=0.109, uniformity/train=-3.40, contrastive_acc/train=0.996, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 53%|█████▎ | 247/469 [00:23<00:21, 10.31it/s, v_num=9, loss/train=0.429, alignment/train=0.109, uniformity/train=-3.40, contrastive_acc/train=0.996, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 53%|█████▎ | 247/469 [00:23<00:21, 10.31it/s, v_num=9, loss/train=0.497, alignment/train=0.110, uniformity/train=-3.38, contrastive_acc/train=0.969, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 53%|█████▎ | 248/469 [00:24<00:21, 10.32it/s, v_num=9, loss/train=0.497, alignment/train=0.110, uniformity/train=-3.38, contrastive_acc/train=0.969, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 53%|█████▎ | 248/469 [00:24<00:21, 10.32it/s, v_num=9, loss/train=0.542, alignment/train=0.108, uniformity/train=-3.35, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 53%|█████▎ | 249/469 [00:24<00:21, 10.30it/s, v_num=9, loss/train=0.542, alignment/train=0.108, uniformity/train=-3.35, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 53%|█████▎ | 249/469 [00:24<00:21, 10.30it/s, v_num=9, loss/train=0.428, alignment/train=0.108, uniformity/train=-3.37, contrastive_acc/train=0.996, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 53%|█████▎ | 250/469 [00:24<00:21, 10.32it/s, v_num=9, loss/train=0.428, alignment/train=0.108, uniformity/train=-3.37, contrastive_acc/train=0.996, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 53%|█████▎ | 250/469 [00:24<00:21, 10.32it/s, v_num=9, loss/train=0.423, alignment/train=0.0987, uniformity/train=-3.39, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 54%|█████▎ | 251/469 [00:24<00:21, 10.32it/s, v_num=9, loss/train=0.423, alignment/train=0.0987, uniformity/train=-3.39, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 54%|█████▎ | 251/469 [00:24<00:21, 10.32it/s, v_num=9, loss/train=0.470, alignment/train=0.101, uniformity/train=-3.36, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 54%|█████▎ | 252/469 [00:24<00:21, 10.32it/s, v_num=9, loss/train=0.470, alignment/train=0.101, uniformity/train=-3.36, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 54%|█████▎ | 252/469 [00:24<00:21, 10.32it/s, v_num=9, loss/train=0.420, alignment/train=0.0953, uniformity/train=-3.40, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 54%|█████▍ | 253/469 [00:24<00:20, 10.33it/s, v_num=9, loss/train=0.420, alignment/train=0.0953, uniformity/train=-3.40, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 54%|█████▍ | 253/469 [00:24<00:20, 10.33it/s, v_num=9, loss/train=0.552, alignment/train=0.110, uniformity/train=-3.35, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 54%|█████▍ | 254/469 [00:24<00:20, 10.34it/s, v_num=9, loss/train=0.552, alignment/train=0.110, uniformity/train=-3.35, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 54%|█████▍ | 254/469 [00:24<00:20, 10.34it/s, v_num=9, loss/train=0.432, alignment/train=0.113, uniformity/train=-3.39, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 54%|█████▍ | 255/469 [00:24<00:20, 10.35it/s, v_num=9, loss/train=0.432, alignment/train=0.113, uniformity/train=-3.39, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 54%|█████▍ | 255/469 [00:24<00:20, 10.35it/s, v_num=9, loss/train=0.560, alignment/train=0.128, uniformity/train=-3.37, contrastive_acc/train=0.941, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 55%|█████▍ | 256/469 [00:24<00:20, 10.34it/s, v_num=9, loss/train=0.560, alignment/train=0.128, uniformity/train=-3.37, contrastive_acc/train=0.941, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 55%|█████▍ | 256/469 [00:24<00:20, 10.34it/s, v_num=9, loss/train=0.516, alignment/train=0.108, uniformity/train=-3.37, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 55%|█████▍ | 257/469 [00:24<00:20, 10.34it/s, v_num=9, loss/train=0.516, alignment/train=0.108, uniformity/train=-3.37, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 55%|█████▍ | 257/469 [00:24<00:20, 10.34it/s, v_num=9, loss/train=0.420, alignment/train=0.0996, uniformity/train=-3.39, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 55%|█████▌ | 258/469 [00:24<00:20, 10.35it/s, v_num=9, loss/train=0.420, alignment/train=0.0996, uniformity/train=-3.39, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 55%|█████▌ | 258/469 [00:24<00:20, 10.35it/s, v_num=9, loss/train=0.569, alignment/train=0.130, uniformity/train=-3.38, contrastive_acc/train=0.957, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 55%|█████▌ | 259/469 [00:25<00:20, 10.35it/s, v_num=9, loss/train=0.569, alignment/train=0.130, uniformity/train=-3.38, contrastive_acc/train=0.957, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 55%|█████▌ | 259/469 [00:25<00:20, 10.35it/s, v_num=9, loss/train=0.424, alignment/train=0.104, uniformity/train=-3.41, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 55%|█████▌ | 260/469 [00:25<00:20, 10.35it/s, v_num=9, loss/train=0.424, alignment/train=0.104, uniformity/train=-3.41, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 55%|█████▌ | 260/469 [00:25<00:20, 10.34it/s, v_num=9, loss/train=0.541, alignment/train=0.113, uniformity/train=-3.35, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 56%|█████▌ | 261/469 [00:25<00:20, 10.35it/s, v_num=9, loss/train=0.541, alignment/train=0.113, uniformity/train=-3.35, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 56%|█████▌ | 261/469 [00:25<00:20, 10.35it/s, v_num=9, loss/train=0.469, alignment/train=0.0933, uniformity/train=-3.38, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 56%|█████▌ | 262/469 [00:25<00:20, 10.35it/s, v_num=9, loss/train=0.469, alignment/train=0.0933, uniformity/train=-3.38, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 56%|█████▌ | 262/469 [00:25<00:20, 10.35it/s, v_num=9, loss/train=0.407, alignment/train=0.096, uniformity/train=-3.42, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 56%|█████▌ | 263/469 [00:25<00:19, 10.35it/s, v_num=9, loss/train=0.407, alignment/train=0.096, uniformity/train=-3.42, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 56%|█████▌ | 263/469 [00:25<00:19, 10.35it/s, v_num=9, loss/train=0.511, alignment/train=0.114, uniformity/train=-3.36, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 56%|█████▋ | 264/469 [00:25<00:19, 10.35it/s, v_num=9, loss/train=0.511, alignment/train=0.114, uniformity/train=-3.36, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 56%|█████▋ | 264/469 [00:25<00:19, 10.34it/s, v_num=9, loss/train=0.547, alignment/train=0.126, uniformity/train=-3.33, contrastive_acc/train=0.957, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 57%|█████▋ | 265/469 [00:25<00:19, 10.36it/s, v_num=9, loss/train=0.547, alignment/train=0.126, uniformity/train=-3.33, contrastive_acc/train=0.957, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 57%|█████▋ | 265/469 [00:25<00:19, 10.36it/s, v_num=9, loss/train=0.517, alignment/train=0.0963, uniformity/train=-3.34, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 57%|█████▋ | 266/469 [00:25<00:19, 10.36it/s, v_num=9, loss/train=0.517, alignment/train=0.0963, uniformity/train=-3.34, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 57%|█████▋ | 266/469 [00:25<00:19, 10.36it/s, v_num=9, loss/train=0.469, alignment/train=0.106, uniformity/train=-3.35, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 57%|█████▋ | 267/469 [00:25<00:19, 10.36it/s, v_num=9, loss/train=0.469, alignment/train=0.106, uniformity/train=-3.35, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 57%|█████▋ | 267/469 [00:25<00:19, 10.36it/s, v_num=9, loss/train=0.510, alignment/train=0.110, uniformity/train=-3.38, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 57%|█████▋ | 268/469 [00:25<00:19, 10.37it/s, v_num=9, loss/train=0.510, alignment/train=0.110, uniformity/train=-3.38, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 57%|█████▋ | 268/469 [00:25<00:19, 10.37it/s, v_num=9, loss/train=0.495, alignment/train=0.110, uniformity/train=-3.35, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 57%|█████▋ | 269/469 [00:25<00:19, 10.37it/s, v_num=9, loss/train=0.495, alignment/train=0.110, uniformity/train=-3.35, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 57%|█████▋ | 269/469 [00:25<00:19, 10.37it/s, v_num=9, loss/train=0.509, alignment/train=0.109, uniformity/train=-3.33, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 58%|█████▊ | 270/469 [00:26<00:19, 10.37it/s, v_num=9, loss/train=0.509, alignment/train=0.109, uniformity/train=-3.33, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 58%|█████▊ | 270/469 [00:26<00:19, 10.37it/s, v_num=9, loss/train=0.493, alignment/train=0.103, uniformity/train=-3.33, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 58%|█████▊ | 271/469 [00:26<00:19, 10.37it/s, v_num=9, loss/train=0.493, alignment/train=0.103, uniformity/train=-3.33, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 58%|█████▊ | 271/469 [00:26<00:19, 10.37it/s, v_num=9, loss/train=0.469, alignment/train=0.105, uniformity/train=-3.37, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 58%|█████▊ | 272/469 [00:26<00:18, 10.39it/s, v_num=9, loss/train=0.469, alignment/train=0.105, uniformity/train=-3.37, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 58%|█████▊ | 272/469 [00:26<00:18, 10.39it/s, v_num=9, loss/train=0.391, alignment/train=0.0892, uniformity/train=-3.38, contrastive_acc/train=0.996, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 58%|█████▊ | 273/469 [00:26<00:18, 10.38it/s, v_num=9, loss/train=0.391, alignment/train=0.0892, uniformity/train=-3.38, contrastive_acc/train=0.996, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 58%|█████▊ | 273/469 [00:26<00:18, 10.38it/s, v_num=9, loss/train=0.462, alignment/train=0.100, uniformity/train=-3.37, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 58%|█████▊ | 274/469 [00:26<00:18, 10.38it/s, v_num=9, loss/train=0.462, alignment/train=0.100, uniformity/train=-3.37, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 58%|█████▊ | 274/469 [00:26<00:18, 10.38it/s, v_num=9, loss/train=0.438, alignment/train=0.106, uniformity/train=-3.36, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 59%|█████▊ | 275/469 [00:26<00:18, 10.40it/s, v_num=9, loss/train=0.438, alignment/train=0.106, uniformity/train=-3.36, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 59%|█████▊ | 275/469 [00:26<00:18, 10.39it/s, v_num=9, loss/train=0.503, alignment/train=0.118, uniformity/train=-3.35, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 59%|█████▉ | 276/469 [00:26<00:18, 10.40it/s, v_num=9, loss/train=0.503, alignment/train=0.118, uniformity/train=-3.35, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 59%|█████▉ | 276/469 [00:26<00:18, 10.40it/s, v_num=9, loss/train=0.542, alignment/train=0.128, uniformity/train=-3.37, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 59%|█████▉ | 277/469 [00:26<00:18, 10.40it/s, v_num=9, loss/train=0.542, alignment/train=0.128, uniformity/train=-3.37, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 59%|█████▉ | 277/469 [00:26<00:18, 10.40it/s, v_num=9, loss/train=0.574, alignment/train=0.102, uniformity/train=-3.31, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 59%|█████▉ | 278/469 [00:26<00:18, 10.39it/s, v_num=9, loss/train=0.574, alignment/train=0.102, uniformity/train=-3.31, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 59%|█████▉ | 278/469 [00:26<00:18, 10.39it/s, v_num=9, loss/train=0.503, alignment/train=0.106, uniformity/train=-3.36, contrastive_acc/train=0.969, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 59%|█████▉ | 279/469 [00:26<00:18, 10.41it/s, v_num=9, loss/train=0.503, alignment/train=0.106, uniformity/train=-3.36, contrastive_acc/train=0.969, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 59%|█████▉ | 279/469 [00:26<00:18, 10.41it/s, v_num=9, loss/train=0.384, alignment/train=0.096, uniformity/train=-3.36, contrastive_acc/train=0.996, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 60%|█████▉ | 280/469 [00:26<00:18, 10.40it/s, v_num=9, loss/train=0.384, alignment/train=0.096, uniformity/train=-3.36, contrastive_acc/train=0.996, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 60%|█████▉ | 280/469 [00:26<00:18, 10.40it/s, v_num=9, loss/train=0.497, alignment/train=0.112, uniformity/train=-3.36, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 60%|█████▉ | 281/469 [00:27<00:18, 10.38it/s, v_num=9, loss/train=0.497, alignment/train=0.112, uniformity/train=-3.36, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 60%|█████▉ | 281/469 [00:27<00:18, 10.38it/s, v_num=9, loss/train=0.467, alignment/train=0.116, uniformity/train=-3.39, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 60%|██████ | 282/469 [00:27<00:17, 10.39it/s, v_num=9, loss/train=0.467, alignment/train=0.116, uniformity/train=-3.39, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 60%|██████ | 282/469 [00:27<00:17, 10.39it/s, v_num=9, loss/train=0.472, alignment/train=0.128, uniformity/train=-3.39, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 60%|██████ | 283/469 [00:27<00:17, 10.41it/s, v_num=9, loss/train=0.472, alignment/train=0.128, uniformity/train=-3.39, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 60%|██████ | 283/469 [00:27<00:17, 10.41it/s, v_num=9, loss/train=0.492, alignment/train=0.0895, uniformity/train=-3.35, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 61%|██████ | 284/469 [00:27<00:17, 10.41it/s, v_num=9, loss/train=0.492, alignment/train=0.0895, uniformity/train=-3.35, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 61%|██████ | 284/469 [00:27<00:17, 10.41it/s, v_num=9, loss/train=0.456, alignment/train=0.108, uniformity/train=-3.40, contrastive_acc/train=0.969, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 61%|██████ | 285/469 [00:27<00:17, 10.41it/s, v_num=9, loss/train=0.456, alignment/train=0.108, uniformity/train=-3.40, contrastive_acc/train=0.969, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 61%|██████ | 285/469 [00:27<00:17, 10.41it/s, v_num=9, loss/train=0.453, alignment/train=0.0925, uniformity/train=-3.35, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 61%|██████ | 286/469 [00:27<00:17, 10.39it/s, v_num=9, loss/train=0.453, alignment/train=0.0925, uniformity/train=-3.35, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 61%|██████ | 286/469 [00:27<00:17, 10.39it/s, v_num=9, loss/train=0.454, alignment/train=0.104, uniformity/train=-3.37, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 61%|██████ | 287/469 [00:27<00:17, 10.40it/s, v_num=9, loss/train=0.454, alignment/train=0.104, uniformity/train=-3.37, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 61%|██████ | 287/469 [00:27<00:17, 10.40it/s, v_num=9, loss/train=0.515, alignment/train=0.109, uniformity/train=-3.32, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 61%|██████▏ | 288/469 [00:27<00:17, 10.41it/s, v_num=9, loss/train=0.515, alignment/train=0.109, uniformity/train=-3.32, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 61%|██████▏ | 288/469 [00:27<00:17, 10.41it/s, v_num=9, loss/train=0.429, alignment/train=0.0995, uniformity/train=-3.39, contrastive_acc/train=0.996, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 62%|██████▏ | 289/469 [00:27<00:17, 10.42it/s, v_num=9, loss/train=0.429, alignment/train=0.0995, uniformity/train=-3.39, contrastive_acc/train=0.996, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 62%|██████▏ | 289/469 [00:27<00:17, 10.42it/s, v_num=9, loss/train=0.464, alignment/train=0.109, uniformity/train=-3.37, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 62%|██████▏ | 290/469 [00:27<00:17, 10.43it/s, v_num=9, loss/train=0.464, alignment/train=0.109, uniformity/train=-3.37, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 62%|██████▏ | 290/469 [00:27<00:17, 10.43it/s, v_num=9, loss/train=0.457, alignment/train=0.108, uniformity/train=-3.37, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 62%|██████▏ | 291/469 [00:27<00:17, 10.42it/s, v_num=9, loss/train=0.457, alignment/train=0.108, uniformity/train=-3.37, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 62%|██████▏ | 291/469 [00:27<00:17, 10.42it/s, v_num=9, loss/train=0.476, alignment/train=0.112, uniformity/train=-3.39, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 62%|██████▏ | 292/469 [00:28<00:16, 10.42it/s, v_num=9, loss/train=0.476, alignment/train=0.112, uniformity/train=-3.39, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 62%|██████▏ | 292/469 [00:28<00:16, 10.42it/s, v_num=9, loss/train=0.469, alignment/train=0.101, uniformity/train=-3.36, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 62%|██████▏ | 293/469 [00:28<00:16, 10.42it/s, v_num=9, loss/train=0.469, alignment/train=0.101, uniformity/train=-3.36, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 62%|██████▏ | 293/469 [00:28<00:16, 10.42it/s, v_num=9, loss/train=0.480, alignment/train=0.105, uniformity/train=-3.37, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 63%|██████▎ | 294/469 [00:28<00:16, 10.42it/s, v_num=9, loss/train=0.480, alignment/train=0.105, uniformity/train=-3.37, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 63%|██████▎ | 294/469 [00:28<00:16, 10.42it/s, v_num=9, loss/train=0.465, alignment/train=0.106, uniformity/train=-3.37, contrastive_acc/train=0.996, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 63%|██████▎ | 295/469 [00:28<00:16, 10.43it/s, v_num=9, loss/train=0.465, alignment/train=0.106, uniformity/train=-3.37, contrastive_acc/train=0.996, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 63%|██████▎ | 295/469 [00:28<00:16, 10.43it/s, v_num=9, loss/train=0.424, alignment/train=0.0902, uniformity/train=-3.38, contrastive_acc/train=0.996, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 63%|██████▎ | 296/469 [00:28<00:16, 10.44it/s, v_num=9, loss/train=0.424, alignment/train=0.0902, uniformity/train=-3.38, contrastive_acc/train=0.996, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 63%|██████▎ | 296/469 [00:28<00:16, 10.44it/s, v_num=9, loss/train=0.439, alignment/train=0.102, uniformity/train=-3.36, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 63%|██████▎ | 297/469 [00:28<00:16, 10.43it/s, v_num=9, loss/train=0.439, alignment/train=0.102, uniformity/train=-3.36, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 63%|██████▎ | 297/469 [00:28<00:16, 10.43it/s, v_num=9, loss/train=0.497, alignment/train=0.108, uniformity/train=-3.38, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 64%|██████▎ | 298/469 [00:28<00:16, 10.44it/s, v_num=9, loss/train=0.497, alignment/train=0.108, uniformity/train=-3.38, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 64%|██████▎ | 298/469 [00:28<00:16, 10.44it/s, v_num=9, loss/train=0.422, alignment/train=0.0978, uniformity/train=-3.38, contrastive_acc/train=0.996, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 64%|██████▍ | 299/469 [00:28<00:16, 10.45it/s, v_num=9, loss/train=0.422, alignment/train=0.0978, uniformity/train=-3.38, contrastive_acc/train=0.996, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 64%|██████▍ | 299/469 [00:28<00:16, 10.45it/s, v_num=9, loss/train=0.417, alignment/train=0.0977, uniformity/train=-3.38, contrastive_acc/train=0.996, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 64%|██████▍ | 300/469 [00:28<00:16, 10.45it/s, v_num=9, loss/train=0.417, alignment/train=0.0977, uniformity/train=-3.38, contrastive_acc/train=0.996, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 64%|██████▍ | 300/469 [00:28<00:16, 10.45it/s, v_num=9, loss/train=0.441, alignment/train=0.124, uniformity/train=-3.42, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 64%|██████▍ | 301/469 [00:28<00:16, 10.45it/s, v_num=9, loss/train=0.441, alignment/train=0.124, uniformity/train=-3.42, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 64%|██████▍ | 301/469 [00:28<00:16, 10.45it/s, v_num=9, loss/train=0.454, alignment/train=0.0927, uniformity/train=-3.37, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 64%|██████▍ | 302/469 [00:28<00:16, 10.43it/s, v_num=9, loss/train=0.454, alignment/train=0.0927, uniformity/train=-3.37, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 64%|██████▍ | 302/469 [00:28<00:16, 10.43it/s, v_num=9, loss/train=0.422, alignment/train=0.111, uniformity/train=-3.41, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 65%|██████▍ | 303/469 [00:29<00:15, 10.44it/s, v_num=9, loss/train=0.422, alignment/train=0.111, uniformity/train=-3.41, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 65%|██████▍ | 303/469 [00:29<00:15, 10.44it/s, v_num=9, loss/train=0.439, alignment/train=0.0978, uniformity/train=-3.40, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 65%|██████▍ | 304/469 [00:29<00:15, 10.45it/s, v_num=9, loss/train=0.439, alignment/train=0.0978, uniformity/train=-3.40, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 65%|██████▍ | 304/469 [00:29<00:15, 10.45it/s, v_num=9, loss/train=0.450, alignment/train=0.0951, uniformity/train=-3.38, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 65%|██████▌ | 305/469 [00:29<00:15, 10.45it/s, v_num=9, loss/train=0.450, alignment/train=0.0951, uniformity/train=-3.38, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 65%|██████▌ | 305/469 [00:29<00:15, 10.45it/s, v_num=9, loss/train=0.432, alignment/train=0.094, uniformity/train=-3.37, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 65%|██████▌ | 306/469 [00:29<00:15, 10.45it/s, v_num=9, loss/train=0.432, alignment/train=0.094, uniformity/train=-3.37, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 65%|██████▌ | 306/469 [00:29<00:15, 10.45it/s, v_num=9, loss/train=0.437, alignment/train=0.0887, uniformity/train=-3.38, contrastive_acc/train=0.996, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 65%|██████▌ | 307/469 [00:29<00:15, 10.45it/s, v_num=9, loss/train=0.437, alignment/train=0.0887, uniformity/train=-3.38, contrastive_acc/train=0.996, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 65%|██████▌ | 307/469 [00:29<00:15, 10.45it/s, v_num=9, loss/train=0.482, alignment/train=0.103, uniformity/train=-3.35, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 66%|██████▌ | 308/469 [00:29<00:15, 10.46it/s, v_num=9, loss/train=0.482, alignment/train=0.103, uniformity/train=-3.35, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 66%|██████▌ | 308/469 [00:29<00:15, 10.46it/s, v_num=9, loss/train=0.465, alignment/train=0.101, uniformity/train=-3.40, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 66%|██████▌ | 309/469 [00:29<00:15, 10.47it/s, v_num=9, loss/train=0.465, alignment/train=0.101, uniformity/train=-3.40, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 66%|██████▌ | 309/469 [00:29<00:15, 10.47it/s, v_num=9, loss/train=0.430, alignment/train=0.113, uniformity/train=-3.41, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 66%|██████▌ | 310/469 [00:29<00:15, 10.49it/s, v_num=9, loss/train=0.430, alignment/train=0.113, uniformity/train=-3.41, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 66%|██████▌ | 310/469 [00:29<00:15, 10.49it/s, v_num=9, loss/train=0.461, alignment/train=0.104, uniformity/train=-3.37, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 66%|██████▋ | 311/469 [00:29<00:15, 10.48it/s, v_num=9, loss/train=0.461, alignment/train=0.104, uniformity/train=-3.37, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 66%|██████▋ | 311/469 [00:29<00:15, 10.48it/s, v_num=9, loss/train=0.500, alignment/train=0.103, uniformity/train=-3.35, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 67%|██████▋ | 312/469 [00:29<00:14, 10.48it/s, v_num=9, loss/train=0.500, alignment/train=0.103, uniformity/train=-3.35, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 67%|██████▋ | 312/469 [00:29<00:14, 10.48it/s, v_num=9, loss/train=0.458, alignment/train=0.0979, uniformity/train=-3.39, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 67%|██████▋ | 313/469 [00:29<00:14, 10.47it/s, v_num=9, loss/train=0.458, alignment/train=0.0979, uniformity/train=-3.39, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 67%|██████▋ | 313/469 [00:29<00:14, 10.47it/s, v_num=9, loss/train=0.419, alignment/train=0.109, uniformity/train=-3.40, contrastive_acc/train=1.000, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 67%|██████▋ | 314/469 [00:29<00:14, 10.48it/s, v_num=9, loss/train=0.419, alignment/train=0.109, uniformity/train=-3.40, contrastive_acc/train=1.000, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 67%|██████▋ | 314/469 [00:29<00:14, 10.48it/s, v_num=9, loss/train=0.460, alignment/train=0.107, uniformity/train=-3.37, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 67%|██████▋ | 315/469 [00:30<00:14, 10.49it/s, v_num=9, loss/train=0.460, alignment/train=0.107, uniformity/train=-3.37, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 67%|██████▋ | 315/469 [00:30<00:14, 10.49it/s, v_num=9, loss/train=0.453, alignment/train=0.0947, uniformity/train=-3.35, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 67%|██████▋ | 316/469 [00:30<00:14, 10.51it/s, v_num=9, loss/train=0.453, alignment/train=0.0947, uniformity/train=-3.35, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 67%|██████▋ | 316/469 [00:30<00:14, 10.51it/s, v_num=9, loss/train=0.492, alignment/train=0.112, uniformity/train=-3.37, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 68%|██████▊ | 317/469 [00:30<00:14, 10.48it/s, v_num=9, loss/train=0.492, alignment/train=0.112, uniformity/train=-3.37, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 68%|██████▊ | 317/469 [00:30<00:14, 10.48it/s, v_num=9, loss/train=0.480, alignment/train=0.109, uniformity/train=-3.38, contrastive_acc/train=0.996, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 68%|██████▊ | 318/469 [00:30<00:14, 10.47it/s, v_num=9, loss/train=0.480, alignment/train=0.109, uniformity/train=-3.38, contrastive_acc/train=0.996, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 68%|██████▊ | 318/469 [00:30<00:14, 10.47it/s, v_num=9, loss/train=0.482, alignment/train=0.106, uniformity/train=-3.36, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 68%|██████▊ | 319/469 [00:30<00:14, 10.48it/s, v_num=9, loss/train=0.482, alignment/train=0.106, uniformity/train=-3.36, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 68%|██████▊ | 319/469 [00:30<00:14, 10.48it/s, v_num=9, loss/train=0.421, alignment/train=0.0991, uniformity/train=-3.40, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 68%|██████▊ | 320/469 [00:30<00:14, 10.49it/s, v_num=9, loss/train=0.421, alignment/train=0.0991, uniformity/train=-3.40, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 68%|██████▊ | 320/469 [00:30<00:14, 10.49it/s, v_num=9, loss/train=0.479, alignment/train=0.0989, uniformity/train=-3.35, contrastive_acc/train=0.965, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 68%|██████▊ | 321/469 [00:30<00:14, 10.50it/s, v_num=9, loss/train=0.479, alignment/train=0.0989, uniformity/train=-3.35, contrastive_acc/train=0.965, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 68%|██████▊ | 321/469 [00:30<00:14, 10.50it/s, v_num=9, loss/train=0.425, alignment/train=0.100, uniformity/train=-3.40, contrastive_acc/train=0.996, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 69%|██████▊ | 322/469 [00:30<00:14, 10.48it/s, v_num=9, loss/train=0.425, alignment/train=0.100, uniformity/train=-3.40, contrastive_acc/train=0.996, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 69%|██████▊ | 322/469 [00:30<00:14, 10.48it/s, v_num=9, loss/train=0.446, alignment/train=0.110, uniformity/train=-3.38, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 69%|██████▉ | 323/469 [00:30<00:13, 10.48it/s, v_num=9, loss/train=0.446, alignment/train=0.110, uniformity/train=-3.38, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 69%|██████▉ | 323/469 [00:30<00:13, 10.48it/s, v_num=9, loss/train=0.391, alignment/train=0.0911, uniformity/train=-3.42, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 69%|██████▉ | 324/469 [00:30<00:13, 10.49it/s, v_num=9, loss/train=0.391, alignment/train=0.0911, uniformity/train=-3.42, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 69%|██████▉ | 324/469 [00:30<00:13, 10.49it/s, v_num=9, loss/train=0.397, alignment/train=0.110, uniformity/train=-3.40, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 69%|██████▉ | 325/469 [00:30<00:13, 10.50it/s, v_num=9, loss/train=0.397, alignment/train=0.110, uniformity/train=-3.40, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 69%|██████▉ | 325/469 [00:30<00:13, 10.50it/s, v_num=9, loss/train=0.427, alignment/train=0.118, uniformity/train=-3.37, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 70%|██████▉ | 326/469 [00:31<00:13, 10.51it/s, v_num=9, loss/train=0.427, alignment/train=0.118, uniformity/train=-3.37, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 70%|██████▉ | 326/469 [00:31<00:13, 10.51it/s, v_num=9, loss/train=0.457, alignment/train=0.103, uniformity/train=-3.39, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 70%|██████▉ | 327/469 [00:31<00:13, 10.51it/s, v_num=9, loss/train=0.457, alignment/train=0.103, uniformity/train=-3.39, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 70%|██████▉ | 327/469 [00:31<00:13, 10.51it/s, v_num=9, loss/train=0.481, alignment/train=0.122, uniformity/train=-3.39, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 70%|██████▉ | 328/469 [00:31<00:13, 10.52it/s, v_num=9, loss/train=0.481, alignment/train=0.122, uniformity/train=-3.39, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 70%|██████▉ | 328/469 [00:31<00:13, 10.52it/s, v_num=9, loss/train=0.507, alignment/train=0.0999, uniformity/train=-3.32, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 70%|███████ | 329/469 [00:31<00:13, 10.48it/s, v_num=9, loss/train=0.507, alignment/train=0.0999, uniformity/train=-3.32, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 70%|███████ | 329/469 [00:31<00:13, 10.48it/s, v_num=9, loss/train=0.464, alignment/train=0.110, uniformity/train=-3.34, contrastive_acc/train=0.996, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 70%|███████ | 330/469 [00:31<00:13, 10.49it/s, v_num=9, loss/train=0.464, alignment/train=0.110, uniformity/train=-3.34, contrastive_acc/train=0.996, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 70%|███████ | 330/469 [00:31<00:13, 10.48it/s, v_num=9, loss/train=0.369, alignment/train=0.111, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 71%|███████ | 331/469 [00:31<00:13, 10.49it/s, v_num=9, loss/train=0.369, alignment/train=0.111, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 71%|███████ | 331/469 [00:31<00:13, 10.49it/s, v_num=9, loss/train=0.481, alignment/train=0.127, uniformity/train=-3.36, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 71%|███████ | 332/469 [00:31<00:13, 10.50it/s, v_num=9, loss/train=0.481, alignment/train=0.127, uniformity/train=-3.36, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 71%|███████ | 332/469 [00:31<00:13, 10.50it/s, v_num=9, loss/train=0.412, alignment/train=0.119, uniformity/train=-3.40, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 71%|███████ | 333/469 [00:31<00:12, 10.50it/s, v_num=9, loss/train=0.412, alignment/train=0.119, uniformity/train=-3.40, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 71%|███████ | 333/469 [00:31<00:12, 10.50it/s, v_num=9, loss/train=0.449, alignment/train=0.110, uniformity/train=-3.38, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 71%|███████ | 334/469 [00:31<00:12, 10.51it/s, v_num=9, loss/train=0.449, alignment/train=0.110, uniformity/train=-3.38, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 71%|███████ | 334/469 [00:31<00:12, 10.51it/s, v_num=9, loss/train=0.382, alignment/train=0.0979, uniformity/train=-3.41, contrastive_acc/train=1.000, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 71%|███████▏ | 335/469 [00:31<00:12, 10.50it/s, v_num=9, loss/train=0.382, alignment/train=0.0979, uniformity/train=-3.41, contrastive_acc/train=1.000, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 71%|███████▏ | 335/469 [00:31<00:12, 10.50it/s, v_num=9, loss/train=0.416, alignment/train=0.100, uniformity/train=-3.40, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 72%|███████▏ | 336/469 [00:31<00:12, 10.51it/s, v_num=9, loss/train=0.416, alignment/train=0.100, uniformity/train=-3.40, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 72%|███████▏ | 336/469 [00:31<00:12, 10.51it/s, v_num=9, loss/train=0.501, alignment/train=0.104, uniformity/train=-3.37, contrastive_acc/train=0.945, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 72%|███████▏ | 337/469 [00:32<00:12, 10.52it/s, v_num=9, loss/train=0.501, alignment/train=0.104, uniformity/train=-3.37, contrastive_acc/train=0.945, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 72%|███████▏ | 337/469 [00:32<00:12, 10.52it/s, v_num=9, loss/train=0.502, alignment/train=0.0983, uniformity/train=-3.35, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 72%|███████▏ | 338/469 [00:32<00:12, 10.51it/s, v_num=9, loss/train=0.502, alignment/train=0.0983, uniformity/train=-3.35, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 72%|███████▏ | 338/469 [00:32<00:12, 10.51it/s, v_num=9, loss/train=0.404, alignment/train=0.111, uniformity/train=-3.40, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 72%|███████▏ | 339/469 [00:32<00:12, 10.51it/s, v_num=9, loss/train=0.404, alignment/train=0.111, uniformity/train=-3.40, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 72%|███████▏ | 339/469 [00:32<00:12, 10.51it/s, v_num=9, loss/train=0.400, alignment/train=0.103, uniformity/train=-3.41, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 72%|███████▏ | 340/469 [00:32<00:12, 10.52it/s, v_num=9, loss/train=0.400, alignment/train=0.103, uniformity/train=-3.41, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 72%|███████▏ | 340/469 [00:32<00:12, 10.51it/s, v_num=9, loss/train=0.391, alignment/train=0.0982, uniformity/train=-3.37, contrastive_acc/train=0.996, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 73%|███████▎ | 341/469 [00:32<00:12, 10.53it/s, v_num=9, loss/train=0.391, alignment/train=0.0982, uniformity/train=-3.37, contrastive_acc/train=0.996, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 73%|███████▎ | 341/469 [00:32<00:12, 10.53it/s, v_num=9, loss/train=0.452, alignment/train=0.0962, uniformity/train=-3.38, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 73%|███████▎ | 342/469 [00:32<00:12, 10.52it/s, v_num=9, loss/train=0.452, alignment/train=0.0962, uniformity/train=-3.38, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 73%|███████▎ | 342/469 [00:32<00:12, 10.52it/s, v_num=9, loss/train=0.472, alignment/train=0.0957, uniformity/train=-3.31, contrastive_acc/train=1.000, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 73%|███████▎ | 343/469 [00:32<00:11, 10.52it/s, v_num=9, loss/train=0.472, alignment/train=0.0957, uniformity/train=-3.31, contrastive_acc/train=1.000, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 73%|███████▎ | 343/469 [00:32<00:11, 10.52it/s, v_num=9, loss/train=0.477, alignment/train=0.100, uniformity/train=-3.37, contrastive_acc/train=0.965, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 73%|███████▎ | 344/469 [00:32<00:11, 10.53it/s, v_num=9, loss/train=0.477, alignment/train=0.100, uniformity/train=-3.37, contrastive_acc/train=0.965, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 73%|███████▎ | 344/469 [00:32<00:11, 10.53it/s, v_num=9, loss/train=0.413, alignment/train=0.112, uniformity/train=-3.39, contrastive_acc/train=0.996, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 74%|███████▎ | 345/469 [00:32<00:11, 10.51it/s, v_num=9, loss/train=0.413, alignment/train=0.112, uniformity/train=-3.39, contrastive_acc/train=0.996, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 74%|███████▎ | 345/469 [00:32<00:11, 10.51it/s, v_num=9, loss/train=0.438, alignment/train=0.110, uniformity/train=-3.40, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 74%|███████▍ | 346/469 [00:32<00:11, 10.52it/s, v_num=9, loss/train=0.438, alignment/train=0.110, uniformity/train=-3.40, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 74%|███████▍ | 346/469 [00:32<00:11, 10.52it/s, v_num=9, loss/train=0.487, alignment/train=0.105, uniformity/train=-3.34, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 74%|███████▍ | 347/469 [00:32<00:11, 10.52it/s, v_num=9, loss/train=0.487, alignment/train=0.105, uniformity/train=-3.34, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 74%|███████▍ | 347/469 [00:32<00:11, 10.52it/s, v_num=9, loss/train=0.506, alignment/train=0.111, uniformity/train=-3.36, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 74%|███████▍ | 348/469 [00:33<00:11, 10.52it/s, v_num=9, loss/train=0.506, alignment/train=0.111, uniformity/train=-3.36, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 74%|███████▍ | 348/469 [00:33<00:11, 10.52it/s, v_num=9, loss/train=0.516, alignment/train=0.105, uniformity/train=-3.36, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 74%|███████▍ | 349/469 [00:33<00:11, 10.53it/s, v_num=9, loss/train=0.516, alignment/train=0.105, uniformity/train=-3.36, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 74%|███████▍ | 349/469 [00:33<00:11, 10.53it/s, v_num=9, loss/train=0.443, alignment/train=0.111, uniformity/train=-3.39, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 75%|███████▍ | 350/469 [00:33<00:11, 10.53it/s, v_num=9, loss/train=0.443, alignment/train=0.111, uniformity/train=-3.39, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 75%|███████▍ | 350/469 [00:33<00:11, 10.53it/s, v_num=9, loss/train=0.495, alignment/train=0.128, uniformity/train=-3.37, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 75%|███████▍ | 351/469 [00:33<00:11, 10.53it/s, v_num=9, loss/train=0.495, alignment/train=0.128, uniformity/train=-3.37, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 75%|███████▍ | 351/469 [00:33<00:11, 10.53it/s, v_num=9, loss/train=0.502, alignment/train=0.109, uniformity/train=-3.34, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 75%|███████▌ | 352/469 [00:33<00:11, 10.53it/s, v_num=9, loss/train=0.502, alignment/train=0.109, uniformity/train=-3.34, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 75%|███████▌ | 352/469 [00:33<00:11, 10.53it/s, v_num=9, loss/train=0.462, alignment/train=0.109, uniformity/train=-3.38, contrastive_acc/train=0.996, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 75%|███████▌ | 353/469 [00:33<00:11, 10.52it/s, v_num=9, loss/train=0.462, alignment/train=0.109, uniformity/train=-3.38, contrastive_acc/train=0.996, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 75%|███████▌ | 353/469 [00:33<00:11, 10.52it/s, v_num=9, loss/train=0.383, alignment/train=0.0932, uniformity/train=-3.39, contrastive_acc/train=0.996, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 75%|███████▌ | 354/469 [00:33<00:10, 10.54it/s, v_num=9, loss/train=0.383, alignment/train=0.0932, uniformity/train=-3.39, contrastive_acc/train=0.996, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 75%|███████▌ | 354/469 [00:33<00:10, 10.53it/s, v_num=9, loss/train=0.450, alignment/train=0.106, uniformity/train=-3.34, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 76%|███████▌ | 355/469 [00:33<00:10, 10.53it/s, v_num=9, loss/train=0.450, alignment/train=0.106, uniformity/train=-3.34, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 76%|███████▌ | 355/469 [00:33<00:10, 10.53it/s, v_num=9, loss/train=0.446, alignment/train=0.102, uniformity/train=-3.36, contrastive_acc/train=0.965, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 76%|███████▌ | 356/469 [00:33<00:10, 10.53it/s, v_num=9, loss/train=0.446, alignment/train=0.102, uniformity/train=-3.36, contrastive_acc/train=0.965, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 76%|███████▌ | 356/469 [00:33<00:10, 10.53it/s, v_num=9, loss/train=0.424, alignment/train=0.110, uniformity/train=-3.39, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 76%|███████▌ | 357/469 [00:33<00:10, 10.53it/s, v_num=9, loss/train=0.424, alignment/train=0.110, uniformity/train=-3.39, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 76%|███████▌ | 357/469 [00:33<00:10, 10.53it/s, v_num=9, loss/train=0.482, alignment/train=0.0893, uniformity/train=-3.35, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 76%|███████▋ | 358/469 [00:33<00:10, 10.54it/s, v_num=9, loss/train=0.482, alignment/train=0.0893, uniformity/train=-3.35, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 76%|███████▋ | 358/469 [00:33<00:10, 10.54it/s, v_num=9, loss/train=0.426, alignment/train=0.112, uniformity/train=-3.38, contrastive_acc/train=0.996, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 77%|███████▋ | 359/469 [00:34<00:10, 10.54it/s, v_num=9, loss/train=0.426, alignment/train=0.112, uniformity/train=-3.38, contrastive_acc/train=0.996, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 77%|███████▋ | 359/469 [00:34<00:10, 10.54it/s, v_num=9, loss/train=0.480, alignment/train=0.0938, uniformity/train=-3.33, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 77%|███████▋ | 360/469 [00:34<00:10, 10.54it/s, v_num=9, loss/train=0.480, alignment/train=0.0938, uniformity/train=-3.33, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 77%|███████▋ | 360/469 [00:34<00:10, 10.54it/s, v_num=9, loss/train=0.494, alignment/train=0.104, uniformity/train=-3.34, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 77%|███████▋ | 361/469 [00:34<00:10, 10.55it/s, v_num=9, loss/train=0.494, alignment/train=0.104, uniformity/train=-3.34, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 77%|███████▋ | 361/469 [00:34<00:10, 10.55it/s, v_num=9, loss/train=0.537, alignment/train=0.101, uniformity/train=-3.34, contrastive_acc/train=0.969, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 77%|███████▋ | 362/469 [00:34<00:10, 10.55it/s, v_num=9, loss/train=0.537, alignment/train=0.101, uniformity/train=-3.34, contrastive_acc/train=0.969, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 77%|███████▋ | 362/469 [00:34<00:10, 10.55it/s, v_num=9, loss/train=0.474, alignment/train=0.118, uniformity/train=-3.38, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 77%|███████▋ | 363/469 [00:34<00:10, 10.54it/s, v_num=9, loss/train=0.474, alignment/train=0.118, uniformity/train=-3.38, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 77%|███████▋ | 363/469 [00:34<00:10, 10.54it/s, v_num=9, loss/train=0.470, alignment/train=0.119, uniformity/train=-3.37, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 78%|███████▊ | 364/469 [00:34<00:09, 10.54it/s, v_num=9, loss/train=0.470, alignment/train=0.119, uniformity/train=-3.37, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 78%|███████▊ | 364/469 [00:34<00:09, 10.54it/s, v_num=9, loss/train=0.463, alignment/train=0.113, uniformity/train=-3.38, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 78%|███████▊ | 365/469 [00:34<00:09, 10.55it/s, v_num=9, loss/train=0.463, alignment/train=0.113, uniformity/train=-3.38, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 78%|███████▊ | 365/469 [00:34<00:09, 10.55it/s, v_num=9, loss/train=0.522, alignment/train=0.111, uniformity/train=-3.33, contrastive_acc/train=0.961, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 78%|███████▊ | 366/469 [00:34<00:09, 10.56it/s, v_num=9, loss/train=0.522, alignment/train=0.111, uniformity/train=-3.33, contrastive_acc/train=0.961, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 78%|███████▊ | 366/469 [00:34<00:09, 10.56it/s, v_num=9, loss/train=0.396, alignment/train=0.0967, uniformity/train=-3.41, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 78%|███████▊ | 367/469 [00:34<00:09, 10.56it/s, v_num=9, loss/train=0.396, alignment/train=0.0967, uniformity/train=-3.41, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 78%|███████▊ | 367/469 [00:34<00:09, 10.56it/s, v_num=9, loss/train=0.479, alignment/train=0.118, uniformity/train=-3.38, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 78%|███████▊ | 368/469 [00:34<00:09, 10.55it/s, v_num=9, loss/train=0.479, alignment/train=0.118, uniformity/train=-3.38, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 78%|███████▊ | 368/469 [00:34<00:09, 10.55it/s, v_num=9, loss/train=0.514, alignment/train=0.0932, uniformity/train=-3.35, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 79%|███████▊ | 369/469 [00:34<00:09, 10.56it/s, v_num=9, loss/train=0.514, alignment/train=0.0932, uniformity/train=-3.35, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 79%|███████▊ | 369/469 [00:34<00:09, 10.56it/s, v_num=9, loss/train=0.517, alignment/train=0.108, uniformity/train=-3.38, contrastive_acc/train=0.969, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 79%|███████▉ | 370/469 [00:35<00:09, 10.56it/s, v_num=9, loss/train=0.517, alignment/train=0.108, uniformity/train=-3.38, contrastive_acc/train=0.969, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 79%|███████▉ | 370/469 [00:35<00:09, 10.56it/s, v_num=9, loss/train=0.424, alignment/train=0.118, uniformity/train=-3.41, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 79%|███████▉ | 371/469 [00:35<00:09, 10.56it/s, v_num=9, loss/train=0.424, alignment/train=0.118, uniformity/train=-3.41, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 79%|███████▉ | 371/469 [00:35<00:09, 10.56it/s, v_num=9, loss/train=0.473, alignment/train=0.102, uniformity/train=-3.36, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 79%|███████▉ | 372/469 [00:35<00:09, 10.57it/s, v_num=9, loss/train=0.473, alignment/train=0.102, uniformity/train=-3.36, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 79%|███████▉ | 372/469 [00:35<00:09, 10.57it/s, v_num=9, loss/train=0.479, alignment/train=0.109, uniformity/train=-3.35, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 80%|███████▉ | 373/469 [00:35<00:09, 10.58it/s, v_num=9, loss/train=0.479, alignment/train=0.109, uniformity/train=-3.35, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 80%|███████▉ | 373/469 [00:35<00:09, 10.58it/s, v_num=9, loss/train=0.389, alignment/train=0.105, uniformity/train=-3.40, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 80%|███████▉ | 374/469 [00:35<00:08, 10.57it/s, v_num=9, loss/train=0.389, alignment/train=0.105, uniformity/train=-3.40, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 80%|███████▉ | 374/469 [00:35<00:08, 10.57it/s, v_num=9, loss/train=0.411, alignment/train=0.0908, uniformity/train=-3.41, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 80%|███████▉ | 375/469 [00:35<00:08, 10.57it/s, v_num=9, loss/train=0.411, alignment/train=0.0908, uniformity/train=-3.41, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 80%|███████▉ | 375/469 [00:35<00:08, 10.57it/s, v_num=9, loss/train=0.425, alignment/train=0.102, uniformity/train=-3.40, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 80%|████████ | 376/469 [00:35<00:08, 10.57it/s, v_num=9, loss/train=0.425, alignment/train=0.102, uniformity/train=-3.40, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 80%|████████ | 376/469 [00:35<00:08, 10.57it/s, v_num=9, loss/train=0.401, alignment/train=0.0924, uniformity/train=-3.38, contrastive_acc/train=0.996, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 80%|████████ | 377/469 [00:35<00:08, 10.57it/s, v_num=9, loss/train=0.401, alignment/train=0.0924, uniformity/train=-3.38, contrastive_acc/train=0.996, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 80%|████████ | 377/469 [00:35<00:08, 10.57it/s, v_num=9, loss/train=0.575, alignment/train=0.120, uniformity/train=-3.30, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 81%|████████ | 378/469 [00:35<00:08, 10.58it/s, v_num=9, loss/train=0.575, alignment/train=0.120, uniformity/train=-3.30, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 81%|████████ | 378/469 [00:35<00:08, 10.58it/s, v_num=9, loss/train=0.423, alignment/train=0.110, uniformity/train=-3.37, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 81%|████████ | 379/469 [00:35<00:08, 10.57it/s, v_num=9, loss/train=0.423, alignment/train=0.110, uniformity/train=-3.37, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 81%|████████ | 379/469 [00:35<00:08, 10.57it/s, v_num=9, loss/train=0.451, alignment/train=0.110, uniformity/train=-3.37, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 81%|████████ | 380/469 [00:35<00:08, 10.57it/s, v_num=9, loss/train=0.451, alignment/train=0.110, uniformity/train=-3.37, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 81%|████████ | 380/469 [00:35<00:08, 10.57it/s, v_num=9, loss/train=0.477, alignment/train=0.106, uniformity/train=-3.35, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 81%|████████ | 381/469 [00:36<00:08, 10.57it/s, v_num=9, loss/train=0.477, alignment/train=0.106, uniformity/train=-3.35, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 81%|████████ | 381/469 [00:36<00:08, 10.57it/s, v_num=9, loss/train=0.408, alignment/train=0.108, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 81%|████████▏ | 382/469 [00:36<00:08, 10.56it/s, v_num=9, loss/train=0.408, alignment/train=0.108, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 81%|████████▏ | 382/469 [00:36<00:08, 10.56it/s, v_num=9, loss/train=0.503, alignment/train=0.119, uniformity/train=-3.36, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 82%|████████▏ | 383/469 [00:36<00:08, 10.57it/s, v_num=9, loss/train=0.503, alignment/train=0.119, uniformity/train=-3.36, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 82%|████████▏ | 383/469 [00:36<00:08, 10.57it/s, v_num=9, loss/train=0.456, alignment/train=0.112, uniformity/train=-3.38, contrastive_acc/train=0.996, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 82%|████████▏ | 384/469 [00:36<00:08, 10.58it/s, v_num=9, loss/train=0.456, alignment/train=0.112, uniformity/train=-3.38, contrastive_acc/train=0.996, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 82%|████████▏ | 384/469 [00:36<00:08, 10.58it/s, v_num=9, loss/train=0.443, alignment/train=0.0989, uniformity/train=-3.36, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 82%|████████▏ | 385/469 [00:36<00:07, 10.59it/s, v_num=9, loss/train=0.443, alignment/train=0.0989, uniformity/train=-3.36, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 82%|████████▏ | 385/469 [00:36<00:07, 10.59it/s, v_num=9, loss/train=0.413, alignment/train=0.0976, uniformity/train=-3.41, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 82%|████████▏ | 386/469 [00:36<00:07, 10.60it/s, v_num=9, loss/train=0.413, alignment/train=0.0976, uniformity/train=-3.41, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 82%|████████▏ | 386/469 [00:36<00:07, 10.60it/s, v_num=9, loss/train=0.459, alignment/train=0.102, uniformity/train=-3.36, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 83%|████████▎ | 387/469 [00:36<00:07, 10.57it/s, v_num=9, loss/train=0.459, alignment/train=0.102, uniformity/train=-3.36, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 83%|████████▎ | 387/469 [00:36<00:07, 10.57it/s, v_num=9, loss/train=0.456, alignment/train=0.105, uniformity/train=-3.34, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 83%|████████▎ | 388/469 [00:36<00:07, 10.58it/s, v_num=9, loss/train=0.456, alignment/train=0.105, uniformity/train=-3.34, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 83%|████████▎ | 388/469 [00:36<00:07, 10.58it/s, v_num=9, loss/train=0.471, alignment/train=0.126, uniformity/train=-3.37, contrastive_acc/train=0.965, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 83%|████████▎ | 389/469 [00:36<00:07, 10.59it/s, v_num=9, loss/train=0.471, alignment/train=0.126, uniformity/train=-3.37, contrastive_acc/train=0.965, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 83%|████████▎ | 389/469 [00:36<00:07, 10.59it/s, v_num=9, loss/train=0.519, alignment/train=0.114, uniformity/train=-3.30, contrastive_acc/train=0.965, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 83%|████████▎ | 390/469 [00:36<00:07, 10.59it/s, v_num=9, loss/train=0.519, alignment/train=0.114, uniformity/train=-3.30, contrastive_acc/train=0.965, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 83%|████████▎ | 390/469 [00:36<00:07, 10.59it/s, v_num=9, loss/train=0.494, alignment/train=0.118, uniformity/train=-3.37, contrastive_acc/train=0.969, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 83%|████████▎ | 391/469 [00:36<00:07, 10.59it/s, v_num=9, loss/train=0.494, alignment/train=0.118, uniformity/train=-3.37, contrastive_acc/train=0.969, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 83%|████████▎ | 391/469 [00:36<00:07, 10.59it/s, v_num=9, loss/train=0.426, alignment/train=0.0883, uniformity/train=-3.38, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 84%|████████▎ | 392/469 [00:37<00:07, 10.59it/s, v_num=9, loss/train=0.426, alignment/train=0.0883, uniformity/train=-3.38, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 84%|████████▎ | 392/469 [00:37<00:07, 10.59it/s, v_num=9, loss/train=0.506, alignment/train=0.109, uniformity/train=-3.35, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 84%|████████▍ | 393/469 [00:37<00:07, 10.60it/s, v_num=9, loss/train=0.506, alignment/train=0.109, uniformity/train=-3.35, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 84%|████████▍ | 393/469 [00:37<00:07, 10.60it/s, v_num=9, loss/train=0.464, alignment/train=0.108, uniformity/train=-3.37, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 84%|████████▍ | 394/469 [00:37<00:07, 10.59it/s, v_num=9, loss/train=0.464, alignment/train=0.108, uniformity/train=-3.37, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 84%|████████▍ | 394/469 [00:37<00:07, 10.59it/s, v_num=9, loss/train=0.437, alignment/train=0.100, uniformity/train=-3.34, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 84%|████████▍ | 395/469 [00:37<00:06, 10.58it/s, v_num=9, loss/train=0.437, alignment/train=0.100, uniformity/train=-3.34, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 84%|████████▍ | 395/469 [00:37<00:06, 10.58it/s, v_num=9, loss/train=0.438, alignment/train=0.114, uniformity/train=-3.38, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 84%|████████▍ | 396/469 [00:37<00:06, 10.59it/s, v_num=9, loss/train=0.438, alignment/train=0.114, uniformity/train=-3.38, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 84%|████████▍ | 396/469 [00:37<00:06, 10.59it/s, v_num=9, loss/train=0.454, alignment/train=0.103, uniformity/train=-3.36, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 85%|████████▍ | 397/469 [00:37<00:06, 10.60it/s, v_num=9, loss/train=0.454, alignment/train=0.103, uniformity/train=-3.36, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 85%|████████▍ | 397/469 [00:37<00:06, 10.60it/s, v_num=9, loss/train=0.507, alignment/train=0.129, uniformity/train=-3.39, contrastive_acc/train=0.961, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 85%|████████▍ | 398/469 [00:37<00:06, 10.60it/s, v_num=9, loss/train=0.507, alignment/train=0.129, uniformity/train=-3.39, contrastive_acc/train=0.961, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 85%|████████▍ | 398/469 [00:37<00:06, 10.60it/s, v_num=9, loss/train=0.458, alignment/train=0.114, uniformity/train=-3.38, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 85%|████████▌ | 399/469 [00:37<00:06, 10.60it/s, v_num=9, loss/train=0.458, alignment/train=0.114, uniformity/train=-3.38, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 85%|████████▌ | 399/469 [00:37<00:06, 10.60it/s, v_num=9, loss/train=0.403, alignment/train=0.105, uniformity/train=-3.41, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 85%|████████▌ | 400/469 [00:37<00:06, 10.60it/s, v_num=9, loss/train=0.403, alignment/train=0.105, uniformity/train=-3.41, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 85%|████████▌ | 400/469 [00:37<00:06, 10.60it/s, v_num=9, loss/train=0.447, alignment/train=0.0795, uniformity/train=-3.31, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 86%|████████▌ | 401/469 [00:37<00:06, 10.61it/s, v_num=9, loss/train=0.447, alignment/train=0.0795, uniformity/train=-3.31, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 86%|████████▌ | 401/469 [00:37<00:06, 10.61it/s, v_num=9, loss/train=0.460, alignment/train=0.0942, uniformity/train=-3.35, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 86%|████████▌ | 402/469 [00:37<00:06, 10.62it/s, v_num=9, loss/train=0.460, alignment/train=0.0942, uniformity/train=-3.35, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 86%|████████▌ | 402/469 [00:37<00:06, 10.62it/s, v_num=9, loss/train=0.412, alignment/train=0.101, uniformity/train=-3.40, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 86%|████████▌ | 403/469 [00:37<00:06, 10.63it/s, v_num=9, loss/train=0.412, alignment/train=0.101, uniformity/train=-3.40, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 86%|████████▌ | 403/469 [00:37<00:06, 10.63it/s, v_num=9, loss/train=0.471, alignment/train=0.0926, uniformity/train=-3.33, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 86%|████████▌ | 404/469 [00:38<00:06, 10.61it/s, v_num=9, loss/train=0.471, alignment/train=0.0926, uniformity/train=-3.33, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 86%|████████▌ | 404/469 [00:38<00:06, 10.61it/s, v_num=9, loss/train=0.493, alignment/train=0.117, uniformity/train=-3.35, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 86%|████████▋ | 405/469 [00:38<00:06, 10.60it/s, v_num=9, loss/train=0.493, alignment/train=0.117, uniformity/train=-3.35, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 86%|████████▋ | 405/469 [00:38<00:06, 10.60it/s, v_num=9, loss/train=0.450, alignment/train=0.095, uniformity/train=-3.33, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 87%|████████▋ | 406/469 [00:38<00:05, 10.60it/s, v_num=9, loss/train=0.450, alignment/train=0.095, uniformity/train=-3.33, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 87%|████████▋ | 406/469 [00:38<00:05, 10.60it/s, v_num=9, loss/train=0.436, alignment/train=0.110, uniformity/train=-3.38, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 87%|████████▋ | 407/469 [00:38<00:05, 10.61it/s, v_num=9, loss/train=0.436, alignment/train=0.110, uniformity/train=-3.38, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 87%|████████▋ | 407/469 [00:38<00:05, 10.61it/s, v_num=9, loss/train=0.458, alignment/train=0.0937, uniformity/train=-3.32, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 87%|████████▋ | 408/469 [00:38<00:05, 10.61it/s, v_num=9, loss/train=0.458, alignment/train=0.0937, uniformity/train=-3.32, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 87%|████████▋ | 408/469 [00:38<00:05, 10.61it/s, v_num=9, loss/train=0.485, alignment/train=0.0927, uniformity/train=-3.29, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 87%|████████▋ | 409/469 [00:38<00:05, 10.60it/s, v_num=9, loss/train=0.485, alignment/train=0.0927, uniformity/train=-3.29, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 87%|████████▋ | 409/469 [00:38<00:05, 10.60it/s, v_num=9, loss/train=0.464, alignment/train=0.102, uniformity/train=-3.31, contrastive_acc/train=0.996, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 87%|████████▋ | 410/469 [00:38<00:05, 10.61it/s, v_num=9, loss/train=0.464, alignment/train=0.102, uniformity/train=-3.31, contrastive_acc/train=0.996, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 87%|████████▋ | 410/469 [00:38<00:05, 10.61it/s, v_num=9, loss/train=0.446, alignment/train=0.103, uniformity/train=-3.37, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 88%|████████▊ | 411/469 [00:38<00:05, 10.62it/s, v_num=9, loss/train=0.446, alignment/train=0.103, uniformity/train=-3.37, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 88%|████████▊ | 411/469 [00:38<00:05, 10.62it/s, v_num=9, loss/train=0.498, alignment/train=0.125, uniformity/train=-3.39, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 88%|████████▊ | 412/469 [00:38<00:05, 10.63it/s, v_num=9, loss/train=0.498, alignment/train=0.125, uniformity/train=-3.39, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 88%|████████▊ | 412/469 [00:38<00:05, 10.63it/s, v_num=9, loss/train=0.529, alignment/train=0.0907, uniformity/train=-3.32, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 88%|████████▊ | 413/469 [00:38<00:05, 10.64it/s, v_num=9, loss/train=0.529, alignment/train=0.0907, uniformity/train=-3.32, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 88%|████████▊ | 413/469 [00:38<00:05, 10.64it/s, v_num=9, loss/train=0.501, alignment/train=0.115, uniformity/train=-3.35, contrastive_acc/train=0.969, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 88%|████████▊ | 414/469 [00:38<00:05, 10.65it/s, v_num=9, loss/train=0.501, alignment/train=0.115, uniformity/train=-3.35, contrastive_acc/train=0.969, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 88%|████████▊ | 414/469 [00:38<00:05, 10.65it/s, v_num=9, loss/train=0.460, alignment/train=0.109, uniformity/train=-3.35, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 88%|████████▊ | 415/469 [00:39<00:05, 10.62it/s, v_num=9, loss/train=0.460, alignment/train=0.109, uniformity/train=-3.35, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 88%|████████▊ | 415/469 [00:39<00:05, 10.62it/s, v_num=9, loss/train=0.416, alignment/train=0.104, uniformity/train=-3.39, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 89%|████████▊ | 416/469 [00:39<00:04, 10.63it/s, v_num=9, loss/train=0.416, alignment/train=0.104, uniformity/train=-3.39, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 89%|████████▊ | 416/469 [00:39<00:04, 10.63it/s, v_num=9, loss/train=0.434, alignment/train=0.0961, uniformity/train=-3.35, contrastive_acc/train=0.996, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 89%|████████▉ | 417/469 [00:39<00:04, 10.63it/s, v_num=9, loss/train=0.434, alignment/train=0.0961, uniformity/train=-3.35, contrastive_acc/train=0.996, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 89%|████████▉ | 417/469 [00:39<00:04, 10.63it/s, v_num=9, loss/train=0.538, alignment/train=0.117, uniformity/train=-3.35, contrastive_acc/train=0.965, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 89%|████████▉ | 418/469 [00:39<00:04, 10.62it/s, v_num=9, loss/train=0.538, alignment/train=0.117, uniformity/train=-3.35, contrastive_acc/train=0.965, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 89%|████████▉ | 418/469 [00:39<00:04, 10.62it/s, v_num=9, loss/train=0.476, alignment/train=0.0931, uniformity/train=-3.31, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 89%|████████▉ | 419/469 [00:39<00:04, 10.61it/s, v_num=9, loss/train=0.476, alignment/train=0.0931, uniformity/train=-3.31, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 89%|████████▉ | 419/469 [00:39<00:04, 10.61it/s, v_num=9, loss/train=0.476, alignment/train=0.108, uniformity/train=-3.36, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 90%|████████▉ | 420/469 [00:39<00:04, 10.62it/s, v_num=9, loss/train=0.476, alignment/train=0.108, uniformity/train=-3.36, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 90%|████████▉ | 420/469 [00:39<00:04, 10.62it/s, v_num=9, loss/train=0.572, alignment/train=0.105, uniformity/train=-3.30, contrastive_acc/train=0.969, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 90%|████████▉ | 421/469 [00:39<00:04, 10.62it/s, v_num=9, loss/train=0.572, alignment/train=0.105, uniformity/train=-3.30, contrastive_acc/train=0.969, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 90%|████████▉ | 421/469 [00:39<00:04, 10.62it/s, v_num=9, loss/train=0.431, alignment/train=0.110, uniformity/train=-3.39, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 90%|████████▉ | 422/469 [00:39<00:04, 10.62it/s, v_num=9, loss/train=0.431, alignment/train=0.110, uniformity/train=-3.39, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 90%|████████▉ | 422/469 [00:39<00:04, 10.62it/s, v_num=9, loss/train=0.516, alignment/train=0.112, uniformity/train=-3.31, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 90%|█████████ | 423/469 [00:39<00:04, 10.63it/s, v_num=9, loss/train=0.516, alignment/train=0.112, uniformity/train=-3.31, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 90%|█████████ | 423/469 [00:39<00:04, 10.63it/s, v_num=9, loss/train=0.487, alignment/train=0.115, uniformity/train=-3.32, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 90%|█████████ | 424/469 [00:39<00:04, 10.62it/s, v_num=9, loss/train=0.487, alignment/train=0.115, uniformity/train=-3.32, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 90%|█████████ | 424/469 [00:39<00:04, 10.62it/s, v_num=9, loss/train=0.462, alignment/train=0.109, uniformity/train=-3.32, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 91%|█████████ | 425/469 [00:39<00:04, 10.63it/s, v_num=9, loss/train=0.462, alignment/train=0.109, uniformity/train=-3.32, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 91%|█████████ | 425/469 [00:39<00:04, 10.63it/s, v_num=9, loss/train=0.400, alignment/train=0.101, uniformity/train=-3.39, contrastive_acc/train=0.996, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 91%|█████████ | 426/469 [00:40<00:04, 10.63it/s, v_num=9, loss/train=0.400, alignment/train=0.101, uniformity/train=-3.39, contrastive_acc/train=0.996, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 91%|█████████ | 426/469 [00:40<00:04, 10.63it/s, v_num=9, loss/train=0.427, alignment/train=0.0942, uniformity/train=-3.31, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 91%|█████████ | 427/469 [00:40<00:03, 10.62it/s, v_num=9, loss/train=0.427, alignment/train=0.0942, uniformity/train=-3.31, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 91%|█████████ | 427/469 [00:40<00:03, 10.62it/s, v_num=9, loss/train=0.581, alignment/train=0.109, uniformity/train=-3.33, contrastive_acc/train=0.965, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 91%|█████████▏| 428/469 [00:40<00:03, 10.63it/s, v_num=9, loss/train=0.581, alignment/train=0.109, uniformity/train=-3.33, contrastive_acc/train=0.965, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 91%|█████████▏| 428/469 [00:40<00:03, 10.63it/s, v_num=9, loss/train=0.422, alignment/train=0.0975, uniformity/train=-3.32, contrastive_acc/train=0.996, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 91%|█████████▏| 429/469 [00:40<00:03, 10.64it/s, v_num=9, loss/train=0.422, alignment/train=0.0975, uniformity/train=-3.32, contrastive_acc/train=0.996, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 91%|█████████▏| 429/469 [00:40<00:03, 10.64it/s, v_num=9, loss/train=0.515, alignment/train=0.105, uniformity/train=-3.28, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 92%|█████████▏| 430/469 [00:40<00:03, 10.64it/s, v_num=9, loss/train=0.515, alignment/train=0.105, uniformity/train=-3.28, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 92%|█████████▏| 430/469 [00:40<00:03, 10.64it/s, v_num=9, loss/train=0.539, alignment/train=0.110, uniformity/train=-3.30, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 92%|█████████▏| 431/469 [00:40<00:03, 10.62it/s, v_num=9, loss/train=0.539, alignment/train=0.110, uniformity/train=-3.30, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 92%|█████████▏| 431/469 [00:40<00:03, 10.62it/s, v_num=9, loss/train=0.421, alignment/train=0.106, uniformity/train=-3.38, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 92%|█████████▏| 432/469 [00:40<00:03, 10.63it/s, v_num=9, loss/train=0.421, alignment/train=0.106, uniformity/train=-3.38, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 92%|█████████▏| 432/469 [00:40<00:03, 10.63it/s, v_num=9, loss/train=0.503, alignment/train=0.104, uniformity/train=-3.29, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 92%|█████████▏| 433/469 [00:40<00:03, 10.64it/s, v_num=9, loss/train=0.503, alignment/train=0.104, uniformity/train=-3.29, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 92%|█████████▏| 433/469 [00:40<00:03, 10.64it/s, v_num=9, loss/train=0.437, alignment/train=0.0995, uniformity/train=-3.37, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 93%|█████████▎| 434/469 [00:40<00:03, 10.63it/s, v_num=9, loss/train=0.437, alignment/train=0.0995, uniformity/train=-3.37, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 93%|█████████▎| 434/469 [00:40<00:03, 10.63it/s, v_num=9, loss/train=0.476, alignment/train=0.108, uniformity/train=-3.31, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 93%|█████████▎| 435/469 [00:40<00:03, 10.64it/s, v_num=9, loss/train=0.476, alignment/train=0.108, uniformity/train=-3.31, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 93%|█████████▎| 435/469 [00:40<00:03, 10.64it/s, v_num=9, loss/train=0.537, alignment/train=0.113, uniformity/train=-3.34, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 93%|█████████▎| 436/469 [00:40<00:03, 10.64it/s, v_num=9, loss/train=0.537, alignment/train=0.113, uniformity/train=-3.34, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 93%|█████████▎| 436/469 [00:40<00:03, 10.64it/s, v_num=9, loss/train=0.452, alignment/train=0.0909, uniformity/train=-3.37, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 93%|█████████▎| 437/469 [00:41<00:03, 10.65it/s, v_num=9, loss/train=0.452, alignment/train=0.0909, uniformity/train=-3.37, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 93%|█████████▎| 437/469 [00:41<00:03, 10.65it/s, v_num=9, loss/train=0.522, alignment/train=0.117, uniformity/train=-3.36, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 93%|█████████▎| 438/469 [00:41<00:02, 10.65it/s, v_num=9, loss/train=0.522, alignment/train=0.117, uniformity/train=-3.36, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 93%|█████████▎| 438/469 [00:41<00:02, 10.65it/s, v_num=9, loss/train=0.424, alignment/train=0.0917, uniformity/train=-3.36, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 94%|█████████▎| 439/469 [00:41<00:02, 10.66it/s, v_num=9, loss/train=0.424, alignment/train=0.0917, uniformity/train=-3.36, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 94%|█████████▎| 439/469 [00:41<00:02, 10.66it/s, v_num=9, loss/train=0.425, alignment/train=0.0963, uniformity/train=-3.41, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 94%|█████████▍| 440/469 [00:41<00:02, 10.65it/s, v_num=9, loss/train=0.425, alignment/train=0.0963, uniformity/train=-3.41, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 94%|█████████▍| 440/469 [00:41<00:02, 10.65it/s, v_num=9, loss/train=0.483, alignment/train=0.111, uniformity/train=-3.35, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 94%|█████████▍| 441/469 [00:41<00:02, 10.65it/s, v_num=9, loss/train=0.483, alignment/train=0.111, uniformity/train=-3.35, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 94%|█████████▍| 441/469 [00:41<00:02, 10.65it/s, v_num=9, loss/train=0.410, alignment/train=0.0979, uniformity/train=-3.40, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 94%|█████████▍| 442/469 [00:41<00:02, 10.65it/s, v_num=9, loss/train=0.410, alignment/train=0.0979, uniformity/train=-3.40, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 94%|█████████▍| 442/469 [00:41<00:02, 10.65it/s, v_num=9, loss/train=0.429, alignment/train=0.112, uniformity/train=-3.35, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 94%|█████████▍| 443/469 [00:41<00:02, 10.65it/s, v_num=9, loss/train=0.429, alignment/train=0.112, uniformity/train=-3.35, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 94%|█████████▍| 443/469 [00:41<00:02, 10.65it/s, v_num=9, loss/train=0.421, alignment/train=0.128, uniformity/train=-3.41, contrastive_acc/train=0.996, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 95%|█████████▍| 444/469 [00:41<00:02, 10.65it/s, v_num=9, loss/train=0.421, alignment/train=0.128, uniformity/train=-3.41, contrastive_acc/train=0.996, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 95%|█████████▍| 444/469 [00:41<00:02, 10.65it/s, v_num=9, loss/train=0.441, alignment/train=0.0938, uniformity/train=-3.39, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 95%|█████████▍| 445/469 [00:41<00:02, 10.66it/s, v_num=9, loss/train=0.441, alignment/train=0.0938, uniformity/train=-3.39, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 95%|█████████▍| 445/469 [00:41<00:02, 10.66it/s, v_num=9, loss/train=0.506, alignment/train=0.113, uniformity/train=-3.38, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 95%|█████████▌| 446/469 [00:41<00:02, 10.67it/s, v_num=9, loss/train=0.506, alignment/train=0.113, uniformity/train=-3.38, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 95%|█████████▌| 446/469 [00:41<00:02, 10.67it/s, v_num=9, loss/train=0.423, alignment/train=0.0965, uniformity/train=-3.39, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 95%|█████████▌| 447/469 [00:41<00:02, 10.68it/s, v_num=9, loss/train=0.423, alignment/train=0.0965, uniformity/train=-3.39, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 95%|█████████▌| 447/469 [00:41<00:02, 10.68it/s, v_num=9, loss/train=0.411, alignment/train=0.105, uniformity/train=-3.39, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 96%|█████████▌| 448/469 [00:42<00:01, 10.66it/s, v_num=9, loss/train=0.411, alignment/train=0.105, uniformity/train=-3.39, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 96%|█████████▌| 448/469 [00:42<00:01, 10.66it/s, v_num=9, loss/train=0.450, alignment/train=0.0958, uniformity/train=-3.40, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 96%|█████████▌| 449/469 [00:42<00:01, 10.65it/s, v_num=9, loss/train=0.450, alignment/train=0.0958, uniformity/train=-3.40, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 96%|█████████▌| 449/469 [00:42<00:01, 10.65it/s, v_num=9, loss/train=0.466, alignment/train=0.0989, uniformity/train=-3.37, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 96%|█████████▌| 450/469 [00:42<00:01, 10.66it/s, v_num=9, loss/train=0.466, alignment/train=0.0989, uniformity/train=-3.37, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 96%|█████████▌| 450/469 [00:42<00:01, 10.66it/s, v_num=9, loss/train=0.451, alignment/train=0.103, uniformity/train=-3.39, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 96%|█████████▌| 451/469 [00:42<00:01, 10.68it/s, v_num=9, loss/train=0.451, alignment/train=0.103, uniformity/train=-3.39, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 96%|█████████▌| 451/469 [00:42<00:01, 10.68it/s, v_num=9, loss/train=0.373, alignment/train=0.102, uniformity/train=-3.42, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 96%|█████████▋| 452/469 [00:42<00:01, 10.69it/s, v_num=9, loss/train=0.373, alignment/train=0.102, uniformity/train=-3.42, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 96%|█████████▋| 452/469 [00:42<00:01, 10.69it/s, v_num=9, loss/train=0.477, alignment/train=0.117, uniformity/train=-3.39, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 97%|█████████▋| 453/469 [00:42<00:01, 10.70it/s, v_num=9, loss/train=0.477, alignment/train=0.117, uniformity/train=-3.39, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 97%|█████████▋| 453/469 [00:42<00:01, 10.70it/s, v_num=9, loss/train=0.534, alignment/train=0.106, uniformity/train=-3.35, contrastive_acc/train=0.961, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 97%|█████████▋| 454/469 [00:42<00:01, 10.72it/s, v_num=9, loss/train=0.534, alignment/train=0.106, uniformity/train=-3.35, contrastive_acc/train=0.961, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 97%|█████████▋| 454/469 [00:42<00:01, 10.72it/s, v_num=9, loss/train=0.463, alignment/train=0.111, uniformity/train=-3.38, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 97%|█████████▋| 455/469 [00:42<00:01, 10.73it/s, v_num=9, loss/train=0.463, alignment/train=0.111, uniformity/train=-3.38, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 97%|█████████▋| 455/469 [00:42<00:01, 10.73it/s, v_num=9, loss/train=0.482, alignment/train=0.0931, uniformity/train=-3.34, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 97%|█████████▋| 456/469 [00:42<00:01, 10.75it/s, v_num=9, loss/train=0.482, alignment/train=0.0931, uniformity/train=-3.34, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 97%|█████████▋| 456/469 [00:42<00:01, 10.75it/s, v_num=9, loss/train=0.485, alignment/train=0.124, uniformity/train=-3.40, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 97%|█████████▋| 457/469 [00:42<00:01, 10.76it/s, v_num=9, loss/train=0.485, alignment/train=0.124, uniformity/train=-3.40, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 97%|█████████▋| 457/469 [00:42<00:01, 10.76it/s, v_num=9, loss/train=0.464, alignment/train=0.111, uniformity/train=-3.39, contrastive_acc/train=0.969, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 98%|█████████▊| 458/469 [00:42<00:01, 10.77it/s, v_num=9, loss/train=0.464, alignment/train=0.111, uniformity/train=-3.39, contrastive_acc/train=0.969, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 98%|█████████▊| 458/469 [00:42<00:01, 10.77it/s, v_num=9, loss/train=0.512, alignment/train=0.0926, uniformity/train=-3.28, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 98%|█████████▊| 459/469 [00:42<00:00, 10.79it/s, v_num=9, loss/train=0.512, alignment/train=0.0926, uniformity/train=-3.28, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 98%|█████████▊| 459/469 [00:42<00:00, 10.79it/s, v_num=9, loss/train=0.408, alignment/train=0.0966, uniformity/train=-3.41, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 98%|█████████▊| 460/469 [00:42<00:00, 10.80it/s, v_num=9, loss/train=0.408, alignment/train=0.0966, uniformity/train=-3.41, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 98%|█████████▊| 460/469 [00:42<00:00, 10.80it/s, v_num=9, loss/train=0.458, alignment/train=0.125, uniformity/train=-3.41, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 98%|█████████▊| 461/469 [00:42<00:00, 10.82it/s, v_num=9, loss/train=0.458, alignment/train=0.125, uniformity/train=-3.41, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 98%|█████████▊| 461/469 [00:42<00:00, 10.82it/s, v_num=9, loss/train=0.419, alignment/train=0.121, uniformity/train=-3.39, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 99%|█████████▊| 462/469 [00:42<00:00, 10.83it/s, v_num=9, loss/train=0.419, alignment/train=0.121, uniformity/train=-3.39, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 99%|█████████▊| 462/469 [00:42<00:00, 10.83it/s, v_num=9, loss/train=0.447, alignment/train=0.109, uniformity/train=-3.40, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 99%|█████████▊| 463/469 [00:42<00:00, 10.84it/s, v_num=9, loss/train=0.447, alignment/train=0.109, uniformity/train=-3.40, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 99%|█████████▊| 463/469 [00:42<00:00, 10.84it/s, v_num=9, loss/train=0.354, alignment/train=0.113, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 99%|█████████▉| 464/469 [00:42<00:00, 10.86it/s, v_num=9, loss/train=0.354, alignment/train=0.113, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 99%|█████████▉| 464/469 [00:42<00:00, 10.86it/s, v_num=9, loss/train=0.428, alignment/train=0.106, uniformity/train=-3.38, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 99%|█████████▉| 465/469 [00:42<00:00, 10.87it/s, v_num=9, loss/train=0.428, alignment/train=0.106, uniformity/train=-3.38, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 99%|█████████▉| 465/469 [00:42<00:00, 10.87it/s, v_num=9, loss/train=0.512, alignment/train=0.130, uniformity/train=-3.38, contrastive_acc/train=0.949, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 99%|█████████▉| 466/469 [00:42<00:00, 10.88it/s, v_num=9, loss/train=0.512, alignment/train=0.130, uniformity/train=-3.38, contrastive_acc/train=0.949, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 99%|█████████▉| 466/469 [00:42<00:00, 10.88it/s, v_num=9, loss/train=0.437, alignment/train=0.0959, uniformity/train=-3.39, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 100%|█████████▉| 467/469 [00:42<00:00, 10.90it/s, v_num=9, loss/train=0.437, alignment/train=0.0959, uniformity/train=-3.39, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 100%|█████████▉| 467/469 [00:42<00:00, 10.90it/s, v_num=9, loss/train=0.442, alignment/train=0.121, uniformity/train=-3.40, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 100%|█████████▉| 468/469 [00:42<00:00, 10.91it/s, v_num=9, loss/train=0.442, alignment/train=0.121, uniformity/train=-3.40, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 100%|█████████▉| 468/469 [00:42<00:00, 10.91it/s, v_num=9, loss/train=0.410, alignment/train=0.116, uniformity/train=-3.40, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 100%|██████████| 469/469 [00:42<00:00, 10.92it/s, v_num=9, loss/train=0.410, alignment/train=0.116, uniformity/train=-3.40, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 100%|██████████| 469/469 [00:42<00:00, 10.92it/s, v_num=9, loss/train=0.298, alignment/train=0.0952, uniformity/train=-3.34, contrastive_acc/train=0.990, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
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Epoch 2: 100%|██████████| 469/469 [00:48<00:00, 9.59it/s, v_num=9, loss/train=0.298, alignment/train=0.0952, uniformity/train=-3.34, contrastive_acc/train=0.990, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 100%|██████████| 469/469 [00:48<00:00, 9.59it/s, v_num=9, loss/train=0.298, alignment/train=0.0952, uniformity/train=-3.34, contrastive_acc/train=0.990, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 0%| | 0/469 [00:00<?, ?it/s, v_num=9, loss/train=0.298, alignment/train=0.0952, uniformity/train=-3.34, contrastive_acc/train=0.990, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 0%| | 0/469 [00:00<?, ?it/s, v_num=9, loss/train=0.298, alignment/train=0.0952, uniformity/train=-3.34, contrastive_acc/train=0.990, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 0%| | 1/469 [00:01<12:49, 0.61it/s, v_num=9, loss/train=0.298, alignment/train=0.0952, uniformity/train=-3.34, contrastive_acc/train=0.990, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 0%| | 1/469 [00:01<12:51, 0.61it/s, v_num=9, loss/train=0.455, alignment/train=0.115, uniformity/train=-3.40, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 0%| | 2/469 [00:01<06:44, 1.16it/s, v_num=9, loss/train=0.455, alignment/train=0.115, uniformity/train=-3.40, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 0%| | 2/469 [00:01<06:44, 1.15it/s, v_num=9, loss/train=0.431, alignment/train=0.107, uniformity/train=-3.36, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 1%| | 3/469 [00:01<04:44, 1.64it/s, v_num=9, loss/train=0.431, alignment/train=0.107, uniformity/train=-3.36, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 1%| | 3/469 [00:01<04:45, 1.63it/s, v_num=9, loss/train=0.449, alignment/train=0.107, uniformity/train=-3.35, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 1%| | 4/469 [00:01<03:40, 2.11it/s, v_num=9, loss/train=0.449, alignment/train=0.107, uniformity/train=-3.35, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 1%| | 4/469 [00:01<03:40, 2.11it/s, v_num=9, loss/train=0.440, alignment/train=0.106, uniformity/train=-3.38, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 1%| | 5/469 [00:01<03:03, 2.53it/s, v_num=9, loss/train=0.440, alignment/train=0.106, uniformity/train=-3.38, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 1%| | 5/469 [00:01<03:03, 2.53it/s, v_num=9, loss/train=0.422, alignment/train=0.110, uniformity/train=-3.41, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 1%|▏ | 6/469 [00:02<02:40, 2.89it/s, v_num=9, loss/train=0.422, alignment/train=0.110, uniformity/train=-3.41, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 1%|▏ | 6/469 [00:02<02:40, 2.88it/s, v_num=9, loss/train=0.477, alignment/train=0.103, uniformity/train=-3.35, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 1%|▏ | 7/469 [00:02<02:24, 3.20it/s, v_num=9, loss/train=0.477, alignment/train=0.103, uniformity/train=-3.35, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 1%|▏ | 7/469 [00:02<02:24, 3.20it/s, v_num=9, loss/train=0.597, alignment/train=0.123, uniformity/train=-3.28, contrastive_acc/train=0.949, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 2%|▏ | 8/469 [00:02<02:13, 3.46it/s, v_num=9, loss/train=0.597, alignment/train=0.123, uniformity/train=-3.28, contrastive_acc/train=0.949, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 2%|▏ | 8/469 [00:02<02:13, 3.46it/s, v_num=9, loss/train=0.438, alignment/train=0.100, uniformity/train=-3.35, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 2%|▏ | 9/469 [00:02<02:03, 3.72it/s, v_num=9, loss/train=0.438, alignment/train=0.100, uniformity/train=-3.35, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 2%|▏ | 9/469 [00:02<02:03, 3.72it/s, v_num=9, loss/train=0.395, alignment/train=0.115, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 2%|▏ | 10/469 [00:02<01:53, 4.04it/s, v_num=9, loss/train=0.395, alignment/train=0.115, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 2%|▏ | 10/469 [00:02<01:53, 4.04it/s, v_num=9, loss/train=0.472, alignment/train=0.119, uniformity/train=-3.39, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 2%|▏ | 11/469 [00:02<01:46, 4.29it/s, v_num=9, loss/train=0.472, alignment/train=0.119, uniformity/train=-3.39, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 2%|▏ | 11/469 [00:02<01:46, 4.29it/s, v_num=9, loss/train=0.485, alignment/train=0.0872, uniformity/train=-3.29, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 3%|▎ | 12/469 [00:02<01:41, 4.51it/s, v_num=9, loss/train=0.485, alignment/train=0.0872, uniformity/train=-3.29, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 3%|▎ | 12/469 [00:02<01:41, 4.50it/s, v_num=9, loss/train=0.482, alignment/train=0.102, uniformity/train=-3.33, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 3%|▎ | 13/469 [00:02<01:36, 4.74it/s, v_num=9, loss/train=0.482, alignment/train=0.102, uniformity/train=-3.33, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 3%|▎ | 13/469 [00:02<01:36, 4.74it/s, v_num=9, loss/train=0.413, alignment/train=0.0885, uniformity/train=-3.35, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 3%|▎ | 14/469 [00:02<01:31, 5.00it/s, v_num=9, loss/train=0.413, alignment/train=0.0885, uniformity/train=-3.35, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 3%|▎ | 14/469 [00:02<01:31, 5.00it/s, v_num=9, loss/train=0.450, alignment/train=0.113, uniformity/train=-3.39, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 3%|▎ | 15/469 [00:02<01:26, 5.25it/s, v_num=9, loss/train=0.450, alignment/train=0.113, uniformity/train=-3.39, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 3%|▎ | 15/469 [00:02<01:26, 5.25it/s, v_num=9, loss/train=0.438, alignment/train=0.090, uniformity/train=-3.33, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 3%|▎ | 16/469 [00:02<01:23, 5.40it/s, v_num=9, loss/train=0.438, alignment/train=0.090, uniformity/train=-3.33, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 3%|▎ | 16/469 [00:02<01:23, 5.40it/s, v_num=9, loss/train=0.453, alignment/train=0.114, uniformity/train=-3.35, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 4%|▎ | 17/469 [00:03<01:22, 5.45it/s, v_num=9, loss/train=0.453, alignment/train=0.114, uniformity/train=-3.35, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 4%|▎ | 17/469 [00:03<01:23, 5.44it/s, v_num=9, loss/train=0.461, alignment/train=0.113, uniformity/train=-3.37, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 4%|▍ | 18/469 [00:03<01:20, 5.62it/s, v_num=9, loss/train=0.461, alignment/train=0.113, uniformity/train=-3.37, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 4%|▍ | 18/469 [00:03<01:20, 5.61it/s, v_num=9, loss/train=0.359, alignment/train=0.0995, uniformity/train=-3.41, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 4%|▍ | 19/469 [00:03<01:17, 5.82it/s, v_num=9, loss/train=0.359, alignment/train=0.0995, uniformity/train=-3.41, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 4%|▍ | 19/469 [00:03<01:17, 5.82it/s, v_num=9, loss/train=0.411, alignment/train=0.104, uniformity/train=-3.39, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 4%|▍ | 20/469 [00:03<01:14, 6.02it/s, v_num=9, loss/train=0.411, alignment/train=0.104, uniformity/train=-3.39, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 4%|▍ | 20/469 [00:03<01:14, 6.02it/s, v_num=9, loss/train=0.391, alignment/train=0.0984, uniformity/train=-3.38, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 4%|▍ | 21/469 [00:03<01:13, 6.10it/s, v_num=9, loss/train=0.391, alignment/train=0.0984, uniformity/train=-3.38, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 4%|▍ | 21/469 [00:03<01:13, 6.10it/s, v_num=9, loss/train=0.519, alignment/train=0.127, uniformity/train=-3.40, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 5%|▍ | 22/469 [00:03<01:11, 6.23it/s, v_num=9, loss/train=0.519, alignment/train=0.127, uniformity/train=-3.40, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 5%|▍ | 22/469 [00:03<01:11, 6.23it/s, v_num=9, loss/train=0.476, alignment/train=0.112, uniformity/train=-3.38, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 5%|▍ | 23/469 [00:03<01:09, 6.41it/s, v_num=9, loss/train=0.476, alignment/train=0.112, uniformity/train=-3.38, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 5%|▍ | 23/469 [00:03<01:09, 6.41it/s, v_num=9, loss/train=0.414, alignment/train=0.101, uniformity/train=-3.39, contrastive_acc/train=0.973, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 5%|▌ | 24/469 [00:03<01:07, 6.58it/s, v_num=9, loss/train=0.414, alignment/train=0.101, uniformity/train=-3.39, contrastive_acc/train=0.973, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 5%|▌ | 24/469 [00:03<01:07, 6.57it/s, v_num=9, loss/train=0.484, alignment/train=0.102, uniformity/train=-3.36, contrastive_acc/train=0.973, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 5%|▌ | 25/469 [00:03<01:06, 6.70it/s, v_num=9, loss/train=0.484, alignment/train=0.102, uniformity/train=-3.36, contrastive_acc/train=0.973, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 5%|▌ | 25/469 [00:03<01:06, 6.70it/s, v_num=9, loss/train=0.383, alignment/train=0.107, uniformity/train=-3.41, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 6%|▌ | 26/469 [00:03<01:06, 6.65it/s, v_num=9, loss/train=0.383, alignment/train=0.107, uniformity/train=-3.41, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 6%|▌ | 26/469 [00:03<01:06, 6.65it/s, v_num=9, loss/train=0.447, alignment/train=0.105, uniformity/train=-3.41, contrastive_acc/train=0.969, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 6%|▌ | 27/469 [00:03<01:04, 6.80it/s, v_num=9, loss/train=0.447, alignment/train=0.105, uniformity/train=-3.41, contrastive_acc/train=0.969, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 6%|▌ | 27/469 [00:03<01:04, 6.80it/s, v_num=9, loss/train=0.426, alignment/train=0.0998, uniformity/train=-3.41, contrastive_acc/train=0.965, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 6%|▌ | 28/469 [00:04<01:04, 6.87it/s, v_num=9, loss/train=0.426, alignment/train=0.0998, uniformity/train=-3.41, contrastive_acc/train=0.965, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 6%|▌ | 28/469 [00:04<01:04, 6.87it/s, v_num=9, loss/train=0.458, alignment/train=0.109, uniformity/train=-3.39, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 6%|▌ | 29/469 [00:04<01:04, 6.86it/s, v_num=9, loss/train=0.458, alignment/train=0.109, uniformity/train=-3.39, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 6%|▌ | 29/469 [00:04<01:04, 6.86it/s, v_num=9, loss/train=0.466, alignment/train=0.103, uniformity/train=-3.33, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 6%|▋ | 30/469 [00:04<01:02, 6.98it/s, v_num=9, loss/train=0.466, alignment/train=0.103, uniformity/train=-3.33, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 6%|▋ | 30/469 [00:04<01:02, 6.98it/s, v_num=9, loss/train=0.423, alignment/train=0.0962, uniformity/train=-3.36, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 7%|▋ | 31/469 [00:04<01:01, 7.09it/s, v_num=9, loss/train=0.423, alignment/train=0.0962, uniformity/train=-3.36, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 7%|▋ | 31/469 [00:04<01:01, 7.09it/s, v_num=9, loss/train=0.432, alignment/train=0.0963, uniformity/train=-3.38, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 7%|▋ | 32/469 [00:04<01:00, 7.23it/s, v_num=9, loss/train=0.432, alignment/train=0.0963, uniformity/train=-3.38, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 7%|▋ | 32/469 [00:04<01:00, 7.22it/s, v_num=9, loss/train=0.397, alignment/train=0.0983, uniformity/train=-3.39, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 7%|▋ | 33/469 [00:04<00:59, 7.30it/s, v_num=9, loss/train=0.397, alignment/train=0.0983, uniformity/train=-3.39, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 7%|▋ | 33/469 [00:04<00:59, 7.30it/s, v_num=9, loss/train=0.440, alignment/train=0.108, uniformity/train=-3.40, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 7%|▋ | 34/469 [00:04<00:59, 7.35it/s, v_num=9, loss/train=0.440, alignment/train=0.108, uniformity/train=-3.40, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 7%|▋ | 34/469 [00:04<00:59, 7.35it/s, v_num=9, loss/train=0.461, alignment/train=0.117, uniformity/train=-3.39, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 7%|▋ | 35/469 [00:04<00:58, 7.40it/s, v_num=9, loss/train=0.461, alignment/train=0.117, uniformity/train=-3.39, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 7%|▋ | 35/469 [00:04<00:58, 7.40it/s, v_num=9, loss/train=0.471, alignment/train=0.109, uniformity/train=-3.39, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 8%|▊ | 36/469 [00:04<00:57, 7.52it/s, v_num=9, loss/train=0.471, alignment/train=0.109, uniformity/train=-3.39, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 8%|▊ | 36/469 [00:04<00:57, 7.52it/s, v_num=9, loss/train=0.389, alignment/train=0.0842, uniformity/train=-3.37, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 8%|▊ | 37/469 [00:04<00:57, 7.55it/s, v_num=9, loss/train=0.389, alignment/train=0.0842, uniformity/train=-3.37, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 8%|▊ | 37/469 [00:04<00:57, 7.55it/s, v_num=9, loss/train=0.412, alignment/train=0.109, uniformity/train=-3.38, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 8%|▊ | 38/469 [00:04<00:56, 7.60it/s, v_num=9, loss/train=0.412, alignment/train=0.109, uniformity/train=-3.38, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 8%|▊ | 38/469 [00:04<00:56, 7.60it/s, v_num=9, loss/train=0.473, alignment/train=0.108, uniformity/train=-3.36, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 8%|▊ | 39/469 [00:05<00:55, 7.71it/s, v_num=9, loss/train=0.473, alignment/train=0.108, uniformity/train=-3.36, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 8%|▊ | 39/469 [00:05<00:55, 7.71it/s, v_num=9, loss/train=0.428, alignment/train=0.110, uniformity/train=-3.39, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 9%|▊ | 40/469 [00:05<00:54, 7.80it/s, v_num=9, loss/train=0.428, alignment/train=0.110, uniformity/train=-3.39, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 9%|▊ | 40/469 [00:05<00:54, 7.80it/s, v_num=9, loss/train=0.404, alignment/train=0.106, uniformity/train=-3.40, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 9%|▊ | 41/469 [00:05<00:54, 7.89it/s, v_num=9, loss/train=0.404, alignment/train=0.106, uniformity/train=-3.40, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 9%|▊ | 41/469 [00:05<00:54, 7.89it/s, v_num=9, loss/train=0.454, alignment/train=0.0962, uniformity/train=-3.36, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 9%|▉ | 42/469 [00:05<00:53, 7.91it/s, v_num=9, loss/train=0.454, alignment/train=0.0962, uniformity/train=-3.36, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 9%|▉ | 42/469 [00:05<00:54, 7.91it/s, v_num=9, loss/train=0.429, alignment/train=0.0884, uniformity/train=-3.38, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 9%|▉ | 43/469 [00:05<00:54, 7.88it/s, v_num=9, loss/train=0.429, alignment/train=0.0884, uniformity/train=-3.38, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 9%|▉ | 43/469 [00:05<00:54, 7.88it/s, v_num=9, loss/train=0.473, alignment/train=0.109, uniformity/train=-3.37, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 9%|▉ | 44/469 [00:05<00:53, 7.90it/s, v_num=9, loss/train=0.473, alignment/train=0.109, uniformity/train=-3.37, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 9%|▉ | 44/469 [00:05<00:53, 7.90it/s, v_num=9, loss/train=0.456, alignment/train=0.106, uniformity/train=-3.39, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 10%|▉ | 45/469 [00:05<00:53, 7.99it/s, v_num=9, loss/train=0.456, alignment/train=0.106, uniformity/train=-3.39, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 10%|▉ | 45/469 [00:05<00:53, 7.99it/s, v_num=9, loss/train=0.453, alignment/train=0.111, uniformity/train=-3.39, contrastive_acc/train=0.965, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 10%|▉ | 46/469 [00:05<00:52, 8.07it/s, v_num=9, loss/train=0.453, alignment/train=0.111, uniformity/train=-3.39, contrastive_acc/train=0.965, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 10%|▉ | 46/469 [00:05<00:52, 8.06it/s, v_num=9, loss/train=0.491, alignment/train=0.100, uniformity/train=-3.32, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 10%|█ | 47/469 [00:05<00:51, 8.16it/s, v_num=9, loss/train=0.491, alignment/train=0.100, uniformity/train=-3.32, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 10%|█ | 47/469 [00:05<00:51, 8.16it/s, v_num=9, loss/train=0.414, alignment/train=0.115, uniformity/train=-3.41, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 10%|█ | 48/469 [00:05<00:51, 8.19it/s, v_num=9, loss/train=0.414, alignment/train=0.115, uniformity/train=-3.41, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 10%|█ | 48/469 [00:05<00:51, 8.19it/s, v_num=9, loss/train=0.458, alignment/train=0.108, uniformity/train=-3.42, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 10%|█ | 49/469 [00:05<00:51, 8.20it/s, v_num=9, loss/train=0.458, alignment/train=0.108, uniformity/train=-3.42, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 10%|█ | 49/469 [00:05<00:51, 8.20it/s, v_num=9, loss/train=0.503, alignment/train=0.107, uniformity/train=-3.35, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 11%|█ | 50/469 [00:06<00:50, 8.27it/s, v_num=9, loss/train=0.503, alignment/train=0.107, uniformity/train=-3.35, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 11%|█ | 50/469 [00:06<00:50, 8.27it/s, v_num=9, loss/train=0.497, alignment/train=0.106, uniformity/train=-3.35, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 11%|█ | 51/469 [00:06<00:50, 8.29it/s, v_num=9, loss/train=0.497, alignment/train=0.106, uniformity/train=-3.35, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 11%|█ | 51/469 [00:06<00:50, 8.29it/s, v_num=9, loss/train=0.477, alignment/train=0.0942, uniformity/train=-3.32, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 11%|█ | 52/469 [00:06<00:49, 8.37it/s, v_num=9, loss/train=0.477, alignment/train=0.0942, uniformity/train=-3.32, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 11%|█ | 52/469 [00:06<00:49, 8.37it/s, v_num=9, loss/train=0.427, alignment/train=0.104, uniformity/train=-3.40, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 11%|█▏ | 53/469 [00:06<00:49, 8.39it/s, v_num=9, loss/train=0.427, alignment/train=0.104, uniformity/train=-3.40, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 11%|█▏ | 53/469 [00:06<00:49, 8.38it/s, v_num=9, loss/train=0.404, alignment/train=0.093, uniformity/train=-3.38, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 12%|█▏ | 54/469 [00:06<00:49, 8.34it/s, v_num=9, loss/train=0.404, alignment/train=0.093, uniformity/train=-3.38, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 12%|█▏ | 54/469 [00:06<00:49, 8.34it/s, v_num=9, loss/train=0.407, alignment/train=0.114, uniformity/train=-3.38, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 12%|█▏ | 55/469 [00:06<00:49, 8.42it/s, v_num=9, loss/train=0.407, alignment/train=0.114, uniformity/train=-3.38, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 12%|█▏ | 55/469 [00:06<00:49, 8.42it/s, v_num=9, loss/train=0.445, alignment/train=0.0985, uniformity/train=-3.32, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 12%|█▏ | 56/469 [00:06<00:48, 8.45it/s, v_num=9, loss/train=0.445, alignment/train=0.0985, uniformity/train=-3.32, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 12%|█▏ | 56/469 [00:06<00:48, 8.45it/s, v_num=9, loss/train=0.451, alignment/train=0.0992, uniformity/train=-3.35, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 12%|█▏ | 57/469 [00:06<00:48, 8.44it/s, v_num=9, loss/train=0.451, alignment/train=0.0992, uniformity/train=-3.35, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 12%|█▏ | 57/469 [00:06<00:48, 8.44it/s, v_num=9, loss/train=0.385, alignment/train=0.102, uniformity/train=-3.39, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 12%|█▏ | 58/469 [00:06<00:48, 8.48it/s, v_num=9, loss/train=0.385, alignment/train=0.102, uniformity/train=-3.39, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 12%|█▏ | 58/469 [00:06<00:48, 8.48it/s, v_num=9, loss/train=0.418, alignment/train=0.0981, uniformity/train=-3.38, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 13%|█▎ | 59/469 [00:06<00:48, 8.53it/s, v_num=9, loss/train=0.418, alignment/train=0.0981, uniformity/train=-3.38, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 13%|█▎ | 59/469 [00:06<00:48, 8.53it/s, v_num=9, loss/train=0.392, alignment/train=0.0981, uniformity/train=-3.40, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 13%|█▎ | 60/469 [00:07<00:47, 8.55it/s, v_num=9, loss/train=0.392, alignment/train=0.0981, uniformity/train=-3.40, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 13%|█▎ | 60/469 [00:07<00:47, 8.55it/s, v_num=9, loss/train=0.395, alignment/train=0.116, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 13%|█▎ | 61/469 [00:07<00:47, 8.58it/s, v_num=9, loss/train=0.395, alignment/train=0.116, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 13%|█▎ | 61/469 [00:07<00:47, 8.58it/s, v_num=9, loss/train=0.456, alignment/train=0.0988, uniformity/train=-3.40, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 13%|█▎ | 62/469 [00:07<00:47, 8.60it/s, v_num=9, loss/train=0.456, alignment/train=0.0988, uniformity/train=-3.40, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 13%|█▎ | 62/469 [00:07<00:47, 8.59it/s, v_num=9, loss/train=0.476, alignment/train=0.0979, uniformity/train=-3.35, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 13%|█▎ | 63/469 [00:07<00:47, 8.61it/s, v_num=9, loss/train=0.476, alignment/train=0.0979, uniformity/train=-3.35, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 13%|█▎ | 63/469 [00:07<00:47, 8.61it/s, v_num=9, loss/train=0.439, alignment/train=0.103, uniformity/train=-3.35, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 14%|█▎ | 64/469 [00:07<00:46, 8.67it/s, v_num=9, loss/train=0.439, alignment/train=0.103, uniformity/train=-3.35, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 14%|█▎ | 64/469 [00:07<00:46, 8.66it/s, v_num=9, loss/train=0.416, alignment/train=0.0892, uniformity/train=-3.38, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 14%|█▍ | 65/469 [00:07<00:46, 8.70it/s, v_num=9, loss/train=0.416, alignment/train=0.0892, uniformity/train=-3.38, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 14%|█▍ | 65/469 [00:07<00:46, 8.70it/s, v_num=9, loss/train=0.451, alignment/train=0.104, uniformity/train=-3.39, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 14%|█▍ | 66/469 [00:07<00:46, 8.73it/s, v_num=9, loss/train=0.451, alignment/train=0.104, uniformity/train=-3.39, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 14%|█▍ | 66/469 [00:07<00:46, 8.72it/s, v_num=9, loss/train=0.425, alignment/train=0.101, uniformity/train=-3.37, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 14%|█▍ | 67/469 [00:07<00:46, 8.72it/s, v_num=9, loss/train=0.425, alignment/train=0.101, uniformity/train=-3.37, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 14%|█▍ | 67/469 [00:07<00:46, 8.72it/s, v_num=9, loss/train=0.418, alignment/train=0.0956, uniformity/train=-3.38, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 14%|█▍ | 68/469 [00:07<00:45, 8.75it/s, v_num=9, loss/train=0.418, alignment/train=0.0956, uniformity/train=-3.38, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 14%|█▍ | 68/469 [00:07<00:45, 8.75it/s, v_num=9, loss/train=0.460, alignment/train=0.122, uniformity/train=-3.39, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 15%|█▍ | 69/469 [00:07<00:45, 8.81it/s, v_num=9, loss/train=0.460, alignment/train=0.122, uniformity/train=-3.39, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 15%|█▍ | 69/469 [00:07<00:45, 8.81it/s, v_num=9, loss/train=0.352, alignment/train=0.0982, uniformity/train=-3.42, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 15%|█▍ | 70/469 [00:07<00:45, 8.82it/s, v_num=9, loss/train=0.352, alignment/train=0.0982, uniformity/train=-3.42, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 15%|█▍ | 70/469 [00:07<00:45, 8.82it/s, v_num=9, loss/train=0.456, alignment/train=0.107, uniformity/train=-3.41, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 15%|█▌ | 71/469 [00:07<00:44, 8.88it/s, v_num=9, loss/train=0.456, alignment/train=0.107, uniformity/train=-3.41, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 15%|█▌ | 71/469 [00:07<00:44, 8.88it/s, v_num=9, loss/train=0.414, alignment/train=0.118, uniformity/train=-3.43, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 15%|█▌ | 72/469 [00:08<00:44, 8.90it/s, v_num=9, loss/train=0.414, alignment/train=0.118, uniformity/train=-3.43, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 15%|█▌ | 72/469 [00:08<00:44, 8.90it/s, v_num=9, loss/train=0.393, alignment/train=0.108, uniformity/train=-3.38, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 16%|█▌ | 73/469 [00:08<00:44, 8.90it/s, v_num=9, loss/train=0.393, alignment/train=0.108, uniformity/train=-3.38, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 16%|█▌ | 73/469 [00:08<00:44, 8.90it/s, v_num=9, loss/train=0.504, alignment/train=0.117, uniformity/train=-3.37, contrastive_acc/train=0.957, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 16%|█▌ | 74/469 [00:08<00:44, 8.94it/s, v_num=9, loss/train=0.504, alignment/train=0.117, uniformity/train=-3.37, contrastive_acc/train=0.957, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 16%|█▌ | 74/469 [00:08<00:44, 8.94it/s, v_num=9, loss/train=0.427, alignment/train=0.106, uniformity/train=-3.39, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 16%|█▌ | 75/469 [00:08<00:43, 8.99it/s, v_num=9, loss/train=0.427, alignment/train=0.106, uniformity/train=-3.39, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 16%|█▌ | 75/469 [00:08<00:43, 8.99it/s, v_num=9, loss/train=0.427, alignment/train=0.111, uniformity/train=-3.38, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 16%|█▌ | 76/469 [00:08<00:43, 9.05it/s, v_num=9, loss/train=0.427, alignment/train=0.111, uniformity/train=-3.38, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 16%|█▌ | 76/469 [00:08<00:43, 9.05it/s, v_num=9, loss/train=0.366, alignment/train=0.100, uniformity/train=-3.42, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 16%|█▋ | 77/469 [00:08<00:43, 8.96it/s, v_num=9, loss/train=0.366, alignment/train=0.100, uniformity/train=-3.42, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 16%|█▋ | 77/469 [00:08<00:43, 8.96it/s, v_num=9, loss/train=0.365, alignment/train=0.0833, uniformity/train=-3.38, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 17%|█▋ | 78/469 [00:08<00:43, 8.97it/s, v_num=9, loss/train=0.365, alignment/train=0.0833, uniformity/train=-3.38, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 17%|█▋ | 78/469 [00:08<00:43, 8.97it/s, v_num=9, loss/train=0.398, alignment/train=0.0884, uniformity/train=-3.37, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 17%|█▋ | 79/469 [00:08<00:43, 9.02it/s, v_num=9, loss/train=0.398, alignment/train=0.0884, uniformity/train=-3.37, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 17%|█▋ | 79/469 [00:08<00:43, 9.02it/s, v_num=9, loss/train=0.430, alignment/train=0.0953, uniformity/train=-3.40, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 17%|█▋ | 80/469 [00:08<00:43, 9.04it/s, v_num=9, loss/train=0.430, alignment/train=0.0953, uniformity/train=-3.40, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 17%|█▋ | 80/469 [00:08<00:43, 9.04it/s, v_num=9, loss/train=0.483, alignment/train=0.105, uniformity/train=-3.34, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 17%|█▋ | 81/469 [00:08<00:42, 9.04it/s, v_num=9, loss/train=0.483, alignment/train=0.105, uniformity/train=-3.34, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 17%|█▋ | 81/469 [00:08<00:42, 9.04it/s, v_num=9, loss/train=0.482, alignment/train=0.102, uniformity/train=-3.39, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 17%|█▋ | 82/469 [00:09<00:42, 9.07it/s, v_num=9, loss/train=0.482, alignment/train=0.102, uniformity/train=-3.39, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 17%|█▋ | 82/469 [00:09<00:42, 9.07it/s, v_num=9, loss/train=0.396, alignment/train=0.100, uniformity/train=-3.39, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 18%|█▊ | 83/469 [00:09<00:42, 9.10it/s, v_num=9, loss/train=0.396, alignment/train=0.100, uniformity/train=-3.39, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 18%|█▊ | 83/469 [00:09<00:42, 9.10it/s, v_num=9, loss/train=0.538, alignment/train=0.109, uniformity/train=-3.29, contrastive_acc/train=0.973, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 18%|█▊ | 84/469 [00:09<00:42, 9.13it/s, v_num=9, loss/train=0.538, alignment/train=0.109, uniformity/train=-3.29, contrastive_acc/train=0.973, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 18%|█▊ | 84/469 [00:09<00:42, 9.13it/s, v_num=9, loss/train=0.391, alignment/train=0.099, uniformity/train=-3.38, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 18%|█▊ | 85/469 [00:09<00:41, 9.16it/s, v_num=9, loss/train=0.391, alignment/train=0.099, uniformity/train=-3.38, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 18%|█▊ | 85/469 [00:09<00:41, 9.16it/s, v_num=9, loss/train=0.370, alignment/train=0.0905, uniformity/train=-3.42, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 18%|█▊ | 86/469 [00:09<00:41, 9.18it/s, v_num=9, loss/train=0.370, alignment/train=0.0905, uniformity/train=-3.42, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 18%|█▊ | 86/469 [00:09<00:41, 9.18it/s, v_num=9, loss/train=0.363, alignment/train=0.0962, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 19%|█▊ | 87/469 [00:09<00:41, 9.17it/s, v_num=9, loss/train=0.363, alignment/train=0.0962, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 19%|█▊ | 87/469 [00:09<00:41, 9.17it/s, v_num=9, loss/train=0.427, alignment/train=0.0977, uniformity/train=-3.37, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 19%|█▉ | 88/469 [00:09<00:41, 9.18it/s, v_num=9, loss/train=0.427, alignment/train=0.0977, uniformity/train=-3.37, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 19%|█▉ | 88/469 [00:09<00:41, 9.18it/s, v_num=9, loss/train=0.441, alignment/train=0.102, uniformity/train=-3.40, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 19%|█▉ | 89/469 [00:09<00:41, 9.21it/s, v_num=9, loss/train=0.441, alignment/train=0.102, uniformity/train=-3.40, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 19%|█▉ | 89/469 [00:09<00:41, 9.21it/s, v_num=9, loss/train=0.463, alignment/train=0.103, uniformity/train=-3.36, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 19%|█▉ | 90/469 [00:09<00:40, 9.26it/s, v_num=9, loss/train=0.463, alignment/train=0.103, uniformity/train=-3.36, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 19%|█▉ | 90/469 [00:09<00:40, 9.26it/s, v_num=9, loss/train=0.374, alignment/train=0.100, uniformity/train=-3.42, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 19%|█▉ | 91/469 [00:09<00:40, 9.26it/s, v_num=9, loss/train=0.374, alignment/train=0.100, uniformity/train=-3.42, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 19%|█▉ | 91/469 [00:09<00:40, 9.25it/s, v_num=9, loss/train=0.399, alignment/train=0.0955, uniformity/train=-3.41, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 20%|█▉ | 92/469 [00:09<00:40, 9.29it/s, v_num=9, loss/train=0.399, alignment/train=0.0955, uniformity/train=-3.41, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 20%|█▉ | 92/469 [00:09<00:40, 9.29it/s, v_num=9, loss/train=0.407, alignment/train=0.121, uniformity/train=-3.39, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 20%|█▉ | 93/469 [00:10<00:40, 9.27it/s, v_num=9, loss/train=0.407, alignment/train=0.121, uniformity/train=-3.39, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 20%|█▉ | 93/469 [00:10<00:40, 9.27it/s, v_num=9, loss/train=0.473, alignment/train=0.104, uniformity/train=-3.37, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 20%|██ | 94/469 [00:10<00:40, 9.29it/s, v_num=9, loss/train=0.473, alignment/train=0.104, uniformity/train=-3.37, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 20%|██ | 94/469 [00:10<00:40, 9.29it/s, v_num=9, loss/train=0.487, alignment/train=0.120, uniformity/train=-3.39, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 20%|██ | 95/469 [00:10<00:40, 9.29it/s, v_num=9, loss/train=0.487, alignment/train=0.120, uniformity/train=-3.39, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 20%|██ | 95/469 [00:10<00:40, 9.29it/s, v_num=9, loss/train=0.382, alignment/train=0.107, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 20%|██ | 96/469 [00:10<00:39, 9.33it/s, v_num=9, loss/train=0.382, alignment/train=0.107, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 20%|██ | 96/469 [00:10<00:39, 9.33it/s, v_num=9, loss/train=0.397, alignment/train=0.108, uniformity/train=-3.41, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 21%|██ | 97/469 [00:10<00:39, 9.35it/s, v_num=9, loss/train=0.397, alignment/train=0.108, uniformity/train=-3.41, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 21%|██ | 97/469 [00:10<00:39, 9.35it/s, v_num=9, loss/train=0.411, alignment/train=0.0869, uniformity/train=-3.38, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 21%|██ | 98/469 [00:10<00:39, 9.36it/s, v_num=9, loss/train=0.411, alignment/train=0.0869, uniformity/train=-3.38, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 21%|██ | 98/469 [00:10<00:39, 9.35it/s, v_num=9, loss/train=0.399, alignment/train=0.102, uniformity/train=-3.37, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 21%|██ | 99/469 [00:10<00:39, 9.40it/s, v_num=9, loss/train=0.399, alignment/train=0.102, uniformity/train=-3.37, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 21%|██ | 99/469 [00:10<00:39, 9.40it/s, v_num=9, loss/train=0.470, alignment/train=0.114, uniformity/train=-3.39, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 21%|██▏ | 100/469 [00:10<00:39, 9.39it/s, v_num=9, loss/train=0.470, alignment/train=0.114, uniformity/train=-3.39, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 21%|██▏ | 100/469 [00:10<00:39, 9.39it/s, v_num=9, loss/train=0.408, alignment/train=0.101, uniformity/train=-3.40, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 22%|██▏ | 101/469 [00:10<00:39, 9.43it/s, v_num=9, loss/train=0.408, alignment/train=0.101, uniformity/train=-3.40, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 22%|██▏ | 101/469 [00:10<00:39, 9.43it/s, v_num=9, loss/train=0.418, alignment/train=0.0941, uniformity/train=-3.35, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 22%|██▏ | 102/469 [00:10<00:38, 9.47it/s, v_num=9, loss/train=0.418, alignment/train=0.0941, uniformity/train=-3.35, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 22%|██▏ | 102/469 [00:10<00:38, 9.47it/s, v_num=9, loss/train=0.374, alignment/train=0.106, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 22%|██▏ | 103/469 [00:10<00:38, 9.49it/s, v_num=9, loss/train=0.374, alignment/train=0.106, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 22%|██▏ | 103/469 [00:10<00:38, 9.49it/s, v_num=9, loss/train=0.384, alignment/train=0.104, uniformity/train=-3.39, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 22%|██▏ | 104/469 [00:10<00:38, 9.48it/s, v_num=9, loss/train=0.384, alignment/train=0.104, uniformity/train=-3.39, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 22%|██▏ | 104/469 [00:10<00:38, 9.48it/s, v_num=9, loss/train=0.425, alignment/train=0.100, uniformity/train=-3.39, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 22%|██▏ | 105/469 [00:11<00:38, 9.46it/s, v_num=9, loss/train=0.425, alignment/train=0.100, uniformity/train=-3.39, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 22%|██▏ | 105/469 [00:11<00:38, 9.46it/s, v_num=9, loss/train=0.412, alignment/train=0.0976, uniformity/train=-3.38, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 23%|██▎ | 106/469 [00:11<00:38, 9.50it/s, v_num=9, loss/train=0.412, alignment/train=0.0976, uniformity/train=-3.38, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 23%|██▎ | 106/469 [00:11<00:38, 9.50it/s, v_num=9, loss/train=0.389, alignment/train=0.0939, uniformity/train=-3.38, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 23%|██▎ | 107/469 [00:11<00:38, 9.50it/s, v_num=9, loss/train=0.389, alignment/train=0.0939, uniformity/train=-3.38, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 23%|██▎ | 107/469 [00:11<00:38, 9.50it/s, v_num=9, loss/train=0.363, alignment/train=0.0852, uniformity/train=-3.42, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 23%|██▎ | 108/469 [00:11<00:38, 9.49it/s, v_num=9, loss/train=0.363, alignment/train=0.0852, uniformity/train=-3.42, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 23%|██▎ | 108/469 [00:11<00:38, 9.49it/s, v_num=9, loss/train=0.390, alignment/train=0.100, uniformity/train=-3.42, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 23%|██▎ | 109/469 [00:11<00:37, 9.51it/s, v_num=9, loss/train=0.390, alignment/train=0.100, uniformity/train=-3.42, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 23%|██▎ | 109/469 [00:11<00:37, 9.51it/s, v_num=9, loss/train=0.396, alignment/train=0.102, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 23%|██▎ | 110/469 [00:11<00:37, 9.55it/s, v_num=9, loss/train=0.396, alignment/train=0.102, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 23%|██▎ | 110/469 [00:11<00:37, 9.55it/s, v_num=9, loss/train=0.387, alignment/train=0.120, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 24%|██▎ | 111/469 [00:11<00:37, 9.57it/s, v_num=9, loss/train=0.387, alignment/train=0.120, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 24%|██▎ | 111/469 [00:11<00:37, 9.57it/s, v_num=9, loss/train=0.369, alignment/train=0.0919, uniformity/train=-3.39, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 24%|██▍ | 112/469 [00:11<00:37, 9.57it/s, v_num=9, loss/train=0.369, alignment/train=0.0919, uniformity/train=-3.39, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 24%|██▍ | 112/469 [00:11<00:37, 9.57it/s, v_num=9, loss/train=0.381, alignment/train=0.0954, uniformity/train=-3.40, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 24%|██▍ | 113/469 [00:11<00:37, 9.56it/s, v_num=9, loss/train=0.381, alignment/train=0.0954, uniformity/train=-3.40, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 24%|██▍ | 113/469 [00:11<00:37, 9.56it/s, v_num=9, loss/train=0.409, alignment/train=0.119, uniformity/train=-3.37, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 24%|██▍ | 114/469 [00:11<00:37, 9.58it/s, v_num=9, loss/train=0.409, alignment/train=0.119, uniformity/train=-3.37, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 24%|██▍ | 114/469 [00:11<00:37, 9.58it/s, v_num=9, loss/train=0.398, alignment/train=0.102, uniformity/train=-3.40, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 25%|██▍ | 115/469 [00:11<00:36, 9.61it/s, v_num=9, loss/train=0.398, alignment/train=0.102, uniformity/train=-3.40, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 25%|██▍ | 115/469 [00:11<00:36, 9.61it/s, v_num=9, loss/train=0.375, alignment/train=0.104, uniformity/train=-3.39, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 25%|██▍ | 116/469 [00:12<00:36, 9.65it/s, v_num=9, loss/train=0.375, alignment/train=0.104, uniformity/train=-3.39, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 25%|██▍ | 116/469 [00:12<00:36, 9.65it/s, v_num=9, loss/train=0.375, alignment/train=0.105, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 25%|██▍ | 117/469 [00:12<00:36, 9.64it/s, v_num=9, loss/train=0.375, alignment/train=0.105, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 25%|██▍ | 117/469 [00:12<00:36, 9.64it/s, v_num=9, loss/train=0.428, alignment/train=0.112, uniformity/train=-3.40, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 25%|██▌ | 118/469 [00:12<00:36, 9.62it/s, v_num=9, loss/train=0.428, alignment/train=0.112, uniformity/train=-3.40, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 25%|██▌ | 118/469 [00:12<00:36, 9.62it/s, v_num=9, loss/train=0.388, alignment/train=0.114, uniformity/train=-3.40, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 25%|██▌ | 119/469 [00:12<00:36, 9.65it/s, v_num=9, loss/train=0.388, alignment/train=0.114, uniformity/train=-3.40, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 25%|██▌ | 119/469 [00:12<00:36, 9.65it/s, v_num=9, loss/train=0.364, alignment/train=0.105, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 26%|██▌ | 120/469 [00:12<00:36, 9.69it/s, v_num=9, loss/train=0.364, alignment/train=0.105, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 26%|██▌ | 120/469 [00:12<00:36, 9.69it/s, v_num=9, loss/train=0.369, alignment/train=0.096, uniformity/train=-3.39, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 26%|██▌ | 121/469 [00:12<00:35, 9.69it/s, v_num=9, loss/train=0.369, alignment/train=0.096, uniformity/train=-3.39, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 26%|██▌ | 121/469 [00:12<00:35, 9.69it/s, v_num=9, loss/train=0.384, alignment/train=0.115, uniformity/train=-3.42, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 26%|██▌ | 122/469 [00:12<00:35, 9.68it/s, v_num=9, loss/train=0.384, alignment/train=0.115, uniformity/train=-3.42, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 26%|██▌ | 122/469 [00:12<00:35, 9.68it/s, v_num=9, loss/train=0.469, alignment/train=0.0878, uniformity/train=-3.33, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 26%|██▌ | 123/469 [00:12<00:35, 9.71it/s, v_num=9, loss/train=0.469, alignment/train=0.0878, uniformity/train=-3.33, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 26%|██▌ | 123/469 [00:12<00:35, 9.71it/s, v_num=9, loss/train=0.371, alignment/train=0.0902, uniformity/train=-3.41, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 26%|██▋ | 124/469 [00:12<00:35, 9.68it/s, v_num=9, loss/train=0.371, alignment/train=0.0902, uniformity/train=-3.41, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 26%|██▋ | 124/469 [00:12<00:35, 9.68it/s, v_num=9, loss/train=0.359, alignment/train=0.101, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 27%|██▋ | 125/469 [00:12<00:35, 9.70it/s, v_num=9, loss/train=0.359, alignment/train=0.101, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 27%|██▋ | 125/469 [00:12<00:35, 9.70it/s, v_num=9, loss/train=0.299, alignment/train=0.0852, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 27%|██▋ | 126/469 [00:12<00:35, 9.74it/s, v_num=9, loss/train=0.299, alignment/train=0.0852, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 27%|██▋ | 126/469 [00:12<00:35, 9.74it/s, v_num=9, loss/train=0.388, alignment/train=0.099, uniformity/train=-3.40, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 27%|██▋ | 127/469 [00:13<00:35, 9.73it/s, v_num=9, loss/train=0.388, alignment/train=0.099, uniformity/train=-3.40, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 27%|██▋ | 127/469 [00:13<00:35, 9.73it/s, v_num=9, loss/train=0.380, alignment/train=0.0971, uniformity/train=-3.40, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 27%|██▋ | 128/469 [00:13<00:34, 9.75it/s, v_num=9, loss/train=0.380, alignment/train=0.0971, uniformity/train=-3.40, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 27%|██▋ | 128/469 [00:13<00:34, 9.75it/s, v_num=9, loss/train=0.442, alignment/train=0.108, uniformity/train=-3.36, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 28%|██▊ | 129/469 [00:13<00:34, 9.74it/s, v_num=9, loss/train=0.442, alignment/train=0.108, uniformity/train=-3.36, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 28%|██▊ | 129/469 [00:13<00:34, 9.74it/s, v_num=9, loss/train=0.351, alignment/train=0.0945, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 28%|██▊ | 130/469 [00:13<00:34, 9.75it/s, v_num=9, loss/train=0.351, alignment/train=0.0945, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 28%|██▊ | 130/469 [00:13<00:34, 9.75it/s, v_num=9, loss/train=0.382, alignment/train=0.103, uniformity/train=-3.42, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 28%|██▊ | 131/469 [00:13<00:34, 9.76it/s, v_num=9, loss/train=0.382, alignment/train=0.103, uniformity/train=-3.42, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 28%|██▊ | 131/469 [00:13<00:34, 9.76it/s, v_num=9, loss/train=0.397, alignment/train=0.104, uniformity/train=-3.41, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 28%|██▊ | 132/469 [00:13<00:34, 9.78it/s, v_num=9, loss/train=0.397, alignment/train=0.104, uniformity/train=-3.41, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 28%|██▊ | 132/469 [00:13<00:34, 9.78it/s, v_num=9, loss/train=0.451, alignment/train=0.104, uniformity/train=-3.37, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 28%|██▊ | 133/469 [00:13<00:34, 9.81it/s, v_num=9, loss/train=0.451, alignment/train=0.104, uniformity/train=-3.37, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 28%|██▊ | 133/469 [00:13<00:34, 9.81it/s, v_num=9, loss/train=0.419, alignment/train=0.109, uniformity/train=-3.40, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 29%|██▊ | 134/469 [00:13<00:34, 9.83it/s, v_num=9, loss/train=0.419, alignment/train=0.109, uniformity/train=-3.40, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 29%|██▊ | 134/469 [00:13<00:34, 9.83it/s, v_num=9, loss/train=0.459, alignment/train=0.105, uniformity/train=-3.40, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 29%|██▉ | 135/469 [00:13<00:34, 9.82it/s, v_num=9, loss/train=0.459, alignment/train=0.105, uniformity/train=-3.40, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 29%|██▉ | 135/469 [00:13<00:34, 9.82it/s, v_num=9, loss/train=0.458, alignment/train=0.127, uniformity/train=-3.42, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 29%|██▉ | 136/469 [00:13<00:33, 9.83it/s, v_num=9, loss/train=0.458, alignment/train=0.127, uniformity/train=-3.42, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 29%|██▉ | 136/469 [00:13<00:33, 9.83it/s, v_num=9, loss/train=0.440, alignment/train=0.107, uniformity/train=-3.39, contrastive_acc/train=0.973, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 29%|██▉ | 137/469 [00:13<00:33, 9.86it/s, v_num=9, loss/train=0.440, alignment/train=0.107, uniformity/train=-3.39, contrastive_acc/train=0.973, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 29%|██▉ | 137/469 [00:13<00:33, 9.86it/s, v_num=9, loss/train=0.424, alignment/train=0.110, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 29%|██▉ | 138/469 [00:13<00:33, 9.89it/s, v_num=9, loss/train=0.424, alignment/train=0.110, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 29%|██▉ | 138/469 [00:13<00:33, 9.89it/s, v_num=9, loss/train=0.413, alignment/train=0.114, uniformity/train=-3.39, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 30%|██▉ | 139/469 [00:14<00:33, 9.91it/s, v_num=9, loss/train=0.413, alignment/train=0.114, uniformity/train=-3.39, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 30%|██▉ | 139/469 [00:14<00:33, 9.91it/s, v_num=9, loss/train=0.447, alignment/train=0.121, uniformity/train=-3.43, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 30%|██▉ | 140/469 [00:14<00:33, 9.90it/s, v_num=9, loss/train=0.447, alignment/train=0.121, uniformity/train=-3.43, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 30%|██▉ | 140/469 [00:14<00:33, 9.90it/s, v_num=9, loss/train=0.481, alignment/train=0.115, uniformity/train=-3.41, contrastive_acc/train=0.973, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 30%|███ | 141/469 [00:14<00:33, 9.82it/s, v_num=9, loss/train=0.481, alignment/train=0.115, uniformity/train=-3.41, contrastive_acc/train=0.973, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 30%|███ | 141/469 [00:14<00:33, 9.82it/s, v_num=9, loss/train=0.483, alignment/train=0.112, uniformity/train=-3.40, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 30%|███ | 142/469 [00:14<00:33, 9.84it/s, v_num=9, loss/train=0.483, alignment/train=0.112, uniformity/train=-3.40, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 30%|███ | 142/469 [00:14<00:33, 9.84it/s, v_num=9, loss/train=0.438, alignment/train=0.114, uniformity/train=-3.41, contrastive_acc/train=0.969, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 30%|███ | 143/469 [00:14<00:33, 9.87it/s, v_num=9, loss/train=0.438, alignment/train=0.114, uniformity/train=-3.41, contrastive_acc/train=0.969, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 30%|███ | 143/469 [00:14<00:33, 9.87it/s, v_num=9, loss/train=0.395, alignment/train=0.097, uniformity/train=-3.40, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 31%|███ | 144/469 [00:14<00:32, 9.90it/s, v_num=9, loss/train=0.395, alignment/train=0.097, uniformity/train=-3.40, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 31%|███ | 144/469 [00:14<00:32, 9.90it/s, v_num=9, loss/train=0.463, alignment/train=0.115, uniformity/train=-3.40, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 31%|███ | 145/469 [00:14<00:32, 9.90it/s, v_num=9, loss/train=0.463, alignment/train=0.115, uniformity/train=-3.40, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 31%|███ | 145/469 [00:14<00:32, 9.90it/s, v_num=9, loss/train=0.364, alignment/train=0.096, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 31%|███ | 146/469 [00:14<00:32, 9.89it/s, v_num=9, loss/train=0.364, alignment/train=0.096, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 31%|███ | 146/469 [00:14<00:32, 9.89it/s, v_num=9, loss/train=0.369, alignment/train=0.100, uniformity/train=-3.42, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 31%|███▏ | 147/469 [00:14<00:32, 9.91it/s, v_num=9, loss/train=0.369, alignment/train=0.100, uniformity/train=-3.42, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 31%|███▏ | 147/469 [00:14<00:32, 9.91it/s, v_num=9, loss/train=0.388, alignment/train=0.0905, uniformity/train=-3.39, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 32%|███▏ | 148/469 [00:14<00:32, 9.91it/s, v_num=9, loss/train=0.388, alignment/train=0.0905, uniformity/train=-3.39, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 32%|███▏ | 148/469 [00:14<00:32, 9.91it/s, v_num=9, loss/train=0.408, alignment/train=0.0988, uniformity/train=-3.38, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 32%|███▏ | 149/469 [00:15<00:32, 9.92it/s, v_num=9, loss/train=0.408, alignment/train=0.0988, uniformity/train=-3.38, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 32%|███▏ | 149/469 [00:15<00:32, 9.92it/s, v_num=9, loss/train=0.460, alignment/train=0.102, uniformity/train=-3.40, contrastive_acc/train=0.969, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 32%|███▏ | 150/469 [00:15<00:32, 9.92it/s, v_num=9, loss/train=0.460, alignment/train=0.102, uniformity/train=-3.40, contrastive_acc/train=0.969, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 32%|███▏ | 150/469 [00:15<00:32, 9.92it/s, v_num=9, loss/train=0.446, alignment/train=0.104, uniformity/train=-3.36, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 32%|███▏ | 151/469 [00:15<00:32, 9.93it/s, v_num=9, loss/train=0.446, alignment/train=0.104, uniformity/train=-3.36, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 32%|███▏ | 151/469 [00:15<00:32, 9.93it/s, v_num=9, loss/train=0.421, alignment/train=0.104, uniformity/train=-3.39, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 32%|███▏ | 152/469 [00:15<00:31, 9.94it/s, v_num=9, loss/train=0.421, alignment/train=0.104, uniformity/train=-3.39, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 32%|███▏ | 152/469 [00:15<00:31, 9.94it/s, v_num=9, loss/train=0.415, alignment/train=0.0967, uniformity/train=-3.39, contrastive_acc/train=0.965, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 33%|███▎ | 153/469 [00:15<00:31, 9.96it/s, v_num=9, loss/train=0.415, alignment/train=0.0967, uniformity/train=-3.39, contrastive_acc/train=0.965, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 33%|███▎ | 153/469 [00:15<00:31, 9.96it/s, v_num=9, loss/train=0.386, alignment/train=0.0946, uniformity/train=-3.39, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 33%|███▎ | 154/469 [00:15<00:31, 9.99it/s, v_num=9, loss/train=0.386, alignment/train=0.0946, uniformity/train=-3.39, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 33%|███▎ | 154/469 [00:15<00:31, 9.99it/s, v_num=9, loss/train=0.476, alignment/train=0.124, uniformity/train=-3.41, contrastive_acc/train=0.957, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 33%|███▎ | 155/469 [00:15<00:31, 9.95it/s, v_num=9, loss/train=0.476, alignment/train=0.124, uniformity/train=-3.41, contrastive_acc/train=0.957, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 33%|███▎ | 155/469 [00:15<00:31, 9.95it/s, v_num=9, loss/train=0.404, alignment/train=0.103, uniformity/train=-3.37, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 33%|███▎ | 156/469 [00:15<00:31, 9.96it/s, v_num=9, loss/train=0.404, alignment/train=0.103, uniformity/train=-3.37, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 33%|███▎ | 156/469 [00:15<00:31, 9.96it/s, v_num=9, loss/train=0.409, alignment/train=0.0994, uniformity/train=-3.40, contrastive_acc/train=0.965, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 33%|███▎ | 157/469 [00:15<00:31, 9.97it/s, v_num=9, loss/train=0.409, alignment/train=0.0994, uniformity/train=-3.40, contrastive_acc/train=0.965, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 33%|███▎ | 157/469 [00:15<00:31, 9.97it/s, v_num=9, loss/train=0.424, alignment/train=0.109, uniformity/train=-3.39, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 34%|███▎ | 158/469 [00:15<00:31, 10.00it/s, v_num=9, loss/train=0.424, alignment/train=0.109, uniformity/train=-3.39, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 34%|███▎ | 158/469 [00:15<00:31, 10.00it/s, v_num=9, loss/train=0.418, alignment/train=0.105, uniformity/train=-3.38, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 34%|███▍ | 159/469 [00:15<00:30, 10.01it/s, v_num=9, loss/train=0.418, alignment/train=0.105, uniformity/train=-3.38, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 34%|███▍ | 159/469 [00:15<00:30, 10.01it/s, v_num=9, loss/train=0.389, alignment/train=0.0884, uniformity/train=-3.39, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 34%|███▍ | 160/469 [00:16<00:31, 9.96it/s, v_num=9, loss/train=0.389, alignment/train=0.0884, uniformity/train=-3.39, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 34%|███▍ | 160/469 [00:16<00:31, 9.96it/s, v_num=9, loss/train=0.435, alignment/train=0.113, uniformity/train=-3.42, contrastive_acc/train=0.973, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 34%|███▍ | 161/469 [00:16<00:30, 9.99it/s, v_num=9, loss/train=0.435, alignment/train=0.113, uniformity/train=-3.42, contrastive_acc/train=0.973, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 34%|███▍ | 161/469 [00:16<00:30, 9.99it/s, v_num=9, loss/train=0.343, alignment/train=0.0943, uniformity/train=-3.42, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 35%|███▍ | 162/469 [00:16<00:30, 10.01it/s, v_num=9, loss/train=0.343, alignment/train=0.0943, uniformity/train=-3.42, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 35%|███▍ | 162/469 [00:16<00:30, 10.01it/s, v_num=9, loss/train=0.471, alignment/train=0.0899, uniformity/train=-3.35, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 35%|███▍ | 163/469 [00:16<00:30, 10.04it/s, v_num=9, loss/train=0.471, alignment/train=0.0899, uniformity/train=-3.35, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 35%|███▍ | 163/469 [00:16<00:30, 10.04it/s, v_num=9, loss/train=0.456, alignment/train=0.112, uniformity/train=-3.38, contrastive_acc/train=0.965, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 35%|███▍ | 164/469 [00:16<00:30, 10.06it/s, v_num=9, loss/train=0.456, alignment/train=0.112, uniformity/train=-3.38, contrastive_acc/train=0.965, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 35%|███▍ | 164/469 [00:16<00:30, 10.05it/s, v_num=9, loss/train=0.430, alignment/train=0.115, uniformity/train=-3.41, contrastive_acc/train=0.969, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 35%|███▌ | 165/469 [00:16<00:30, 10.06it/s, v_num=9, loss/train=0.430, alignment/train=0.115, uniformity/train=-3.41, contrastive_acc/train=0.969, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 35%|███▌ | 165/469 [00:16<00:30, 10.05it/s, v_num=9, loss/train=0.439, alignment/train=0.113, uniformity/train=-3.39, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 35%|███▌ | 166/469 [00:16<00:30, 10.05it/s, v_num=9, loss/train=0.439, alignment/train=0.113, uniformity/train=-3.39, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 35%|███▌ | 166/469 [00:16<00:30, 10.05it/s, v_num=9, loss/train=0.368, alignment/train=0.101, uniformity/train=-3.41, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 36%|███▌ | 167/469 [00:16<00:30, 10.02it/s, v_num=9, loss/train=0.368, alignment/train=0.101, uniformity/train=-3.41, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 36%|███▌ | 167/469 [00:16<00:30, 10.02it/s, v_num=9, loss/train=0.444, alignment/train=0.107, uniformity/train=-3.40, contrastive_acc/train=0.969, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 36%|███▌ | 168/469 [00:16<00:30, 10.03it/s, v_num=9, loss/train=0.444, alignment/train=0.107, uniformity/train=-3.40, contrastive_acc/train=0.969, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 36%|███▌ | 168/469 [00:16<00:30, 10.03it/s, v_num=9, loss/train=0.443, alignment/train=0.0908, uniformity/train=-3.37, contrastive_acc/train=0.969, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 36%|███▌ | 169/469 [00:16<00:29, 10.05it/s, v_num=9, loss/train=0.443, alignment/train=0.0908, uniformity/train=-3.37, contrastive_acc/train=0.969, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 36%|███▌ | 169/469 [00:16<00:29, 10.05it/s, v_num=9, loss/train=0.399, alignment/train=0.102, uniformity/train=-3.42, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 36%|███▌ | 170/469 [00:16<00:29, 10.04it/s, v_num=9, loss/train=0.399, alignment/train=0.102, uniformity/train=-3.42, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 36%|███▌ | 170/469 [00:16<00:29, 10.04it/s, v_num=9, loss/train=0.358, alignment/train=0.110, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 36%|███▋ | 171/469 [00:16<00:29, 10.07it/s, v_num=9, loss/train=0.358, alignment/train=0.110, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 36%|███▋ | 171/469 [00:16<00:29, 10.06it/s, v_num=9, loss/train=0.407, alignment/train=0.109, uniformity/train=-3.43, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 37%|███▋ | 172/469 [00:17<00:29, 10.06it/s, v_num=9, loss/train=0.407, alignment/train=0.109, uniformity/train=-3.43, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 37%|███▋ | 172/469 [00:17<00:29, 10.06it/s, v_num=9, loss/train=0.392, alignment/train=0.0986, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 37%|███▋ | 173/469 [00:17<00:29, 10.03it/s, v_num=9, loss/train=0.392, alignment/train=0.0986, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 37%|███▋ | 173/469 [00:17<00:29, 10.03it/s, v_num=9, loss/train=0.460, alignment/train=0.0993, uniformity/train=-3.40, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 37%|███▋ | 174/469 [00:17<00:29, 10.05it/s, v_num=9, loss/train=0.460, alignment/train=0.0993, uniformity/train=-3.40, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 37%|███▋ | 174/469 [00:17<00:29, 10.05it/s, v_num=9, loss/train=0.400, alignment/train=0.111, uniformity/train=-3.42, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 37%|███▋ | 175/469 [00:17<00:29, 10.07it/s, v_num=9, loss/train=0.400, alignment/train=0.111, uniformity/train=-3.42, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 37%|███▋ | 175/469 [00:17<00:29, 10.07it/s, v_num=9, loss/train=0.412, alignment/train=0.118, uniformity/train=-3.42, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 38%|███▊ | 176/469 [00:17<00:29, 10.08it/s, v_num=9, loss/train=0.412, alignment/train=0.118, uniformity/train=-3.42, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 38%|███▊ | 176/469 [00:17<00:29, 10.07it/s, v_num=9, loss/train=0.371, alignment/train=0.0926, uniformity/train=-3.43, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 38%|███▊ | 177/469 [00:17<00:28, 10.08it/s, v_num=9, loss/train=0.371, alignment/train=0.0926, uniformity/train=-3.43, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 38%|███▊ | 177/469 [00:17<00:28, 10.08it/s, v_num=9, loss/train=0.406, alignment/train=0.114, uniformity/train=-3.41, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 38%|███▊ | 178/469 [00:17<00:28, 10.08it/s, v_num=9, loss/train=0.406, alignment/train=0.114, uniformity/train=-3.41, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 38%|███▊ | 178/469 [00:17<00:28, 10.08it/s, v_num=9, loss/train=0.367, alignment/train=0.0999, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 38%|███▊ | 179/469 [00:17<00:28, 10.11it/s, v_num=9, loss/train=0.367, alignment/train=0.0999, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 38%|███▊ | 179/469 [00:17<00:28, 10.11it/s, v_num=9, loss/train=0.345, alignment/train=0.094, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 38%|███▊ | 180/469 [00:17<00:28, 10.10it/s, v_num=9, loss/train=0.345, alignment/train=0.094, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 38%|███▊ | 180/469 [00:17<00:28, 10.10it/s, v_num=9, loss/train=0.364, alignment/train=0.108, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 39%|███▊ | 181/469 [00:17<00:28, 10.11it/s, v_num=9, loss/train=0.364, alignment/train=0.108, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 39%|███▊ | 181/469 [00:17<00:28, 10.11it/s, v_num=9, loss/train=0.389, alignment/train=0.103, uniformity/train=-3.39, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 39%|███▉ | 182/469 [00:18<00:28, 10.10it/s, v_num=9, loss/train=0.389, alignment/train=0.103, uniformity/train=-3.39, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 39%|███▉ | 182/469 [00:18<00:28, 10.10it/s, v_num=9, loss/train=0.445, alignment/train=0.101, uniformity/train=-3.40, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 39%|███▉ | 183/469 [00:18<00:28, 10.13it/s, v_num=9, loss/train=0.445, alignment/train=0.101, uniformity/train=-3.40, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 39%|███▉ | 183/469 [00:18<00:28, 10.13it/s, v_num=9, loss/train=0.396, alignment/train=0.0937, uniformity/train=-3.40, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 39%|███▉ | 184/469 [00:18<00:28, 10.12it/s, v_num=9, loss/train=0.396, alignment/train=0.0937, uniformity/train=-3.40, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 39%|███▉ | 184/469 [00:18<00:28, 10.12it/s, v_num=9, loss/train=0.443, alignment/train=0.102, uniformity/train=-3.38, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 39%|███▉ | 185/469 [00:18<00:28, 10.12it/s, v_num=9, loss/train=0.443, alignment/train=0.102, uniformity/train=-3.38, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 39%|███▉ | 185/469 [00:18<00:28, 10.12it/s, v_num=9, loss/train=0.464, alignment/train=0.115, uniformity/train=-3.40, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 40%|███▉ | 186/469 [00:18<00:27, 10.14it/s, v_num=9, loss/train=0.464, alignment/train=0.115, uniformity/train=-3.40, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 40%|███▉ | 186/469 [00:18<00:27, 10.14it/s, v_num=9, loss/train=0.420, alignment/train=0.111, uniformity/train=-3.42, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 40%|███▉ | 187/469 [00:18<00:27, 10.14it/s, v_num=9, loss/train=0.420, alignment/train=0.111, uniformity/train=-3.42, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 40%|███▉ | 187/469 [00:18<00:27, 10.14it/s, v_num=9, loss/train=0.398, alignment/train=0.0988, uniformity/train=-3.42, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 40%|████ | 188/469 [00:18<00:27, 10.12it/s, v_num=9, loss/train=0.398, alignment/train=0.0988, uniformity/train=-3.42, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 40%|████ | 188/469 [00:18<00:27, 10.12it/s, v_num=9, loss/train=0.426, alignment/train=0.0994, uniformity/train=-3.43, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 40%|████ | 189/469 [00:18<00:27, 10.14it/s, v_num=9, loss/train=0.426, alignment/train=0.0994, uniformity/train=-3.43, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 40%|████ | 189/469 [00:18<00:27, 10.14it/s, v_num=9, loss/train=0.358, alignment/train=0.104, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 41%|████ | 190/469 [00:18<00:27, 10.16it/s, v_num=9, loss/train=0.358, alignment/train=0.104, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 41%|████ | 190/469 [00:18<00:27, 10.16it/s, v_num=9, loss/train=0.384, alignment/train=0.103, uniformity/train=-3.42, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 41%|████ | 191/469 [00:18<00:27, 10.18it/s, v_num=9, loss/train=0.384, alignment/train=0.103, uniformity/train=-3.42, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 41%|████ | 191/469 [00:18<00:27, 10.17it/s, v_num=9, loss/train=0.478, alignment/train=0.117, uniformity/train=-3.40, contrastive_acc/train=0.949, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 41%|████ | 192/469 [00:18<00:27, 10.16it/s, v_num=9, loss/train=0.478, alignment/train=0.117, uniformity/train=-3.40, contrastive_acc/train=0.949, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 41%|████ | 192/469 [00:18<00:27, 10.16it/s, v_num=9, loss/train=0.447, alignment/train=0.101, uniformity/train=-3.41, contrastive_acc/train=0.969, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 41%|████ | 193/469 [00:18<00:27, 10.17it/s, v_num=9, loss/train=0.447, alignment/train=0.101, uniformity/train=-3.41, contrastive_acc/train=0.969, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 41%|████ | 193/469 [00:18<00:27, 10.17it/s, v_num=9, loss/train=0.408, alignment/train=0.107, uniformity/train=-3.41, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 41%|████▏ | 194/469 [00:19<00:26, 10.19it/s, v_num=9, loss/train=0.408, alignment/train=0.107, uniformity/train=-3.41, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 41%|████▏ | 194/469 [00:19<00:27, 10.18it/s, v_num=9, loss/train=0.352, alignment/train=0.102, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 42%|████▏ | 195/469 [00:19<00:26, 10.21it/s, v_num=9, loss/train=0.352, alignment/train=0.102, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 42%|████▏ | 195/469 [00:19<00:26, 10.20it/s, v_num=9, loss/train=0.334, alignment/train=0.104, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 42%|████▏ | 196/469 [00:19<00:26, 10.20it/s, v_num=9, loss/train=0.334, alignment/train=0.104, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 42%|████▏ | 196/469 [00:19<00:26, 10.20it/s, v_num=9, loss/train=0.346, alignment/train=0.0919, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 42%|████▏ | 197/469 [00:19<00:26, 10.17it/s, v_num=9, loss/train=0.346, alignment/train=0.0919, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 42%|████▏ | 197/469 [00:19<00:26, 10.17it/s, v_num=9, loss/train=0.429, alignment/train=0.113, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 42%|████▏ | 198/469 [00:19<00:26, 10.16it/s, v_num=9, loss/train=0.429, alignment/train=0.113, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 42%|████▏ | 198/469 [00:19<00:26, 10.16it/s, v_num=9, loss/train=0.368, alignment/train=0.103, uniformity/train=-3.41, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 42%|████▏ | 199/469 [00:19<00:26, 10.18it/s, v_num=9, loss/train=0.368, alignment/train=0.103, uniformity/train=-3.41, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 42%|████▏ | 199/469 [00:19<00:26, 10.18it/s, v_num=9, loss/train=0.399, alignment/train=0.100, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 43%|████▎ | 200/469 [00:19<00:26, 10.20it/s, v_num=9, loss/train=0.399, alignment/train=0.100, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 43%|████▎ | 200/469 [00:19<00:26, 10.20it/s, v_num=9, loss/train=0.368, alignment/train=0.0943, uniformity/train=-3.42, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 43%|████▎ | 201/469 [00:19<00:26, 10.19it/s, v_num=9, loss/train=0.368, alignment/train=0.0943, uniformity/train=-3.42, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 43%|████▎ | 201/469 [00:19<00:26, 10.19it/s, v_num=9, loss/train=0.413, alignment/train=0.0986, uniformity/train=-3.41, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 43%|████▎ | 202/469 [00:19<00:26, 10.19it/s, v_num=9, loss/train=0.413, alignment/train=0.0986, uniformity/train=-3.41, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 43%|████▎ | 202/469 [00:19<00:26, 10.19it/s, v_num=9, loss/train=0.471, alignment/train=0.104, uniformity/train=-3.39, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 43%|████▎ | 203/469 [00:19<00:26, 10.20it/s, v_num=9, loss/train=0.471, alignment/train=0.104, uniformity/train=-3.39, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 43%|████▎ | 203/469 [00:19<00:26, 10.20it/s, v_num=9, loss/train=0.347, alignment/train=0.0932, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 43%|████▎ | 204/469 [00:20<00:25, 10.20it/s, v_num=9, loss/train=0.347, alignment/train=0.0932, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 43%|████▎ | 204/469 [00:20<00:25, 10.20it/s, v_num=9, loss/train=0.362, alignment/train=0.104, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 44%|████▎ | 205/469 [00:20<00:25, 10.21it/s, v_num=9, loss/train=0.362, alignment/train=0.104, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 44%|████▎ | 205/469 [00:20<00:25, 10.21it/s, v_num=9, loss/train=0.462, alignment/train=0.109, uniformity/train=-3.39, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 44%|████▍ | 206/469 [00:20<00:25, 10.22it/s, v_num=9, loss/train=0.462, alignment/train=0.109, uniformity/train=-3.39, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 44%|████▍ | 206/469 [00:20<00:25, 10.22it/s, v_num=9, loss/train=0.477, alignment/train=0.112, uniformity/train=-3.37, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 44%|████▍ | 207/469 [00:20<00:25, 10.22it/s, v_num=9, loss/train=0.477, alignment/train=0.112, uniformity/train=-3.37, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 44%|████▍ | 207/469 [00:20<00:25, 10.22it/s, v_num=9, loss/train=0.353, alignment/train=0.0811, uniformity/train=-3.42, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 44%|████▍ | 208/469 [00:20<00:25, 10.24it/s, v_num=9, loss/train=0.353, alignment/train=0.0811, uniformity/train=-3.42, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 44%|████▍ | 208/469 [00:20<00:25, 10.24it/s, v_num=9, loss/train=0.388, alignment/train=0.096, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 45%|████▍ | 209/469 [00:20<00:25, 10.22it/s, v_num=9, loss/train=0.388, alignment/train=0.096, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 45%|████▍ | 209/469 [00:20<00:25, 10.22it/s, v_num=9, loss/train=0.464, alignment/train=0.101, uniformity/train=-3.38, contrastive_acc/train=0.973, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 45%|████▍ | 210/469 [00:20<00:25, 10.22it/s, v_num=9, loss/train=0.464, alignment/train=0.101, uniformity/train=-3.38, contrastive_acc/train=0.973, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 45%|████▍ | 210/469 [00:20<00:25, 10.22it/s, v_num=9, loss/train=0.383, alignment/train=0.107, uniformity/train=-3.42, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 45%|████▍ | 211/469 [00:20<00:25, 10.24it/s, v_num=9, loss/train=0.383, alignment/train=0.107, uniformity/train=-3.42, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 45%|████▍ | 211/469 [00:20<00:25, 10.24it/s, v_num=9, loss/train=0.387, alignment/train=0.100, uniformity/train=-3.38, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 45%|████▌ | 212/469 [00:20<00:25, 10.24it/s, v_num=9, loss/train=0.387, alignment/train=0.100, uniformity/train=-3.38, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 45%|████▌ | 212/469 [00:20<00:25, 10.23it/s, v_num=9, loss/train=0.461, alignment/train=0.110, uniformity/train=-3.39, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 45%|████▌ | 213/469 [00:20<00:25, 10.24it/s, v_num=9, loss/train=0.461, alignment/train=0.110, uniformity/train=-3.39, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 45%|████▌ | 213/469 [00:20<00:25, 10.23it/s, v_num=9, loss/train=0.371, alignment/train=0.101, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 46%|████▌ | 214/469 [00:20<00:24, 10.24it/s, v_num=9, loss/train=0.371, alignment/train=0.101, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 46%|████▌ | 214/469 [00:20<00:24, 10.24it/s, v_num=9, loss/train=0.385, alignment/train=0.0923, uniformity/train=-3.40, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 46%|████▌ | 215/469 [00:20<00:24, 10.26it/s, v_num=9, loss/train=0.385, alignment/train=0.0923, uniformity/train=-3.40, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 46%|████▌ | 215/469 [00:20<00:24, 10.26it/s, v_num=9, loss/train=0.367, alignment/train=0.0923, uniformity/train=-3.40, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 46%|████▌ | 216/469 [00:21<00:24, 10.25it/s, v_num=9, loss/train=0.367, alignment/train=0.0923, uniformity/train=-3.40, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 46%|████▌ | 216/469 [00:21<00:24, 10.25it/s, v_num=9, loss/train=0.463, alignment/train=0.116, uniformity/train=-3.40, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 46%|████▋ | 217/469 [00:21<00:24, 10.26it/s, v_num=9, loss/train=0.463, alignment/train=0.116, uniformity/train=-3.40, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 46%|████▋ | 217/469 [00:21<00:24, 10.26it/s, v_num=9, loss/train=0.386, alignment/train=0.101, uniformity/train=-3.42, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 46%|████▋ | 218/469 [00:21<00:24, 10.25it/s, v_num=9, loss/train=0.386, alignment/train=0.101, uniformity/train=-3.42, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 46%|████▋ | 218/469 [00:21<00:24, 10.25it/s, v_num=9, loss/train=0.435, alignment/train=0.114, uniformity/train=-3.35, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 47%|████▋ | 219/469 [00:21<00:24, 10.27it/s, v_num=9, loss/train=0.435, alignment/train=0.114, uniformity/train=-3.35, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 47%|████▋ | 219/469 [00:21<00:24, 10.27it/s, v_num=9, loss/train=0.438, alignment/train=0.0991, uniformity/train=-3.38, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 47%|████▋ | 220/469 [00:21<00:24, 10.28it/s, v_num=9, loss/train=0.438, alignment/train=0.0991, uniformity/train=-3.38, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 47%|████▋ | 220/469 [00:21<00:24, 10.28it/s, v_num=9, loss/train=0.493, alignment/train=0.110, uniformity/train=-3.38, contrastive_acc/train=0.969, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 47%|████▋ | 221/469 [00:21<00:24, 10.29it/s, v_num=9, loss/train=0.493, alignment/train=0.110, uniformity/train=-3.38, contrastive_acc/train=0.969, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 47%|████▋ | 221/469 [00:21<00:24, 10.29it/s, v_num=9, loss/train=0.348, alignment/train=0.101, uniformity/train=-3.45, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 47%|████▋ | 222/469 [00:21<00:23, 10.30it/s, v_num=9, loss/train=0.348, alignment/train=0.101, uniformity/train=-3.45, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 47%|████▋ | 222/469 [00:21<00:23, 10.30it/s, v_num=9, loss/train=0.420, alignment/train=0.105, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 48%|████▊ | 223/469 [00:21<00:23, 10.29it/s, v_num=9, loss/train=0.420, alignment/train=0.105, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 48%|████▊ | 223/469 [00:21<00:23, 10.29it/s, v_num=9, loss/train=0.335, alignment/train=0.0894, uniformity/train=-3.40, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 48%|████▊ | 224/469 [00:21<00:23, 10.29it/s, v_num=9, loss/train=0.335, alignment/train=0.0894, uniformity/train=-3.40, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 48%|████▊ | 224/469 [00:21<00:23, 10.29it/s, v_num=9, loss/train=0.423, alignment/train=0.0985, uniformity/train=-3.37, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 48%|████▊ | 225/469 [00:21<00:23, 10.28it/s, v_num=9, loss/train=0.423, alignment/train=0.0985, uniformity/train=-3.37, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 48%|████▊ | 225/469 [00:21<00:23, 10.28it/s, v_num=9, loss/train=0.441, alignment/train=0.119, uniformity/train=-3.42, contrastive_acc/train=0.973, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 48%|████▊ | 226/469 [00:21<00:23, 10.30it/s, v_num=9, loss/train=0.441, alignment/train=0.119, uniformity/train=-3.42, contrastive_acc/train=0.973, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 48%|████▊ | 226/469 [00:21<00:23, 10.30it/s, v_num=9, loss/train=0.494, alignment/train=0.121, uniformity/train=-3.40, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 48%|████▊ | 227/469 [00:22<00:23, 10.31it/s, v_num=9, loss/train=0.494, alignment/train=0.121, uniformity/train=-3.40, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 48%|████▊ | 227/469 [00:22<00:23, 10.31it/s, v_num=9, loss/train=0.412, alignment/train=0.0889, uniformity/train=-3.34, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 49%|████▊ | 228/469 [00:22<00:23, 10.29it/s, v_num=9, loss/train=0.412, alignment/train=0.0889, uniformity/train=-3.34, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 49%|████▊ | 228/469 [00:22<00:23, 10.29it/s, v_num=9, loss/train=0.405, alignment/train=0.0888, uniformity/train=-3.35, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 49%|████▉ | 229/469 [00:22<00:23, 10.31it/s, v_num=9, loss/train=0.405, alignment/train=0.0888, uniformity/train=-3.35, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 49%|████▉ | 229/469 [00:22<00:23, 10.31it/s, v_num=9, loss/train=0.372, alignment/train=0.107, uniformity/train=-3.42, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 49%|████▉ | 230/469 [00:22<00:23, 10.30it/s, v_num=9, loss/train=0.372, alignment/train=0.107, uniformity/train=-3.42, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 49%|████▉ | 230/469 [00:22<00:23, 10.30it/s, v_num=9, loss/train=0.408, alignment/train=0.117, uniformity/train=-3.43, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 49%|████▉ | 231/469 [00:22<00:23, 10.32it/s, v_num=9, loss/train=0.408, alignment/train=0.117, uniformity/train=-3.43, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 49%|████▉ | 231/469 [00:22<00:23, 10.32it/s, v_num=9, loss/train=0.380, alignment/train=0.102, uniformity/train=-3.40, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 49%|████▉ | 232/469 [00:22<00:22, 10.31it/s, v_num=9, loss/train=0.380, alignment/train=0.102, uniformity/train=-3.40, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 49%|████▉ | 232/469 [00:22<00:22, 10.31it/s, v_num=9, loss/train=0.481, alignment/train=0.0963, uniformity/train=-3.34, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 50%|████▉ | 233/469 [00:22<00:22, 10.30it/s, v_num=9, loss/train=0.481, alignment/train=0.0963, uniformity/train=-3.34, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 50%|████▉ | 233/469 [00:22<00:22, 10.30it/s, v_num=9, loss/train=0.448, alignment/train=0.101, uniformity/train=-3.37, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 50%|████▉ | 234/469 [00:22<00:22, 10.31it/s, v_num=9, loss/train=0.448, alignment/train=0.101, uniformity/train=-3.37, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 50%|████▉ | 234/469 [00:22<00:22, 10.31it/s, v_num=9, loss/train=0.414, alignment/train=0.0984, uniformity/train=-3.35, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 50%|█████ | 235/469 [00:22<00:22, 10.33it/s, v_num=9, loss/train=0.414, alignment/train=0.0984, uniformity/train=-3.35, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 50%|█████ | 235/469 [00:22<00:22, 10.33it/s, v_num=9, loss/train=0.369, alignment/train=0.0971, uniformity/train=-3.42, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 50%|█████ | 236/469 [00:22<00:22, 10.32it/s, v_num=9, loss/train=0.369, alignment/train=0.0971, uniformity/train=-3.42, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 50%|█████ | 236/469 [00:22<00:22, 10.32it/s, v_num=9, loss/train=0.444, alignment/train=0.103, uniformity/train=-3.35, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 51%|█████ | 237/469 [00:22<00:22, 10.34it/s, v_num=9, loss/train=0.444, alignment/train=0.103, uniformity/train=-3.35, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 51%|█████ | 237/469 [00:22<00:22, 10.34it/s, v_num=9, loss/train=0.356, alignment/train=0.0957, uniformity/train=-3.40, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 51%|█████ | 238/469 [00:23<00:22, 10.35it/s, v_num=9, loss/train=0.356, alignment/train=0.0957, uniformity/train=-3.40, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 51%|█████ | 238/469 [00:23<00:22, 10.35it/s, v_num=9, loss/train=0.433, alignment/train=0.106, uniformity/train=-3.38, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 51%|█████ | 239/469 [00:23<00:22, 10.35it/s, v_num=9, loss/train=0.433, alignment/train=0.106, uniformity/train=-3.38, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 51%|█████ | 239/469 [00:23<00:22, 10.35it/s, v_num=9, loss/train=0.408, alignment/train=0.102, uniformity/train=-3.39, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 51%|█████ | 240/469 [00:23<00:22, 10.36it/s, v_num=9, loss/train=0.408, alignment/train=0.102, uniformity/train=-3.39, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 51%|█████ | 240/469 [00:23<00:22, 10.36it/s, v_num=9, loss/train=0.386, alignment/train=0.0979, uniformity/train=-3.36, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 51%|█████▏ | 241/469 [00:23<00:21, 10.37it/s, v_num=9, loss/train=0.386, alignment/train=0.0979, uniformity/train=-3.36, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 51%|█████▏ | 241/469 [00:23<00:21, 10.37it/s, v_num=9, loss/train=0.390, alignment/train=0.097, uniformity/train=-3.41, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 52%|█████▏ | 242/469 [00:23<00:21, 10.39it/s, v_num=9, loss/train=0.390, alignment/train=0.097, uniformity/train=-3.41, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 52%|█████▏ | 242/469 [00:23<00:21, 10.39it/s, v_num=9, loss/train=0.399, alignment/train=0.0979, uniformity/train=-3.41, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 52%|█████▏ | 243/469 [00:23<00:21, 10.38it/s, v_num=9, loss/train=0.399, alignment/train=0.0979, uniformity/train=-3.41, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 52%|█████▏ | 243/469 [00:23<00:21, 10.38it/s, v_num=9, loss/train=0.341, alignment/train=0.092, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 52%|█████▏ | 244/469 [00:23<00:21, 10.35it/s, v_num=9, loss/train=0.341, alignment/train=0.092, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 52%|█████▏ | 244/469 [00:23<00:21, 10.35it/s, v_num=9, loss/train=0.433, alignment/train=0.105, uniformity/train=-3.39, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 52%|█████▏ | 245/469 [00:23<00:21, 10.34it/s, v_num=9, loss/train=0.433, alignment/train=0.105, uniformity/train=-3.39, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 52%|█████▏ | 245/469 [00:23<00:21, 10.34it/s, v_num=9, loss/train=0.400, alignment/train=0.112, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 52%|█████▏ | 246/469 [00:23<00:21, 10.35it/s, v_num=9, loss/train=0.400, alignment/train=0.112, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 52%|█████▏ | 246/469 [00:23<00:21, 10.35it/s, v_num=9, loss/train=0.375, alignment/train=0.0904, uniformity/train=-3.43, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 53%|█████▎ | 247/469 [00:23<00:21, 10.35it/s, v_num=9, loss/train=0.375, alignment/train=0.0904, uniformity/train=-3.43, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 53%|█████▎ | 247/469 [00:23<00:21, 10.35it/s, v_num=9, loss/train=0.465, alignment/train=0.103, uniformity/train=-3.39, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 53%|█████▎ | 248/469 [00:23<00:21, 10.36it/s, v_num=9, loss/train=0.465, alignment/train=0.103, uniformity/train=-3.39, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 53%|█████▎ | 248/469 [00:23<00:21, 10.36it/s, v_num=9, loss/train=0.333, alignment/train=0.0897, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 53%|█████▎ | 249/469 [00:23<00:21, 10.38it/s, v_num=9, loss/train=0.333, alignment/train=0.0897, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 53%|█████▎ | 249/469 [00:23<00:21, 10.38it/s, v_num=9, loss/train=0.411, alignment/train=0.111, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 53%|█████▎ | 250/469 [00:24<00:21, 10.37it/s, v_num=9, loss/train=0.411, alignment/train=0.111, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 53%|█████▎ | 250/469 [00:24<00:21, 10.37it/s, v_num=9, loss/train=0.449, alignment/train=0.0943, uniformity/train=-3.38, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 54%|█████▎ | 251/469 [00:24<00:21, 10.36it/s, v_num=9, loss/train=0.449, alignment/train=0.0943, uniformity/train=-3.38, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 54%|█████▎ | 251/469 [00:24<00:21, 10.36it/s, v_num=9, loss/train=0.408, alignment/train=0.101, uniformity/train=-3.42, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 54%|█████▎ | 252/469 [00:24<00:20, 10.38it/s, v_num=9, loss/train=0.408, alignment/train=0.101, uniformity/train=-3.42, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 54%|█████▎ | 252/469 [00:24<00:20, 10.38it/s, v_num=9, loss/train=0.390, alignment/train=0.114, uniformity/train=-3.43, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 54%|█████▍ | 253/469 [00:24<00:20, 10.36it/s, v_num=9, loss/train=0.390, alignment/train=0.114, uniformity/train=-3.43, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 54%|█████▍ | 253/469 [00:24<00:20, 10.36it/s, v_num=9, loss/train=0.370, alignment/train=0.107, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 54%|█████▍ | 254/469 [00:24<00:20, 10.37it/s, v_num=9, loss/train=0.370, alignment/train=0.107, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 54%|█████▍ | 254/469 [00:24<00:20, 10.37it/s, v_num=9, loss/train=0.339, alignment/train=0.0938, uniformity/train=-3.42, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 54%|█████▍ | 255/469 [00:24<00:20, 10.38it/s, v_num=9, loss/train=0.339, alignment/train=0.0938, uniformity/train=-3.42, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 54%|█████▍ | 255/469 [00:24<00:20, 10.38it/s, v_num=9, loss/train=0.431, alignment/train=0.101, uniformity/train=-3.40, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 55%|█████▍ | 256/469 [00:24<00:20, 10.36it/s, v_num=9, loss/train=0.431, alignment/train=0.101, uniformity/train=-3.40, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 55%|█████▍ | 256/469 [00:24<00:20, 10.36it/s, v_num=9, loss/train=0.391, alignment/train=0.117, uniformity/train=-3.43, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 55%|█████▍ | 257/469 [00:24<00:20, 10.38it/s, v_num=9, loss/train=0.391, alignment/train=0.117, uniformity/train=-3.43, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 55%|█████▍ | 257/469 [00:24<00:20, 10.38it/s, v_num=9, loss/train=0.386, alignment/train=0.0935, uniformity/train=-3.37, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 55%|█████▌ | 258/469 [00:24<00:20, 10.38it/s, v_num=9, loss/train=0.386, alignment/train=0.0935, uniformity/train=-3.37, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 55%|█████▌ | 258/469 [00:24<00:20, 10.38it/s, v_num=9, loss/train=0.379, alignment/train=0.105, uniformity/train=-3.40, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 55%|█████▌ | 259/469 [00:24<00:20, 10.39it/s, v_num=9, loss/train=0.379, alignment/train=0.105, uniformity/train=-3.40, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 55%|█████▌ | 259/469 [00:24<00:20, 10.39it/s, v_num=9, loss/train=0.347, alignment/train=0.0862, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 55%|█████▌ | 260/469 [00:25<00:20, 10.38it/s, v_num=9, loss/train=0.347, alignment/train=0.0862, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 55%|█████▌ | 260/469 [00:25<00:20, 10.38it/s, v_num=9, loss/train=0.409, alignment/train=0.112, uniformity/train=-3.42, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 56%|█████▌ | 261/469 [00:25<00:20, 10.37it/s, v_num=9, loss/train=0.409, alignment/train=0.112, uniformity/train=-3.42, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 56%|█████▌ | 261/469 [00:25<00:20, 10.37it/s, v_num=9, loss/train=0.393, alignment/train=0.110, uniformity/train=-3.41, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 56%|█████▌ | 262/469 [00:25<00:19, 10.38it/s, v_num=9, loss/train=0.393, alignment/train=0.110, uniformity/train=-3.41, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 56%|█████▌ | 262/469 [00:25<00:19, 10.38it/s, v_num=9, loss/train=0.446, alignment/train=0.109, uniformity/train=-3.40, contrastive_acc/train=0.969, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 56%|█████▌ | 263/469 [00:25<00:19, 10.40it/s, v_num=9, loss/train=0.446, alignment/train=0.109, uniformity/train=-3.40, contrastive_acc/train=0.969, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 56%|█████▌ | 263/469 [00:25<00:19, 10.40it/s, v_num=9, loss/train=0.365, alignment/train=0.0943, uniformity/train=-3.43, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 56%|█████▋ | 264/469 [00:25<00:19, 10.40it/s, v_num=9, loss/train=0.365, alignment/train=0.0943, uniformity/train=-3.43, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 56%|█████▋ | 264/469 [00:25<00:19, 10.40it/s, v_num=9, loss/train=0.356, alignment/train=0.086, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 57%|█████▋ | 265/469 [00:25<00:19, 10.42it/s, v_num=9, loss/train=0.356, alignment/train=0.086, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 57%|█████▋ | 265/469 [00:25<00:19, 10.42it/s, v_num=9, loss/train=0.422, alignment/train=0.104, uniformity/train=-3.37, contrastive_acc/train=0.969, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 57%|█████▋ | 266/469 [00:25<00:19, 10.42it/s, v_num=9, loss/train=0.422, alignment/train=0.104, uniformity/train=-3.37, contrastive_acc/train=0.969, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 57%|█████▋ | 266/469 [00:25<00:19, 10.42it/s, v_num=9, loss/train=0.391, alignment/train=0.101, uniformity/train=-3.40, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 57%|█████▋ | 267/469 [00:25<00:19, 10.41it/s, v_num=9, loss/train=0.391, alignment/train=0.101, uniformity/train=-3.40, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 57%|█████▋ | 267/469 [00:25<00:19, 10.41it/s, v_num=9, loss/train=0.404, alignment/train=0.105, uniformity/train=-3.42, contrastive_acc/train=0.973, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 57%|█████▋ | 268/469 [00:25<00:19, 10.41it/s, v_num=9, loss/train=0.404, alignment/train=0.105, uniformity/train=-3.42, contrastive_acc/train=0.973, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 57%|█████▋ | 268/469 [00:25<00:19, 10.41it/s, v_num=9, loss/train=0.354, alignment/train=0.0938, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 57%|█████▋ | 269/469 [00:25<00:19, 10.40it/s, v_num=9, loss/train=0.354, alignment/train=0.0938, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 57%|█████▋ | 269/469 [00:25<00:19, 10.40it/s, v_num=9, loss/train=0.440, alignment/train=0.0957, uniformity/train=-3.40, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 58%|█████▊ | 270/469 [00:25<00:19, 10.40it/s, v_num=9, loss/train=0.440, alignment/train=0.0957, uniformity/train=-3.40, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 58%|█████▊ | 270/469 [00:25<00:19, 10.40it/s, v_num=9, loss/train=0.422, alignment/train=0.0946, uniformity/train=-3.39, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 58%|█████▊ | 271/469 [00:26<00:19, 10.42it/s, v_num=9, loss/train=0.422, alignment/train=0.0946, uniformity/train=-3.39, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 58%|█████▊ | 271/469 [00:26<00:19, 10.42it/s, v_num=9, loss/train=0.383, alignment/train=0.0904, uniformity/train=-3.40, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 58%|█████▊ | 272/469 [00:26<00:18, 10.43it/s, v_num=9, loss/train=0.383, alignment/train=0.0904, uniformity/train=-3.40, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 58%|█████▊ | 272/469 [00:26<00:18, 10.43it/s, v_num=9, loss/train=0.397, alignment/train=0.098, uniformity/train=-3.40, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 58%|█████▊ | 273/469 [00:26<00:18, 10.43it/s, v_num=9, loss/train=0.397, alignment/train=0.098, uniformity/train=-3.40, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 58%|█████▊ | 273/469 [00:26<00:18, 10.43it/s, v_num=9, loss/train=0.362, alignment/train=0.0832, uniformity/train=-3.40, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 58%|█████▊ | 274/469 [00:26<00:18, 10.42it/s, v_num=9, loss/train=0.362, alignment/train=0.0832, uniformity/train=-3.40, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 58%|█████▊ | 274/469 [00:26<00:18, 10.42it/s, v_num=9, loss/train=0.377, alignment/train=0.083, uniformity/train=-3.41, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 59%|█████▊ | 275/469 [00:26<00:18, 10.43it/s, v_num=9, loss/train=0.377, alignment/train=0.083, uniformity/train=-3.41, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 59%|█████▊ | 275/469 [00:26<00:18, 10.43it/s, v_num=9, loss/train=0.343, alignment/train=0.0895, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 59%|█████▉ | 276/469 [00:26<00:18, 10.44it/s, v_num=9, loss/train=0.343, alignment/train=0.0895, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 59%|█████▉ | 276/469 [00:26<00:18, 10.44it/s, v_num=9, loss/train=0.436, alignment/train=0.104, uniformity/train=-3.41, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 59%|█████▉ | 277/469 [00:26<00:18, 10.44it/s, v_num=9, loss/train=0.436, alignment/train=0.104, uniformity/train=-3.41, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 59%|█████▉ | 277/469 [00:26<00:18, 10.44it/s, v_num=9, loss/train=0.373, alignment/train=0.106, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 59%|█████▉ | 278/469 [00:26<00:18, 10.42it/s, v_num=9, loss/train=0.373, alignment/train=0.106, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 59%|█████▉ | 278/469 [00:26<00:18, 10.42it/s, v_num=9, loss/train=0.358, alignment/train=0.102, uniformity/train=-3.45, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 59%|█████▉ | 279/469 [00:26<00:18, 10.43it/s, v_num=9, loss/train=0.358, alignment/train=0.102, uniformity/train=-3.45, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 59%|█████▉ | 279/469 [00:26<00:18, 10.43it/s, v_num=9, loss/train=0.383, alignment/train=0.107, uniformity/train=-3.44, contrastive_acc/train=0.973, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 60%|█████▉ | 280/469 [00:26<00:18, 10.45it/s, v_num=9, loss/train=0.383, alignment/train=0.107, uniformity/train=-3.44, contrastive_acc/train=0.973, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 60%|█████▉ | 280/469 [00:26<00:18, 10.45it/s, v_num=9, loss/train=0.358, alignment/train=0.0958, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 60%|█████▉ | 281/469 [00:26<00:17, 10.45it/s, v_num=9, loss/train=0.358, alignment/train=0.0958, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 60%|█████▉ | 281/469 [00:26<00:17, 10.45it/s, v_num=9, loss/train=0.415, alignment/train=0.101, uniformity/train=-3.43, contrastive_acc/train=0.973, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 60%|██████ | 282/469 [00:26<00:17, 10.45it/s, v_num=9, loss/train=0.415, alignment/train=0.101, uniformity/train=-3.43, contrastive_acc/train=0.973, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 60%|██████ | 282/469 [00:26<00:17, 10.45it/s, v_num=9, loss/train=0.367, alignment/train=0.101, uniformity/train=-3.43, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 60%|██████ | 283/469 [00:27<00:17, 10.43it/s, v_num=9, loss/train=0.367, alignment/train=0.101, uniformity/train=-3.43, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 60%|██████ | 283/469 [00:27<00:17, 10.43it/s, v_num=9, loss/train=0.346, alignment/train=0.110, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 61%|██████ | 284/469 [00:27<00:17, 10.43it/s, v_num=9, loss/train=0.346, alignment/train=0.110, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 61%|██████ | 284/469 [00:27<00:17, 10.43it/s, v_num=9, loss/train=0.375, alignment/train=0.106, uniformity/train=-3.44, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 61%|██████ | 285/469 [00:27<00:17, 10.44it/s, v_num=9, loss/train=0.375, alignment/train=0.106, uniformity/train=-3.44, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 61%|██████ | 285/469 [00:27<00:17, 10.44it/s, v_num=9, loss/train=0.346, alignment/train=0.0809, uniformity/train=-3.41, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 61%|██████ | 286/469 [00:27<00:17, 10.44it/s, v_num=9, loss/train=0.346, alignment/train=0.0809, uniformity/train=-3.41, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 61%|██████ | 286/469 [00:27<00:17, 10.44it/s, v_num=9, loss/train=0.383, alignment/train=0.104, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 61%|██████ | 287/469 [00:27<00:17, 10.44it/s, v_num=9, loss/train=0.383, alignment/train=0.104, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 61%|██████ | 287/469 [00:27<00:17, 10.44it/s, v_num=9, loss/train=0.366, alignment/train=0.110, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 61%|██████▏ | 288/469 [00:27<00:17, 10.45it/s, v_num=9, loss/train=0.366, alignment/train=0.110, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 61%|██████▏ | 288/469 [00:27<00:17, 10.45it/s, v_num=9, loss/train=0.471, alignment/train=0.119, uniformity/train=-3.43, contrastive_acc/train=0.973, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 62%|██████▏ | 289/469 [00:27<00:17, 10.45it/s, v_num=9, loss/train=0.471, alignment/train=0.119, uniformity/train=-3.43, contrastive_acc/train=0.973, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 62%|██████▏ | 289/469 [00:27<00:17, 10.45it/s, v_num=9, loss/train=0.373, alignment/train=0.106, uniformity/train=-3.41, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 62%|██████▏ | 290/469 [00:27<00:17, 10.46it/s, v_num=9, loss/train=0.373, alignment/train=0.106, uniformity/train=-3.41, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 62%|██████▏ | 290/469 [00:27<00:17, 10.46it/s, v_num=9, loss/train=0.366, alignment/train=0.0985, uniformity/train=-3.42, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 62%|██████▏ | 291/469 [00:27<00:17, 10.47it/s, v_num=9, loss/train=0.366, alignment/train=0.0985, uniformity/train=-3.42, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 62%|██████▏ | 291/469 [00:27<00:17, 10.47it/s, v_num=9, loss/train=0.415, alignment/train=0.104, uniformity/train=-3.42, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 62%|██████▏ | 292/469 [00:27<00:16, 10.44it/s, v_num=9, loss/train=0.415, alignment/train=0.104, uniformity/train=-3.42, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 62%|██████▏ | 292/469 [00:27<00:16, 10.44it/s, v_num=9, loss/train=0.427, alignment/train=0.0973, uniformity/train=-3.36, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 62%|██████▏ | 293/469 [00:28<00:16, 10.44it/s, v_num=9, loss/train=0.427, alignment/train=0.0973, uniformity/train=-3.36, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 62%|██████▏ | 293/469 [00:28<00:16, 10.44it/s, v_num=9, loss/train=0.311, alignment/train=0.101, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 63%|██████▎ | 294/469 [00:28<00:16, 10.45it/s, v_num=9, loss/train=0.311, alignment/train=0.101, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 63%|██████▎ | 294/469 [00:28<00:16, 10.45it/s, v_num=9, loss/train=0.332, alignment/train=0.0902, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 63%|██████▎ | 295/469 [00:28<00:16, 10.47it/s, v_num=9, loss/train=0.332, alignment/train=0.0902, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 63%|██████▎ | 295/469 [00:28<00:16, 10.47it/s, v_num=9, loss/train=0.407, alignment/train=0.107, uniformity/train=-3.40, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 63%|██████▎ | 296/469 [00:28<00:16, 10.48it/s, v_num=9, loss/train=0.407, alignment/train=0.107, uniformity/train=-3.40, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 63%|██████▎ | 296/469 [00:28<00:16, 10.48it/s, v_num=9, loss/train=0.381, alignment/train=0.0958, uniformity/train=-3.39, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 63%|██████▎ | 297/469 [00:28<00:16, 10.49it/s, v_num=9, loss/train=0.381, alignment/train=0.0958, uniformity/train=-3.39, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 63%|██████▎ | 297/469 [00:28<00:16, 10.49it/s, v_num=9, loss/train=0.438, alignment/train=0.106, uniformity/train=-3.39, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 64%|██████▎ | 298/469 [00:28<00:16, 10.50it/s, v_num=9, loss/train=0.438, alignment/train=0.106, uniformity/train=-3.39, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 64%|██████▎ | 298/469 [00:28<00:16, 10.50it/s, v_num=9, loss/train=0.402, alignment/train=0.110, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 64%|██████▍ | 299/469 [00:28<00:16, 10.51it/s, v_num=9, loss/train=0.402, alignment/train=0.110, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 64%|██████▍ | 299/469 [00:28<00:16, 10.51it/s, v_num=9, loss/train=0.460, alignment/train=0.115, uniformity/train=-3.39, contrastive_acc/train=0.973, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 64%|██████▍ | 300/469 [00:28<00:16, 10.50it/s, v_num=9, loss/train=0.460, alignment/train=0.115, uniformity/train=-3.39, contrastive_acc/train=0.973, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 64%|██████▍ | 300/469 [00:28<00:16, 10.50it/s, v_num=9, loss/train=0.353, alignment/train=0.0924, uniformity/train=-3.39, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 64%|██████▍ | 301/469 [00:28<00:16, 10.47it/s, v_num=9, loss/train=0.353, alignment/train=0.0924, uniformity/train=-3.39, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 64%|██████▍ | 301/469 [00:28<00:16, 10.47it/s, v_num=9, loss/train=0.442, alignment/train=0.110, uniformity/train=-3.38, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 64%|██████▍ | 302/469 [00:28<00:15, 10.47it/s, v_num=9, loss/train=0.442, alignment/train=0.110, uniformity/train=-3.38, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 64%|██████▍ | 302/469 [00:28<00:15, 10.46it/s, v_num=9, loss/train=0.374, alignment/train=0.116, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 65%|██████▍ | 303/469 [00:28<00:15, 10.48it/s, v_num=9, loss/train=0.374, alignment/train=0.116, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 65%|██████▍ | 303/469 [00:28<00:15, 10.48it/s, v_num=9, loss/train=0.427, alignment/train=0.0948, uniformity/train=-3.37, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 65%|██████▍ | 304/469 [00:29<00:15, 10.48it/s, v_num=9, loss/train=0.427, alignment/train=0.0948, uniformity/train=-3.37, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 65%|██████▍ | 304/469 [00:29<00:15, 10.48it/s, v_num=9, loss/train=0.393, alignment/train=0.0958, uniformity/train=-3.38, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 65%|██████▌ | 305/469 [00:29<00:15, 10.49it/s, v_num=9, loss/train=0.393, alignment/train=0.0958, uniformity/train=-3.38, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 65%|██████▌ | 305/469 [00:29<00:15, 10.49it/s, v_num=9, loss/train=0.380, alignment/train=0.0945, uniformity/train=-3.37, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 65%|██████▌ | 306/469 [00:29<00:15, 10.49it/s, v_num=9, loss/train=0.380, alignment/train=0.0945, uniformity/train=-3.37, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 65%|██████▌ | 306/469 [00:29<00:15, 10.49it/s, v_num=9, loss/train=0.391, alignment/train=0.112, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 65%|██████▌ | 307/469 [00:29<00:15, 10.49it/s, v_num=9, loss/train=0.391, alignment/train=0.112, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 65%|██████▌ | 307/469 [00:29<00:15, 10.49it/s, v_num=9, loss/train=0.386, alignment/train=0.110, uniformity/train=-3.38, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 66%|██████▌ | 308/469 [00:29<00:15, 10.50it/s, v_num=9, loss/train=0.386, alignment/train=0.110, uniformity/train=-3.38, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 66%|██████▌ | 308/469 [00:29<00:15, 10.50it/s, v_num=9, loss/train=0.420, alignment/train=0.110, uniformity/train=-3.41, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 66%|██████▌ | 309/469 [00:29<00:15, 10.51it/s, v_num=9, loss/train=0.420, alignment/train=0.110, uniformity/train=-3.41, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 66%|██████▌ | 309/469 [00:29<00:15, 10.51it/s, v_num=9, loss/train=0.372, alignment/train=0.0972, uniformity/train=-3.40, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 66%|██████▌ | 310/469 [00:29<00:15, 10.48it/s, v_num=9, loss/train=0.372, alignment/train=0.0972, uniformity/train=-3.40, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 66%|██████▌ | 310/469 [00:29<00:15, 10.48it/s, v_num=9, loss/train=0.435, alignment/train=0.110, uniformity/train=-3.35, contrastive_acc/train=0.965, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 66%|██████▋ | 311/469 [00:29<00:15, 10.48it/s, v_num=9, loss/train=0.435, alignment/train=0.110, uniformity/train=-3.35, contrastive_acc/train=0.965, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 66%|██████▋ | 311/469 [00:29<00:15, 10.48it/s, v_num=9, loss/train=0.413, alignment/train=0.104, uniformity/train=-3.38, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 67%|██████▋ | 312/469 [00:29<00:14, 10.50it/s, v_num=9, loss/train=0.413, alignment/train=0.104, uniformity/train=-3.38, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 67%|██████▋ | 312/469 [00:29<00:14, 10.50it/s, v_num=9, loss/train=0.414, alignment/train=0.0962, uniformity/train=-3.42, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 67%|██████▋ | 313/469 [00:29<00:14, 10.51it/s, v_num=9, loss/train=0.414, alignment/train=0.0962, uniformity/train=-3.42, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 67%|██████▋ | 313/469 [00:29<00:14, 10.51it/s, v_num=9, loss/train=0.434, alignment/train=0.101, uniformity/train=-3.36, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 67%|██████▋ | 314/469 [00:29<00:14, 10.51it/s, v_num=9, loss/train=0.434, alignment/train=0.101, uniformity/train=-3.36, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 67%|██████▋ | 314/469 [00:29<00:14, 10.50it/s, v_num=9, loss/train=0.445, alignment/train=0.0997, uniformity/train=-3.36, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 67%|██████▋ | 315/469 [00:30<00:14, 10.50it/s, v_num=9, loss/train=0.445, alignment/train=0.0997, uniformity/train=-3.36, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 67%|██████▋ | 315/469 [00:30<00:14, 10.50it/s, v_num=9, loss/train=0.390, alignment/train=0.118, uniformity/train=-3.43, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 67%|██████▋ | 316/469 [00:30<00:14, 10.51it/s, v_num=9, loss/train=0.390, alignment/train=0.118, uniformity/train=-3.43, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 67%|██████▋ | 316/469 [00:30<00:14, 10.51it/s, v_num=9, loss/train=0.490, alignment/train=0.0976, uniformity/train=-3.30, contrastive_acc/train=0.973, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 68%|██████▊ | 317/469 [00:30<00:14, 10.52it/s, v_num=9, loss/train=0.490, alignment/train=0.0976, uniformity/train=-3.30, contrastive_acc/train=0.973, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 68%|██████▊ | 317/469 [00:30<00:14, 10.52it/s, v_num=9, loss/train=0.367, alignment/train=0.0949, uniformity/train=-3.41, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 68%|██████▊ | 318/469 [00:30<00:14, 10.52it/s, v_num=9, loss/train=0.367, alignment/train=0.0949, uniformity/train=-3.41, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 68%|██████▊ | 318/469 [00:30<00:14, 10.52it/s, v_num=9, loss/train=0.426, alignment/train=0.121, uniformity/train=-3.39, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 68%|██████▊ | 319/469 [00:30<00:14, 10.51it/s, v_num=9, loss/train=0.426, alignment/train=0.121, uniformity/train=-3.39, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 68%|██████▊ | 319/469 [00:30<00:14, 10.51it/s, v_num=9, loss/train=0.413, alignment/train=0.0903, uniformity/train=-3.39, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 68%|██████▊ | 320/469 [00:30<00:14, 10.51it/s, v_num=9, loss/train=0.413, alignment/train=0.0903, uniformity/train=-3.39, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 68%|██████▊ | 320/469 [00:30<00:14, 10.51it/s, v_num=9, loss/train=0.410, alignment/train=0.0948, uniformity/train=-3.37, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 68%|██████▊ | 321/469 [00:30<00:14, 10.52it/s, v_num=9, loss/train=0.410, alignment/train=0.0948, uniformity/train=-3.37, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 68%|██████▊ | 321/469 [00:30<00:14, 10.52it/s, v_num=9, loss/train=0.465, alignment/train=0.106, uniformity/train=-3.33, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 69%|██████▊ | 322/469 [00:30<00:13, 10.53it/s, v_num=9, loss/train=0.465, alignment/train=0.106, uniformity/train=-3.33, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 69%|██████▊ | 322/469 [00:30<00:13, 10.52it/s, v_num=9, loss/train=0.422, alignment/train=0.112, uniformity/train=-3.42, contrastive_acc/train=0.965, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 69%|██████▉ | 323/469 [00:30<00:13, 10.51it/s, v_num=9, loss/train=0.422, alignment/train=0.112, uniformity/train=-3.42, contrastive_acc/train=0.965, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 69%|██████▉ | 323/469 [00:30<00:13, 10.51it/s, v_num=9, loss/train=0.423, alignment/train=0.0922, uniformity/train=-3.39, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 69%|██████▉ | 324/469 [00:30<00:13, 10.51it/s, v_num=9, loss/train=0.423, alignment/train=0.0922, uniformity/train=-3.39, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 69%|██████▉ | 324/469 [00:30<00:13, 10.51it/s, v_num=9, loss/train=0.376, alignment/train=0.0909, uniformity/train=-3.36, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 69%|██████▉ | 325/469 [00:30<00:13, 10.51it/s, v_num=9, loss/train=0.376, alignment/train=0.0909, uniformity/train=-3.36, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 69%|██████▉ | 325/469 [00:30<00:13, 10.51it/s, v_num=9, loss/train=0.434, alignment/train=0.106, uniformity/train=-3.33, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 70%|██████▉ | 326/469 [00:30<00:13, 10.52it/s, v_num=9, loss/train=0.434, alignment/train=0.106, uniformity/train=-3.33, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 70%|██████▉ | 326/469 [00:30<00:13, 10.52it/s, v_num=9, loss/train=0.373, alignment/train=0.0942, uniformity/train=-3.36, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 70%|██████▉ | 327/469 [00:31<00:13, 10.53it/s, v_num=9, loss/train=0.373, alignment/train=0.0942, uniformity/train=-3.36, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 70%|██████▉ | 327/469 [00:31<00:13, 10.53it/s, v_num=9, loss/train=0.364, alignment/train=0.104, uniformity/train=-3.41, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 70%|██████▉ | 328/469 [00:31<00:13, 10.52it/s, v_num=9, loss/train=0.364, alignment/train=0.104, uniformity/train=-3.41, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 70%|██████▉ | 328/469 [00:31<00:13, 10.52it/s, v_num=9, loss/train=0.415, alignment/train=0.0934, uniformity/train=-3.35, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 70%|███████ | 329/469 [00:31<00:13, 10.52it/s, v_num=9, loss/train=0.415, alignment/train=0.0934, uniformity/train=-3.35, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 70%|███████ | 329/469 [00:31<00:13, 10.52it/s, v_num=9, loss/train=0.483, alignment/train=0.107, uniformity/train=-3.32, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 70%|███████ | 330/469 [00:31<00:13, 10.51it/s, v_num=9, loss/train=0.483, alignment/train=0.107, uniformity/train=-3.32, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 70%|███████ | 330/469 [00:31<00:13, 10.51it/s, v_num=9, loss/train=0.436, alignment/train=0.105, uniformity/train=-3.38, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 71%|███████ | 331/469 [00:31<00:13, 10.52it/s, v_num=9, loss/train=0.436, alignment/train=0.105, uniformity/train=-3.38, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 71%|███████ | 331/469 [00:31<00:13, 10.52it/s, v_num=9, loss/train=0.356, alignment/train=0.0988, uniformity/train=-3.42, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 71%|███████ | 332/469 [00:31<00:13, 10.53it/s, v_num=9, loss/train=0.356, alignment/train=0.0988, uniformity/train=-3.42, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 71%|███████ | 332/469 [00:31<00:13, 10.53it/s, v_num=9, loss/train=0.374, alignment/train=0.107, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 71%|███████ | 333/469 [00:31<00:12, 10.53it/s, v_num=9, loss/train=0.374, alignment/train=0.107, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 71%|███████ | 333/469 [00:31<00:12, 10.53it/s, v_num=9, loss/train=0.367, alignment/train=0.0952, uniformity/train=-3.39, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 71%|███████ | 334/469 [00:31<00:12, 10.53it/s, v_num=9, loss/train=0.367, alignment/train=0.0952, uniformity/train=-3.39, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 71%|███████ | 334/469 [00:31<00:12, 10.53it/s, v_num=9, loss/train=0.454, alignment/train=0.105, uniformity/train=-3.38, contrastive_acc/train=0.973, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 71%|███████▏ | 335/469 [00:31<00:12, 10.53it/s, v_num=9, loss/train=0.454, alignment/train=0.105, uniformity/train=-3.38, contrastive_acc/train=0.973, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 71%|███████▏ | 335/469 [00:31<00:12, 10.53it/s, v_num=9, loss/train=0.344, alignment/train=0.097, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 72%|███████▏ | 336/469 [00:31<00:12, 10.54it/s, v_num=9, loss/train=0.344, alignment/train=0.097, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 72%|███████▏ | 336/469 [00:31<00:12, 10.54it/s, v_num=9, loss/train=0.424, alignment/train=0.110, uniformity/train=-3.40, contrastive_acc/train=0.973, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 72%|███████▏ | 337/469 [00:31<00:12, 10.54it/s, v_num=9, loss/train=0.424, alignment/train=0.110, uniformity/train=-3.40, contrastive_acc/train=0.973, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 72%|███████▏ | 337/469 [00:31<00:12, 10.54it/s, v_num=9, loss/train=0.395, alignment/train=0.101, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 72%|███████▏ | 338/469 [00:32<00:12, 10.55it/s, v_num=9, loss/train=0.395, alignment/train=0.101, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 72%|███████▏ | 338/469 [00:32<00:12, 10.55it/s, v_num=9, loss/train=0.362, alignment/train=0.105, uniformity/train=-3.44, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 72%|███████▏ | 339/469 [00:32<00:12, 10.54it/s, v_num=9, loss/train=0.362, alignment/train=0.105, uniformity/train=-3.44, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 72%|███████▏ | 339/469 [00:32<00:12, 10.54it/s, v_num=9, loss/train=0.362, alignment/train=0.0961, uniformity/train=-3.39, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 72%|███████▏ | 340/469 [00:32<00:12, 10.53it/s, v_num=9, loss/train=0.362, alignment/train=0.0961, uniformity/train=-3.39, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 72%|███████▏ | 340/469 [00:32<00:12, 10.53it/s, v_num=9, loss/train=0.442, alignment/train=0.097, uniformity/train=-3.35, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 73%|███████▎ | 341/469 [00:32<00:12, 10.54it/s, v_num=9, loss/train=0.442, alignment/train=0.097, uniformity/train=-3.35, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 73%|███████▎ | 341/469 [00:32<00:12, 10.54it/s, v_num=9, loss/train=0.451, alignment/train=0.0934, uniformity/train=-3.37, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 73%|███████▎ | 342/469 [00:32<00:12, 10.54it/s, v_num=9, loss/train=0.451, alignment/train=0.0934, uniformity/train=-3.37, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 73%|███████▎ | 342/469 [00:32<00:12, 10.54it/s, v_num=9, loss/train=0.384, alignment/train=0.0955, uniformity/train=-3.40, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 73%|███████▎ | 343/469 [00:32<00:11, 10.55it/s, v_num=9, loss/train=0.384, alignment/train=0.0955, uniformity/train=-3.40, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 73%|███████▎ | 343/469 [00:32<00:11, 10.55it/s, v_num=9, loss/train=0.495, alignment/train=0.113, uniformity/train=-3.37, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 73%|███████▎ | 344/469 [00:32<00:11, 10.55it/s, v_num=9, loss/train=0.495, alignment/train=0.113, uniformity/train=-3.37, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 73%|███████▎ | 344/469 [00:32<00:11, 10.55it/s, v_num=9, loss/train=0.362, alignment/train=0.0958, uniformity/train=-3.38, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 74%|███████▎ | 345/469 [00:32<00:11, 10.56it/s, v_num=9, loss/train=0.362, alignment/train=0.0958, uniformity/train=-3.38, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 74%|███████▎ | 345/469 [00:32<00:11, 10.56it/s, v_num=9, loss/train=0.381, alignment/train=0.0854, uniformity/train=-3.37, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 74%|███████▍ | 346/469 [00:32<00:11, 10.54it/s, v_num=9, loss/train=0.381, alignment/train=0.0854, uniformity/train=-3.37, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 74%|███████▍ | 346/469 [00:32<00:11, 10.54it/s, v_num=9, loss/train=0.449, alignment/train=0.126, uniformity/train=-3.35, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 74%|███████▍ | 347/469 [00:32<00:11, 10.54it/s, v_num=9, loss/train=0.449, alignment/train=0.126, uniformity/train=-3.35, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 74%|███████▍ | 347/469 [00:32<00:11, 10.54it/s, v_num=9, loss/train=0.398, alignment/train=0.106, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 74%|███████▍ | 348/469 [00:32<00:11, 10.56it/s, v_num=9, loss/train=0.398, alignment/train=0.106, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 74%|███████▍ | 348/469 [00:32<00:11, 10.56it/s, v_num=9, loss/train=0.396, alignment/train=0.101, uniformity/train=-3.37, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 74%|███████▍ | 349/469 [00:33<00:11, 10.56it/s, v_num=9, loss/train=0.396, alignment/train=0.101, uniformity/train=-3.37, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 74%|███████▍ | 349/469 [00:33<00:11, 10.56it/s, v_num=9, loss/train=0.449, alignment/train=0.100, uniformity/train=-3.33, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 75%|███████▍ | 350/469 [00:33<00:11, 10.57it/s, v_num=9, loss/train=0.449, alignment/train=0.100, uniformity/train=-3.33, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 75%|███████▍ | 350/469 [00:33<00:11, 10.57it/s, v_num=9, loss/train=0.425, alignment/train=0.0981, uniformity/train=-3.40, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 75%|███████▍ | 351/469 [00:33<00:11, 10.57it/s, v_num=9, loss/train=0.425, alignment/train=0.0981, uniformity/train=-3.40, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 75%|███████▍ | 351/469 [00:33<00:11, 10.57it/s, v_num=9, loss/train=0.367, alignment/train=0.112, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 75%|███████▌ | 352/469 [00:33<00:11, 10.56it/s, v_num=9, loss/train=0.367, alignment/train=0.112, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 75%|███████▌ | 352/469 [00:33<00:11, 10.56it/s, v_num=9, loss/train=0.382, alignment/train=0.102, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 75%|███████▌ | 353/469 [00:33<00:10, 10.56it/s, v_num=9, loss/train=0.382, alignment/train=0.102, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 75%|███████▌ | 353/469 [00:33<00:10, 10.56it/s, v_num=9, loss/train=0.334, alignment/train=0.0908, uniformity/train=-3.41, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 75%|███████▌ | 354/469 [00:33<00:10, 10.57it/s, v_num=9, loss/train=0.334, alignment/train=0.0908, uniformity/train=-3.41, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 75%|███████▌ | 354/469 [00:33<00:10, 10.57it/s, v_num=9, loss/train=0.311, alignment/train=0.0861, uniformity/train=-3.42, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 76%|███████▌ | 355/469 [00:33<00:10, 10.59it/s, v_num=9, loss/train=0.311, alignment/train=0.0861, uniformity/train=-3.42, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 76%|███████▌ | 355/469 [00:33<00:10, 10.58it/s, v_num=9, loss/train=0.425, alignment/train=0.0962, uniformity/train=-3.39, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 76%|███████▌ | 356/469 [00:33<00:10, 10.58it/s, v_num=9, loss/train=0.425, alignment/train=0.0962, uniformity/train=-3.39, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 76%|███████▌ | 356/469 [00:33<00:10, 10.58it/s, v_num=9, loss/train=0.392, alignment/train=0.0972, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 76%|███████▌ | 357/469 [00:33<00:10, 10.57it/s, v_num=9, loss/train=0.392, alignment/train=0.0972, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 76%|███████▌ | 357/469 [00:33<00:10, 10.57it/s, v_num=9, loss/train=0.329, alignment/train=0.0963, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 76%|███████▋ | 358/469 [00:33<00:10, 10.56it/s, v_num=9, loss/train=0.329, alignment/train=0.0963, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 76%|███████▋ | 358/469 [00:33<00:10, 10.56it/s, v_num=9, loss/train=0.326, alignment/train=0.0935, uniformity/train=-3.42, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 77%|███████▋ | 359/469 [00:33<00:10, 10.57it/s, v_num=9, loss/train=0.326, alignment/train=0.0935, uniformity/train=-3.42, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 77%|███████▋ | 359/469 [00:33<00:10, 10.57it/s, v_num=9, loss/train=0.374, alignment/train=0.105, uniformity/train=-3.42, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 77%|███████▋ | 360/469 [00:34<00:10, 10.57it/s, v_num=9, loss/train=0.374, alignment/train=0.105, uniformity/train=-3.42, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 77%|███████▋ | 360/469 [00:34<00:10, 10.57it/s, v_num=9, loss/train=0.377, alignment/train=0.116, uniformity/train=-3.42, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 77%|███████▋ | 361/469 [00:34<00:10, 10.57it/s, v_num=9, loss/train=0.377, alignment/train=0.116, uniformity/train=-3.42, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 77%|███████▋ | 361/469 [00:34<00:10, 10.57it/s, v_num=9, loss/train=0.365, alignment/train=0.102, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 77%|███████▋ | 362/469 [00:34<00:10, 10.58it/s, v_num=9, loss/train=0.365, alignment/train=0.102, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 77%|███████▋ | 362/469 [00:34<00:10, 10.58it/s, v_num=9, loss/train=0.392, alignment/train=0.103, uniformity/train=-3.40, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 77%|███████▋ | 363/469 [00:34<00:10, 10.58it/s, v_num=9, loss/train=0.392, alignment/train=0.103, uniformity/train=-3.40, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 77%|███████▋ | 363/469 [00:34<00:10, 10.58it/s, v_num=9, loss/train=0.432, alignment/train=0.106, uniformity/train=-3.39, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 78%|███████▊ | 364/469 [00:34<00:09, 10.58it/s, v_num=9, loss/train=0.432, alignment/train=0.106, uniformity/train=-3.39, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 78%|███████▊ | 364/469 [00:34<00:09, 10.58it/s, v_num=9, loss/train=0.377, alignment/train=0.112, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 78%|███████▊ | 365/469 [00:34<00:09, 10.58it/s, v_num=9, loss/train=0.377, alignment/train=0.112, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 78%|███████▊ | 365/469 [00:34<00:09, 10.58it/s, v_num=9, loss/train=0.434, alignment/train=0.0998, uniformity/train=-3.39, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 78%|███████▊ | 366/469 [00:34<00:09, 10.57it/s, v_num=9, loss/train=0.434, alignment/train=0.0998, uniformity/train=-3.39, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 78%|███████▊ | 366/469 [00:34<00:09, 10.57it/s, v_num=9, loss/train=0.325, alignment/train=0.100, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 78%|███████▊ | 367/469 [00:34<00:09, 10.55it/s, v_num=9, loss/train=0.325, alignment/train=0.100, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 78%|███████▊ | 367/469 [00:34<00:09, 10.55it/s, v_num=9, loss/train=0.405, alignment/train=0.101, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 78%|███████▊ | 368/469 [00:34<00:09, 10.56it/s, v_num=9, loss/train=0.405, alignment/train=0.101, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 78%|███████▊ | 368/469 [00:34<00:09, 10.56it/s, v_num=9, loss/train=0.422, alignment/train=0.103, uniformity/train=-3.41, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 79%|███████▊ | 369/469 [00:34<00:09, 10.57it/s, v_num=9, loss/train=0.422, alignment/train=0.103, uniformity/train=-3.41, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 79%|███████▊ | 369/469 [00:34<00:09, 10.57it/s, v_num=9, loss/train=0.396, alignment/train=0.115, uniformity/train=-3.42, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 79%|███████▉ | 370/469 [00:35<00:09, 10.56it/s, v_num=9, loss/train=0.396, alignment/train=0.115, uniformity/train=-3.42, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 79%|███████▉ | 370/469 [00:35<00:09, 10.56it/s, v_num=9, loss/train=0.385, alignment/train=0.0993, uniformity/train=-3.41, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 79%|███████▉ | 371/469 [00:35<00:09, 10.57it/s, v_num=9, loss/train=0.385, alignment/train=0.0993, uniformity/train=-3.41, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 79%|███████▉ | 371/469 [00:35<00:09, 10.57it/s, v_num=9, loss/train=0.463, alignment/train=0.101, uniformity/train=-3.38, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 79%|███████▉ | 372/469 [00:35<00:09, 10.58it/s, v_num=9, loss/train=0.463, alignment/train=0.101, uniformity/train=-3.38, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 79%|███████▉ | 372/469 [00:35<00:09, 10.58it/s, v_num=9, loss/train=0.346, alignment/train=0.0968, uniformity/train=-3.42, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 80%|███████▉ | 373/469 [00:35<00:09, 10.58it/s, v_num=9, loss/train=0.346, alignment/train=0.0968, uniformity/train=-3.42, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 80%|███████▉ | 373/469 [00:35<00:09, 10.58it/s, v_num=9, loss/train=0.440, alignment/train=0.112, uniformity/train=-3.42, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 80%|███████▉ | 374/469 [00:35<00:08, 10.57it/s, v_num=9, loss/train=0.440, alignment/train=0.112, uniformity/train=-3.42, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 80%|███████▉ | 374/469 [00:35<00:08, 10.57it/s, v_num=9, loss/train=0.350, alignment/train=0.108, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 80%|███████▉ | 375/469 [00:35<00:08, 10.57it/s, v_num=9, loss/train=0.350, alignment/train=0.108, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 80%|███████▉ | 375/469 [00:35<00:08, 10.57it/s, v_num=9, loss/train=0.376, alignment/train=0.0929, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 80%|████████ | 376/469 [00:35<00:08, 10.58it/s, v_num=9, loss/train=0.376, alignment/train=0.0929, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 80%|████████ | 376/469 [00:35<00:08, 10.58it/s, v_num=9, loss/train=0.345, alignment/train=0.0972, uniformity/train=-3.42, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 80%|████████ | 377/469 [00:35<00:08, 10.59it/s, v_num=9, loss/train=0.345, alignment/train=0.0972, uniformity/train=-3.42, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 80%|████████ | 377/469 [00:35<00:08, 10.59it/s, v_num=9, loss/train=0.412, alignment/train=0.101, uniformity/train=-3.42, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 81%|████████ | 378/469 [00:35<00:08, 10.59it/s, v_num=9, loss/train=0.412, alignment/train=0.101, uniformity/train=-3.42, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 81%|████████ | 378/469 [00:35<00:08, 10.59it/s, v_num=9, loss/train=0.316, alignment/train=0.0909, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 81%|████████ | 379/469 [00:35<00:08, 10.58it/s, v_num=9, loss/train=0.316, alignment/train=0.0909, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 81%|████████ | 379/469 [00:35<00:08, 10.58it/s, v_num=9, loss/train=0.308, alignment/train=0.0953, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 81%|████████ | 380/469 [00:35<00:08, 10.57it/s, v_num=9, loss/train=0.308, alignment/train=0.0953, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 81%|████████ | 380/469 [00:35<00:08, 10.57it/s, v_num=9, loss/train=0.359, alignment/train=0.0895, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 81%|████████ | 381/469 [00:36<00:08, 10.58it/s, v_num=9, loss/train=0.359, alignment/train=0.0895, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 81%|████████ | 381/469 [00:36<00:08, 10.58it/s, v_num=9, loss/train=0.399, alignment/train=0.0889, uniformity/train=-3.37, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 81%|████████▏ | 382/469 [00:36<00:08, 10.59it/s, v_num=9, loss/train=0.399, alignment/train=0.0889, uniformity/train=-3.37, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 81%|████████▏ | 382/469 [00:36<00:08, 10.59it/s, v_num=9, loss/train=0.421, alignment/train=0.0994, uniformity/train=-3.41, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 82%|████████▏ | 383/469 [00:36<00:08, 10.58it/s, v_num=9, loss/train=0.421, alignment/train=0.0994, uniformity/train=-3.41, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 82%|████████▏ | 383/469 [00:36<00:08, 10.58it/s, v_num=9, loss/train=0.384, alignment/train=0.0967, uniformity/train=-3.45, contrastive_acc/train=0.969, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 82%|████████▏ | 384/469 [00:36<00:08, 10.58it/s, v_num=9, loss/train=0.384, alignment/train=0.0967, uniformity/train=-3.45, contrastive_acc/train=0.969, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 82%|████████▏ | 384/469 [00:36<00:08, 10.58it/s, v_num=9, loss/train=0.398, alignment/train=0.108, uniformity/train=-3.45, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 82%|████████▏ | 385/469 [00:36<00:07, 10.59it/s, v_num=9, loss/train=0.398, alignment/train=0.108, uniformity/train=-3.45, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 82%|████████▏ | 385/469 [00:36<00:07, 10.59it/s, v_num=9, loss/train=0.370, alignment/train=0.0882, uniformity/train=-3.39, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 82%|████████▏ | 386/469 [00:36<00:07, 10.60it/s, v_num=9, loss/train=0.370, alignment/train=0.0882, uniformity/train=-3.39, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 82%|████████▏ | 386/469 [00:36<00:07, 10.60it/s, v_num=9, loss/train=0.411, alignment/train=0.116, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 83%|████████▎ | 387/469 [00:36<00:07, 10.60it/s, v_num=9, loss/train=0.411, alignment/train=0.116, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 83%|████████▎ | 387/469 [00:36<00:07, 10.60it/s, v_num=9, loss/train=0.399, alignment/train=0.121, uniformity/train=-3.44, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 83%|████████▎ | 388/469 [00:36<00:07, 10.58it/s, v_num=9, loss/train=0.399, alignment/train=0.121, uniformity/train=-3.44, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 83%|████████▎ | 388/469 [00:36<00:07, 10.58it/s, v_num=9, loss/train=0.418, alignment/train=0.0984, uniformity/train=-3.41, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 83%|████████▎ | 389/469 [00:36<00:07, 10.58it/s, v_num=9, loss/train=0.418, alignment/train=0.0984, uniformity/train=-3.41, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 83%|████████▎ | 389/469 [00:36<00:07, 10.58it/s, v_num=9, loss/train=0.434, alignment/train=0.115, uniformity/train=-3.43, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 83%|████████▎ | 390/469 [00:36<00:07, 10.59it/s, v_num=9, loss/train=0.434, alignment/train=0.115, uniformity/train=-3.43, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 83%|████████▎ | 390/469 [00:36<00:07, 10.59it/s, v_num=9, loss/train=0.380, alignment/train=0.0948, uniformity/train=-3.40, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 83%|████████▎ | 391/469 [00:36<00:07, 10.59it/s, v_num=9, loss/train=0.380, alignment/train=0.0948, uniformity/train=-3.40, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 83%|████████▎ | 391/469 [00:36<00:07, 10.59it/s, v_num=9, loss/train=0.363, alignment/train=0.0928, uniformity/train=-3.41, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 84%|████████▎ | 392/469 [00:37<00:07, 10.59it/s, v_num=9, loss/train=0.363, alignment/train=0.0928, uniformity/train=-3.41, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 84%|████████▎ | 392/469 [00:37<00:07, 10.59it/s, v_num=9, loss/train=0.422, alignment/train=0.100, uniformity/train=-3.41, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 84%|████████▍ | 393/469 [00:37<00:07, 10.59it/s, v_num=9, loss/train=0.422, alignment/train=0.100, uniformity/train=-3.41, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 84%|████████▍ | 393/469 [00:37<00:07, 10.59it/s, v_num=9, loss/train=0.423, alignment/train=0.108, uniformity/train=-3.40, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 84%|████████▍ | 394/469 [00:37<00:07, 10.60it/s, v_num=9, loss/train=0.423, alignment/train=0.108, uniformity/train=-3.40, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 84%|████████▍ | 394/469 [00:37<00:07, 10.60it/s, v_num=9, loss/train=0.390, alignment/train=0.104, uniformity/train=-3.38, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 84%|████████▍ | 395/469 [00:37<00:06, 10.61it/s, v_num=9, loss/train=0.390, alignment/train=0.104, uniformity/train=-3.38, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 84%|████████▍ | 395/469 [00:37<00:06, 10.61it/s, v_num=9, loss/train=0.340, alignment/train=0.0921, uniformity/train=-3.41, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 84%|████████▍ | 396/469 [00:37<00:06, 10.61it/s, v_num=9, loss/train=0.340, alignment/train=0.0921, uniformity/train=-3.41, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 84%|████████▍ | 396/469 [00:37<00:06, 10.61it/s, v_num=9, loss/train=0.344, alignment/train=0.100, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 85%|████████▍ | 397/469 [00:37<00:06, 10.58it/s, v_num=9, loss/train=0.344, alignment/train=0.100, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 85%|████████▍ | 397/469 [00:37<00:06, 10.58it/s, v_num=9, loss/train=0.361, alignment/train=0.0935, uniformity/train=-3.40, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 85%|████████▍ | 398/469 [00:37<00:06, 10.59it/s, v_num=9, loss/train=0.361, alignment/train=0.0935, uniformity/train=-3.40, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 85%|████████▍ | 398/469 [00:37<00:06, 10.59it/s, v_num=9, loss/train=0.375, alignment/train=0.0942, uniformity/train=-3.42, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 85%|████████▌ | 399/469 [00:37<00:06, 10.60it/s, v_num=9, loss/train=0.375, alignment/train=0.0942, uniformity/train=-3.42, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 85%|████████▌ | 399/469 [00:37<00:06, 10.60it/s, v_num=9, loss/train=0.448, alignment/train=0.109, uniformity/train=-3.35, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 85%|████████▌ | 400/469 [00:37<00:06, 10.59it/s, v_num=9, loss/train=0.448, alignment/train=0.109, uniformity/train=-3.35, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 85%|████████▌ | 400/469 [00:37<00:06, 10.59it/s, v_num=9, loss/train=0.374, alignment/train=0.0998, uniformity/train=-3.40, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 86%|████████▌ | 401/469 [00:37<00:06, 10.60it/s, v_num=9, loss/train=0.374, alignment/train=0.0998, uniformity/train=-3.40, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 86%|████████▌ | 401/469 [00:37<00:06, 10.60it/s, v_num=9, loss/train=0.390, alignment/train=0.109, uniformity/train=-3.44, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 86%|████████▌ | 402/469 [00:37<00:06, 10.59it/s, v_num=9, loss/train=0.390, alignment/train=0.109, uniformity/train=-3.44, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 86%|████████▌ | 402/469 [00:37<00:06, 10.59it/s, v_num=9, loss/train=0.367, alignment/train=0.093, uniformity/train=-3.37, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 86%|████████▌ | 403/469 [00:38<00:06, 10.60it/s, v_num=9, loss/train=0.367, alignment/train=0.093, uniformity/train=-3.37, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 86%|████████▌ | 403/469 [00:38<00:06, 10.60it/s, v_num=9, loss/train=0.374, alignment/train=0.104, uniformity/train=-3.42, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 86%|████████▌ | 404/469 [00:38<00:06, 10.60it/s, v_num=9, loss/train=0.374, alignment/train=0.104, uniformity/train=-3.42, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 86%|████████▌ | 404/469 [00:38<00:06, 10.60it/s, v_num=9, loss/train=0.356, alignment/train=0.103, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 86%|████████▋ | 405/469 [00:38<00:06, 10.60it/s, v_num=9, loss/train=0.356, alignment/train=0.103, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 86%|████████▋ | 405/469 [00:38<00:06, 10.60it/s, v_num=9, loss/train=0.473, alignment/train=0.101, uniformity/train=-3.33, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 87%|████████▋ | 406/469 [00:38<00:05, 10.61it/s, v_num=9, loss/train=0.473, alignment/train=0.101, uniformity/train=-3.33, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 87%|████████▋ | 406/469 [00:38<00:05, 10.61it/s, v_num=9, loss/train=0.358, alignment/train=0.104, uniformity/train=-3.43, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 87%|████████▋ | 407/469 [00:38<00:05, 10.59it/s, v_num=9, loss/train=0.358, alignment/train=0.104, uniformity/train=-3.43, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 87%|████████▋ | 407/469 [00:38<00:05, 10.59it/s, v_num=9, loss/train=0.384, alignment/train=0.0864, uniformity/train=-3.39, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 87%|████████▋ | 408/469 [00:38<00:05, 10.60it/s, v_num=9, loss/train=0.384, alignment/train=0.0864, uniformity/train=-3.39, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 87%|████████▋ | 408/469 [00:38<00:05, 10.60it/s, v_num=9, loss/train=0.380, alignment/train=0.0941, uniformity/train=-3.38, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 87%|████████▋ | 409/469 [00:38<00:05, 10.61it/s, v_num=9, loss/train=0.380, alignment/train=0.0941, uniformity/train=-3.38, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 87%|████████▋ | 409/469 [00:38<00:05, 10.61it/s, v_num=9, loss/train=0.399, alignment/train=0.0903, uniformity/train=-3.37, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 87%|████████▋ | 410/469 [00:38<00:05, 10.60it/s, v_num=9, loss/train=0.399, alignment/train=0.0903, uniformity/train=-3.37, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 87%|████████▋ | 410/469 [00:38<00:05, 10.60it/s, v_num=9, loss/train=0.408, alignment/train=0.0895, uniformity/train=-3.41, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 88%|████████▊ | 411/469 [00:38<00:05, 10.61it/s, v_num=9, loss/train=0.408, alignment/train=0.0895, uniformity/train=-3.41, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 88%|████████▊ | 411/469 [00:38<00:05, 10.61it/s, v_num=9, loss/train=0.360, alignment/train=0.0819, uniformity/train=-3.40, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 88%|████████▊ | 412/469 [00:38<00:05, 10.61it/s, v_num=9, loss/train=0.360, alignment/train=0.0819, uniformity/train=-3.40, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 88%|████████▊ | 412/469 [00:38<00:05, 10.61it/s, v_num=9, loss/train=0.418, alignment/train=0.0892, uniformity/train=-3.39, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 88%|████████▊ | 413/469 [00:38<00:05, 10.62it/s, v_num=9, loss/train=0.418, alignment/train=0.0892, uniformity/train=-3.39, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 88%|████████▊ | 413/469 [00:38<00:05, 10.62it/s, v_num=9, loss/train=0.352, alignment/train=0.0957, uniformity/train=-3.39, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 88%|████████▊ | 414/469 [00:38<00:05, 10.62it/s, v_num=9, loss/train=0.352, alignment/train=0.0957, uniformity/train=-3.39, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 88%|████████▊ | 414/469 [00:38<00:05, 10.62it/s, v_num=9, loss/train=0.336, alignment/train=0.090, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 88%|████████▊ | 415/469 [00:39<00:05, 10.63it/s, v_num=9, loss/train=0.336, alignment/train=0.090, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 88%|████████▊ | 415/469 [00:39<00:05, 10.63it/s, v_num=9, loss/train=0.329, alignment/train=0.0888, uniformity/train=-3.41, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 89%|████████▊ | 416/469 [00:39<00:04, 10.63it/s, v_num=9, loss/train=0.329, alignment/train=0.0888, uniformity/train=-3.41, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 89%|████████▊ | 416/469 [00:39<00:04, 10.63it/s, v_num=9, loss/train=0.341, alignment/train=0.0921, uniformity/train=-3.40, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 89%|████████▉ | 417/469 [00:39<00:04, 10.62it/s, v_num=9, loss/train=0.341, alignment/train=0.0921, uniformity/train=-3.40, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 89%|████████▉ | 417/469 [00:39<00:04, 10.62it/s, v_num=9, loss/train=0.413, alignment/train=0.100, uniformity/train=-3.40, contrastive_acc/train=0.973, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 89%|████████▉ | 418/469 [00:39<00:04, 10.62it/s, v_num=9, loss/train=0.413, alignment/train=0.100, uniformity/train=-3.40, contrastive_acc/train=0.973, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 89%|████████▉ | 418/469 [00:39<00:04, 10.62it/s, v_num=9, loss/train=0.375, alignment/train=0.0934, uniformity/train=-3.37, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 89%|████████▉ | 419/469 [00:39<00:04, 10.63it/s, v_num=9, loss/train=0.375, alignment/train=0.0934, uniformity/train=-3.37, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 89%|████████▉ | 419/469 [00:39<00:04, 10.63it/s, v_num=9, loss/train=0.315, alignment/train=0.106, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 90%|████████▉ | 420/469 [00:39<00:04, 10.63it/s, v_num=9, loss/train=0.315, alignment/train=0.106, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 90%|████████▉ | 420/469 [00:39<00:04, 10.63it/s, v_num=9, loss/train=0.393, alignment/train=0.112, uniformity/train=-3.39, contrastive_acc/train=0.973, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 90%|████████▉ | 421/469 [00:39<00:04, 10.62it/s, v_num=9, loss/train=0.393, alignment/train=0.112, uniformity/train=-3.39, contrastive_acc/train=0.973, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 90%|████████▉ | 421/469 [00:39<00:04, 10.62it/s, v_num=9, loss/train=0.507, alignment/train=0.130, uniformity/train=-3.35, contrastive_acc/train=0.961, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 90%|████████▉ | 422/469 [00:39<00:04, 10.62it/s, v_num=9, loss/train=0.507, alignment/train=0.130, uniformity/train=-3.35, contrastive_acc/train=0.961, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 90%|████████▉ | 422/469 [00:39<00:04, 10.62it/s, v_num=9, loss/train=0.392, alignment/train=0.110, uniformity/train=-3.39, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 90%|█████████ | 423/469 [00:39<00:04, 10.63it/s, v_num=9, loss/train=0.392, alignment/train=0.110, uniformity/train=-3.39, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 90%|█████████ | 423/469 [00:39<00:04, 10.63it/s, v_num=9, loss/train=0.428, alignment/train=0.111, uniformity/train=-3.39, contrastive_acc/train=0.973, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 90%|█████████ | 424/469 [00:39<00:04, 10.63it/s, v_num=9, loss/train=0.428, alignment/train=0.111, uniformity/train=-3.39, contrastive_acc/train=0.973, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 90%|█████████ | 424/469 [00:39<00:04, 10.63it/s, v_num=9, loss/train=0.363, alignment/train=0.104, uniformity/train=-3.42, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 91%|█████████ | 425/469 [00:39<00:04, 10.63it/s, v_num=9, loss/train=0.363, alignment/train=0.104, uniformity/train=-3.42, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 91%|█████████ | 425/469 [00:39<00:04, 10.63it/s, v_num=9, loss/train=0.366, alignment/train=0.0839, uniformity/train=-3.36, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 91%|█████████ | 426/469 [00:40<00:04, 10.62it/s, v_num=9, loss/train=0.366, alignment/train=0.0839, uniformity/train=-3.36, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 91%|█████████ | 426/469 [00:40<00:04, 10.62it/s, v_num=9, loss/train=0.378, alignment/train=0.0891, uniformity/train=-3.38, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 91%|█████████ | 427/469 [00:40<00:03, 10.63it/s, v_num=9, loss/train=0.378, alignment/train=0.0891, uniformity/train=-3.38, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 91%|█████████ | 427/469 [00:40<00:03, 10.62it/s, v_num=9, loss/train=0.359, alignment/train=0.112, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 91%|█████████▏| 428/469 [00:40<00:03, 10.63it/s, v_num=9, loss/train=0.359, alignment/train=0.112, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 91%|█████████▏| 428/469 [00:40<00:03, 10.63it/s, v_num=9, loss/train=0.396, alignment/train=0.106, uniformity/train=-3.41, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 91%|█████████▏| 429/469 [00:40<00:03, 10.63it/s, v_num=9, loss/train=0.396, alignment/train=0.106, uniformity/train=-3.41, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 91%|█████████▏| 429/469 [00:40<00:03, 10.63it/s, v_num=9, loss/train=0.402, alignment/train=0.105, uniformity/train=-3.34, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 92%|█████████▏| 430/469 [00:40<00:03, 10.63it/s, v_num=9, loss/train=0.402, alignment/train=0.105, uniformity/train=-3.34, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 92%|█████████▏| 430/469 [00:40<00:03, 10.63it/s, v_num=9, loss/train=0.396, alignment/train=0.101, uniformity/train=-3.40, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 92%|█████████▏| 431/469 [00:40<00:03, 10.64it/s, v_num=9, loss/train=0.396, alignment/train=0.101, uniformity/train=-3.40, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 92%|█████████▏| 431/469 [00:40<00:03, 10.64it/s, v_num=9, loss/train=0.376, alignment/train=0.101, uniformity/train=-3.40, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 92%|█████████▏| 432/469 [00:40<00:03, 10.63it/s, v_num=9, loss/train=0.376, alignment/train=0.101, uniformity/train=-3.40, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 92%|█████████▏| 432/469 [00:40<00:03, 10.63it/s, v_num=9, loss/train=0.374, alignment/train=0.0943, uniformity/train=-3.40, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 92%|█████████▏| 433/469 [00:40<00:03, 10.64it/s, v_num=9, loss/train=0.374, alignment/train=0.0943, uniformity/train=-3.40, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 92%|█████████▏| 433/469 [00:40<00:03, 10.64it/s, v_num=9, loss/train=0.419, alignment/train=0.111, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 93%|█████████▎| 434/469 [00:40<00:03, 10.64it/s, v_num=9, loss/train=0.419, alignment/train=0.111, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 93%|█████████▎| 434/469 [00:40<00:03, 10.64it/s, v_num=9, loss/train=0.385, alignment/train=0.093, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 93%|█████████▎| 435/469 [00:40<00:03, 10.64it/s, v_num=9, loss/train=0.385, alignment/train=0.093, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 93%|█████████▎| 435/469 [00:40<00:03, 10.64it/s, v_num=9, loss/train=0.414, alignment/train=0.114, uniformity/train=-3.44, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 93%|█████████▎| 436/469 [00:40<00:03, 10.64it/s, v_num=9, loss/train=0.414, alignment/train=0.114, uniformity/train=-3.44, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 93%|█████████▎| 436/469 [00:40<00:03, 10.64it/s, v_num=9, loss/train=0.352, alignment/train=0.0853, uniformity/train=-3.42, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 93%|█████████▎| 437/469 [00:41<00:03, 10.64it/s, v_num=9, loss/train=0.352, alignment/train=0.0853, uniformity/train=-3.42, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 93%|█████████▎| 437/469 [00:41<00:03, 10.64it/s, v_num=9, loss/train=0.309, alignment/train=0.088, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 93%|█████████▎| 438/469 [00:41<00:02, 10.65it/s, v_num=9, loss/train=0.309, alignment/train=0.088, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 93%|█████████▎| 438/469 [00:41<00:02, 10.65it/s, v_num=9, loss/train=0.362, alignment/train=0.0846, uniformity/train=-3.39, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 94%|█████████▎| 439/469 [00:41<00:02, 10.65it/s, v_num=9, loss/train=0.362, alignment/train=0.0846, uniformity/train=-3.39, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 94%|█████████▎| 439/469 [00:41<00:02, 10.65it/s, v_num=9, loss/train=0.400, alignment/train=0.0985, uniformity/train=-3.36, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 94%|█████████▍| 440/469 [00:41<00:02, 10.64it/s, v_num=9, loss/train=0.400, alignment/train=0.0985, uniformity/train=-3.36, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 94%|█████████▍| 440/469 [00:41<00:02, 10.64it/s, v_num=9, loss/train=0.501, alignment/train=0.113, uniformity/train=-3.36, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 94%|█████████▍| 441/469 [00:41<00:02, 10.65it/s, v_num=9, loss/train=0.501, alignment/train=0.113, uniformity/train=-3.36, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 94%|█████████▍| 441/469 [00:41<00:02, 10.65it/s, v_num=9, loss/train=0.397, alignment/train=0.0879, uniformity/train=-3.39, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 94%|█████████▍| 442/469 [00:41<00:02, 10.65it/s, v_num=9, loss/train=0.397, alignment/train=0.0879, uniformity/train=-3.39, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 94%|█████████▍| 442/469 [00:41<00:02, 10.65it/s, v_num=9, loss/train=0.401, alignment/train=0.0916, uniformity/train=-3.39, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 94%|█████████▍| 443/469 [00:41<00:02, 10.66it/s, v_num=9, loss/train=0.401, alignment/train=0.0916, uniformity/train=-3.39, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 94%|█████████▍| 443/469 [00:41<00:02, 10.66it/s, v_num=9, loss/train=0.429, alignment/train=0.114, uniformity/train=-3.39, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 95%|█████████▍| 444/469 [00:41<00:02, 10.67it/s, v_num=9, loss/train=0.429, alignment/train=0.114, uniformity/train=-3.39, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 95%|█████████▍| 444/469 [00:41<00:02, 10.67it/s, v_num=9, loss/train=0.383, alignment/train=0.0883, uniformity/train=-3.37, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 95%|█████████▍| 445/469 [00:41<00:02, 10.66it/s, v_num=9, loss/train=0.383, alignment/train=0.0883, uniformity/train=-3.37, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 95%|█████████▍| 445/469 [00:41<00:02, 10.66it/s, v_num=9, loss/train=0.366, alignment/train=0.0926, uniformity/train=-3.38, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 95%|█████████▌| 446/469 [00:41<00:02, 10.65it/s, v_num=9, loss/train=0.366, alignment/train=0.0926, uniformity/train=-3.38, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 95%|█████████▌| 446/469 [00:41<00:02, 10.65it/s, v_num=9, loss/train=0.393, alignment/train=0.0917, uniformity/train=-3.40, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 95%|█████████▌| 447/469 [00:41<00:02, 10.66it/s, v_num=9, loss/train=0.393, alignment/train=0.0917, uniformity/train=-3.40, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 95%|█████████▌| 447/469 [00:41<00:02, 10.66it/s, v_num=9, loss/train=0.330, alignment/train=0.0906, uniformity/train=-3.41, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 96%|█████████▌| 448/469 [00:42<00:01, 10.66it/s, v_num=9, loss/train=0.330, alignment/train=0.0906, uniformity/train=-3.41, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 96%|█████████▌| 448/469 [00:42<00:01, 10.66it/s, v_num=9, loss/train=0.383, alignment/train=0.109, uniformity/train=-3.39, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 96%|█████████▌| 449/469 [00:42<00:01, 10.66it/s, v_num=9, loss/train=0.383, alignment/train=0.109, uniformity/train=-3.39, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 96%|█████████▌| 449/469 [00:42<00:01, 10.66it/s, v_num=9, loss/train=0.491, alignment/train=0.109, uniformity/train=-3.32, contrastive_acc/train=0.973, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 96%|█████████▌| 450/469 [00:42<00:01, 10.67it/s, v_num=9, loss/train=0.491, alignment/train=0.109, uniformity/train=-3.32, contrastive_acc/train=0.973, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 96%|█████████▌| 450/469 [00:42<00:01, 10.67it/s, v_num=9, loss/train=0.344, alignment/train=0.0946, uniformity/train=-3.40, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 96%|█████████▌| 451/469 [00:42<00:01, 10.68it/s, v_num=9, loss/train=0.344, alignment/train=0.0946, uniformity/train=-3.40, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 96%|█████████▌| 451/469 [00:42<00:01, 10.68it/s, v_num=9, loss/train=0.361, alignment/train=0.0972, uniformity/train=-3.43, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 96%|█████████▋| 452/469 [00:42<00:01, 10.69it/s, v_num=9, loss/train=0.361, alignment/train=0.0972, uniformity/train=-3.43, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 96%|█████████▋| 452/469 [00:42<00:01, 10.69it/s, v_num=9, loss/train=0.415, alignment/train=0.105, uniformity/train=-3.42, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 97%|█████████▋| 453/469 [00:42<00:01, 10.71it/s, v_num=9, loss/train=0.415, alignment/train=0.105, uniformity/train=-3.42, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 97%|█████████▋| 453/469 [00:42<00:01, 10.71it/s, v_num=9, loss/train=0.404, alignment/train=0.102, uniformity/train=-3.42, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 97%|█████████▋| 454/469 [00:42<00:01, 10.72it/s, v_num=9, loss/train=0.404, alignment/train=0.102, uniformity/train=-3.42, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 97%|█████████▋| 454/469 [00:42<00:01, 10.72it/s, v_num=9, loss/train=0.327, alignment/train=0.105, uniformity/train=-3.45, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 97%|█████████▋| 455/469 [00:42<00:01, 10.74it/s, v_num=9, loss/train=0.327, alignment/train=0.105, uniformity/train=-3.45, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 97%|█████████▋| 455/469 [00:42<00:01, 10.74it/s, v_num=9, loss/train=0.413, alignment/train=0.111, uniformity/train=-3.39, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 97%|█████████▋| 456/469 [00:42<00:01, 10.75it/s, v_num=9, loss/train=0.413, alignment/train=0.111, uniformity/train=-3.39, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 97%|█████████▋| 456/469 [00:42<00:01, 10.75it/s, v_num=9, loss/train=0.418, alignment/train=0.109, uniformity/train=-3.38, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 97%|█████████▋| 457/469 [00:42<00:01, 10.76it/s, v_num=9, loss/train=0.418, alignment/train=0.109, uniformity/train=-3.38, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 97%|█████████▋| 457/469 [00:42<00:01, 10.76it/s, v_num=9, loss/train=0.433, alignment/train=0.107, uniformity/train=-3.40, contrastive_acc/train=0.969, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 98%|█████████▊| 458/469 [00:42<00:01, 10.78it/s, v_num=9, loss/train=0.433, alignment/train=0.107, uniformity/train=-3.40, contrastive_acc/train=0.969, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 98%|█████████▊| 458/469 [00:42<00:01, 10.78it/s, v_num=9, loss/train=0.376, alignment/train=0.0942, uniformity/train=-3.40, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 98%|█████████▊| 459/469 [00:42<00:00, 10.79it/s, v_num=9, loss/train=0.376, alignment/train=0.0942, uniformity/train=-3.40, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 98%|█████████▊| 459/469 [00:42<00:00, 10.79it/s, v_num=9, loss/train=0.403, alignment/train=0.114, uniformity/train=-3.42, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 98%|█████████▊| 460/469 [00:42<00:00, 10.81it/s, v_num=9, loss/train=0.403, alignment/train=0.114, uniformity/train=-3.42, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 98%|█████████▊| 460/469 [00:42<00:00, 10.81it/s, v_num=9, loss/train=0.314, alignment/train=0.0896, uniformity/train=-3.41, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 98%|█████████▊| 461/469 [00:42<00:00, 10.82it/s, v_num=9, loss/train=0.314, alignment/train=0.0896, uniformity/train=-3.41, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 98%|█████████▊| 461/469 [00:42<00:00, 10.82it/s, v_num=9, loss/train=0.422, alignment/train=0.0928, uniformity/train=-3.37, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 99%|█████████▊| 462/469 [00:42<00:00, 10.83it/s, v_num=9, loss/train=0.422, alignment/train=0.0928, uniformity/train=-3.37, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 99%|█████████▊| 462/469 [00:42<00:00, 10.83it/s, v_num=9, loss/train=0.393, alignment/train=0.0981, uniformity/train=-3.39, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 99%|█████████▊| 463/469 [00:42<00:00, 10.85it/s, v_num=9, loss/train=0.393, alignment/train=0.0981, uniformity/train=-3.39, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 99%|█████████▊| 463/469 [00:42<00:00, 10.85it/s, v_num=9, loss/train=0.318, alignment/train=0.0929, uniformity/train=-3.42, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 99%|█████████▉| 464/469 [00:42<00:00, 10.86it/s, v_num=9, loss/train=0.318, alignment/train=0.0929, uniformity/train=-3.42, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 99%|█████████▉| 464/469 [00:42<00:00, 10.86it/s, v_num=9, loss/train=0.431, alignment/train=0.104, uniformity/train=-3.38, contrastive_acc/train=0.973, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 99%|█████████▉| 465/469 [00:42<00:00, 10.88it/s, v_num=9, loss/train=0.431, alignment/train=0.104, uniformity/train=-3.38, contrastive_acc/train=0.973, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 99%|█████████▉| 465/469 [00:42<00:00, 10.88it/s, v_num=9, loss/train=0.422, alignment/train=0.103, uniformity/train=-3.40, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 99%|█████████▉| 466/469 [00:42<00:00, 10.89it/s, v_num=9, loss/train=0.422, alignment/train=0.103, uniformity/train=-3.40, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 99%|█████████▉| 466/469 [00:42<00:00, 10.89it/s, v_num=9, loss/train=0.354, alignment/train=0.074, uniformity/train=-3.38, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 100%|█████████▉| 467/469 [00:42<00:00, 10.90it/s, v_num=9, loss/train=0.354, alignment/train=0.074, uniformity/train=-3.38, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 100%|█████████▉| 467/469 [00:42<00:00, 10.90it/s, v_num=9, loss/train=0.340, alignment/train=0.0874, uniformity/train=-3.41, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 100%|█████████▉| 468/469 [00:42<00:00, 10.92it/s, v_num=9, loss/train=0.340, alignment/train=0.0874, uniformity/train=-3.41, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 100%|█████████▉| 468/469 [00:42<00:00, 10.92it/s, v_num=9, loss/train=0.380, alignment/train=0.100, uniformity/train=-3.41, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 100%|██████████| 469/469 [00:42<00:00, 10.93it/s, v_num=9, loss/train=0.380, alignment/train=0.100, uniformity/train=-3.41, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 100%|██████████| 469/469 [00:42<00:00, 10.93it/s, v_num=9, loss/train=0.323, alignment/train=0.110, uniformity/train=-3.33, contrastive_acc/train=0.990, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
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Validation DataLoader 0: 63%|██████▎ | 50/79 [00:04<00:02, 11.14it/s]
Validation DataLoader 0: 65%|██████▍ | 51/79 [00:04<00:02, 11.32it/s]
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Validation DataLoader 0: 68%|██████▊ | 54/79 [00:04<00:02, 11.41it/s]
Validation DataLoader 0: 70%|██████▉ | 55/79 [00:04<00:02, 11.53it/s]
Validation DataLoader 0: 71%|███████ | 56/79 [00:04<00:01, 11.67it/s]
Validation DataLoader 0: 72%|███████▏ | 57/79 [00:04<00:01, 11.79it/s]
Validation DataLoader 0: 73%|███████▎ | 58/79 [00:05<00:01, 11.34it/s]
Validation DataLoader 0: 75%|███████▍ | 59/79 [00:05<00:01, 11.46it/s]
Validation DataLoader 0: 76%|███████▌ | 60/79 [00:05<00:01, 11.59it/s]
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Validation DataLoader 0: 80%|███████▉ | 63/79 [00:05<00:01, 12.07it/s]
Validation DataLoader 0: 81%|████████ | 64/79 [00:05<00:01, 12.23it/s]
Validation DataLoader 0: 82%|████████▏ | 65/79 [00:05<00:01, 12.40it/s]
Validation DataLoader 0: 84%|████████▎ | 66/79 [00:05<00:01, 12.56it/s]
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Validation DataLoader 0: 86%|████████▌ | 68/79 [00:05<00:00, 12.89it/s]
Validation DataLoader 0: 87%|████████▋ | 69/79 [00:05<00:00, 13.05it/s]
Validation DataLoader 0: 89%|████████▊ | 70/79 [00:05<00:00, 13.19it/s]
Validation DataLoader 0: 90%|████████▉ | 71/79 [00:05<00:00, 13.34it/s]
Validation DataLoader 0: 91%|█████████ | 72/79 [00:05<00:00, 13.50it/s]
Validation DataLoader 0: 92%|█████████▏| 73/79 [00:05<00:00, 13.66it/s]
Validation DataLoader 0: 94%|█████████▎| 74/79 [00:05<00:00, 13.82it/s]
Validation DataLoader 0: 95%|█████████▍| 75/79 [00:05<00:00, 13.96it/s]
Validation DataLoader 0: 96%|█████████▌| 76/79 [00:05<00:00, 14.11it/s]
Validation DataLoader 0: 97%|█████████▋| 77/79 [00:05<00:00, 14.27it/s]
Validation DataLoader 0: 99%|█████████▊| 78/79 [00:05<00:00, 14.43it/s]
Validation DataLoader 0: 100%|██████████| 79/79 [00:05<00:00, 14.60it/s]
Epoch 3: 100%|██████████| 469/469 [00:50<00:00, 9.33it/s, v_num=9, loss/train=0.323, alignment/train=0.110, uniformity/train=-3.33, contrastive_acc/train=0.990, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 3: 100%|██████████| 469/469 [00:50<00:00, 9.33it/s, v_num=9, loss/train=0.323, alignment/train=0.110, uniformity/train=-3.33, contrastive_acc/train=0.990, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 3: 0%| | 0/469 [00:00<?, ?it/s, v_num=9, loss/train=0.323, alignment/train=0.110, uniformity/train=-3.33, contrastive_acc/train=0.990, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 0%| | 0/469 [00:00<?, ?it/s, v_num=9, loss/train=0.323, alignment/train=0.110, uniformity/train=-3.33, contrastive_acc/train=0.990, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 0%| | 1/469 [00:01<12:40, 0.62it/s, v_num=9, loss/train=0.323, alignment/train=0.110, uniformity/train=-3.33, contrastive_acc/train=0.990, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 0%| | 1/469 [00:01<12:41, 0.61it/s, v_num=9, loss/train=0.383, alignment/train=0.0995, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 0%| | 2/469 [00:01<06:53, 1.13it/s, v_num=9, loss/train=0.383, alignment/train=0.0995, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 0%| | 2/469 [00:01<06:53, 1.13it/s, v_num=9, loss/train=0.382, alignment/train=0.0969, uniformity/train=-3.39, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 1%| | 3/469 [00:01<04:45, 1.63it/s, v_num=9, loss/train=0.382, alignment/train=0.0969, uniformity/train=-3.39, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 1%| | 3/469 [00:01<04:45, 1.63it/s, v_num=9, loss/train=0.349, alignment/train=0.0894, uniformity/train=-3.41, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 1%| | 4/469 [00:01<03:50, 2.02it/s, v_num=9, loss/train=0.349, alignment/train=0.0894, uniformity/train=-3.41, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 1%| | 4/469 [00:01<03:50, 2.02it/s, v_num=9, loss/train=0.374, alignment/train=0.103, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 1%| | 5/469 [00:02<03:09, 2.45it/s, v_num=9, loss/train=0.374, alignment/train=0.103, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 1%| | 5/469 [00:02<03:09, 2.45it/s, v_num=9, loss/train=0.391, alignment/train=0.0928, uniformity/train=-3.42, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 1%|▏ | 6/469 [00:02<02:41, 2.86it/s, v_num=9, loss/train=0.391, alignment/train=0.0928, uniformity/train=-3.42, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 1%|▏ | 6/469 [00:02<02:41, 2.86it/s, v_num=9, loss/train=0.381, alignment/train=0.0987, uniformity/train=-3.41, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 1%|▏ | 7/469 [00:02<02:24, 3.19it/s, v_num=9, loss/train=0.381, alignment/train=0.0987, uniformity/train=-3.41, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 1%|▏ | 7/469 [00:02<02:25, 3.19it/s, v_num=9, loss/train=0.381, alignment/train=0.112, uniformity/train=-3.43, contrastive_acc/train=0.980, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 2%|▏ | 8/469 [00:02<02:10, 3.53it/s, v_num=9, loss/train=0.381, alignment/train=0.112, uniformity/train=-3.43, contrastive_acc/train=0.980, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 2%|▏ | 8/469 [00:02<02:10, 3.53it/s, v_num=9, loss/train=0.366, alignment/train=0.0991, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 2%|▏ | 9/469 [00:02<02:02, 3.77it/s, v_num=9, loss/train=0.366, alignment/train=0.0991, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 2%|▏ | 9/469 [00:02<02:02, 3.77it/s, v_num=9, loss/train=0.393, alignment/train=0.0964, uniformity/train=-3.40, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 2%|▏ | 10/469 [00:02<01:55, 3.98it/s, v_num=9, loss/train=0.393, alignment/train=0.0964, uniformity/train=-3.40, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 2%|▏ | 10/469 [00:02<01:55, 3.98it/s, v_num=9, loss/train=0.365, alignment/train=0.0915, uniformity/train=-3.39, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 2%|▏ | 11/469 [00:02<01:47, 4.28it/s, v_num=9, loss/train=0.365, alignment/train=0.0915, uniformity/train=-3.39, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 2%|▏ | 11/469 [00:02<01:47, 4.28it/s, v_num=9, loss/train=0.420, alignment/train=0.107, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 3%|▎ | 12/469 [00:02<01:40, 4.56it/s, v_num=9, loss/train=0.420, alignment/train=0.107, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 3%|▎ | 12/469 [00:02<01:40, 4.56it/s, v_num=9, loss/train=0.377, alignment/train=0.0918, uniformity/train=-3.40, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 3%|▎ | 13/469 [00:02<01:36, 4.74it/s, v_num=9, loss/train=0.377, alignment/train=0.0918, uniformity/train=-3.40, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 3%|▎ | 13/469 [00:02<01:36, 4.74it/s, v_num=9, loss/train=0.370, alignment/train=0.0856, uniformity/train=-3.37, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 3%|▎ | 14/469 [00:02<01:32, 4.93it/s, v_num=9, loss/train=0.370, alignment/train=0.0856, uniformity/train=-3.37, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 3%|▎ | 14/469 [00:02<01:32, 4.93it/s, v_num=9, loss/train=0.358, alignment/train=0.0939, uniformity/train=-3.41, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 3%|▎ | 15/469 [00:02<01:27, 5.18it/s, v_num=9, loss/train=0.358, alignment/train=0.0939, uniformity/train=-3.41, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 3%|▎ | 15/469 [00:02<01:27, 5.18it/s, v_num=9, loss/train=0.361, alignment/train=0.0974, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 3%|▎ | 16/469 [00:03<01:26, 5.24it/s, v_num=9, loss/train=0.361, alignment/train=0.0974, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 3%|▎ | 16/469 [00:03<01:26, 5.23it/s, v_num=9, loss/train=0.372, alignment/train=0.095, uniformity/train=-3.38, contrastive_acc/train=0.980, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 4%|▎ | 17/469 [00:03<01:23, 5.44it/s, v_num=9, loss/train=0.372, alignment/train=0.095, uniformity/train=-3.38, contrastive_acc/train=0.980, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 4%|▎ | 17/469 [00:03<01:23, 5.44it/s, v_num=9, loss/train=0.318, alignment/train=0.0974, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 4%|▍ | 18/469 [00:03<01:19, 5.65it/s, v_num=9, loss/train=0.318, alignment/train=0.0974, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 4%|▍ | 18/469 [00:03<01:19, 5.65it/s, v_num=9, loss/train=0.342, alignment/train=0.089, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 4%|▍ | 19/469 [00:03<01:17, 5.78it/s, v_num=9, loss/train=0.342, alignment/train=0.089, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 4%|▍ | 19/469 [00:03<01:17, 5.78it/s, v_num=9, loss/train=0.351, alignment/train=0.111, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 4%|▍ | 20/469 [00:03<01:15, 5.91it/s, v_num=9, loss/train=0.351, alignment/train=0.111, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 4%|▍ | 20/469 [00:03<01:15, 5.91it/s, v_num=9, loss/train=0.380, alignment/train=0.102, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 4%|▍ | 21/469 [00:03<01:13, 6.07it/s, v_num=9, loss/train=0.380, alignment/train=0.102, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 4%|▍ | 21/469 [00:03<01:13, 6.07it/s, v_num=9, loss/train=0.331, alignment/train=0.0926, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 5%|▍ | 22/469 [00:03<01:11, 6.24it/s, v_num=9, loss/train=0.331, alignment/train=0.0926, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 5%|▍ | 22/469 [00:03<01:11, 6.23it/s, v_num=9, loss/train=0.373, alignment/train=0.0898, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 5%|▍ | 23/469 [00:03<01:09, 6.41it/s, v_num=9, loss/train=0.373, alignment/train=0.0898, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 5%|▍ | 23/469 [00:03<01:09, 6.41it/s, v_num=9, loss/train=0.317, alignment/train=0.0915, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 5%|▌ | 24/469 [00:03<01:08, 6.54it/s, v_num=9, loss/train=0.317, alignment/train=0.0915, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 5%|▌ | 24/469 [00:03<01:08, 6.54it/s, v_num=9, loss/train=0.370, alignment/train=0.0985, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 5%|▌ | 25/469 [00:03<01:07, 6.58it/s, v_num=9, loss/train=0.370, alignment/train=0.0985, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 5%|▌ | 25/469 [00:03<01:07, 6.58it/s, v_num=9, loss/train=0.371, alignment/train=0.102, uniformity/train=-3.42, contrastive_acc/train=0.977, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 6%|▌ | 26/469 [00:03<01:06, 6.66it/s, v_num=9, loss/train=0.371, alignment/train=0.102, uniformity/train=-3.42, contrastive_acc/train=0.977, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 6%|▌ | 26/469 [00:03<01:06, 6.66it/s, v_num=9, loss/train=0.401, alignment/train=0.0923, uniformity/train=-3.39, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 6%|▌ | 27/469 [00:03<01:04, 6.81it/s, v_num=9, loss/train=0.401, alignment/train=0.0923, uniformity/train=-3.39, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 6%|▌ | 27/469 [00:03<01:04, 6.81it/s, v_num=9, loss/train=0.350, alignment/train=0.0985, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 6%|▌ | 28/469 [00:04<01:04, 6.88it/s, v_num=9, loss/train=0.350, alignment/train=0.0985, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 6%|▌ | 28/469 [00:04<01:04, 6.88it/s, v_num=9, loss/train=0.383, alignment/train=0.0974, uniformity/train=-3.42, contrastive_acc/train=0.973, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 6%|▌ | 29/469 [00:04<01:03, 6.97it/s, v_num=9, loss/train=0.383, alignment/train=0.0974, uniformity/train=-3.42, contrastive_acc/train=0.973, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 6%|▌ | 29/469 [00:04<01:03, 6.96it/s, v_num=9, loss/train=0.343, alignment/train=0.0998, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 6%|▋ | 30/469 [00:04<01:02, 7.02it/s, v_num=9, loss/train=0.343, alignment/train=0.0998, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 6%|▋ | 30/469 [00:04<01:02, 7.02it/s, v_num=9, loss/train=0.361, alignment/train=0.0864, uniformity/train=-3.37, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 7%|▋ | 31/469 [00:04<01:01, 7.11it/s, v_num=9, loss/train=0.361, alignment/train=0.0864, uniformity/train=-3.37, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 7%|▋ | 31/469 [00:04<01:01, 7.11it/s, v_num=9, loss/train=0.403, alignment/train=0.104, uniformity/train=-3.41, contrastive_acc/train=0.980, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 7%|▋ | 32/469 [00:04<01:00, 7.24it/s, v_num=9, loss/train=0.403, alignment/train=0.104, uniformity/train=-3.41, contrastive_acc/train=0.980, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 7%|▋ | 32/469 [00:04<01:00, 7.23it/s, v_num=9, loss/train=0.433, alignment/train=0.0876, uniformity/train=-3.38, contrastive_acc/train=0.965, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 7%|▋ | 33/469 [00:04<01:00, 7.26it/s, v_num=9, loss/train=0.433, alignment/train=0.0876, uniformity/train=-3.38, contrastive_acc/train=0.965, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 7%|▋ | 33/469 [00:04<01:00, 7.26it/s, v_num=9, loss/train=0.321, alignment/train=0.0952, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 7%|▋ | 34/469 [00:04<00:59, 7.35it/s, v_num=9, loss/train=0.321, alignment/train=0.0952, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 7%|▋ | 34/469 [00:04<00:59, 7.35it/s, v_num=9, loss/train=0.387, alignment/train=0.105, uniformity/train=-3.42, contrastive_acc/train=0.977, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 7%|▋ | 35/469 [00:04<00:58, 7.44it/s, v_num=9, loss/train=0.387, alignment/train=0.105, uniformity/train=-3.42, contrastive_acc/train=0.977, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 7%|▋ | 35/469 [00:04<00:58, 7.44it/s, v_num=9, loss/train=0.395, alignment/train=0.113, uniformity/train=-3.43, contrastive_acc/train=0.969, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 8%|▊ | 36/469 [00:04<00:57, 7.56it/s, v_num=9, loss/train=0.395, alignment/train=0.113, uniformity/train=-3.43, contrastive_acc/train=0.969, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 8%|▊ | 36/469 [00:04<00:57, 7.56it/s, v_num=9, loss/train=0.351, alignment/train=0.091, uniformity/train=-3.42, contrastive_acc/train=0.980, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 8%|▊ | 37/469 [00:04<00:56, 7.60it/s, v_num=9, loss/train=0.351, alignment/train=0.091, uniformity/train=-3.42, contrastive_acc/train=0.980, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 8%|▊ | 37/469 [00:04<00:56, 7.60it/s, v_num=9, loss/train=0.428, alignment/train=0.128, uniformity/train=-3.41, contrastive_acc/train=0.973, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 8%|▊ | 38/469 [00:04<00:56, 7.63it/s, v_num=9, loss/train=0.428, alignment/train=0.128, uniformity/train=-3.41, contrastive_acc/train=0.973, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 8%|▊ | 38/469 [00:04<00:56, 7.63it/s, v_num=9, loss/train=0.405, alignment/train=0.103, uniformity/train=-3.38, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 8%|▊ | 39/469 [00:05<00:55, 7.74it/s, v_num=9, loss/train=0.405, alignment/train=0.103, uniformity/train=-3.38, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 8%|▊ | 39/469 [00:05<00:55, 7.74it/s, v_num=9, loss/train=0.373, alignment/train=0.105, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 9%|▊ | 40/469 [00:05<00:54, 7.85it/s, v_num=9, loss/train=0.373, alignment/train=0.105, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 9%|▊ | 40/469 [00:05<00:54, 7.85it/s, v_num=9, loss/train=0.338, alignment/train=0.0862, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 9%|▊ | 41/469 [00:05<00:55, 7.78it/s, v_num=9, loss/train=0.338, alignment/train=0.0862, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 9%|▊ | 41/469 [00:05<00:55, 7.78it/s, v_num=9, loss/train=0.349, alignment/train=0.0853, uniformity/train=-3.41, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 9%|▉ | 42/469 [00:05<00:54, 7.86it/s, v_num=9, loss/train=0.349, alignment/train=0.0853, uniformity/train=-3.41, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 9%|▉ | 42/469 [00:05<00:54, 7.86it/s, v_num=9, loss/train=0.365, alignment/train=0.0982, uniformity/train=-3.40, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 9%|▉ | 43/469 [00:05<00:53, 7.96it/s, v_num=9, loss/train=0.365, alignment/train=0.0982, uniformity/train=-3.40, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 9%|▉ | 43/469 [00:05<00:53, 7.96it/s, v_num=9, loss/train=0.348, alignment/train=0.105, uniformity/train=-3.42, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 9%|▉ | 44/469 [00:05<00:53, 7.98it/s, v_num=9, loss/train=0.348, alignment/train=0.105, uniformity/train=-3.42, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 9%|▉ | 44/469 [00:05<00:53, 7.98it/s, v_num=9, loss/train=0.371, alignment/train=0.093, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 10%|▉ | 45/469 [00:05<00:53, 7.97it/s, v_num=9, loss/train=0.371, alignment/train=0.093, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 10%|▉ | 45/469 [00:05<00:53, 7.97it/s, v_num=9, loss/train=0.317, alignment/train=0.0926, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 10%|▉ | 46/469 [00:05<00:52, 8.06it/s, v_num=9, loss/train=0.317, alignment/train=0.0926, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 10%|▉ | 46/469 [00:05<00:52, 8.06it/s, v_num=9, loss/train=0.389, alignment/train=0.108, uniformity/train=-3.41, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 10%|█ | 47/469 [00:05<00:52, 8.10it/s, v_num=9, loss/train=0.389, alignment/train=0.108, uniformity/train=-3.41, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 10%|█ | 47/469 [00:05<00:52, 8.10it/s, v_num=9, loss/train=0.385, alignment/train=0.101, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 10%|█ | 48/469 [00:05<00:51, 8.14it/s, v_num=9, loss/train=0.385, alignment/train=0.101, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 10%|█ | 48/469 [00:05<00:51, 8.14it/s, v_num=9, loss/train=0.395, alignment/train=0.0987, uniformity/train=-3.42, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 10%|█ | 49/469 [00:05<00:51, 8.19it/s, v_num=9, loss/train=0.395, alignment/train=0.0987, uniformity/train=-3.42, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 10%|█ | 49/469 [00:05<00:51, 8.19it/s, v_num=9, loss/train=0.351, alignment/train=0.104, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 11%|█ | 50/469 [00:06<00:50, 8.26it/s, v_num=9, loss/train=0.351, alignment/train=0.104, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 11%|█ | 50/469 [00:06<00:50, 8.26it/s, v_num=9, loss/train=0.383, alignment/train=0.0938, uniformity/train=-3.37, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 11%|█ | 51/469 [00:06<00:50, 8.35it/s, v_num=9, loss/train=0.383, alignment/train=0.0938, uniformity/train=-3.37, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 11%|█ | 51/469 [00:06<00:50, 8.35it/s, v_num=9, loss/train=0.329, alignment/train=0.0946, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 11%|█ | 52/469 [00:06<00:49, 8.36it/s, v_num=9, loss/train=0.329, alignment/train=0.0946, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 11%|█ | 52/469 [00:06<00:49, 8.36it/s, v_num=9, loss/train=0.339, alignment/train=0.0978, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 11%|█▏ | 53/469 [00:06<00:49, 8.41it/s, v_num=9, loss/train=0.339, alignment/train=0.0978, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 11%|█▏ | 53/469 [00:06<00:49, 8.41it/s, v_num=9, loss/train=0.334, alignment/train=0.114, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 12%|█▏ | 54/469 [00:06<00:49, 8.37it/s, v_num=9, loss/train=0.334, alignment/train=0.114, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 12%|█▏ | 54/469 [00:06<00:49, 8.37it/s, v_num=9, loss/train=0.364, alignment/train=0.100, uniformity/train=-3.40, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 12%|█▏ | 55/469 [00:06<00:49, 8.43it/s, v_num=9, loss/train=0.364, alignment/train=0.100, uniformity/train=-3.40, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 12%|█▏ | 55/469 [00:06<00:49, 8.43it/s, v_num=9, loss/train=0.386, alignment/train=0.100, uniformity/train=-3.42, contrastive_acc/train=0.973, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 12%|█▏ | 56/469 [00:06<00:48, 8.48it/s, v_num=9, loss/train=0.386, alignment/train=0.100, uniformity/train=-3.42, contrastive_acc/train=0.973, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 12%|█▏ | 56/469 [00:06<00:48, 8.48it/s, v_num=9, loss/train=0.347, alignment/train=0.0914, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 12%|█▏ | 57/469 [00:06<00:48, 8.51it/s, v_num=9, loss/train=0.347, alignment/train=0.0914, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 12%|█▏ | 57/469 [00:06<00:48, 8.51it/s, v_num=9, loss/train=0.334, alignment/train=0.0933, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 12%|█▏ | 58/469 [00:06<00:47, 8.58it/s, v_num=9, loss/train=0.334, alignment/train=0.0933, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 12%|█▏ | 58/469 [00:06<00:47, 8.58it/s, v_num=9, loss/train=0.385, alignment/train=0.0973, uniformity/train=-3.42, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 13%|█▎ | 59/469 [00:06<00:47, 8.65it/s, v_num=9, loss/train=0.385, alignment/train=0.0973, uniformity/train=-3.42, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 13%|█▎ | 59/469 [00:06<00:47, 8.65it/s, v_num=9, loss/train=0.358, alignment/train=0.104, uniformity/train=-3.42, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 13%|█▎ | 60/469 [00:06<00:47, 8.67it/s, v_num=9, loss/train=0.358, alignment/train=0.104, uniformity/train=-3.42, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 13%|█▎ | 60/469 [00:06<00:47, 8.66it/s, v_num=9, loss/train=0.355, alignment/train=0.102, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 13%|█▎ | 61/469 [00:07<00:47, 8.62it/s, v_num=9, loss/train=0.355, alignment/train=0.102, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 13%|█▎ | 61/469 [00:07<00:47, 8.62it/s, v_num=9, loss/train=0.327, alignment/train=0.0857, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 13%|█▎ | 62/469 [00:07<00:46, 8.69it/s, v_num=9, loss/train=0.327, alignment/train=0.0857, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 13%|█▎ | 62/469 [00:07<00:46, 8.68it/s, v_num=9, loss/train=0.313, alignment/train=0.0922, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 13%|█▎ | 63/469 [00:07<00:46, 8.70it/s, v_num=9, loss/train=0.313, alignment/train=0.0922, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 13%|█▎ | 63/469 [00:07<00:46, 8.70it/s, v_num=9, loss/train=0.455, alignment/train=0.100, uniformity/train=-3.42, contrastive_acc/train=0.977, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 14%|█▎ | 64/469 [00:07<00:46, 8.71it/s, v_num=9, loss/train=0.455, alignment/train=0.100, uniformity/train=-3.42, contrastive_acc/train=0.977, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 14%|█▎ | 64/469 [00:07<00:46, 8.71it/s, v_num=9, loss/train=0.371, alignment/train=0.104, uniformity/train=-3.43, contrastive_acc/train=0.969, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 14%|█▍ | 65/469 [00:07<00:46, 8.75it/s, v_num=9, loss/train=0.371, alignment/train=0.104, uniformity/train=-3.43, contrastive_acc/train=0.969, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 14%|█▍ | 65/469 [00:07<00:46, 8.74it/s, v_num=9, loss/train=0.430, alignment/train=0.107, uniformity/train=-3.43, contrastive_acc/train=0.977, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 14%|█▍ | 66/469 [00:07<00:45, 8.81it/s, v_num=9, loss/train=0.430, alignment/train=0.107, uniformity/train=-3.43, contrastive_acc/train=0.977, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 14%|█▍ | 66/469 [00:07<00:45, 8.81it/s, v_num=9, loss/train=0.327, alignment/train=0.102, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 14%|█▍ | 67/469 [00:07<00:45, 8.87it/s, v_num=9, loss/train=0.327, alignment/train=0.102, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 14%|█▍ | 67/469 [00:07<00:45, 8.87it/s, v_num=9, loss/train=0.358, alignment/train=0.0947, uniformity/train=-3.42, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 14%|█▍ | 68/469 [00:07<00:44, 8.93it/s, v_num=9, loss/train=0.358, alignment/train=0.0947, uniformity/train=-3.42, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 14%|█▍ | 68/469 [00:07<00:44, 8.93it/s, v_num=9, loss/train=0.376, alignment/train=0.103, uniformity/train=-3.39, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 15%|█▍ | 69/469 [00:07<00:44, 8.95it/s, v_num=9, loss/train=0.376, alignment/train=0.103, uniformity/train=-3.39, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 15%|█▍ | 69/469 [00:07<00:44, 8.95it/s, v_num=9, loss/train=0.399, alignment/train=0.111, uniformity/train=-3.41, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 15%|█▍ | 70/469 [00:07<00:44, 8.95it/s, v_num=9, loss/train=0.399, alignment/train=0.111, uniformity/train=-3.41, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 15%|█▍ | 70/469 [00:07<00:44, 8.95it/s, v_num=9, loss/train=0.344, alignment/train=0.0974, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 15%|█▌ | 71/469 [00:07<00:44, 8.92it/s, v_num=9, loss/train=0.344, alignment/train=0.0974, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 15%|█▌ | 71/469 [00:07<00:44, 8.92it/s, v_num=9, loss/train=0.348, alignment/train=0.106, uniformity/train=-3.44, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 15%|█▌ | 72/469 [00:08<00:44, 8.98it/s, v_num=9, loss/train=0.348, alignment/train=0.106, uniformity/train=-3.44, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 15%|█▌ | 72/469 [00:08<00:44, 8.97it/s, v_num=9, loss/train=0.362, alignment/train=0.0732, uniformity/train=-3.39, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 16%|█▌ | 73/469 [00:08<00:43, 9.02it/s, v_num=9, loss/train=0.362, alignment/train=0.0732, uniformity/train=-3.39, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 16%|█▌ | 73/469 [00:08<00:43, 9.02it/s, v_num=9, loss/train=0.380, alignment/train=0.0956, uniformity/train=-3.38, contrastive_acc/train=0.980, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 16%|█▌ | 74/469 [00:08<00:44, 8.93it/s, v_num=9, loss/train=0.380, alignment/train=0.0956, uniformity/train=-3.38, contrastive_acc/train=0.980, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 16%|█▌ | 74/469 [00:08<00:44, 8.93it/s, v_num=9, loss/train=0.336, alignment/train=0.0978, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 16%|█▌ | 75/469 [00:08<00:43, 8.98it/s, v_num=9, loss/train=0.336, alignment/train=0.0978, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 16%|█▌ | 75/469 [00:08<00:43, 8.98it/s, v_num=9, loss/train=0.410, alignment/train=0.113, uniformity/train=-3.45, contrastive_acc/train=0.969, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 16%|█▌ | 76/469 [00:08<00:43, 9.03it/s, v_num=9, loss/train=0.410, alignment/train=0.113, uniformity/train=-3.45, contrastive_acc/train=0.969, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 16%|█▌ | 76/469 [00:08<00:43, 9.03it/s, v_num=9, loss/train=0.360, alignment/train=0.105, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 16%|█▋ | 77/469 [00:08<00:43, 9.03it/s, v_num=9, loss/train=0.360, alignment/train=0.105, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 16%|█▋ | 77/469 [00:08<00:43, 9.03it/s, v_num=9, loss/train=0.365, alignment/train=0.0955, uniformity/train=-3.41, contrastive_acc/train=0.980, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 17%|█▋ | 78/469 [00:08<00:43, 9.02it/s, v_num=9, loss/train=0.365, alignment/train=0.0955, uniformity/train=-3.41, contrastive_acc/train=0.980, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 17%|█▋ | 78/469 [00:08<00:43, 9.02it/s, v_num=9, loss/train=0.392, alignment/train=0.0885, uniformity/train=-3.41, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 17%|█▋ | 79/469 [00:08<00:42, 9.07it/s, v_num=9, loss/train=0.392, alignment/train=0.0885, uniformity/train=-3.41, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 17%|█▋ | 79/469 [00:08<00:42, 9.07it/s, v_num=9, loss/train=0.347, alignment/train=0.0941, uniformity/train=-3.42, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 17%|█▋ | 80/469 [00:08<00:42, 9.05it/s, v_num=9, loss/train=0.347, alignment/train=0.0941, uniformity/train=-3.42, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 17%|█▋ | 80/469 [00:08<00:42, 9.05it/s, v_num=9, loss/train=0.382, alignment/train=0.0999, uniformity/train=-3.44, contrastive_acc/train=0.980, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 17%|█▋ | 81/469 [00:08<00:42, 9.09it/s, v_num=9, loss/train=0.382, alignment/train=0.0999, uniformity/train=-3.44, contrastive_acc/train=0.980, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 17%|█▋ | 81/469 [00:08<00:42, 9.09it/s, v_num=9, loss/train=0.352, alignment/train=0.0894, uniformity/train=-3.42, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 17%|█▋ | 82/469 [00:08<00:42, 9.14it/s, v_num=9, loss/train=0.352, alignment/train=0.0894, uniformity/train=-3.42, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 17%|█▋ | 82/469 [00:08<00:42, 9.14it/s, v_num=9, loss/train=0.345, alignment/train=0.104, uniformity/train=-3.44, contrastive_acc/train=0.980, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 18%|█▊ | 83/469 [00:09<00:42, 9.19it/s, v_num=9, loss/train=0.345, alignment/train=0.104, uniformity/train=-3.44, contrastive_acc/train=0.980, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 18%|█▊ | 83/469 [00:09<00:42, 9.19it/s, v_num=9, loss/train=0.362, alignment/train=0.0945, uniformity/train=-3.39, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 18%|█▊ | 84/469 [00:09<00:41, 9.19it/s, v_num=9, loss/train=0.362, alignment/train=0.0945, uniformity/train=-3.39, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 18%|█▊ | 84/469 [00:09<00:41, 9.19it/s, v_num=9, loss/train=0.363, alignment/train=0.0822, uniformity/train=-3.40, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 18%|█▊ | 85/469 [00:09<00:41, 9.20it/s, v_num=9, loss/train=0.363, alignment/train=0.0822, uniformity/train=-3.40, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 18%|█▊ | 85/469 [00:09<00:41, 9.20it/s, v_num=9, loss/train=0.372, alignment/train=0.105, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 18%|█▊ | 86/469 [00:09<00:41, 9.24it/s, v_num=9, loss/train=0.372, alignment/train=0.105, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 18%|█▊ | 86/469 [00:09<00:41, 9.24it/s, v_num=9, loss/train=0.323, alignment/train=0.0924, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 19%|█▊ | 87/469 [00:09<00:41, 9.27it/s, v_num=9, loss/train=0.323, alignment/train=0.0924, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 19%|█▊ | 87/469 [00:09<00:41, 9.27it/s, v_num=9, loss/train=0.287, alignment/train=0.0794, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 19%|█▉ | 88/469 [00:09<00:40, 9.29it/s, v_num=9, loss/train=0.287, alignment/train=0.0794, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 19%|█▉ | 88/469 [00:09<00:40, 9.29it/s, v_num=9, loss/train=0.336, alignment/train=0.0946, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 19%|█▉ | 89/469 [00:09<00:40, 9.31it/s, v_num=9, loss/train=0.336, alignment/train=0.0946, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 19%|█▉ | 89/469 [00:09<00:40, 9.30it/s, v_num=9, loss/train=0.349, alignment/train=0.0823, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 19%|█▉ | 90/469 [00:09<00:40, 9.30it/s, v_num=9, loss/train=0.349, alignment/train=0.0823, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 19%|█▉ | 90/469 [00:09<00:40, 9.30it/s, v_num=9, loss/train=0.351, alignment/train=0.0913, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 19%|█▉ | 91/469 [00:09<00:40, 9.35it/s, v_num=9, loss/train=0.351, alignment/train=0.0913, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 19%|█▉ | 91/469 [00:09<00:40, 9.35it/s, v_num=9, loss/train=0.336, alignment/train=0.104, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 20%|█▉ | 92/469 [00:09<00:40, 9.35it/s, v_num=9, loss/train=0.336, alignment/train=0.104, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 20%|█▉ | 92/469 [00:09<00:40, 9.35it/s, v_num=9, loss/train=0.344, alignment/train=0.0971, uniformity/train=-3.45, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 20%|█▉ | 93/469 [00:09<00:40, 9.35it/s, v_num=9, loss/train=0.344, alignment/train=0.0971, uniformity/train=-3.45, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 20%|█▉ | 93/469 [00:09<00:40, 9.35it/s, v_num=9, loss/train=0.423, alignment/train=0.0979, uniformity/train=-3.41, contrastive_acc/train=0.977, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 20%|██ | 94/469 [00:10<00:39, 9.38it/s, v_num=9, loss/train=0.423, alignment/train=0.0979, uniformity/train=-3.41, contrastive_acc/train=0.977, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 20%|██ | 94/469 [00:10<00:40, 9.37it/s, v_num=9, loss/train=0.470, alignment/train=0.105, uniformity/train=-3.39, contrastive_acc/train=0.973, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 20%|██ | 95/469 [00:10<00:39, 9.37it/s, v_num=9, loss/train=0.470, alignment/train=0.105, uniformity/train=-3.39, contrastive_acc/train=0.973, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 20%|██ | 95/469 [00:10<00:39, 9.37it/s, v_num=9, loss/train=0.360, alignment/train=0.0979, uniformity/train=-3.45, contrastive_acc/train=0.973, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 20%|██ | 96/469 [00:10<00:39, 9.42it/s, v_num=9, loss/train=0.360, alignment/train=0.0979, uniformity/train=-3.45, contrastive_acc/train=0.973, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 20%|██ | 96/469 [00:10<00:39, 9.41it/s, v_num=9, loss/train=0.356, alignment/train=0.108, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 21%|██ | 97/469 [00:10<00:39, 9.44it/s, v_num=9, loss/train=0.356, alignment/train=0.108, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 21%|██ | 97/469 [00:10<00:39, 9.44it/s, v_num=9, loss/train=0.386, alignment/train=0.108, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 21%|██ | 98/469 [00:10<00:39, 9.44it/s, v_num=9, loss/train=0.386, alignment/train=0.108, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 21%|██ | 98/469 [00:10<00:39, 9.44it/s, v_num=9, loss/train=0.344, alignment/train=0.0967, uniformity/train=-3.40, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 21%|██ | 99/469 [00:10<00:39, 9.47it/s, v_num=9, loss/train=0.344, alignment/train=0.0967, uniformity/train=-3.40, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 21%|██ | 99/469 [00:10<00:39, 9.47it/s, v_num=9, loss/train=0.411, alignment/train=0.100, uniformity/train=-3.41, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 21%|██▏ | 100/469 [00:10<00:39, 9.44it/s, v_num=9, loss/train=0.411, alignment/train=0.100, uniformity/train=-3.41, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 21%|██▏ | 100/469 [00:10<00:39, 9.43it/s, v_num=9, loss/train=0.399, alignment/train=0.106, uniformity/train=-3.42, contrastive_acc/train=0.980, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 22%|██▏ | 101/469 [00:10<00:38, 9.45it/s, v_num=9, loss/train=0.399, alignment/train=0.106, uniformity/train=-3.42, contrastive_acc/train=0.980, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 22%|██▏ | 101/469 [00:10<00:38, 9.45it/s, v_num=9, loss/train=0.403, alignment/train=0.105, uniformity/train=-3.40, contrastive_acc/train=0.973, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 22%|██▏ | 102/469 [00:10<00:38, 9.49it/s, v_num=9, loss/train=0.403, alignment/train=0.105, uniformity/train=-3.40, contrastive_acc/train=0.973, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 22%|██▏ | 102/469 [00:10<00:38, 9.49it/s, v_num=9, loss/train=0.397, alignment/train=0.0871, uniformity/train=-3.38, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 22%|██▏ | 103/469 [00:10<00:38, 9.48it/s, v_num=9, loss/train=0.397, alignment/train=0.0871, uniformity/train=-3.38, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 22%|██▏ | 103/469 [00:10<00:38, 9.48it/s, v_num=9, loss/train=0.401, alignment/train=0.124, uniformity/train=-3.40, contrastive_acc/train=0.969, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 22%|██▏ | 104/469 [00:10<00:38, 9.50it/s, v_num=9, loss/train=0.401, alignment/train=0.124, uniformity/train=-3.40, contrastive_acc/train=0.969, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 22%|██▏ | 104/469 [00:10<00:38, 9.50it/s, v_num=9, loss/train=0.371, alignment/train=0.112, uniformity/train=-3.43, contrastive_acc/train=0.980, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 22%|██▏ | 105/469 [00:11<00:38, 9.53it/s, v_num=9, loss/train=0.371, alignment/train=0.112, uniformity/train=-3.43, contrastive_acc/train=0.980, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 22%|██▏ | 105/469 [00:11<00:38, 9.53it/s, v_num=9, loss/train=0.409, alignment/train=0.106, uniformity/train=-3.39, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 23%|██▎ | 106/469 [00:11<00:38, 9.54it/s, v_num=9, loss/train=0.409, alignment/train=0.106, uniformity/train=-3.39, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 23%|██▎ | 106/469 [00:11<00:38, 9.54it/s, v_num=9, loss/train=0.347, alignment/train=0.0986, uniformity/train=-3.41, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 23%|██▎ | 107/469 [00:11<00:37, 9.58it/s, v_num=9, loss/train=0.347, alignment/train=0.0986, uniformity/train=-3.41, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 23%|██▎ | 107/469 [00:11<00:37, 9.58it/s, v_num=9, loss/train=0.405, alignment/train=0.094, uniformity/train=-3.38, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 23%|██▎ | 108/469 [00:11<00:37, 9.59it/s, v_num=9, loss/train=0.405, alignment/train=0.094, uniformity/train=-3.38, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 23%|██▎ | 108/469 [00:11<00:37, 9.59it/s, v_num=9, loss/train=0.431, alignment/train=0.111, uniformity/train=-3.36, contrastive_acc/train=0.980, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 23%|██▎ | 109/469 [00:11<00:37, 9.63it/s, v_num=9, loss/train=0.431, alignment/train=0.111, uniformity/train=-3.36, contrastive_acc/train=0.980, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 23%|██▎ | 109/469 [00:11<00:37, 9.62it/s, v_num=9, loss/train=0.331, alignment/train=0.0929, uniformity/train=-3.40, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 23%|██▎ | 110/469 [00:11<00:37, 9.62it/s, v_num=9, loss/train=0.331, alignment/train=0.0929, uniformity/train=-3.40, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 23%|██▎ | 110/469 [00:11<00:37, 9.62it/s, v_num=9, loss/train=0.365, alignment/train=0.104, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 24%|██▎ | 111/469 [00:11<00:37, 9.57it/s, v_num=9, loss/train=0.365, alignment/train=0.104, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 24%|██▎ | 111/469 [00:11<00:37, 9.57it/s, v_num=9, loss/train=0.348, alignment/train=0.0902, uniformity/train=-3.43, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 24%|██▍ | 112/469 [00:11<00:37, 9.61it/s, v_num=9, loss/train=0.348, alignment/train=0.0902, uniformity/train=-3.43, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 24%|██▍ | 112/469 [00:11<00:37, 9.60it/s, v_num=9, loss/train=0.367, alignment/train=0.116, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 24%|██▍ | 113/469 [00:11<00:36, 9.64it/s, v_num=9, loss/train=0.367, alignment/train=0.116, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 24%|██▍ | 113/469 [00:11<00:36, 9.64it/s, v_num=9, loss/train=0.324, alignment/train=0.0916, uniformity/train=-3.42, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 24%|██▍ | 114/469 [00:11<00:36, 9.63it/s, v_num=9, loss/train=0.324, alignment/train=0.0916, uniformity/train=-3.42, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 24%|██▍ | 114/469 [00:11<00:36, 9.63it/s, v_num=9, loss/train=0.403, alignment/train=0.105, uniformity/train=-3.39, contrastive_acc/train=0.977, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 25%|██▍ | 115/469 [00:11<00:36, 9.64it/s, v_num=9, loss/train=0.403, alignment/train=0.105, uniformity/train=-3.39, contrastive_acc/train=0.977, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 25%|██▍ | 115/469 [00:11<00:36, 9.64it/s, v_num=9, loss/train=0.397, alignment/train=0.0938, uniformity/train=-3.39, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 25%|██▍ | 116/469 [00:12<00:36, 9.65it/s, v_num=9, loss/train=0.397, alignment/train=0.0938, uniformity/train=-3.39, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 25%|██▍ | 116/469 [00:12<00:36, 9.65it/s, v_num=9, loss/train=0.349, alignment/train=0.117, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 25%|██▍ | 117/469 [00:12<00:36, 9.69it/s, v_num=9, loss/train=0.349, alignment/train=0.117, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 25%|██▍ | 117/469 [00:12<00:36, 9.69it/s, v_num=9, loss/train=0.430, alignment/train=0.0927, uniformity/train=-3.36, contrastive_acc/train=0.965, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 25%|██▌ | 118/469 [00:12<00:36, 9.70it/s, v_num=9, loss/train=0.430, alignment/train=0.0927, uniformity/train=-3.36, contrastive_acc/train=0.965, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 25%|██▌ | 118/469 [00:12<00:36, 9.70it/s, v_num=9, loss/train=0.320, alignment/train=0.0856, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 25%|██▌ | 119/469 [00:12<00:35, 9.73it/s, v_num=9, loss/train=0.320, alignment/train=0.0856, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 25%|██▌ | 119/469 [00:12<00:35, 9.73it/s, v_num=9, loss/train=0.344, alignment/train=0.102, uniformity/train=-3.45, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 26%|██▌ | 120/469 [00:12<00:35, 9.73it/s, v_num=9, loss/train=0.344, alignment/train=0.102, uniformity/train=-3.45, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 26%|██▌ | 120/469 [00:12<00:35, 9.73it/s, v_num=9, loss/train=0.363, alignment/train=0.103, uniformity/train=-3.42, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 26%|██▌ | 121/469 [00:12<00:35, 9.68it/s, v_num=9, loss/train=0.363, alignment/train=0.103, uniformity/train=-3.42, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 26%|██▌ | 121/469 [00:12<00:35, 9.68it/s, v_num=9, loss/train=0.416, alignment/train=0.104, uniformity/train=-3.39, contrastive_acc/train=0.973, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 26%|██▌ | 122/469 [00:12<00:35, 9.71it/s, v_num=9, loss/train=0.416, alignment/train=0.104, uniformity/train=-3.39, contrastive_acc/train=0.973, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 26%|██▌ | 122/469 [00:12<00:35, 9.71it/s, v_num=9, loss/train=0.361, alignment/train=0.102, uniformity/train=-3.41, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 26%|██▌ | 123/469 [00:12<00:35, 9.74it/s, v_num=9, loss/train=0.361, alignment/train=0.102, uniformity/train=-3.41, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 26%|██▌ | 123/469 [00:12<00:35, 9.74it/s, v_num=9, loss/train=0.311, alignment/train=0.0925, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 26%|██▋ | 124/469 [00:12<00:35, 9.74it/s, v_num=9, loss/train=0.311, alignment/train=0.0925, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 26%|██▋ | 124/469 [00:12<00:35, 9.74it/s, v_num=9, loss/train=0.351, alignment/train=0.102, uniformity/train=-3.46, contrastive_acc/train=0.980, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 27%|██▋ | 125/469 [00:12<00:35, 9.76it/s, v_num=9, loss/train=0.351, alignment/train=0.102, uniformity/train=-3.46, contrastive_acc/train=0.980, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 27%|██▋ | 125/469 [00:12<00:35, 9.75it/s, v_num=9, loss/train=0.383, alignment/train=0.115, uniformity/train=-3.44, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 27%|██▋ | 126/469 [00:12<00:35, 9.76it/s, v_num=9, loss/train=0.383, alignment/train=0.115, uniformity/train=-3.44, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 27%|██▋ | 126/469 [00:12<00:35, 9.76it/s, v_num=9, loss/train=0.362, alignment/train=0.115, uniformity/train=-3.45, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 27%|██▋ | 127/469 [00:12<00:34, 9.78it/s, v_num=9, loss/train=0.362, alignment/train=0.115, uniformity/train=-3.45, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 27%|██▋ | 127/469 [00:12<00:34, 9.78it/s, v_num=9, loss/train=0.409, alignment/train=0.106, uniformity/train=-3.42, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 27%|██▋ | 128/469 [00:13<00:34, 9.78it/s, v_num=9, loss/train=0.409, alignment/train=0.106, uniformity/train=-3.42, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 27%|██▋ | 128/469 [00:13<00:34, 9.78it/s, v_num=9, loss/train=0.378, alignment/train=0.109, uniformity/train=-3.43, contrastive_acc/train=0.980, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 28%|██▊ | 129/469 [00:13<00:34, 9.81it/s, v_num=9, loss/train=0.378, alignment/train=0.109, uniformity/train=-3.43, contrastive_acc/train=0.980, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 28%|██▊ | 129/469 [00:13<00:34, 9.81it/s, v_num=9, loss/train=0.342, alignment/train=0.0946, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 28%|██▊ | 130/469 [00:13<00:34, 9.81it/s, v_num=9, loss/train=0.342, alignment/train=0.0946, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 28%|██▊ | 130/469 [00:13<00:34, 9.81it/s, v_num=9, loss/train=0.393, alignment/train=0.0867, uniformity/train=-3.40, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 28%|██▊ | 131/469 [00:13<00:34, 9.77it/s, v_num=9, loss/train=0.393, alignment/train=0.0867, uniformity/train=-3.40, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 28%|██▊ | 131/469 [00:13<00:34, 9.77it/s, v_num=9, loss/train=0.381, alignment/train=0.105, uniformity/train=-3.43, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 28%|██▊ | 132/469 [00:13<00:34, 9.80it/s, v_num=9, loss/train=0.381, alignment/train=0.105, uniformity/train=-3.43, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 28%|██▊ | 132/469 [00:13<00:34, 9.80it/s, v_num=9, loss/train=0.453, alignment/train=0.131, uniformity/train=-3.42, contrastive_acc/train=0.980, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 28%|██▊ | 133/469 [00:13<00:34, 9.82it/s, v_num=9, loss/train=0.453, alignment/train=0.131, uniformity/train=-3.42, contrastive_acc/train=0.980, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 28%|██▊ | 133/469 [00:13<00:34, 9.82it/s, v_num=9, loss/train=0.407, alignment/train=0.103, uniformity/train=-3.40, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 29%|██▊ | 134/469 [00:13<00:33, 9.86it/s, v_num=9, loss/train=0.407, alignment/train=0.103, uniformity/train=-3.40, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 29%|██▊ | 134/469 [00:13<00:33, 9.85it/s, v_num=9, loss/train=0.422, alignment/train=0.116, uniformity/train=-3.39, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 29%|██▉ | 135/469 [00:13<00:33, 9.83it/s, v_num=9, loss/train=0.422, alignment/train=0.116, uniformity/train=-3.39, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 29%|██▉ | 135/469 [00:13<00:33, 9.83it/s, v_num=9, loss/train=0.331, alignment/train=0.103, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 29%|██▉ | 136/469 [00:13<00:33, 9.83it/s, v_num=9, loss/train=0.331, alignment/train=0.103, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 29%|██▉ | 136/469 [00:13<00:33, 9.83it/s, v_num=9, loss/train=0.325, alignment/train=0.108, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 29%|██▉ | 137/469 [00:13<00:33, 9.86it/s, v_num=9, loss/train=0.325, alignment/train=0.108, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 29%|██▉ | 137/469 [00:13<00:33, 9.86it/s, v_num=9, loss/train=0.371, alignment/train=0.113, uniformity/train=-3.46, contrastive_acc/train=0.973, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 29%|██▉ | 138/469 [00:13<00:33, 9.89it/s, v_num=9, loss/train=0.371, alignment/train=0.113, uniformity/train=-3.46, contrastive_acc/train=0.973, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 29%|██▉ | 138/469 [00:13<00:33, 9.89it/s, v_num=9, loss/train=0.374, alignment/train=0.0993, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 30%|██▉ | 139/469 [00:14<00:33, 9.92it/s, v_num=9, loss/train=0.374, alignment/train=0.0993, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 30%|██▉ | 139/469 [00:14<00:33, 9.92it/s, v_num=9, loss/train=0.329, alignment/train=0.0906, uniformity/train=-3.42, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 30%|██▉ | 140/469 [00:14<00:33, 9.92it/s, v_num=9, loss/train=0.329, alignment/train=0.0906, uniformity/train=-3.42, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 30%|██▉ | 140/469 [00:14<00:33, 9.92it/s, v_num=9, loss/train=0.373, alignment/train=0.102, uniformity/train=-3.41, contrastive_acc/train=0.980, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 30%|███ | 141/469 [00:14<00:33, 9.87it/s, v_num=9, loss/train=0.373, alignment/train=0.102, uniformity/train=-3.41, contrastive_acc/train=0.980, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 30%|███ | 141/469 [00:14<00:33, 9.87it/s, v_num=9, loss/train=0.363, alignment/train=0.0996, uniformity/train=-3.43, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 30%|███ | 142/469 [00:14<00:33, 9.89it/s, v_num=9, loss/train=0.363, alignment/train=0.0996, uniformity/train=-3.43, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 30%|███ | 142/469 [00:14<00:33, 9.88it/s, v_num=9, loss/train=0.423, alignment/train=0.0974, uniformity/train=-3.39, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 30%|███ | 143/469 [00:14<00:32, 9.90it/s, v_num=9, loss/train=0.423, alignment/train=0.0974, uniformity/train=-3.39, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 30%|███ | 143/469 [00:14<00:32, 9.90it/s, v_num=9, loss/train=0.424, alignment/train=0.0915, uniformity/train=-3.39, contrastive_acc/train=0.973, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 31%|███ | 144/469 [00:14<00:32, 9.91it/s, v_num=9, loss/train=0.424, alignment/train=0.0915, uniformity/train=-3.39, contrastive_acc/train=0.973, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 31%|███ | 144/469 [00:14<00:32, 9.91it/s, v_num=9, loss/train=0.415, alignment/train=0.106, uniformity/train=-3.40, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 31%|███ | 145/469 [00:14<00:32, 9.91it/s, v_num=9, loss/train=0.415, alignment/train=0.106, uniformity/train=-3.40, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 31%|███ | 145/469 [00:14<00:32, 9.91it/s, v_num=9, loss/train=0.398, alignment/train=0.100, uniformity/train=-3.40, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 31%|███ | 146/469 [00:14<00:32, 9.92it/s, v_num=9, loss/train=0.398, alignment/train=0.100, uniformity/train=-3.40, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 31%|███ | 146/469 [00:14<00:32, 9.92it/s, v_num=9, loss/train=0.432, alignment/train=0.112, uniformity/train=-3.39, contrastive_acc/train=0.980, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 31%|███▏ | 147/469 [00:14<00:32, 9.95it/s, v_num=9, loss/train=0.432, alignment/train=0.112, uniformity/train=-3.39, contrastive_acc/train=0.980, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 31%|███▏ | 147/469 [00:14<00:32, 9.95it/s, v_num=9, loss/train=0.366, alignment/train=0.102, uniformity/train=-3.40, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 32%|███▏ | 148/469 [00:14<00:32, 9.98it/s, v_num=9, loss/train=0.366, alignment/train=0.102, uniformity/train=-3.40, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 32%|███▏ | 148/469 [00:14<00:32, 9.98it/s, v_num=9, loss/train=0.337, alignment/train=0.0877, uniformity/train=-3.40, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 32%|███▏ | 149/469 [00:14<00:32, 9.99it/s, v_num=9, loss/train=0.337, alignment/train=0.0877, uniformity/train=-3.40, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 32%|███▏ | 149/469 [00:14<00:32, 9.99it/s, v_num=9, loss/train=0.377, alignment/train=0.0936, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 32%|███▏ | 150/469 [00:15<00:32, 9.92it/s, v_num=9, loss/train=0.377, alignment/train=0.0936, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 32%|███▏ | 150/469 [00:15<00:32, 9.92it/s, v_num=9, loss/train=0.349, alignment/train=0.0846, uniformity/train=-3.40, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 32%|███▏ | 151/469 [00:15<00:31, 9.95it/s, v_num=9, loss/train=0.349, alignment/train=0.0846, uniformity/train=-3.40, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 32%|███▏ | 151/469 [00:15<00:31, 9.95it/s, v_num=9, loss/train=0.370, alignment/train=0.0842, uniformity/train=-3.37, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 32%|███▏ | 152/469 [00:15<00:31, 9.97it/s, v_num=9, loss/train=0.370, alignment/train=0.0842, uniformity/train=-3.37, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 32%|███▏ | 152/469 [00:15<00:31, 9.97it/s, v_num=9, loss/train=0.423, alignment/train=0.101, uniformity/train=-3.37, contrastive_acc/train=0.969, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 33%|███▎ | 153/469 [00:15<00:31, 9.99it/s, v_num=9, loss/train=0.423, alignment/train=0.101, uniformity/train=-3.37, contrastive_acc/train=0.969, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 33%|███▎ | 153/469 [00:15<00:31, 9.99it/s, v_num=9, loss/train=0.339, alignment/train=0.0872, uniformity/train=-3.41, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 33%|███▎ | 154/469 [00:15<00:31, 9.99it/s, v_num=9, loss/train=0.339, alignment/train=0.0872, uniformity/train=-3.41, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 33%|███▎ | 154/469 [00:15<00:31, 9.99it/s, v_num=9, loss/train=0.319, alignment/train=0.101, uniformity/train=-3.40, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 33%|███▎ | 155/469 [00:15<00:31, 9.95it/s, v_num=9, loss/train=0.319, alignment/train=0.101, uniformity/train=-3.40, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 33%|███▎ | 155/469 [00:15<00:31, 9.95it/s, v_num=9, loss/train=0.381, alignment/train=0.0996, uniformity/train=-3.34, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 33%|███▎ | 156/469 [00:15<00:31, 9.98it/s, v_num=9, loss/train=0.381, alignment/train=0.0996, uniformity/train=-3.34, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 33%|███▎ | 156/469 [00:15<00:31, 9.98it/s, v_num=9, loss/train=0.351, alignment/train=0.0883, uniformity/train=-3.40, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 33%|███▎ | 157/469 [00:15<00:31, 10.00it/s, v_num=9, loss/train=0.351, alignment/train=0.0883, uniformity/train=-3.40, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 33%|███▎ | 157/469 [00:15<00:31, 10.00it/s, v_num=9, loss/train=0.357, alignment/train=0.107, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 34%|███▎ | 158/469 [00:15<00:31, 9.98it/s, v_num=9, loss/train=0.357, alignment/train=0.107, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 34%|███▎ | 158/469 [00:15<00:31, 9.98it/s, v_num=9, loss/train=0.373, alignment/train=0.101, uniformity/train=-3.38, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 34%|███▍ | 159/469 [00:15<00:30, 10.01it/s, v_num=9, loss/train=0.373, alignment/train=0.101, uniformity/train=-3.38, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 34%|███▍ | 159/469 [00:15<00:30, 10.01it/s, v_num=9, loss/train=0.358, alignment/train=0.101, uniformity/train=-3.41, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 34%|███▍ | 160/469 [00:15<00:30, 10.03it/s, v_num=9, loss/train=0.358, alignment/train=0.101, uniformity/train=-3.41, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 34%|███▍ | 160/469 [00:15<00:30, 10.03it/s, v_num=9, loss/train=0.376, alignment/train=0.0838, uniformity/train=-3.39, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 34%|███▍ | 161/469 [00:16<00:30, 10.06it/s, v_num=9, loss/train=0.376, alignment/train=0.0838, uniformity/train=-3.39, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 34%|███▍ | 161/469 [00:16<00:30, 10.06it/s, v_num=9, loss/train=0.336, alignment/train=0.0887, uniformity/train=-3.40, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 35%|███▍ | 162/469 [00:16<00:30, 10.08it/s, v_num=9, loss/train=0.336, alignment/train=0.0887, uniformity/train=-3.40, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 35%|███▍ | 162/469 [00:16<00:30, 10.08it/s, v_num=9, loss/train=0.418, alignment/train=0.111, uniformity/train=-3.43, contrastive_acc/train=0.980, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 35%|███▍ | 163/469 [00:16<00:30, 10.07it/s, v_num=9, loss/train=0.418, alignment/train=0.111, uniformity/train=-3.43, contrastive_acc/train=0.980, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 35%|███▍ | 163/469 [00:16<00:30, 10.07it/s, v_num=9, loss/train=0.419, alignment/train=0.106, uniformity/train=-3.39, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 35%|███▍ | 164/469 [00:16<00:30, 10.01it/s, v_num=9, loss/train=0.419, alignment/train=0.106, uniformity/train=-3.39, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 35%|███▍ | 164/469 [00:16<00:30, 10.01it/s, v_num=9, loss/train=0.369, alignment/train=0.0874, uniformity/train=-3.41, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 35%|███▌ | 165/469 [00:16<00:30, 10.01it/s, v_num=9, loss/train=0.369, alignment/train=0.0874, uniformity/train=-3.41, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 35%|███▌ | 165/469 [00:16<00:30, 10.01it/s, v_num=9, loss/train=0.351, alignment/train=0.0945, uniformity/train=-3.39, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 35%|███▌ | 166/469 [00:16<00:30, 10.04it/s, v_num=9, loss/train=0.351, alignment/train=0.0945, uniformity/train=-3.39, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 35%|███▌ | 166/469 [00:16<00:30, 10.04it/s, v_num=9, loss/train=0.416, alignment/train=0.103, uniformity/train=-3.38, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 36%|███▌ | 167/469 [00:16<00:30, 10.03it/s, v_num=9, loss/train=0.416, alignment/train=0.103, uniformity/train=-3.38, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 36%|███▌ | 167/469 [00:16<00:30, 10.03it/s, v_num=9, loss/train=0.327, alignment/train=0.0956, uniformity/train=-3.41, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 36%|███▌ | 168/469 [00:16<00:29, 10.06it/s, v_num=9, loss/train=0.327, alignment/train=0.0956, uniformity/train=-3.41, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 36%|███▌ | 168/469 [00:16<00:29, 10.06it/s, v_num=9, loss/train=0.368, alignment/train=0.089, uniformity/train=-3.40, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 36%|███▌ | 169/469 [00:16<00:29, 10.08it/s, v_num=9, loss/train=0.368, alignment/train=0.089, uniformity/train=-3.40, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 36%|███▌ | 169/469 [00:16<00:29, 10.08it/s, v_num=9, loss/train=0.345, alignment/train=0.100, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 36%|███▌ | 170/469 [00:16<00:29, 10.11it/s, v_num=9, loss/train=0.345, alignment/train=0.100, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 36%|███▌ | 170/469 [00:16<00:29, 10.10it/s, v_num=9, loss/train=0.296, alignment/train=0.0981, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 36%|███▋ | 171/469 [00:16<00:29, 10.13it/s, v_num=9, loss/train=0.296, alignment/train=0.0981, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 36%|███▋ | 171/469 [00:16<00:29, 10.13it/s, v_num=9, loss/train=0.335, alignment/train=0.104, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 37%|███▋ | 172/469 [00:17<00:29, 10.11it/s, v_num=9, loss/train=0.335, alignment/train=0.104, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 37%|███▋ | 172/469 [00:17<00:29, 10.10it/s, v_num=9, loss/train=0.334, alignment/train=0.104, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 37%|███▋ | 173/469 [00:17<00:29, 10.09it/s, v_num=9, loss/train=0.334, alignment/train=0.104, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 37%|███▋ | 173/469 [00:17<00:29, 10.09it/s, v_num=9, loss/train=0.377, alignment/train=0.110, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 37%|███▋ | 174/469 [00:17<00:29, 10.08it/s, v_num=9, loss/train=0.377, alignment/train=0.110, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 37%|███▋ | 174/469 [00:17<00:29, 10.08it/s, v_num=9, loss/train=0.335, alignment/train=0.106, uniformity/train=-3.45, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 37%|███▋ | 175/469 [00:17<00:29, 10.08it/s, v_num=9, loss/train=0.335, alignment/train=0.106, uniformity/train=-3.45, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 37%|███▋ | 175/469 [00:17<00:29, 10.08it/s, v_num=9, loss/train=0.382, alignment/train=0.102, uniformity/train=-3.40, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 38%|███▊ | 176/469 [00:17<00:29, 10.08it/s, v_num=9, loss/train=0.382, alignment/train=0.102, uniformity/train=-3.40, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 38%|███▊ | 176/469 [00:17<00:29, 10.08it/s, v_num=9, loss/train=0.403, alignment/train=0.0955, uniformity/train=-3.39, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 38%|███▊ | 177/469 [00:17<00:28, 10.08it/s, v_num=9, loss/train=0.403, alignment/train=0.0955, uniformity/train=-3.39, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 38%|███▊ | 177/469 [00:17<00:28, 10.08it/s, v_num=9, loss/train=0.336, alignment/train=0.0968, uniformity/train=-3.44, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 38%|███▊ | 178/469 [00:17<00:28, 10.11it/s, v_num=9, loss/train=0.336, alignment/train=0.0968, uniformity/train=-3.44, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 38%|███▊ | 178/469 [00:17<00:28, 10.11it/s, v_num=9, loss/train=0.365, alignment/train=0.0964, uniformity/train=-3.41, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 38%|███▊ | 179/469 [00:17<00:28, 10.09it/s, v_num=9, loss/train=0.365, alignment/train=0.0964, uniformity/train=-3.41, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 38%|███▊ | 179/469 [00:17<00:28, 10.09it/s, v_num=9, loss/train=0.335, alignment/train=0.0958, uniformity/train=-3.41, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 38%|███▊ | 180/469 [00:17<00:28, 10.11it/s, v_num=9, loss/train=0.335, alignment/train=0.0958, uniformity/train=-3.41, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 38%|███▊ | 180/469 [00:17<00:28, 10.11it/s, v_num=9, loss/train=0.297, alignment/train=0.0879, uniformity/train=-3.42, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 39%|███▊ | 181/469 [00:17<00:28, 10.12it/s, v_num=9, loss/train=0.297, alignment/train=0.0879, uniformity/train=-3.42, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 39%|███▊ | 181/469 [00:17<00:28, 10.12it/s, v_num=9, loss/train=0.373, alignment/train=0.108, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 39%|███▉ | 182/469 [00:18<00:28, 10.09it/s, v_num=9, loss/train=0.373, alignment/train=0.108, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 39%|███▉ | 182/469 [00:18<00:28, 10.09it/s, v_num=9, loss/train=0.337, alignment/train=0.0943, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 39%|███▉ | 183/469 [00:18<00:28, 10.12it/s, v_num=9, loss/train=0.337, alignment/train=0.0943, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 39%|███▉ | 183/469 [00:18<00:28, 10.12it/s, v_num=9, loss/train=0.368, alignment/train=0.0942, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 39%|███▉ | 184/469 [00:18<00:28, 10.13it/s, v_num=9, loss/train=0.368, alignment/train=0.0942, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 39%|███▉ | 184/469 [00:18<00:28, 10.13it/s, v_num=9, loss/train=0.347, alignment/train=0.0976, uniformity/train=-3.41, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 39%|███▉ | 185/469 [00:18<00:28, 10.14it/s, v_num=9, loss/train=0.347, alignment/train=0.0976, uniformity/train=-3.41, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 39%|███▉ | 185/469 [00:18<00:28, 10.14it/s, v_num=9, loss/train=0.370, alignment/train=0.0985, uniformity/train=-3.45, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 40%|███▉ | 186/469 [00:18<00:27, 10.13it/s, v_num=9, loss/train=0.370, alignment/train=0.0985, uniformity/train=-3.45, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 40%|███▉ | 186/469 [00:18<00:27, 10.13it/s, v_num=9, loss/train=0.356, alignment/train=0.0952, uniformity/train=-3.40, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 40%|███▉ | 187/469 [00:18<00:27, 10.15it/s, v_num=9, loss/train=0.356, alignment/train=0.0952, uniformity/train=-3.40, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 40%|███▉ | 187/469 [00:18<00:27, 10.15it/s, v_num=9, loss/train=0.350, alignment/train=0.100, uniformity/train=-3.40, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 40%|████ | 188/469 [00:18<00:27, 10.14it/s, v_num=9, loss/train=0.350, alignment/train=0.100, uniformity/train=-3.40, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 40%|████ | 188/469 [00:18<00:27, 10.14it/s, v_num=9, loss/train=0.345, alignment/train=0.0948, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 40%|████ | 189/469 [00:18<00:27, 10.15it/s, v_num=9, loss/train=0.345, alignment/train=0.0948, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 40%|████ | 189/469 [00:18<00:27, 10.15it/s, v_num=9, loss/train=0.318, alignment/train=0.103, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 41%|████ | 190/469 [00:18<00:27, 10.17it/s, v_num=9, loss/train=0.318, alignment/train=0.103, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 41%|████ | 190/469 [00:18<00:27, 10.17it/s, v_num=9, loss/train=0.379, alignment/train=0.104, uniformity/train=-3.40, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 41%|████ | 191/469 [00:18<00:27, 10.19it/s, v_num=9, loss/train=0.379, alignment/train=0.104, uniformity/train=-3.40, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 41%|████ | 191/469 [00:18<00:27, 10.19it/s, v_num=9, loss/train=0.332, alignment/train=0.0968, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 41%|████ | 192/469 [00:18<00:27, 10.18it/s, v_num=9, loss/train=0.332, alignment/train=0.0968, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 41%|████ | 192/469 [00:18<00:27, 10.18it/s, v_num=9, loss/train=0.375, alignment/train=0.0957, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 41%|████ | 193/469 [00:18<00:27, 10.18it/s, v_num=9, loss/train=0.375, alignment/train=0.0957, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 41%|████ | 193/469 [00:18<00:27, 10.18it/s, v_num=9, loss/train=0.318, alignment/train=0.0938, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 41%|████▏ | 194/469 [00:19<00:27, 10.18it/s, v_num=9, loss/train=0.318, alignment/train=0.0938, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 41%|████▏ | 194/469 [00:19<00:27, 10.18it/s, v_num=9, loss/train=0.388, alignment/train=0.0989, uniformity/train=-3.42, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 42%|████▏ | 195/469 [00:19<00:26, 10.20it/s, v_num=9, loss/train=0.388, alignment/train=0.0989, uniformity/train=-3.42, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 42%|████▏ | 195/469 [00:19<00:26, 10.20it/s, v_num=9, loss/train=0.409, alignment/train=0.116, uniformity/train=-3.43, contrastive_acc/train=0.973, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 42%|████▏ | 196/469 [00:19<00:26, 10.20it/s, v_num=9, loss/train=0.409, alignment/train=0.116, uniformity/train=-3.43, contrastive_acc/train=0.973, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 42%|████▏ | 196/469 [00:19<00:26, 10.20it/s, v_num=9, loss/train=0.373, alignment/train=0.0982, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 42%|████▏ | 197/469 [00:19<00:26, 10.18it/s, v_num=9, loss/train=0.373, alignment/train=0.0982, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 42%|████▏ | 197/469 [00:19<00:26, 10.18it/s, v_num=9, loss/train=0.372, alignment/train=0.108, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 42%|████▏ | 198/469 [00:19<00:26, 10.20it/s, v_num=9, loss/train=0.372, alignment/train=0.108, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 42%|████▏ | 198/469 [00:19<00:26, 10.20it/s, v_num=9, loss/train=0.357, alignment/train=0.105, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 42%|████▏ | 199/469 [00:19<00:26, 10.20it/s, v_num=9, loss/train=0.357, alignment/train=0.105, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 42%|████▏ | 199/469 [00:19<00:26, 10.20it/s, v_num=9, loss/train=0.356, alignment/train=0.096, uniformity/train=-3.40, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 43%|████▎ | 200/469 [00:19<00:26, 10.21it/s, v_num=9, loss/train=0.356, alignment/train=0.096, uniformity/train=-3.40, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 43%|████▎ | 200/469 [00:19<00:26, 10.21it/s, v_num=9, loss/train=0.354, alignment/train=0.0971, uniformity/train=-3.40, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 43%|████▎ | 201/469 [00:19<00:26, 10.21it/s, v_num=9, loss/train=0.354, alignment/train=0.0971, uniformity/train=-3.40, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 43%|████▎ | 201/469 [00:19<00:26, 10.21it/s, v_num=9, loss/train=0.310, alignment/train=0.0886, uniformity/train=-3.44, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 43%|████▎ | 202/469 [00:19<00:26, 10.21it/s, v_num=9, loss/train=0.310, alignment/train=0.0886, uniformity/train=-3.44, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 43%|████▎ | 202/469 [00:19<00:26, 10.21it/s, v_num=9, loss/train=0.415, alignment/train=0.105, uniformity/train=-3.40, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 43%|████▎ | 203/469 [00:19<00:26, 10.22it/s, v_num=9, loss/train=0.415, alignment/train=0.105, uniformity/train=-3.40, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 43%|████▎ | 203/469 [00:19<00:26, 10.22it/s, v_num=9, loss/train=0.382, alignment/train=0.0957, uniformity/train=-3.38, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 43%|████▎ | 204/469 [00:19<00:25, 10.23it/s, v_num=9, loss/train=0.382, alignment/train=0.0957, uniformity/train=-3.38, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 43%|████▎ | 204/469 [00:19<00:25, 10.22it/s, v_num=9, loss/train=0.291, alignment/train=0.0948, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 44%|████▎ | 205/469 [00:20<00:25, 10.23it/s, v_num=9, loss/train=0.291, alignment/train=0.0948, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 44%|████▎ | 205/469 [00:20<00:25, 10.23it/s, v_num=9, loss/train=0.378, alignment/train=0.0961, uniformity/train=-3.41, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 44%|████▍ | 206/469 [00:20<00:25, 10.23it/s, v_num=9, loss/train=0.378, alignment/train=0.0961, uniformity/train=-3.41, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 44%|████▍ | 206/469 [00:20<00:25, 10.22it/s, v_num=9, loss/train=0.392, alignment/train=0.109, uniformity/train=-3.44, contrastive_acc/train=0.977, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 44%|████▍ | 207/469 [00:20<00:25, 10.23it/s, v_num=9, loss/train=0.392, alignment/train=0.109, uniformity/train=-3.44, contrastive_acc/train=0.977, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 44%|████▍ | 207/469 [00:20<00:25, 10.23it/s, v_num=9, loss/train=0.324, alignment/train=0.114, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 44%|████▍ | 208/469 [00:20<00:25, 10.25it/s, v_num=9, loss/train=0.324, alignment/train=0.114, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 44%|████▍ | 208/469 [00:20<00:25, 10.25it/s, v_num=9, loss/train=0.307, alignment/train=0.103, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 45%|████▍ | 209/469 [00:20<00:25, 10.26it/s, v_num=9, loss/train=0.307, alignment/train=0.103, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 45%|████▍ | 209/469 [00:20<00:25, 10.26it/s, v_num=9, loss/train=0.346, alignment/train=0.0962, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 45%|████▍ | 210/469 [00:20<00:25, 10.26it/s, v_num=9, loss/train=0.346, alignment/train=0.0962, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 45%|████▍ | 210/469 [00:20<00:25, 10.26it/s, v_num=9, loss/train=0.387, alignment/train=0.0965, uniformity/train=-3.40, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 45%|████▍ | 211/469 [00:20<00:25, 10.24it/s, v_num=9, loss/train=0.387, alignment/train=0.0965, uniformity/train=-3.40, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 45%|████▍ | 211/469 [00:20<00:25, 10.23it/s, v_num=9, loss/train=0.341, alignment/train=0.0986, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 45%|████▌ | 212/469 [00:20<00:25, 10.25it/s, v_num=9, loss/train=0.341, alignment/train=0.0986, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 45%|████▌ | 212/469 [00:20<00:25, 10.25it/s, v_num=9, loss/train=0.347, alignment/train=0.0908, uniformity/train=-3.42, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 45%|████▌ | 213/469 [00:20<00:24, 10.27it/s, v_num=9, loss/train=0.347, alignment/train=0.0908, uniformity/train=-3.42, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 45%|████▌ | 213/469 [00:20<00:24, 10.27it/s, v_num=9, loss/train=0.352, alignment/train=0.0982, uniformity/train=-3.43, contrastive_acc/train=0.980, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 46%|████▌ | 214/469 [00:20<00:24, 10.27it/s, v_num=9, loss/train=0.352, alignment/train=0.0982, uniformity/train=-3.43, contrastive_acc/train=0.980, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 46%|████▌ | 214/469 [00:20<00:24, 10.27it/s, v_num=9, loss/train=0.307, alignment/train=0.0979, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 46%|████▌ | 215/469 [00:20<00:24, 10.27it/s, v_num=9, loss/train=0.307, alignment/train=0.0979, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 46%|████▌ | 215/469 [00:20<00:24, 10.27it/s, v_num=9, loss/train=0.374, alignment/train=0.101, uniformity/train=-3.44, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 46%|████▌ | 216/469 [00:21<00:24, 10.27it/s, v_num=9, loss/train=0.374, alignment/train=0.101, uniformity/train=-3.44, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 46%|████▌ | 216/469 [00:21<00:24, 10.27it/s, v_num=9, loss/train=0.344, alignment/train=0.0905, uniformity/train=-3.43, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 46%|████▋ | 217/469 [00:21<00:24, 10.28it/s, v_num=9, loss/train=0.344, alignment/train=0.0905, uniformity/train=-3.43, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 46%|████▋ | 217/469 [00:21<00:24, 10.28it/s, v_num=9, loss/train=0.376, alignment/train=0.0945, uniformity/train=-3.42, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 46%|████▋ | 218/469 [00:21<00:24, 10.30it/s, v_num=9, loss/train=0.376, alignment/train=0.0945, uniformity/train=-3.42, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 46%|████▋ | 218/469 [00:21<00:24, 10.30it/s, v_num=9, loss/train=0.333, alignment/train=0.0931, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 47%|████▋ | 219/469 [00:21<00:24, 10.29it/s, v_num=9, loss/train=0.333, alignment/train=0.0931, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 47%|████▋ | 219/469 [00:21<00:24, 10.29it/s, v_num=9, loss/train=0.395, alignment/train=0.0953, uniformity/train=-3.44, contrastive_acc/train=0.980, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 47%|████▋ | 220/469 [00:21<00:24, 10.27it/s, v_num=9, loss/train=0.395, alignment/train=0.0953, uniformity/train=-3.44, contrastive_acc/train=0.980, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 47%|████▋ | 220/469 [00:21<00:24, 10.27it/s, v_num=9, loss/train=0.347, alignment/train=0.0997, uniformity/train=-3.43, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 47%|████▋ | 221/469 [00:21<00:24, 10.28it/s, v_num=9, loss/train=0.347, alignment/train=0.0997, uniformity/train=-3.43, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 47%|████▋ | 221/469 [00:21<00:24, 10.28it/s, v_num=9, loss/train=0.368, alignment/train=0.104, uniformity/train=-3.42, contrastive_acc/train=0.980, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 47%|████▋ | 222/469 [00:21<00:23, 10.30it/s, v_num=9, loss/train=0.368, alignment/train=0.104, uniformity/train=-3.42, contrastive_acc/train=0.980, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 47%|████▋ | 222/469 [00:21<00:23, 10.30it/s, v_num=9, loss/train=0.322, alignment/train=0.0873, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 48%|████▊ | 223/469 [00:21<00:23, 10.32it/s, v_num=9, loss/train=0.322, alignment/train=0.0873, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 48%|████▊ | 223/469 [00:21<00:23, 10.32it/s, v_num=9, loss/train=0.348, alignment/train=0.110, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 48%|████▊ | 224/469 [00:21<00:23, 10.33it/s, v_num=9, loss/train=0.348, alignment/train=0.110, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 48%|████▊ | 224/469 [00:21<00:23, 10.33it/s, v_num=9, loss/train=0.302, alignment/train=0.0976, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 48%|████▊ | 225/469 [00:21<00:23, 10.32it/s, v_num=9, loss/train=0.302, alignment/train=0.0976, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 48%|████▊ | 225/469 [00:21<00:23, 10.32it/s, v_num=9, loss/train=0.383, alignment/train=0.0961, uniformity/train=-3.41, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 48%|████▊ | 226/469 [00:21<00:23, 10.32it/s, v_num=9, loss/train=0.383, alignment/train=0.0961, uniformity/train=-3.41, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 48%|████▊ | 226/469 [00:21<00:23, 10.32it/s, v_num=9, loss/train=0.388, alignment/train=0.104, uniformity/train=-3.40, contrastive_acc/train=0.980, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 48%|████▊ | 227/469 [00:21<00:23, 10.32it/s, v_num=9, loss/train=0.388, alignment/train=0.104, uniformity/train=-3.40, contrastive_acc/train=0.980, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 48%|████▊ | 227/469 [00:21<00:23, 10.32it/s, v_num=9, loss/train=0.358, alignment/train=0.103, uniformity/train=-3.41, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 49%|████▊ | 228/469 [00:22<00:23, 10.33it/s, v_num=9, loss/train=0.358, alignment/train=0.103, uniformity/train=-3.41, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 49%|████▊ | 228/469 [00:22<00:23, 10.33it/s, v_num=9, loss/train=0.429, alignment/train=0.0939, uniformity/train=-3.42, contrastive_acc/train=0.957, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 49%|████▉ | 229/469 [00:22<00:23, 10.35it/s, v_num=9, loss/train=0.429, alignment/train=0.0939, uniformity/train=-3.42, contrastive_acc/train=0.957, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 49%|████▉ | 229/469 [00:22<00:23, 10.35it/s, v_num=9, loss/train=0.387, alignment/train=0.114, uniformity/train=-3.42, contrastive_acc/train=0.973, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 49%|████▉ | 230/469 [00:22<00:23, 10.35it/s, v_num=9, loss/train=0.387, alignment/train=0.114, uniformity/train=-3.42, contrastive_acc/train=0.973, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 49%|████▉ | 230/469 [00:22<00:23, 10.35it/s, v_num=9, loss/train=0.351, alignment/train=0.104, uniformity/train=-3.42, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 49%|████▉ | 231/469 [00:22<00:23, 10.34it/s, v_num=9, loss/train=0.351, alignment/train=0.104, uniformity/train=-3.42, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 49%|████▉ | 231/469 [00:22<00:23, 10.34it/s, v_num=9, loss/train=0.327, alignment/train=0.0918, uniformity/train=-3.41, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 49%|████▉ | 232/469 [00:22<00:22, 10.32it/s, v_num=9, loss/train=0.327, alignment/train=0.0918, uniformity/train=-3.41, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 49%|████▉ | 232/469 [00:22<00:22, 10.32it/s, v_num=9, loss/train=0.380, alignment/train=0.0907, uniformity/train=-3.42, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 50%|████▉ | 233/469 [00:22<00:22, 10.34it/s, v_num=9, loss/train=0.380, alignment/train=0.0907, uniformity/train=-3.42, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 50%|████▉ | 233/469 [00:22<00:22, 10.34it/s, v_num=9, loss/train=0.332, alignment/train=0.0918, uniformity/train=-3.40, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 50%|████▉ | 234/469 [00:22<00:22, 10.35it/s, v_num=9, loss/train=0.332, alignment/train=0.0918, uniformity/train=-3.40, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 50%|████▉ | 234/469 [00:22<00:22, 10.35it/s, v_num=9, loss/train=0.372, alignment/train=0.0903, uniformity/train=-3.37, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 50%|█████ | 235/469 [00:22<00:22, 10.37it/s, v_num=9, loss/train=0.372, alignment/train=0.0903, uniformity/train=-3.37, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 50%|█████ | 235/469 [00:22<00:22, 10.37it/s, v_num=9, loss/train=0.366, alignment/train=0.0947, uniformity/train=-3.39, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 50%|█████ | 236/469 [00:22<00:22, 10.39it/s, v_num=9, loss/train=0.366, alignment/train=0.0947, uniformity/train=-3.39, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 50%|█████ | 236/469 [00:22<00:22, 10.39it/s, v_num=9, loss/train=0.399, alignment/train=0.117, uniformity/train=-3.40, contrastive_acc/train=0.973, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 51%|█████ | 237/469 [00:22<00:22, 10.39it/s, v_num=9, loss/train=0.399, alignment/train=0.117, uniformity/train=-3.40, contrastive_acc/train=0.973, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 51%|█████ | 237/469 [00:22<00:22, 10.39it/s, v_num=9, loss/train=0.363, alignment/train=0.0847, uniformity/train=-3.41, contrastive_acc/train=0.980, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 51%|█████ | 238/469 [00:22<00:22, 10.38it/s, v_num=9, loss/train=0.363, alignment/train=0.0847, uniformity/train=-3.41, contrastive_acc/train=0.980, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 51%|█████ | 238/469 [00:22<00:22, 10.38it/s, v_num=9, loss/train=0.403, alignment/train=0.102, uniformity/train=-3.39, contrastive_acc/train=0.961, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 51%|█████ | 239/469 [00:23<00:22, 10.36it/s, v_num=9, loss/train=0.403, alignment/train=0.102, uniformity/train=-3.39, contrastive_acc/train=0.961, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 51%|█████ | 239/469 [00:23<00:22, 10.36it/s, v_num=9, loss/train=0.392, alignment/train=0.0996, uniformity/train=-3.42, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 51%|█████ | 240/469 [00:23<00:22, 10.38it/s, v_num=9, loss/train=0.392, alignment/train=0.0996, uniformity/train=-3.42, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 51%|█████ | 240/469 [00:23<00:22, 10.38it/s, v_num=9, loss/train=0.342, alignment/train=0.0899, uniformity/train=-3.42, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 51%|█████▏ | 241/469 [00:23<00:21, 10.38it/s, v_num=9, loss/train=0.342, alignment/train=0.0899, uniformity/train=-3.42, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 51%|█████▏ | 241/469 [00:23<00:21, 10.38it/s, v_num=9, loss/train=0.358, alignment/train=0.0984, uniformity/train=-3.41, contrastive_acc/train=0.977, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 52%|█████▏ | 242/469 [00:23<00:21, 10.40it/s, v_num=9, loss/train=0.358, alignment/train=0.0984, uniformity/train=-3.41, contrastive_acc/train=0.977, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 52%|█████▏ | 242/469 [00:23<00:21, 10.40it/s, v_num=9, loss/train=0.295, alignment/train=0.099, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 52%|█████▏ | 243/469 [00:23<00:21, 10.39it/s, v_num=9, loss/train=0.295, alignment/train=0.099, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 52%|█████▏ | 243/469 [00:23<00:21, 10.39it/s, v_num=9, loss/train=0.356, alignment/train=0.0919, uniformity/train=-3.42, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 52%|█████▏ | 244/469 [00:23<00:21, 10.38it/s, v_num=9, loss/train=0.356, alignment/train=0.0919, uniformity/train=-3.42, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 52%|█████▏ | 244/469 [00:23<00:21, 10.38it/s, v_num=9, loss/train=0.383, alignment/train=0.115, uniformity/train=-3.46, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 52%|█████▏ | 245/469 [00:23<00:21, 10.38it/s, v_num=9, loss/train=0.383, alignment/train=0.115, uniformity/train=-3.46, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 52%|█████▏ | 245/469 [00:23<00:21, 10.38it/s, v_num=9, loss/train=0.314, alignment/train=0.0802, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 52%|█████▏ | 246/469 [00:23<00:21, 10.40it/s, v_num=9, loss/train=0.314, alignment/train=0.0802, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 52%|█████▏ | 246/469 [00:23<00:21, 10.40it/s, v_num=9, loss/train=0.364, alignment/train=0.0905, uniformity/train=-3.39, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 53%|█████▎ | 247/469 [00:23<00:21, 10.39it/s, v_num=9, loss/train=0.364, alignment/train=0.0905, uniformity/train=-3.39, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 53%|█████▎ | 247/469 [00:23<00:21, 10.39it/s, v_num=9, loss/train=0.385, alignment/train=0.101, uniformity/train=-3.42, contrastive_acc/train=0.973, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 53%|█████▎ | 248/469 [00:23<00:21, 10.39it/s, v_num=9, loss/train=0.385, alignment/train=0.101, uniformity/train=-3.42, contrastive_acc/train=0.973, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 53%|█████▎ | 248/469 [00:23<00:21, 10.39it/s, v_num=9, loss/train=0.370, alignment/train=0.0985, uniformity/train=-3.42, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 53%|█████▎ | 249/469 [00:23<00:21, 10.40it/s, v_num=9, loss/train=0.370, alignment/train=0.0985, uniformity/train=-3.42, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 53%|█████▎ | 249/469 [00:23<00:21, 10.40it/s, v_num=9, loss/train=0.415, alignment/train=0.0914, uniformity/train=-3.38, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 53%|█████▎ | 250/469 [00:24<00:21, 10.41it/s, v_num=9, loss/train=0.415, alignment/train=0.0914, uniformity/train=-3.38, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 53%|█████▎ | 250/469 [00:24<00:21, 10.41it/s, v_num=9, loss/train=0.324, alignment/train=0.102, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 54%|█████▎ | 251/469 [00:24<00:20, 10.41it/s, v_num=9, loss/train=0.324, alignment/train=0.102, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 54%|█████▎ | 251/469 [00:24<00:20, 10.41it/s, v_num=9, loss/train=0.399, alignment/train=0.109, uniformity/train=-3.43, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 54%|█████▎ | 252/469 [00:24<00:20, 10.39it/s, v_num=9, loss/train=0.399, alignment/train=0.109, uniformity/train=-3.43, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 54%|█████▎ | 252/469 [00:24<00:20, 10.39it/s, v_num=9, loss/train=0.316, alignment/train=0.0881, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 54%|█████▍ | 253/469 [00:24<00:20, 10.40it/s, v_num=9, loss/train=0.316, alignment/train=0.0881, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 54%|█████▍ | 253/469 [00:24<00:20, 10.40it/s, v_num=9, loss/train=0.311, alignment/train=0.105, uniformity/train=-3.49, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 54%|█████▍ | 254/469 [00:24<00:20, 10.42it/s, v_num=9, loss/train=0.311, alignment/train=0.105, uniformity/train=-3.49, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 54%|█████▍ | 254/469 [00:24<00:20, 10.42it/s, v_num=9, loss/train=0.391, alignment/train=0.117, uniformity/train=-3.43, contrastive_acc/train=0.980, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 54%|█████▍ | 255/469 [00:24<00:20, 10.43it/s, v_num=9, loss/train=0.391, alignment/train=0.117, uniformity/train=-3.43, contrastive_acc/train=0.980, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 54%|█████▍ | 255/469 [00:24<00:20, 10.43it/s, v_num=9, loss/train=0.318, alignment/train=0.085, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 55%|█████▍ | 256/469 [00:24<00:20, 10.43it/s, v_num=9, loss/train=0.318, alignment/train=0.085, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 55%|█████▍ | 256/469 [00:24<00:20, 10.43it/s, v_num=9, loss/train=0.362, alignment/train=0.105, uniformity/train=-3.41, contrastive_acc/train=0.980, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 55%|█████▍ | 257/469 [00:24<00:20, 10.40it/s, v_num=9, loss/train=0.362, alignment/train=0.105, uniformity/train=-3.41, contrastive_acc/train=0.980, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 55%|█████▍ | 257/469 [00:24<00:20, 10.40it/s, v_num=9, loss/train=0.391, alignment/train=0.109, uniformity/train=-3.38, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 55%|█████▌ | 258/469 [00:24<00:20, 10.41it/s, v_num=9, loss/train=0.391, alignment/train=0.109, uniformity/train=-3.38, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 55%|█████▌ | 258/469 [00:24<00:20, 10.41it/s, v_num=9, loss/train=0.282, alignment/train=0.0849, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 55%|█████▌ | 259/469 [00:24<00:20, 10.43it/s, v_num=9, loss/train=0.282, alignment/train=0.0849, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 55%|█████▌ | 259/469 [00:24<00:20, 10.43it/s, v_num=9, loss/train=0.338, alignment/train=0.0877, uniformity/train=-3.42, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 55%|█████▌ | 260/469 [00:24<00:20, 10.43it/s, v_num=9, loss/train=0.338, alignment/train=0.0877, uniformity/train=-3.42, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 55%|█████▌ | 260/469 [00:24<00:20, 10.43it/s, v_num=9, loss/train=0.388, alignment/train=0.107, uniformity/train=-3.37, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 56%|█████▌ | 261/469 [00:25<00:19, 10.43it/s, v_num=9, loss/train=0.388, alignment/train=0.107, uniformity/train=-3.37, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 56%|█████▌ | 261/469 [00:25<00:19, 10.43it/s, v_num=9, loss/train=0.373, alignment/train=0.0968, uniformity/train=-3.42, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 56%|█████▌ | 262/469 [00:25<00:19, 10.42it/s, v_num=9, loss/train=0.373, alignment/train=0.0968, uniformity/train=-3.42, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 56%|█████▌ | 262/469 [00:25<00:19, 10.42it/s, v_num=9, loss/train=0.354, alignment/train=0.0891, uniformity/train=-3.42, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 56%|█████▌ | 263/469 [00:25<00:19, 10.42it/s, v_num=9, loss/train=0.354, alignment/train=0.0891, uniformity/train=-3.42, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 56%|█████▌ | 263/469 [00:25<00:19, 10.42it/s, v_num=9, loss/train=0.321, alignment/train=0.0931, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 56%|█████▋ | 264/469 [00:25<00:19, 10.44it/s, v_num=9, loss/train=0.321, alignment/train=0.0931, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 56%|█████▋ | 264/469 [00:25<00:19, 10.44it/s, v_num=9, loss/train=0.341, alignment/train=0.0933, uniformity/train=-3.38, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 57%|█████▋ | 265/469 [00:25<00:19, 10.44it/s, v_num=9, loss/train=0.341, alignment/train=0.0933, uniformity/train=-3.38, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 57%|█████▋ | 265/469 [00:25<00:19, 10.44it/s, v_num=9, loss/train=0.350, alignment/train=0.0892, uniformity/train=-3.38, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 57%|█████▋ | 266/469 [00:25<00:19, 10.43it/s, v_num=9, loss/train=0.350, alignment/train=0.0892, uniformity/train=-3.38, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 57%|█████▋ | 266/469 [00:25<00:19, 10.43it/s, v_num=9, loss/train=0.352, alignment/train=0.0949, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 57%|█████▋ | 267/469 [00:25<00:19, 10.44it/s, v_num=9, loss/train=0.352, alignment/train=0.0949, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 57%|█████▋ | 267/469 [00:25<00:19, 10.44it/s, v_num=9, loss/train=0.364, alignment/train=0.101, uniformity/train=-3.44, contrastive_acc/train=0.980, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 57%|█████▋ | 268/469 [00:25<00:19, 10.44it/s, v_num=9, loss/train=0.364, alignment/train=0.101, uniformity/train=-3.44, contrastive_acc/train=0.980, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 57%|█████▋ | 268/469 [00:25<00:19, 10.44it/s, v_num=9, loss/train=0.330, alignment/train=0.0906, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 57%|█████▋ | 269/469 [00:25<00:19, 10.46it/s, v_num=9, loss/train=0.330, alignment/train=0.0906, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 57%|█████▋ | 269/469 [00:25<00:19, 10.46it/s, v_num=9, loss/train=0.368, alignment/train=0.0957, uniformity/train=-3.38, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 58%|█████▊ | 270/469 [00:25<00:19, 10.45it/s, v_num=9, loss/train=0.368, alignment/train=0.0957, uniformity/train=-3.38, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 58%|█████▊ | 270/469 [00:25<00:19, 10.45it/s, v_num=9, loss/train=0.300, alignment/train=0.0923, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 58%|█████▊ | 271/469 [00:25<00:18, 10.45it/s, v_num=9, loss/train=0.300, alignment/train=0.0923, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 58%|█████▊ | 271/469 [00:25<00:18, 10.45it/s, v_num=9, loss/train=0.397, alignment/train=0.112, uniformity/train=-3.43, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 58%|█████▊ | 272/469 [00:26<00:18, 10.45it/s, v_num=9, loss/train=0.397, alignment/train=0.112, uniformity/train=-3.43, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 58%|█████▊ | 272/469 [00:26<00:18, 10.45it/s, v_num=9, loss/train=0.331, alignment/train=0.0909, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 58%|█████▊ | 273/469 [00:26<00:18, 10.47it/s, v_num=9, loss/train=0.331, alignment/train=0.0909, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 58%|█████▊ | 273/469 [00:26<00:18, 10.47it/s, v_num=9, loss/train=0.320, alignment/train=0.0858, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 58%|█████▊ | 274/469 [00:26<00:18, 10.46it/s, v_num=9, loss/train=0.320, alignment/train=0.0858, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 58%|█████▊ | 274/469 [00:26<00:18, 10.46it/s, v_num=9, loss/train=0.345, alignment/train=0.106, uniformity/train=-3.44, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 59%|█████▊ | 275/469 [00:26<00:18, 10.46it/s, v_num=9, loss/train=0.345, alignment/train=0.106, uniformity/train=-3.44, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 59%|█████▊ | 275/469 [00:26<00:18, 10.46it/s, v_num=9, loss/train=0.393, alignment/train=0.102, uniformity/train=-3.44, contrastive_acc/train=0.957, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 59%|█████▉ | 276/469 [00:26<00:18, 10.47it/s, v_num=9, loss/train=0.393, alignment/train=0.102, uniformity/train=-3.44, contrastive_acc/train=0.957, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 59%|█████▉ | 276/469 [00:26<00:18, 10.47it/s, v_num=9, loss/train=0.336, alignment/train=0.0939, uniformity/train=-3.42, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 59%|█████▉ | 277/469 [00:26<00:18, 10.49it/s, v_num=9, loss/train=0.336, alignment/train=0.0939, uniformity/train=-3.42, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 59%|█████▉ | 277/469 [00:26<00:18, 10.49it/s, v_num=9, loss/train=0.297, alignment/train=0.0906, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 59%|█████▉ | 278/469 [00:26<00:18, 10.48it/s, v_num=9, loss/train=0.297, alignment/train=0.0906, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 59%|█████▉ | 278/469 [00:26<00:18, 10.48it/s, v_num=9, loss/train=0.342, alignment/train=0.0969, uniformity/train=-3.42, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 59%|█████▉ | 279/469 [00:26<00:18, 10.47it/s, v_num=9, loss/train=0.342, alignment/train=0.0969, uniformity/train=-3.42, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 59%|█████▉ | 279/469 [00:26<00:18, 10.47it/s, v_num=9, loss/train=0.314, alignment/train=0.0885, uniformity/train=-3.44, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 60%|█████▉ | 280/469 [00:26<00:18, 10.47it/s, v_num=9, loss/train=0.314, alignment/train=0.0885, uniformity/train=-3.44, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 60%|█████▉ | 280/469 [00:26<00:18, 10.47it/s, v_num=9, loss/train=0.385, alignment/train=0.107, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 60%|█████▉ | 281/469 [00:26<00:17, 10.48it/s, v_num=9, loss/train=0.385, alignment/train=0.107, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 60%|█████▉ | 281/469 [00:26<00:17, 10.48it/s, v_num=9, loss/train=0.352, alignment/train=0.0968, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 60%|██████ | 282/469 [00:26<00:17, 10.49it/s, v_num=9, loss/train=0.352, alignment/train=0.0968, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 60%|██████ | 282/469 [00:26<00:17, 10.49it/s, v_num=9, loss/train=0.326, alignment/train=0.0912, uniformity/train=-3.40, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 60%|██████ | 283/469 [00:27<00:17, 10.47it/s, v_num=9, loss/train=0.326, alignment/train=0.0912, uniformity/train=-3.40, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 60%|██████ | 283/469 [00:27<00:17, 10.47it/s, v_num=9, loss/train=0.313, alignment/train=0.0972, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 61%|██████ | 284/469 [00:27<00:17, 10.49it/s, v_num=9, loss/train=0.313, alignment/train=0.0972, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 61%|██████ | 284/469 [00:27<00:17, 10.49it/s, v_num=9, loss/train=0.327, alignment/train=0.106, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 61%|██████ | 285/469 [00:27<00:17, 10.50it/s, v_num=9, loss/train=0.327, alignment/train=0.106, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 61%|██████ | 285/469 [00:27<00:17, 10.50it/s, v_num=9, loss/train=0.381, alignment/train=0.115, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 61%|██████ | 286/469 [00:27<00:17, 10.50it/s, v_num=9, loss/train=0.381, alignment/train=0.115, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 61%|██████ | 286/469 [00:27<00:17, 10.50it/s, v_num=9, loss/train=0.363, alignment/train=0.103, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 61%|██████ | 287/469 [00:27<00:17, 10.48it/s, v_num=9, loss/train=0.363, alignment/train=0.103, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 61%|██████ | 287/469 [00:27<00:17, 10.48it/s, v_num=9, loss/train=0.400, alignment/train=0.121, uniformity/train=-3.42, contrastive_acc/train=0.965, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 61%|██████▏ | 288/469 [00:27<00:17, 10.49it/s, v_num=9, loss/train=0.400, alignment/train=0.121, uniformity/train=-3.42, contrastive_acc/train=0.965, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 61%|██████▏ | 288/469 [00:27<00:17, 10.49it/s, v_num=9, loss/train=0.317, alignment/train=0.103, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 62%|██████▏ | 289/469 [00:27<00:17, 10.50it/s, v_num=9, loss/train=0.317, alignment/train=0.103, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 62%|██████▏ | 289/469 [00:27<00:17, 10.50it/s, v_num=9, loss/train=0.359, alignment/train=0.110, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 62%|██████▏ | 290/469 [00:27<00:17, 10.50it/s, v_num=9, loss/train=0.359, alignment/train=0.110, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 62%|██████▏ | 290/469 [00:27<00:17, 10.50it/s, v_num=9, loss/train=0.407, alignment/train=0.105, uniformity/train=-3.38, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 62%|██████▏ | 291/469 [00:27<00:16, 10.50it/s, v_num=9, loss/train=0.407, alignment/train=0.105, uniformity/train=-3.38, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 62%|██████▏ | 291/469 [00:27<00:16, 10.50it/s, v_num=9, loss/train=0.353, alignment/train=0.0987, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 62%|██████▏ | 292/469 [00:27<00:16, 10.51it/s, v_num=9, loss/train=0.353, alignment/train=0.0987, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 62%|██████▏ | 292/469 [00:27<00:16, 10.51it/s, v_num=9, loss/train=0.378, alignment/train=0.0935, uniformity/train=-3.34, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 62%|██████▏ | 293/469 [00:27<00:16, 10.53it/s, v_num=9, loss/train=0.378, alignment/train=0.0935, uniformity/train=-3.34, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 62%|██████▏ | 293/469 [00:27<00:16, 10.53it/s, v_num=9, loss/train=0.312, alignment/train=0.0823, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 63%|██████▎ | 294/469 [00:27<00:16, 10.54it/s, v_num=9, loss/train=0.312, alignment/train=0.0823, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 63%|██████▎ | 294/469 [00:27<00:16, 10.54it/s, v_num=9, loss/train=0.348, alignment/train=0.097, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 63%|██████▎ | 295/469 [00:27<00:16, 10.55it/s, v_num=9, loss/train=0.348, alignment/train=0.097, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 63%|██████▎ | 295/469 [00:27<00:16, 10.55it/s, v_num=9, loss/train=0.407, alignment/train=0.0939, uniformity/train=-3.39, contrastive_acc/train=0.980, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 63%|██████▎ | 296/469 [00:28<00:16, 10.54it/s, v_num=9, loss/train=0.407, alignment/train=0.0939, uniformity/train=-3.39, contrastive_acc/train=0.980, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 63%|██████▎ | 296/469 [00:28<00:16, 10.54it/s, v_num=9, loss/train=0.382, alignment/train=0.102, uniformity/train=-3.39, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 63%|██████▎ | 297/469 [00:28<00:16, 10.50it/s, v_num=9, loss/train=0.382, alignment/train=0.102, uniformity/train=-3.39, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 63%|██████▎ | 297/469 [00:28<00:16, 10.50it/s, v_num=9, loss/train=0.364, alignment/train=0.107, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 64%|██████▎ | 298/469 [00:28<00:16, 10.51it/s, v_num=9, loss/train=0.364, alignment/train=0.107, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 64%|██████▎ | 298/469 [00:28<00:16, 10.51it/s, v_num=9, loss/train=0.335, alignment/train=0.0878, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 64%|██████▍ | 299/469 [00:28<00:16, 10.53it/s, v_num=9, loss/train=0.335, alignment/train=0.0878, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 64%|██████▍ | 299/469 [00:28<00:16, 10.53it/s, v_num=9, loss/train=0.345, alignment/train=0.0967, uniformity/train=-3.45, contrastive_acc/train=0.977, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 64%|██████▍ | 300/469 [00:28<00:16, 10.54it/s, v_num=9, loss/train=0.345, alignment/train=0.0967, uniformity/train=-3.45, contrastive_acc/train=0.977, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 64%|██████▍ | 300/469 [00:28<00:16, 10.54it/s, v_num=9, loss/train=0.355, alignment/train=0.093, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 64%|██████▍ | 301/469 [00:28<00:15, 10.51it/s, v_num=9, loss/train=0.355, alignment/train=0.093, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 64%|██████▍ | 301/469 [00:28<00:15, 10.51it/s, v_num=9, loss/train=0.402, alignment/train=0.0963, uniformity/train=-3.38, contrastive_acc/train=0.977, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 64%|██████▍ | 302/469 [00:28<00:15, 10.52it/s, v_num=9, loss/train=0.402, alignment/train=0.0963, uniformity/train=-3.38, contrastive_acc/train=0.977, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 64%|██████▍ | 302/469 [00:28<00:15, 10.52it/s, v_num=9, loss/train=0.329, alignment/train=0.0753, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 65%|██████▍ | 303/469 [00:28<00:15, 10.53it/s, v_num=9, loss/train=0.329, alignment/train=0.0753, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 65%|██████▍ | 303/469 [00:28<00:15, 10.53it/s, v_num=9, loss/train=0.372, alignment/train=0.107, uniformity/train=-3.43, contrastive_acc/train=0.980, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 65%|██████▍ | 304/469 [00:28<00:15, 10.54it/s, v_num=9, loss/train=0.372, alignment/train=0.107, uniformity/train=-3.43, contrastive_acc/train=0.980, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 65%|██████▍ | 304/469 [00:28<00:15, 10.54it/s, v_num=9, loss/train=0.322, alignment/train=0.0912, uniformity/train=-3.42, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 65%|██████▌ | 305/469 [00:28<00:15, 10.55it/s, v_num=9, loss/train=0.322, alignment/train=0.0912, uniformity/train=-3.42, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 65%|██████▌ | 305/469 [00:28<00:15, 10.55it/s, v_num=9, loss/train=0.315, alignment/train=0.0981, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 65%|██████▌ | 306/469 [00:29<00:15, 10.53it/s, v_num=9, loss/train=0.315, alignment/train=0.0981, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 65%|██████▌ | 306/469 [00:29<00:15, 10.53it/s, v_num=9, loss/train=0.339, alignment/train=0.106, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 65%|██████▌ | 307/469 [00:29<00:15, 10.52it/s, v_num=9, loss/train=0.339, alignment/train=0.106, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 65%|██████▌ | 307/469 [00:29<00:15, 10.52it/s, v_num=9, loss/train=0.309, alignment/train=0.090, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 66%|██████▌ | 308/469 [00:29<00:15, 10.54it/s, v_num=9, loss/train=0.309, alignment/train=0.090, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 66%|██████▌ | 308/469 [00:29<00:15, 10.54it/s, v_num=9, loss/train=0.323, alignment/train=0.107, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 66%|██████▌ | 309/469 [00:29<00:15, 10.54it/s, v_num=9, loss/train=0.323, alignment/train=0.107, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 66%|██████▌ | 309/469 [00:29<00:15, 10.54it/s, v_num=9, loss/train=0.357, alignment/train=0.112, uniformity/train=-3.44, contrastive_acc/train=0.980, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 66%|██████▌ | 310/469 [00:29<00:15, 10.55it/s, v_num=9, loss/train=0.357, alignment/train=0.112, uniformity/train=-3.44, contrastive_acc/train=0.980, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 66%|██████▌ | 310/469 [00:29<00:15, 10.55it/s, v_num=9, loss/train=0.322, alignment/train=0.0897, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 66%|██████▋ | 311/469 [00:29<00:14, 10.54it/s, v_num=9, loss/train=0.322, alignment/train=0.0897, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 66%|██████▋ | 311/469 [00:29<00:14, 10.54it/s, v_num=9, loss/train=0.302, alignment/train=0.0938, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 67%|██████▋ | 312/469 [00:29<00:14, 10.54it/s, v_num=9, loss/train=0.302, alignment/train=0.0938, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 67%|██████▋ | 312/469 [00:29<00:14, 10.54it/s, v_num=9, loss/train=0.369, alignment/train=0.0981, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 67%|██████▋ | 313/469 [00:29<00:14, 10.54it/s, v_num=9, loss/train=0.369, alignment/train=0.0981, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 67%|██████▋ | 313/469 [00:29<00:14, 10.54it/s, v_num=9, loss/train=0.450, alignment/train=0.114, uniformity/train=-3.42, contrastive_acc/train=0.973, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 67%|██████▋ | 314/469 [00:29<00:14, 10.55it/s, v_num=9, loss/train=0.450, alignment/train=0.114, uniformity/train=-3.42, contrastive_acc/train=0.973, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 67%|██████▋ | 314/469 [00:29<00:14, 10.54it/s, v_num=9, loss/train=0.324, alignment/train=0.106, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 67%|██████▋ | 315/469 [00:29<00:14, 10.56it/s, v_num=9, loss/train=0.324, alignment/train=0.106, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 67%|██████▋ | 315/469 [00:29<00:14, 10.56it/s, v_num=9, loss/train=0.328, alignment/train=0.0932, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 67%|██████▋ | 316/469 [00:29<00:14, 10.55it/s, v_num=9, loss/train=0.328, alignment/train=0.0932, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 67%|██████▋ | 316/469 [00:29<00:14, 10.54it/s, v_num=9, loss/train=0.369, alignment/train=0.0989, uniformity/train=-3.40, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 68%|██████▊ | 317/469 [00:30<00:14, 10.56it/s, v_num=9, loss/train=0.369, alignment/train=0.0989, uniformity/train=-3.40, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 68%|██████▊ | 317/469 [00:30<00:14, 10.56it/s, v_num=9, loss/train=0.331, alignment/train=0.087, uniformity/train=-3.42, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 68%|██████▊ | 318/469 [00:30<00:14, 10.57it/s, v_num=9, loss/train=0.331, alignment/train=0.087, uniformity/train=-3.42, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 68%|██████▊ | 318/469 [00:30<00:14, 10.57it/s, v_num=9, loss/train=0.365, alignment/train=0.103, uniformity/train=-3.44, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 68%|██████▊ | 319/469 [00:30<00:14, 10.57it/s, v_num=9, loss/train=0.365, alignment/train=0.103, uniformity/train=-3.44, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 68%|██████▊ | 319/469 [00:30<00:14, 10.57it/s, v_num=9, loss/train=0.303, alignment/train=0.0883, uniformity/train=-3.42, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 68%|██████▊ | 320/469 [00:30<00:14, 10.55it/s, v_num=9, loss/train=0.303, alignment/train=0.0883, uniformity/train=-3.42, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 68%|██████▊ | 320/469 [00:30<00:14, 10.54it/s, v_num=9, loss/train=0.281, alignment/train=0.0852, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 68%|██████▊ | 321/469 [00:30<00:14, 10.56it/s, v_num=9, loss/train=0.281, alignment/train=0.0852, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 68%|██████▊ | 321/469 [00:30<00:14, 10.56it/s, v_num=9, loss/train=0.319, alignment/train=0.0885, uniformity/train=-3.40, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 69%|██████▊ | 322/469 [00:30<00:13, 10.57it/s, v_num=9, loss/train=0.319, alignment/train=0.0885, uniformity/train=-3.40, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 69%|██████▊ | 322/469 [00:30<00:13, 10.57it/s, v_num=9, loss/train=0.306, alignment/train=0.0838, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 69%|██████▉ | 323/469 [00:30<00:13, 10.57it/s, v_num=9, loss/train=0.306, alignment/train=0.0838, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 69%|██████▉ | 323/469 [00:30<00:13, 10.57it/s, v_num=9, loss/train=0.416, alignment/train=0.0993, uniformity/train=-3.42, contrastive_acc/train=0.980, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 69%|██████▉ | 324/469 [00:30<00:13, 10.57it/s, v_num=9, loss/train=0.416, alignment/train=0.0993, uniformity/train=-3.42, contrastive_acc/train=0.980, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 69%|██████▉ | 324/469 [00:30<00:13, 10.57it/s, v_num=9, loss/train=0.360, alignment/train=0.0983, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 69%|██████▉ | 325/469 [00:30<00:13, 10.58it/s, v_num=9, loss/train=0.360, alignment/train=0.0983, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 69%|██████▉ | 325/469 [00:30<00:13, 10.58it/s, v_num=9, loss/train=0.340, alignment/train=0.0952, uniformity/train=-3.42, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 70%|██████▉ | 326/469 [00:30<00:13, 10.59it/s, v_num=9, loss/train=0.340, alignment/train=0.0952, uniformity/train=-3.42, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 70%|██████▉ | 326/469 [00:30<00:13, 10.59it/s, v_num=9, loss/train=0.437, alignment/train=0.110, uniformity/train=-3.37, contrastive_acc/train=0.980, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 70%|██████▉ | 327/469 [00:30<00:13, 10.58it/s, v_num=9, loss/train=0.437, alignment/train=0.110, uniformity/train=-3.37, contrastive_acc/train=0.980, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 70%|██████▉ | 327/469 [00:30<00:13, 10.58it/s, v_num=9, loss/train=0.308, alignment/train=0.0858, uniformity/train=-3.47, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 70%|██████▉ | 328/469 [00:31<00:13, 10.57it/s, v_num=9, loss/train=0.308, alignment/train=0.0858, uniformity/train=-3.47, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 70%|██████▉ | 328/469 [00:31<00:13, 10.57it/s, v_num=9, loss/train=0.319, alignment/train=0.0896, uniformity/train=-3.42, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 70%|███████ | 329/469 [00:31<00:13, 10.58it/s, v_num=9, loss/train=0.319, alignment/train=0.0896, uniformity/train=-3.42, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 70%|███████ | 329/469 [00:31<00:13, 10.58it/s, v_num=9, loss/train=0.315, alignment/train=0.101, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 70%|███████ | 330/469 [00:31<00:13, 10.58it/s, v_num=9, loss/train=0.315, alignment/train=0.101, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 70%|███████ | 330/469 [00:31<00:13, 10.58it/s, v_num=9, loss/train=0.363, alignment/train=0.098, uniformity/train=-3.40, contrastive_acc/train=0.977, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 71%|███████ | 331/469 [00:31<00:13, 10.58it/s, v_num=9, loss/train=0.363, alignment/train=0.098, uniformity/train=-3.40, contrastive_acc/train=0.977, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 71%|███████ | 331/469 [00:31<00:13, 10.58it/s, v_num=9, loss/train=0.333, alignment/train=0.0936, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 71%|███████ | 332/469 [00:31<00:12, 10.60it/s, v_num=9, loss/train=0.333, alignment/train=0.0936, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 71%|███████ | 332/469 [00:31<00:12, 10.60it/s, v_num=9, loss/train=0.324, alignment/train=0.100, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 71%|███████ | 333/469 [00:31<00:12, 10.59it/s, v_num=9, loss/train=0.324, alignment/train=0.100, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 71%|███████ | 333/469 [00:31<00:12, 10.59it/s, v_num=9, loss/train=0.351, alignment/train=0.0943, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 71%|███████ | 334/469 [00:31<00:12, 10.59it/s, v_num=9, loss/train=0.351, alignment/train=0.0943, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 71%|███████ | 334/469 [00:31<00:12, 10.59it/s, v_num=9, loss/train=0.389, alignment/train=0.101, uniformity/train=-3.41, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 71%|███████▏ | 335/469 [00:31<00:12, 10.59it/s, v_num=9, loss/train=0.389, alignment/train=0.101, uniformity/train=-3.41, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 71%|███████▏ | 335/469 [00:31<00:12, 10.59it/s, v_num=9, loss/train=0.319, alignment/train=0.0855, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 72%|███████▏ | 336/469 [00:31<00:12, 10.59it/s, v_num=9, loss/train=0.319, alignment/train=0.0855, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 72%|███████▏ | 336/469 [00:31<00:12, 10.59it/s, v_num=9, loss/train=0.312, alignment/train=0.0865, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 72%|███████▏ | 337/469 [00:31<00:12, 10.60it/s, v_num=9, loss/train=0.312, alignment/train=0.0865, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 72%|███████▏ | 337/469 [00:31<00:12, 10.60it/s, v_num=9, loss/train=0.320, alignment/train=0.103, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 72%|███████▏ | 338/469 [00:31<00:12, 10.60it/s, v_num=9, loss/train=0.320, alignment/train=0.103, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 72%|███████▏ | 338/469 [00:31<00:12, 10.60it/s, v_num=9, loss/train=0.328, alignment/train=0.100, uniformity/train=-3.42, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 72%|███████▏ | 339/469 [00:31<00:12, 10.61it/s, v_num=9, loss/train=0.328, alignment/train=0.100, uniformity/train=-3.42, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 72%|███████▏ | 339/469 [00:31<00:12, 10.61it/s, v_num=9, loss/train=0.348, alignment/train=0.0948, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 72%|███████▏ | 340/469 [00:32<00:12, 10.60it/s, v_num=9, loss/train=0.348, alignment/train=0.0948, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 72%|███████▏ | 340/469 [00:32<00:12, 10.60it/s, v_num=9, loss/train=0.352, alignment/train=0.0997, uniformity/train=-3.41, contrastive_acc/train=0.980, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 73%|███████▎ | 341/469 [00:32<00:12, 10.59it/s, v_num=9, loss/train=0.352, alignment/train=0.0997, uniformity/train=-3.41, contrastive_acc/train=0.980, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 73%|███████▎ | 341/469 [00:32<00:12, 10.59it/s, v_num=9, loss/train=0.368, alignment/train=0.0889, uniformity/train=-3.42, contrastive_acc/train=0.977, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 73%|███████▎ | 342/469 [00:32<00:11, 10.60it/s, v_num=9, loss/train=0.368, alignment/train=0.0889, uniformity/train=-3.42, contrastive_acc/train=0.977, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 73%|███████▎ | 342/469 [00:32<00:11, 10.60it/s, v_num=9, loss/train=0.346, alignment/train=0.0962, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 73%|███████▎ | 343/469 [00:32<00:11, 10.60it/s, v_num=9, loss/train=0.346, alignment/train=0.0962, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 73%|███████▎ | 343/469 [00:32<00:11, 10.60it/s, v_num=9, loss/train=0.344, alignment/train=0.0951, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 73%|███████▎ | 344/469 [00:32<00:11, 10.62it/s, v_num=9, loss/train=0.344, alignment/train=0.0951, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 73%|███████▎ | 344/469 [00:32<00:11, 10.62it/s, v_num=9, loss/train=0.366, alignment/train=0.0977, uniformity/train=-3.42, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 74%|███████▎ | 345/469 [00:32<00:11, 10.62it/s, v_num=9, loss/train=0.366, alignment/train=0.0977, uniformity/train=-3.42, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 74%|███████▎ | 345/469 [00:32<00:11, 10.62it/s, v_num=9, loss/train=0.306, alignment/train=0.090, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 74%|███████▍ | 346/469 [00:32<00:11, 10.62it/s, v_num=9, loss/train=0.306, alignment/train=0.090, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 74%|███████▍ | 346/469 [00:32<00:11, 10.62it/s, v_num=9, loss/train=0.339, alignment/train=0.0899, uniformity/train=-3.41, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 74%|███████▍ | 347/469 [00:32<00:11, 10.61it/s, v_num=9, loss/train=0.339, alignment/train=0.0899, uniformity/train=-3.41, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 74%|███████▍ | 347/469 [00:32<00:11, 10.61it/s, v_num=9, loss/train=0.373, alignment/train=0.104, uniformity/train=-3.41, contrastive_acc/train=0.977, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 74%|███████▍ | 348/469 [00:32<00:11, 10.62it/s, v_num=9, loss/train=0.373, alignment/train=0.104, uniformity/train=-3.41, contrastive_acc/train=0.977, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 74%|███████▍ | 348/469 [00:32<00:11, 10.62it/s, v_num=9, loss/train=0.379, alignment/train=0.108, uniformity/train=-3.43, contrastive_acc/train=0.973, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 74%|███████▍ | 349/469 [00:32<00:11, 10.62it/s, v_num=9, loss/train=0.379, alignment/train=0.108, uniformity/train=-3.43, contrastive_acc/train=0.973, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 74%|███████▍ | 349/469 [00:32<00:11, 10.62it/s, v_num=9, loss/train=0.332, alignment/train=0.107, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 75%|███████▍ | 350/469 [00:32<00:11, 10.62it/s, v_num=9, loss/train=0.332, alignment/train=0.107, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 75%|███████▍ | 350/469 [00:32<00:11, 10.62it/s, v_num=9, loss/train=0.329, alignment/train=0.0983, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 75%|███████▍ | 351/469 [00:33<00:11, 10.62it/s, v_num=9, loss/train=0.329, alignment/train=0.0983, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 75%|███████▍ | 351/469 [00:33<00:11, 10.62it/s, v_num=9, loss/train=0.383, alignment/train=0.100, uniformity/train=-3.41, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 75%|███████▌ | 352/469 [00:33<00:11, 10.62it/s, v_num=9, loss/train=0.383, alignment/train=0.100, uniformity/train=-3.41, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 75%|███████▌ | 352/469 [00:33<00:11, 10.62it/s, v_num=9, loss/train=0.369, alignment/train=0.101, uniformity/train=-3.40, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 75%|███████▌ | 353/469 [00:33<00:10, 10.62it/s, v_num=9, loss/train=0.369, alignment/train=0.101, uniformity/train=-3.40, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 75%|███████▌ | 353/469 [00:33<00:10, 10.62it/s, v_num=9, loss/train=0.375, alignment/train=0.095, uniformity/train=-3.39, contrastive_acc/train=0.980, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 75%|███████▌ | 354/469 [00:33<00:10, 10.62it/s, v_num=9, loss/train=0.375, alignment/train=0.095, uniformity/train=-3.39, contrastive_acc/train=0.980, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 75%|███████▌ | 354/469 [00:33<00:10, 10.62it/s, v_num=9, loss/train=0.369, alignment/train=0.095, uniformity/train=-3.39, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 76%|███████▌ | 355/469 [00:33<00:10, 10.63it/s, v_num=9, loss/train=0.369, alignment/train=0.095, uniformity/train=-3.39, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 76%|███████▌ | 355/469 [00:33<00:10, 10.62it/s, v_num=9, loss/train=0.329, alignment/train=0.111, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 76%|███████▌ | 356/469 [00:33<00:10, 10.64it/s, v_num=9, loss/train=0.329, alignment/train=0.111, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 76%|███████▌ | 356/469 [00:33<00:10, 10.64it/s, v_num=9, loss/train=0.343, alignment/train=0.0801, uniformity/train=-3.39, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 76%|███████▌ | 357/469 [00:33<00:10, 10.63it/s, v_num=9, loss/train=0.343, alignment/train=0.0801, uniformity/train=-3.39, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 76%|███████▌ | 357/469 [00:33<00:10, 10.63it/s, v_num=9, loss/train=0.328, alignment/train=0.0912, uniformity/train=-3.40, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 76%|███████▋ | 358/469 [00:33<00:10, 10.63it/s, v_num=9, loss/train=0.328, alignment/train=0.0912, uniformity/train=-3.40, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 76%|███████▋ | 358/469 [00:33<00:10, 10.63it/s, v_num=9, loss/train=0.346, alignment/train=0.101, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 77%|███████▋ | 359/469 [00:33<00:10, 10.64it/s, v_num=9, loss/train=0.346, alignment/train=0.101, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 77%|███████▋ | 359/469 [00:33<00:10, 10.64it/s, v_num=9, loss/train=0.342, alignment/train=0.0832, uniformity/train=-3.42, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 77%|███████▋ | 360/469 [00:33<00:10, 10.65it/s, v_num=9, loss/train=0.342, alignment/train=0.0832, uniformity/train=-3.42, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 77%|███████▋ | 360/469 [00:33<00:10, 10.65it/s, v_num=9, loss/train=0.306, alignment/train=0.0953, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 77%|███████▋ | 361/469 [00:33<00:10, 10.65it/s, v_num=9, loss/train=0.306, alignment/train=0.0953, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 77%|███████▋ | 361/469 [00:33<00:10, 10.65it/s, v_num=9, loss/train=0.366, alignment/train=0.0965, uniformity/train=-3.42, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 77%|███████▋ | 362/469 [00:34<00:10, 10.63it/s, v_num=9, loss/train=0.366, alignment/train=0.0965, uniformity/train=-3.42, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 77%|███████▋ | 362/469 [00:34<00:10, 10.63it/s, v_num=9, loss/train=0.392, alignment/train=0.0922, uniformity/train=-3.40, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 77%|███████▋ | 363/469 [00:34<00:09, 10.63it/s, v_num=9, loss/train=0.392, alignment/train=0.0922, uniformity/train=-3.40, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 77%|███████▋ | 363/469 [00:34<00:09, 10.63it/s, v_num=9, loss/train=0.319, alignment/train=0.0889, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 78%|███████▊ | 364/469 [00:34<00:09, 10.64it/s, v_num=9, loss/train=0.319, alignment/train=0.0889, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 78%|███████▊ | 364/469 [00:34<00:09, 10.64it/s, v_num=9, loss/train=0.390, alignment/train=0.0993, uniformity/train=-3.42, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 78%|███████▊ | 365/469 [00:34<00:09, 10.65it/s, v_num=9, loss/train=0.390, alignment/train=0.0993, uniformity/train=-3.42, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 78%|███████▊ | 365/469 [00:34<00:09, 10.65it/s, v_num=9, loss/train=0.299, alignment/train=0.0995, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 78%|███████▊ | 366/469 [00:34<00:09, 10.66it/s, v_num=9, loss/train=0.299, alignment/train=0.0995, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 78%|███████▊ | 366/469 [00:34<00:09, 10.66it/s, v_num=9, loss/train=0.306, alignment/train=0.0895, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 78%|███████▊ | 367/469 [00:34<00:09, 10.65it/s, v_num=9, loss/train=0.306, alignment/train=0.0895, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 78%|███████▊ | 367/469 [00:34<00:09, 10.65it/s, v_num=9, loss/train=0.398, alignment/train=0.109, uniformity/train=-3.45, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 78%|███████▊ | 368/469 [00:34<00:09, 10.65it/s, v_num=9, loss/train=0.398, alignment/train=0.109, uniformity/train=-3.45, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 78%|███████▊ | 368/469 [00:34<00:09, 10.65it/s, v_num=9, loss/train=0.315, alignment/train=0.0937, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 79%|███████▊ | 369/469 [00:34<00:09, 10.65it/s, v_num=9, loss/train=0.315, alignment/train=0.0937, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 79%|███████▊ | 369/469 [00:34<00:09, 10.65it/s, v_num=9, loss/train=0.389, alignment/train=0.106, uniformity/train=-3.43, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 79%|███████▉ | 370/469 [00:34<00:09, 10.64it/s, v_num=9, loss/train=0.389, alignment/train=0.106, uniformity/train=-3.43, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 79%|███████▉ | 370/469 [00:34<00:09, 10.64it/s, v_num=9, loss/train=0.309, alignment/train=0.0849, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 79%|███████▉ | 371/469 [00:34<00:09, 10.65it/s, v_num=9, loss/train=0.309, alignment/train=0.0849, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 79%|███████▉ | 371/469 [00:34<00:09, 10.65it/s, v_num=9, loss/train=0.287, alignment/train=0.0969, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 79%|███████▉ | 372/469 [00:34<00:09, 10.65it/s, v_num=9, loss/train=0.287, alignment/train=0.0969, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 79%|███████▉ | 372/469 [00:34<00:09, 10.65it/s, v_num=9, loss/train=0.333, alignment/train=0.0999, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 80%|███████▉ | 373/469 [00:35<00:09, 10.64it/s, v_num=9, loss/train=0.333, alignment/train=0.0999, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 80%|███████▉ | 373/469 [00:35<00:09, 10.64it/s, v_num=9, loss/train=0.338, alignment/train=0.103, uniformity/train=-3.47, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 80%|███████▉ | 374/469 [00:35<00:08, 10.65it/s, v_num=9, loss/train=0.338, alignment/train=0.103, uniformity/train=-3.47, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 80%|███████▉ | 374/469 [00:35<00:08, 10.65it/s, v_num=9, loss/train=0.347, alignment/train=0.0983, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 80%|███████▉ | 375/469 [00:35<00:08, 10.66it/s, v_num=9, loss/train=0.347, alignment/train=0.0983, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 80%|███████▉ | 375/469 [00:35<00:08, 10.66it/s, v_num=9, loss/train=0.310, alignment/train=0.108, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 80%|████████ | 376/469 [00:35<00:08, 10.67it/s, v_num=9, loss/train=0.310, alignment/train=0.108, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 80%|████████ | 376/469 [00:35<00:08, 10.67it/s, v_num=9, loss/train=0.324, alignment/train=0.090, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 80%|████████ | 377/469 [00:35<00:08, 10.66it/s, v_num=9, loss/train=0.324, alignment/train=0.090, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 80%|████████ | 377/469 [00:35<00:08, 10.66it/s, v_num=9, loss/train=0.342, alignment/train=0.092, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 81%|████████ | 378/469 [00:35<00:08, 10.66it/s, v_num=9, loss/train=0.342, alignment/train=0.092, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 81%|████████ | 378/469 [00:35<00:08, 10.66it/s, v_num=9, loss/train=0.306, alignment/train=0.0901, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 81%|████████ | 379/469 [00:35<00:08, 10.67it/s, v_num=9, loss/train=0.306, alignment/train=0.0901, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 81%|████████ | 379/469 [00:35<00:08, 10.67it/s, v_num=9, loss/train=0.342, alignment/train=0.104, uniformity/train=-3.47, contrastive_acc/train=0.980, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 81%|████████ | 380/469 [00:35<00:08, 10.67it/s, v_num=9, loss/train=0.342, alignment/train=0.104, uniformity/train=-3.47, contrastive_acc/train=0.980, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 81%|████████ | 380/469 [00:35<00:08, 10.67it/s, v_num=9, loss/train=0.273, alignment/train=0.0946, uniformity/train=-3.49, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 81%|████████ | 381/469 [00:35<00:08, 10.66it/s, v_num=9, loss/train=0.273, alignment/train=0.0946, uniformity/train=-3.49, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 81%|████████ | 381/469 [00:35<00:08, 10.66it/s, v_num=9, loss/train=0.331, alignment/train=0.0904, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 81%|████████▏ | 382/469 [00:35<00:08, 10.67it/s, v_num=9, loss/train=0.331, alignment/train=0.0904, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 81%|████████▏ | 382/469 [00:35<00:08, 10.67it/s, v_num=9, loss/train=0.357, alignment/train=0.0888, uniformity/train=-3.40, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 82%|████████▏ | 383/469 [00:35<00:08, 10.68it/s, v_num=9, loss/train=0.357, alignment/train=0.0888, uniformity/train=-3.40, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 82%|████████▏ | 383/469 [00:35<00:08, 10.68it/s, v_num=9, loss/train=0.382, alignment/train=0.0963, uniformity/train=-3.41, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 82%|████████▏ | 384/469 [00:36<00:07, 10.67it/s, v_num=9, loss/train=0.382, alignment/train=0.0963, uniformity/train=-3.41, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 82%|████████▏ | 384/469 [00:36<00:07, 10.67it/s, v_num=9, loss/train=0.383, alignment/train=0.108, uniformity/train=-3.43, contrastive_acc/train=0.973, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 82%|████████▏ | 385/469 [00:36<00:07, 10.67it/s, v_num=9, loss/train=0.383, alignment/train=0.108, uniformity/train=-3.43, contrastive_acc/train=0.973, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 82%|████████▏ | 385/469 [00:36<00:07, 10.67it/s, v_num=9, loss/train=0.275, alignment/train=0.104, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 82%|████████▏ | 386/469 [00:36<00:07, 10.66it/s, v_num=9, loss/train=0.275, alignment/train=0.104, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 82%|████████▏ | 386/469 [00:36<00:07, 10.66it/s, v_num=9, loss/train=0.336, alignment/train=0.113, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 83%|████████▎ | 387/469 [00:36<00:07, 10.67it/s, v_num=9, loss/train=0.336, alignment/train=0.113, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 83%|████████▎ | 387/469 [00:36<00:07, 10.67it/s, v_num=9, loss/train=0.347, alignment/train=0.0974, uniformity/train=-3.44, contrastive_acc/train=0.980, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 83%|████████▎ | 388/469 [00:36<00:07, 10.67it/s, v_num=9, loss/train=0.347, alignment/train=0.0974, uniformity/train=-3.44, contrastive_acc/train=0.980, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 83%|████████▎ | 388/469 [00:36<00:07, 10.67it/s, v_num=9, loss/train=0.296, alignment/train=0.0878, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 83%|████████▎ | 389/469 [00:36<00:07, 10.67it/s, v_num=9, loss/train=0.296, alignment/train=0.0878, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 83%|████████▎ | 389/469 [00:36<00:07, 10.67it/s, v_num=9, loss/train=0.361, alignment/train=0.101, uniformity/train=-3.42, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 83%|████████▎ | 390/469 [00:36<00:07, 10.68it/s, v_num=9, loss/train=0.361, alignment/train=0.101, uniformity/train=-3.42, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 83%|████████▎ | 390/469 [00:36<00:07, 10.68it/s, v_num=9, loss/train=0.323, alignment/train=0.101, uniformity/train=-3.45, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 83%|████████▎ | 391/469 [00:36<00:07, 10.69it/s, v_num=9, loss/train=0.323, alignment/train=0.101, uniformity/train=-3.45, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 83%|████████▎ | 391/469 [00:36<00:07, 10.69it/s, v_num=9, loss/train=0.263, alignment/train=0.0846, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 84%|████████▎ | 392/469 [00:36<00:07, 10.68it/s, v_num=9, loss/train=0.263, alignment/train=0.0846, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 84%|████████▎ | 392/469 [00:36<00:07, 10.68it/s, v_num=9, loss/train=0.303, alignment/train=0.103, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 84%|████████▍ | 393/469 [00:36<00:07, 10.68it/s, v_num=9, loss/train=0.303, alignment/train=0.103, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 84%|████████▍ | 393/469 [00:36<00:07, 10.68it/s, v_num=9, loss/train=0.336, alignment/train=0.0993, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 84%|████████▍ | 394/469 [00:36<00:07, 10.68it/s, v_num=9, loss/train=0.336, alignment/train=0.0993, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 84%|████████▍ | 394/469 [00:36<00:07, 10.68it/s, v_num=9, loss/train=0.329, alignment/train=0.0921, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 84%|████████▍ | 395/469 [00:36<00:06, 10.69it/s, v_num=9, loss/train=0.329, alignment/train=0.0921, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 84%|████████▍ | 395/469 [00:36<00:06, 10.69it/s, v_num=9, loss/train=0.335, alignment/train=0.0785, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 84%|████████▍ | 396/469 [00:37<00:06, 10.67it/s, v_num=9, loss/train=0.335, alignment/train=0.0785, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 84%|████████▍ | 396/469 [00:37<00:06, 10.67it/s, v_num=9, loss/train=0.311, alignment/train=0.0798, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 85%|████████▍ | 397/469 [00:37<00:06, 10.68it/s, v_num=9, loss/train=0.311, alignment/train=0.0798, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 85%|████████▍ | 397/469 [00:37<00:06, 10.68it/s, v_num=9, loss/train=0.313, alignment/train=0.103, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 85%|████████▍ | 398/469 [00:37<00:06, 10.69it/s, v_num=9, loss/train=0.313, alignment/train=0.103, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 85%|████████▍ | 398/469 [00:37<00:06, 10.69it/s, v_num=9, loss/train=0.340, alignment/train=0.106, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 85%|████████▌ | 399/469 [00:37<00:06, 10.70it/s, v_num=9, loss/train=0.340, alignment/train=0.106, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 85%|████████▌ | 399/469 [00:37<00:06, 10.70it/s, v_num=9, loss/train=0.278, alignment/train=0.0959, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 85%|████████▌ | 400/469 [00:37<00:06, 10.71it/s, v_num=9, loss/train=0.278, alignment/train=0.0959, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 85%|████████▌ | 400/469 [00:37<00:06, 10.71it/s, v_num=9, loss/train=0.306, alignment/train=0.105, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 86%|████████▌ | 401/469 [00:37<00:06, 10.71it/s, v_num=9, loss/train=0.306, alignment/train=0.105, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 86%|████████▌ | 401/469 [00:37<00:06, 10.70it/s, v_num=9, loss/train=0.371, alignment/train=0.108, uniformity/train=-3.42, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 86%|████████▌ | 402/469 [00:37<00:06, 10.69it/s, v_num=9, loss/train=0.371, alignment/train=0.108, uniformity/train=-3.42, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 86%|████████▌ | 402/469 [00:37<00:06, 10.69it/s, v_num=9, loss/train=0.283, alignment/train=0.0844, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 86%|████████▌ | 403/469 [00:37<00:06, 10.70it/s, v_num=9, loss/train=0.283, alignment/train=0.0844, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 86%|████████▌ | 403/469 [00:37<00:06, 10.70it/s, v_num=9, loss/train=0.368, alignment/train=0.0971, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 86%|████████▌ | 404/469 [00:37<00:06, 10.69it/s, v_num=9, loss/train=0.368, alignment/train=0.0971, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 86%|████████▌ | 404/469 [00:37<00:06, 10.69it/s, v_num=9, loss/train=0.317, alignment/train=0.0833, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 86%|████████▋ | 405/469 [00:37<00:05, 10.69it/s, v_num=9, loss/train=0.317, alignment/train=0.0833, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 86%|████████▋ | 405/469 [00:37<00:05, 10.69it/s, v_num=9, loss/train=0.265, alignment/train=0.0783, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 87%|████████▋ | 406/469 [00:37<00:05, 10.69it/s, v_num=9, loss/train=0.265, alignment/train=0.0783, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 87%|████████▋ | 406/469 [00:37<00:05, 10.69it/s, v_num=9, loss/train=0.306, alignment/train=0.0996, uniformity/train=-3.47, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 87%|████████▋ | 407/469 [00:38<00:05, 10.70it/s, v_num=9, loss/train=0.306, alignment/train=0.0996, uniformity/train=-3.47, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 87%|████████▋ | 407/469 [00:38<00:05, 10.70it/s, v_num=9, loss/train=0.306, alignment/train=0.0815, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 87%|████████▋ | 408/469 [00:38<00:05, 10.69it/s, v_num=9, loss/train=0.306, alignment/train=0.0815, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 87%|████████▋ | 408/469 [00:38<00:05, 10.69it/s, v_num=9, loss/train=0.344, alignment/train=0.101, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 87%|████████▋ | 409/469 [00:38<00:05, 10.69it/s, v_num=9, loss/train=0.344, alignment/train=0.101, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 87%|████████▋ | 409/469 [00:38<00:05, 10.69it/s, v_num=9, loss/train=0.395, alignment/train=0.117, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 87%|████████▋ | 410/469 [00:38<00:05, 10.70it/s, v_num=9, loss/train=0.395, alignment/train=0.117, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 87%|████████▋ | 410/469 [00:38<00:05, 10.70it/s, v_num=9, loss/train=0.304, alignment/train=0.0979, uniformity/train=-3.48, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 88%|████████▊ | 411/469 [00:38<00:05, 10.70it/s, v_num=9, loss/train=0.304, alignment/train=0.0979, uniformity/train=-3.48, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 88%|████████▊ | 411/469 [00:38<00:05, 10.70it/s, v_num=9, loss/train=0.311, alignment/train=0.0999, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 88%|████████▊ | 412/469 [00:38<00:05, 10.70it/s, v_num=9, loss/train=0.311, alignment/train=0.0999, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 88%|████████▊ | 412/469 [00:38<00:05, 10.70it/s, v_num=9, loss/train=0.324, alignment/train=0.108, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 88%|████████▊ | 413/469 [00:38<00:05, 10.69it/s, v_num=9, loss/train=0.324, alignment/train=0.108, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 88%|████████▊ | 413/469 [00:38<00:05, 10.69it/s, v_num=9, loss/train=0.320, alignment/train=0.101, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 88%|████████▊ | 414/469 [00:38<00:05, 10.70it/s, v_num=9, loss/train=0.320, alignment/train=0.101, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 88%|████████▊ | 414/469 [00:38<00:05, 10.70it/s, v_num=9, loss/train=0.366, alignment/train=0.115, uniformity/train=-3.46, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 88%|████████▊ | 415/469 [00:38<00:05, 10.71it/s, v_num=9, loss/train=0.366, alignment/train=0.115, uniformity/train=-3.46, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 88%|████████▊ | 415/469 [00:38<00:05, 10.71it/s, v_num=9, loss/train=0.333, alignment/train=0.0979, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 89%|████████▊ | 416/469 [00:38<00:04, 10.71it/s, v_num=9, loss/train=0.333, alignment/train=0.0979, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 89%|████████▊ | 416/469 [00:38<00:04, 10.71it/s, v_num=9, loss/train=0.301, alignment/train=0.099, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 89%|████████▉ | 417/469 [00:38<00:04, 10.71it/s, v_num=9, loss/train=0.301, alignment/train=0.099, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 89%|████████▉ | 417/469 [00:38<00:04, 10.71it/s, v_num=9, loss/train=0.331, alignment/train=0.104, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 89%|████████▉ | 418/469 [00:39<00:04, 10.71it/s, v_num=9, loss/train=0.331, alignment/train=0.104, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 89%|████████▉ | 418/469 [00:39<00:04, 10.71it/s, v_num=9, loss/train=0.272, alignment/train=0.0912, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 89%|████████▉ | 419/469 [00:39<00:04, 10.71it/s, v_num=9, loss/train=0.272, alignment/train=0.0912, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 89%|████████▉ | 419/469 [00:39<00:04, 10.71it/s, v_num=9, loss/train=0.337, alignment/train=0.108, uniformity/train=-3.45, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 90%|████████▉ | 420/469 [00:39<00:04, 10.71it/s, v_num=9, loss/train=0.337, alignment/train=0.108, uniformity/train=-3.45, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 90%|████████▉ | 420/469 [00:39<00:04, 10.71it/s, v_num=9, loss/train=0.309, alignment/train=0.0947, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 90%|████████▉ | 421/469 [00:39<00:04, 10.72it/s, v_num=9, loss/train=0.309, alignment/train=0.0947, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 90%|████████▉ | 421/469 [00:39<00:04, 10.72it/s, v_num=9, loss/train=0.362, alignment/train=0.0973, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 90%|████████▉ | 422/469 [00:39<00:04, 10.71it/s, v_num=9, loss/train=0.362, alignment/train=0.0973, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 90%|████████▉ | 422/469 [00:39<00:04, 10.71it/s, v_num=9, loss/train=0.286, alignment/train=0.0914, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 90%|█████████ | 423/469 [00:39<00:04, 10.71it/s, v_num=9, loss/train=0.286, alignment/train=0.0914, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 90%|█████████ | 423/469 [00:39<00:04, 10.71it/s, v_num=9, loss/train=0.313, alignment/train=0.092, uniformity/train=-3.42, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 90%|█████████ | 424/469 [00:39<00:04, 10.72it/s, v_num=9, loss/train=0.313, alignment/train=0.092, uniformity/train=-3.42, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 90%|█████████ | 424/469 [00:39<00:04, 10.72it/s, v_num=9, loss/train=0.357, alignment/train=0.0951, uniformity/train=-3.43, contrastive_acc/train=0.973, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 91%|█████████ | 425/469 [00:39<00:04, 10.73it/s, v_num=9, loss/train=0.357, alignment/train=0.0951, uniformity/train=-3.43, contrastive_acc/train=0.973, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 91%|█████████ | 425/469 [00:39<00:04, 10.73it/s, v_num=9, loss/train=0.302, alignment/train=0.0735, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 91%|█████████ | 426/469 [00:39<00:04, 10.74it/s, v_num=9, loss/train=0.302, alignment/train=0.0735, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 91%|█████████ | 426/469 [00:39<00:04, 10.74it/s, v_num=9, loss/train=0.335, alignment/train=0.0898, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 91%|█████████ | 427/469 [00:39<00:03, 10.72it/s, v_num=9, loss/train=0.335, alignment/train=0.0898, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 91%|█████████ | 427/469 [00:39<00:03, 10.72it/s, v_num=9, loss/train=0.355, alignment/train=0.104, uniformity/train=-3.47, contrastive_acc/train=0.977, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 91%|█████████▏| 428/469 [00:39<00:03, 10.72it/s, v_num=9, loss/train=0.355, alignment/train=0.104, uniformity/train=-3.47, contrastive_acc/train=0.977, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 91%|█████████▏| 428/469 [00:39<00:03, 10.71it/s, v_num=9, loss/train=0.301, alignment/train=0.0879, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 91%|█████████▏| 429/469 [00:40<00:03, 10.72it/s, v_num=9, loss/train=0.301, alignment/train=0.0879, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 91%|█████████▏| 429/469 [00:40<00:03, 10.72it/s, v_num=9, loss/train=0.300, alignment/train=0.103, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 92%|█████████▏| 430/469 [00:40<00:03, 10.72it/s, v_num=9, loss/train=0.300, alignment/train=0.103, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 92%|█████████▏| 430/469 [00:40<00:03, 10.72it/s, v_num=9, loss/train=0.326, alignment/train=0.0909, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 92%|█████████▏| 431/469 [00:40<00:03, 10.72it/s, v_num=9, loss/train=0.326, alignment/train=0.0909, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 92%|█████████▏| 431/469 [00:40<00:03, 10.72it/s, v_num=9, loss/train=0.294, alignment/train=0.0818, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 92%|█████████▏| 432/469 [00:40<00:03, 10.72it/s, v_num=9, loss/train=0.294, alignment/train=0.0818, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 92%|█████████▏| 432/469 [00:40<00:03, 10.72it/s, v_num=9, loss/train=0.367, alignment/train=0.0862, uniformity/train=-3.42, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 92%|█████████▏| 433/469 [00:40<00:03, 10.72it/s, v_num=9, loss/train=0.367, alignment/train=0.0862, uniformity/train=-3.42, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 92%|█████████▏| 433/469 [00:40<00:03, 10.72it/s, v_num=9, loss/train=0.319, alignment/train=0.0862, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 93%|█████████▎| 434/469 [00:40<00:03, 10.73it/s, v_num=9, loss/train=0.319, alignment/train=0.0862, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 93%|█████████▎| 434/469 [00:40<00:03, 10.73it/s, v_num=9, loss/train=0.330, alignment/train=0.0943, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 93%|█████████▎| 435/469 [00:40<00:03, 10.74it/s, v_num=9, loss/train=0.330, alignment/train=0.0943, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 93%|█████████▎| 435/469 [00:40<00:03, 10.74it/s, v_num=9, loss/train=0.324, alignment/train=0.0931, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 93%|█████████▎| 436/469 [00:40<00:03, 10.74it/s, v_num=9, loss/train=0.324, alignment/train=0.0931, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 93%|█████████▎| 436/469 [00:40<00:03, 10.74it/s, v_num=9, loss/train=0.350, alignment/train=0.0975, uniformity/train=-3.42, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 93%|█████████▎| 437/469 [00:40<00:02, 10.73it/s, v_num=9, loss/train=0.350, alignment/train=0.0975, uniformity/train=-3.42, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 93%|█████████▎| 437/469 [00:40<00:02, 10.73it/s, v_num=9, loss/train=0.304, alignment/train=0.0795, uniformity/train=-3.42, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 93%|█████████▎| 438/469 [00:40<00:02, 10.72it/s, v_num=9, loss/train=0.304, alignment/train=0.0795, uniformity/train=-3.42, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 93%|█████████▎| 438/469 [00:40<00:02, 10.72it/s, v_num=9, loss/train=0.371, alignment/train=0.109, uniformity/train=-3.44, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 94%|█████████▎| 439/469 [00:40<00:02, 10.73it/s, v_num=9, loss/train=0.371, alignment/train=0.109, uniformity/train=-3.44, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 94%|█████████▎| 439/469 [00:40<00:02, 10.73it/s, v_num=9, loss/train=0.312, alignment/train=0.0981, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 94%|█████████▍| 440/469 [00:40<00:02, 10.74it/s, v_num=9, loss/train=0.312, alignment/train=0.0981, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 94%|█████████▍| 440/469 [00:40<00:02, 10.74it/s, v_num=9, loss/train=0.324, alignment/train=0.0869, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 94%|█████████▍| 441/469 [00:41<00:02, 10.73it/s, v_num=9, loss/train=0.324, alignment/train=0.0869, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 94%|█████████▍| 441/469 [00:41<00:02, 10.73it/s, v_num=9, loss/train=0.293, alignment/train=0.0933, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 94%|█████████▍| 442/469 [00:41<00:02, 10.73it/s, v_num=9, loss/train=0.293, alignment/train=0.0933, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 94%|█████████▍| 442/469 [00:41<00:02, 10.73it/s, v_num=9, loss/train=0.313, alignment/train=0.101, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 94%|█████████▍| 443/469 [00:41<00:02, 10.74it/s, v_num=9, loss/train=0.313, alignment/train=0.101, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 94%|█████████▍| 443/469 [00:41<00:02, 10.74it/s, v_num=9, loss/train=0.283, alignment/train=0.096, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 95%|█████████▍| 444/469 [00:41<00:02, 10.73it/s, v_num=9, loss/train=0.283, alignment/train=0.096, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 95%|█████████▍| 444/469 [00:41<00:02, 10.73it/s, v_num=9, loss/train=0.345, alignment/train=0.103, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 95%|█████████▍| 445/469 [00:41<00:02, 10.74it/s, v_num=9, loss/train=0.345, alignment/train=0.103, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 95%|█████████▍| 445/469 [00:41<00:02, 10.74it/s, v_num=9, loss/train=0.340, alignment/train=0.0964, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 95%|█████████▌| 446/469 [00:41<00:02, 10.74it/s, v_num=9, loss/train=0.340, alignment/train=0.0964, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 95%|█████████▌| 446/469 [00:41<00:02, 10.74it/s, v_num=9, loss/train=0.420, alignment/train=0.106, uniformity/train=-3.41, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 95%|█████████▌| 447/469 [00:41<00:02, 10.73it/s, v_num=9, loss/train=0.420, alignment/train=0.106, uniformity/train=-3.41, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 95%|█████████▌| 447/469 [00:41<00:02, 10.73it/s, v_num=9, loss/train=0.356, alignment/train=0.0923, uniformity/train=-3.43, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 96%|█████████▌| 448/469 [00:41<00:01, 10.74it/s, v_num=9, loss/train=0.356, alignment/train=0.0923, uniformity/train=-3.43, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 96%|█████████▌| 448/469 [00:41<00:01, 10.74it/s, v_num=9, loss/train=0.297, alignment/train=0.0979, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 96%|█████████▌| 449/469 [00:41<00:01, 10.74it/s, v_num=9, loss/train=0.297, alignment/train=0.0979, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 96%|█████████▌| 449/469 [00:41<00:01, 10.74it/s, v_num=9, loss/train=0.339, alignment/train=0.0983, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 96%|█████████▌| 450/469 [00:41<00:01, 10.75it/s, v_num=9, loss/train=0.339, alignment/train=0.0983, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 96%|█████████▌| 450/469 [00:41<00:01, 10.75it/s, v_num=9, loss/train=0.320, alignment/train=0.0904, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 96%|█████████▌| 451/469 [00:41<00:01, 10.76it/s, v_num=9, loss/train=0.320, alignment/train=0.0904, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 96%|█████████▌| 451/469 [00:41<00:01, 10.76it/s, v_num=9, loss/train=0.334, alignment/train=0.102, uniformity/train=-3.42, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 96%|█████████▋| 452/469 [00:41<00:01, 10.77it/s, v_num=9, loss/train=0.334, alignment/train=0.102, uniformity/train=-3.42, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 96%|█████████▋| 452/469 [00:41<00:01, 10.77it/s, v_num=9, loss/train=0.304, alignment/train=0.108, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 97%|█████████▋| 453/469 [00:42<00:01, 10.78it/s, v_num=9, loss/train=0.304, alignment/train=0.108, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 97%|█████████▋| 453/469 [00:42<00:01, 10.78it/s, v_num=9, loss/train=0.310, alignment/train=0.0841, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 97%|█████████▋| 454/469 [00:42<00:01, 10.80it/s, v_num=9, loss/train=0.310, alignment/train=0.0841, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 97%|█████████▋| 454/469 [00:42<00:01, 10.80it/s, v_num=9, loss/train=0.284, alignment/train=0.0848, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 97%|█████████▋| 455/469 [00:42<00:01, 10.81it/s, v_num=9, loss/train=0.284, alignment/train=0.0848, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 97%|█████████▋| 455/469 [00:42<00:01, 10.81it/s, v_num=9, loss/train=0.306, alignment/train=0.0852, uniformity/train=-3.42, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 97%|█████████▋| 456/469 [00:42<00:01, 10.83it/s, v_num=9, loss/train=0.306, alignment/train=0.0852, uniformity/train=-3.42, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 97%|█████████▋| 456/469 [00:42<00:01, 10.83it/s, v_num=9, loss/train=0.327, alignment/train=0.0988, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 97%|█████████▋| 457/469 [00:42<00:01, 10.84it/s, v_num=9, loss/train=0.327, alignment/train=0.0988, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 97%|█████████▋| 457/469 [00:42<00:01, 10.84it/s, v_num=9, loss/train=0.344, alignment/train=0.0985, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 98%|█████████▊| 458/469 [00:42<00:01, 10.86it/s, v_num=9, loss/train=0.344, alignment/train=0.0985, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 98%|█████████▊| 458/469 [00:42<00:01, 10.85it/s, v_num=9, loss/train=0.375, alignment/train=0.112, uniformity/train=-3.45, contrastive_acc/train=0.977, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 98%|█████████▊| 459/469 [00:42<00:00, 10.87it/s, v_num=9, loss/train=0.375, alignment/train=0.112, uniformity/train=-3.45, contrastive_acc/train=0.977, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 98%|█████████▊| 459/469 [00:42<00:00, 10.87it/s, v_num=9, loss/train=0.312, alignment/train=0.108, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 98%|█████████▊| 460/469 [00:42<00:00, 10.88it/s, v_num=9, loss/train=0.312, alignment/train=0.108, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 98%|█████████▊| 460/469 [00:42<00:00, 10.88it/s, v_num=9, loss/train=0.305, alignment/train=0.104, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 98%|█████████▊| 461/469 [00:42<00:00, 10.90it/s, v_num=9, loss/train=0.305, alignment/train=0.104, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 98%|█████████▊| 461/469 [00:42<00:00, 10.90it/s, v_num=9, loss/train=0.330, alignment/train=0.088, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 99%|█████████▊| 462/469 [00:42<00:00, 10.91it/s, v_num=9, loss/train=0.330, alignment/train=0.088, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 99%|█████████▊| 462/469 [00:42<00:00, 10.91it/s, v_num=9, loss/train=0.360, alignment/train=0.105, uniformity/train=-3.42, contrastive_acc/train=0.977, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 99%|█████████▊| 463/469 [00:42<00:00, 10.92it/s, v_num=9, loss/train=0.360, alignment/train=0.105, uniformity/train=-3.42, contrastive_acc/train=0.977, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 99%|█████████▊| 463/469 [00:42<00:00, 10.92it/s, v_num=9, loss/train=0.332, alignment/train=0.0912, uniformity/train=-3.45, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 99%|█████████▉| 464/469 [00:42<00:00, 10.94it/s, v_num=9, loss/train=0.332, alignment/train=0.0912, uniformity/train=-3.45, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 99%|█████████▉| 464/469 [00:42<00:00, 10.94it/s, v_num=9, loss/train=0.369, alignment/train=0.086, uniformity/train=-3.39, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 99%|█████████▉| 465/469 [00:42<00:00, 10.95it/s, v_num=9, loss/train=0.369, alignment/train=0.086, uniformity/train=-3.39, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 99%|█████████▉| 465/469 [00:42<00:00, 10.95it/s, v_num=9, loss/train=0.365, alignment/train=0.0947, uniformity/train=-3.42, contrastive_acc/train=0.980, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 99%|█████████▉| 466/469 [00:42<00:00, 10.97it/s, v_num=9, loss/train=0.365, alignment/train=0.0947, uniformity/train=-3.42, contrastive_acc/train=0.980, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 99%|█████████▉| 466/469 [00:42<00:00, 10.97it/s, v_num=9, loss/train=0.335, alignment/train=0.0965, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 100%|█████████▉| 467/469 [00:42<00:00, 10.98it/s, v_num=9, loss/train=0.335, alignment/train=0.0965, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 100%|█████████▉| 467/469 [00:42<00:00, 10.98it/s, v_num=9, loss/train=0.330, alignment/train=0.112, uniformity/train=-3.46, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 100%|█████████▉| 468/469 [00:42<00:00, 10.99it/s, v_num=9, loss/train=0.330, alignment/train=0.112, uniformity/train=-3.46, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 100%|█████████▉| 468/469 [00:42<00:00, 10.99it/s, v_num=9, loss/train=0.325, alignment/train=0.104, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 100%|██████████| 469/469 [00:42<00:00, 11.00it/s, v_num=9, loss/train=0.325, alignment/train=0.104, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 100%|██████████| 469/469 [00:42<00:00, 11.00it/s, v_num=9, loss/train=0.237, alignment/train=0.086, uniformity/train=-3.39, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
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Epoch 4: 100%|██████████| 469/469 [00:48<00:00, 9.66it/s, v_num=9, loss/train=0.237, alignment/train=0.086, uniformity/train=-3.39, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 100%|██████████| 469/469 [00:48<00:00, 9.66it/s, v_num=9, loss/train=0.237, alignment/train=0.086, uniformity/train=-3.39, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 0%| | 0/469 [00:00<?, ?it/s, v_num=9, loss/train=0.237, alignment/train=0.086, uniformity/train=-3.39, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 0%| | 0/469 [00:00<?, ?it/s, v_num=9, loss/train=0.237, alignment/train=0.086, uniformity/train=-3.39, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 0%| | 1/469 [00:01<12:57, 0.60it/s, v_num=9, loss/train=0.237, alignment/train=0.086, uniformity/train=-3.39, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 0%| | 1/469 [00:01<12:58, 0.60it/s, v_num=9, loss/train=0.261, alignment/train=0.0915, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 0%| | 2/469 [00:01<06:48, 1.14it/s, v_num=9, loss/train=0.261, alignment/train=0.0915, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 0%| | 2/469 [00:01<06:48, 1.14it/s, v_num=9, loss/train=0.397, alignment/train=0.113, uniformity/train=-3.41, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 1%| | 3/469 [00:01<04:49, 1.61it/s, v_num=9, loss/train=0.397, alignment/train=0.113, uniformity/train=-3.41, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 1%| | 3/469 [00:01<04:49, 1.61it/s, v_num=9, loss/train=0.400, alignment/train=0.103, uniformity/train=-3.36, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 1%| | 4/469 [00:01<03:45, 2.06it/s, v_num=9, loss/train=0.400, alignment/train=0.103, uniformity/train=-3.36, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 1%| | 4/469 [00:01<03:46, 2.06it/s, v_num=9, loss/train=0.287, alignment/train=0.0873, uniformity/train=-3.46, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 1%| | 5/469 [00:02<03:09, 2.45it/s, v_num=9, loss/train=0.287, alignment/train=0.0873, uniformity/train=-3.46, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 1%| | 5/469 [00:02<03:09, 2.45it/s, v_num=9, loss/train=0.286, alignment/train=0.0978, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 1%|▏ | 6/469 [00:02<02:44, 2.82it/s, v_num=9, loss/train=0.286, alignment/train=0.0978, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 1%|▏ | 6/469 [00:02<02:44, 2.82it/s, v_num=9, loss/train=0.293, alignment/train=0.0974, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 1%|▏ | 7/469 [00:02<02:29, 3.10it/s, v_num=9, loss/train=0.293, alignment/train=0.0974, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 1%|▏ | 7/469 [00:02<02:29, 3.10it/s, v_num=9, loss/train=0.297, alignment/train=0.0934, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 2%|▏ | 8/469 [00:02<02:13, 3.46it/s, v_num=9, loss/train=0.297, alignment/train=0.0934, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 2%|▏ | 8/469 [00:02<02:13, 3.45it/s, v_num=9, loss/train=0.307, alignment/train=0.098, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 2%|▏ | 9/469 [00:02<02:01, 3.78it/s, v_num=9, loss/train=0.307, alignment/train=0.098, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 2%|▏ | 9/469 [00:02<02:01, 3.78it/s, v_num=9, loss/train=0.387, alignment/train=0.103, uniformity/train=-3.42, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 2%|▏ | 10/469 [00:02<01:51, 4.10it/s, v_num=9, loss/train=0.387, alignment/train=0.103, uniformity/train=-3.42, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 2%|▏ | 10/469 [00:02<01:51, 4.10it/s, v_num=9, loss/train=0.334, alignment/train=0.0978, uniformity/train=-3.46, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 2%|▏ | 11/469 [00:02<01:46, 4.31it/s, v_num=9, loss/train=0.334, alignment/train=0.0978, uniformity/train=-3.46, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 2%|▏ | 11/469 [00:02<01:46, 4.30it/s, v_num=9, loss/train=0.345, alignment/train=0.0937, uniformity/train=-3.39, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 3%|▎ | 12/469 [00:02<01:41, 4.51it/s, v_num=9, loss/train=0.345, alignment/train=0.0937, uniformity/train=-3.39, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 3%|▎ | 12/469 [00:02<01:41, 4.50it/s, v_num=9, loss/train=0.327, alignment/train=0.102, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 3%|▎ | 13/469 [00:02<01:35, 4.76it/s, v_num=9, loss/train=0.327, alignment/train=0.102, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 3%|▎ | 13/469 [00:02<01:35, 4.76it/s, v_num=9, loss/train=0.352, alignment/train=0.0971, uniformity/train=-3.44, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 3%|▎ | 14/469 [00:02<01:30, 5.02it/s, v_num=9, loss/train=0.352, alignment/train=0.0971, uniformity/train=-3.44, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 3%|▎ | 14/469 [00:02<01:30, 5.02it/s, v_num=9, loss/train=0.246, alignment/train=0.0936, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 3%|▎ | 15/469 [00:02<01:26, 5.24it/s, v_num=9, loss/train=0.246, alignment/train=0.0936, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 3%|▎ | 15/469 [00:02<01:26, 5.24it/s, v_num=9, loss/train=0.408, alignment/train=0.102, uniformity/train=-3.42, contrastive_acc/train=0.961, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 3%|▎ | 16/469 [00:02<01:24, 5.38it/s, v_num=9, loss/train=0.408, alignment/train=0.102, uniformity/train=-3.42, contrastive_acc/train=0.961, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 3%|▎ | 16/469 [00:02<01:24, 5.37it/s, v_num=9, loss/train=0.318, alignment/train=0.0965, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 4%|▎ | 17/469 [00:03<01:21, 5.56it/s, v_num=9, loss/train=0.318, alignment/train=0.0965, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 4%|▎ | 17/469 [00:03<01:21, 5.56it/s, v_num=9, loss/train=0.333, alignment/train=0.0883, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 4%|▍ | 18/469 [00:03<01:19, 5.69it/s, v_num=9, loss/train=0.333, alignment/train=0.0883, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 4%|▍ | 18/469 [00:03<01:19, 5.69it/s, v_num=9, loss/train=0.330, alignment/train=0.0989, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 4%|▍ | 19/469 [00:03<01:17, 5.81it/s, v_num=9, loss/train=0.330, alignment/train=0.0989, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 4%|▍ | 19/469 [00:03<01:17, 5.81it/s, v_num=9, loss/train=0.341, alignment/train=0.0926, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 4%|▍ | 20/469 [00:03<01:16, 5.88it/s, v_num=9, loss/train=0.341, alignment/train=0.0926, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 4%|▍ | 20/469 [00:03<01:16, 5.88it/s, v_num=9, loss/train=0.328, alignment/train=0.0974, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 4%|▍ | 21/469 [00:03<01:13, 6.06it/s, v_num=9, loss/train=0.328, alignment/train=0.0974, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 4%|▍ | 21/469 [00:03<01:13, 6.06it/s, v_num=9, loss/train=0.347, alignment/train=0.107, uniformity/train=-3.44, contrastive_acc/train=0.980, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 5%|▍ | 22/469 [00:03<01:11, 6.24it/s, v_num=9, loss/train=0.347, alignment/train=0.107, uniformity/train=-3.44, contrastive_acc/train=0.980, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 5%|▍ | 22/469 [00:03<01:11, 6.24it/s, v_num=9, loss/train=0.320, alignment/train=0.0972, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 5%|▍ | 23/469 [00:03<01:09, 6.41it/s, v_num=9, loss/train=0.320, alignment/train=0.0972, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 5%|▍ | 23/469 [00:03<01:09, 6.41it/s, v_num=9, loss/train=0.272, alignment/train=0.085, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 5%|▌ | 24/469 [00:03<01:09, 6.38it/s, v_num=9, loss/train=0.272, alignment/train=0.085, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 5%|▌ | 24/469 [00:03<01:09, 6.38it/s, v_num=9, loss/train=0.314, alignment/train=0.0933, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 5%|▌ | 25/469 [00:03<01:08, 6.51it/s, v_num=9, loss/train=0.314, alignment/train=0.0933, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 5%|▌ | 25/469 [00:03<01:08, 6.51it/s, v_num=9, loss/train=0.334, alignment/train=0.0901, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 6%|▌ | 26/469 [00:03<01:06, 6.61it/s, v_num=9, loss/train=0.334, alignment/train=0.0901, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 6%|▌ | 26/469 [00:03<01:07, 6.61it/s, v_num=9, loss/train=0.345, alignment/train=0.0991, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 6%|▌ | 27/469 [00:04<01:05, 6.73it/s, v_num=9, loss/train=0.345, alignment/train=0.0991, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 6%|▌ | 27/469 [00:04<01:05, 6.73it/s, v_num=9, loss/train=0.336, alignment/train=0.0882, uniformity/train=-3.44, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 6%|▌ | 28/469 [00:04<01:04, 6.85it/s, v_num=9, loss/train=0.336, alignment/train=0.0882, uniformity/train=-3.44, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 6%|▌ | 28/469 [00:04<01:04, 6.85it/s, v_num=9, loss/train=0.286, alignment/train=0.108, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 6%|▌ | 29/469 [00:04<01:02, 7.00it/s, v_num=9, loss/train=0.286, alignment/train=0.108, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 6%|▌ | 29/469 [00:04<01:02, 6.99it/s, v_num=9, loss/train=0.296, alignment/train=0.0957, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 6%|▋ | 30/469 [00:04<01:01, 7.13it/s, v_num=9, loss/train=0.296, alignment/train=0.0957, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 6%|▋ | 30/469 [00:04<01:01, 7.13it/s, v_num=9, loss/train=0.337, alignment/train=0.0905, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 7%|▋ | 31/469 [00:04<01:02, 7.05it/s, v_num=9, loss/train=0.337, alignment/train=0.0905, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 7%|▋ | 31/469 [00:04<01:02, 7.05it/s, v_num=9, loss/train=0.351, alignment/train=0.102, uniformity/train=-3.42, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 7%|▋ | 32/469 [00:04<01:01, 7.12it/s, v_num=9, loss/train=0.351, alignment/train=0.102, uniformity/train=-3.42, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 7%|▋ | 32/469 [00:04<01:01, 7.12it/s, v_num=9, loss/train=0.331, alignment/train=0.0943, uniformity/train=-3.40, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 7%|▋ | 33/469 [00:04<01:00, 7.25it/s, v_num=9, loss/train=0.331, alignment/train=0.0943, uniformity/train=-3.40, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 7%|▋ | 33/469 [00:04<01:00, 7.25it/s, v_num=9, loss/train=0.390, alignment/train=0.104, uniformity/train=-3.43, contrastive_acc/train=0.973, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 7%|▋ | 34/469 [00:04<00:59, 7.33it/s, v_num=9, loss/train=0.390, alignment/train=0.104, uniformity/train=-3.43, contrastive_acc/train=0.973, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 7%|▋ | 34/469 [00:04<00:59, 7.33it/s, v_num=9, loss/train=0.307, alignment/train=0.0963, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 7%|▋ | 35/469 [00:04<00:58, 7.46it/s, v_num=9, loss/train=0.307, alignment/train=0.0963, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 7%|▋ | 35/469 [00:04<00:58, 7.45it/s, v_num=9, loss/train=0.330, alignment/train=0.0908, uniformity/train=-3.46, contrastive_acc/train=0.977, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 8%|▊ | 36/469 [00:04<00:57, 7.54it/s, v_num=9, loss/train=0.330, alignment/train=0.0908, uniformity/train=-3.46, contrastive_acc/train=0.977, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 8%|▊ | 36/469 [00:04<00:57, 7.54it/s, v_num=9, loss/train=0.303, alignment/train=0.0918, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 8%|▊ | 37/469 [00:04<00:56, 7.60it/s, v_num=9, loss/train=0.303, alignment/train=0.0918, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 8%|▊ | 37/469 [00:04<00:56, 7.60it/s, v_num=9, loss/train=0.366, alignment/train=0.0982, uniformity/train=-3.40, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 8%|▊ | 38/469 [00:04<00:56, 7.68it/s, v_num=9, loss/train=0.366, alignment/train=0.0982, uniformity/train=-3.40, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 8%|▊ | 38/469 [00:04<00:56, 7.68it/s, v_num=9, loss/train=0.325, alignment/train=0.105, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 8%|▊ | 39/469 [00:05<00:56, 7.61it/s, v_num=9, loss/train=0.325, alignment/train=0.105, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 8%|▊ | 39/469 [00:05<00:56, 7.60it/s, v_num=9, loss/train=0.318, alignment/train=0.0904, uniformity/train=-3.40, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 9%|▊ | 40/469 [00:05<00:55, 7.71it/s, v_num=9, loss/train=0.318, alignment/train=0.0904, uniformity/train=-3.40, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 9%|▊ | 40/469 [00:05<00:55, 7.71it/s, v_num=9, loss/train=0.325, alignment/train=0.0927, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 9%|▊ | 41/469 [00:05<00:54, 7.82it/s, v_num=9, loss/train=0.325, alignment/train=0.0927, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 9%|▊ | 41/469 [00:05<00:54, 7.81it/s, v_num=9, loss/train=0.294, alignment/train=0.089, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 9%|▉ | 42/469 [00:05<00:53, 7.92it/s, v_num=9, loss/train=0.294, alignment/train=0.089, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 9%|▉ | 42/469 [00:05<00:53, 7.92it/s, v_num=9, loss/train=0.326, alignment/train=0.0816, uniformity/train=-3.42, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 9%|▉ | 43/469 [00:05<00:53, 7.91it/s, v_num=9, loss/train=0.326, alignment/train=0.0816, uniformity/train=-3.42, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 9%|▉ | 43/469 [00:05<00:53, 7.91it/s, v_num=9, loss/train=0.338, alignment/train=0.0878, uniformity/train=-3.40, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 9%|▉ | 44/469 [00:05<00:53, 7.96it/s, v_num=9, loss/train=0.338, alignment/train=0.0878, uniformity/train=-3.40, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 9%|▉ | 44/469 [00:05<00:53, 7.96it/s, v_num=9, loss/train=0.369, alignment/train=0.120, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 10%|▉ | 45/469 [00:05<00:52, 8.01it/s, v_num=9, loss/train=0.369, alignment/train=0.120, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 10%|▉ | 45/469 [00:05<00:52, 8.01it/s, v_num=9, loss/train=0.308, alignment/train=0.0907, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 10%|▉ | 46/469 [00:05<00:52, 8.04it/s, v_num=9, loss/train=0.308, alignment/train=0.0907, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 10%|▉ | 46/469 [00:05<00:52, 8.04it/s, v_num=9, loss/train=0.307, alignment/train=0.0994, uniformity/train=-3.42, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 10%|█ | 47/469 [00:05<00:52, 8.07it/s, v_num=9, loss/train=0.307, alignment/train=0.0994, uniformity/train=-3.42, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 10%|█ | 47/469 [00:05<00:52, 8.06it/s, v_num=9, loss/train=0.312, alignment/train=0.0884, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 10%|█ | 48/469 [00:05<00:51, 8.14it/s, v_num=9, loss/train=0.312, alignment/train=0.0884, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 10%|█ | 48/469 [00:05<00:51, 8.14it/s, v_num=9, loss/train=0.313, alignment/train=0.0933, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 10%|█ | 49/469 [00:05<00:51, 8.18it/s, v_num=9, loss/train=0.313, alignment/train=0.0933, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 10%|█ | 49/469 [00:05<00:51, 8.18it/s, v_num=9, loss/train=0.340, alignment/train=0.104, uniformity/train=-3.42, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 11%|█ | 50/469 [00:06<00:50, 8.26it/s, v_num=9, loss/train=0.340, alignment/train=0.104, uniformity/train=-3.42, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 11%|█ | 50/469 [00:06<00:50, 8.25it/s, v_num=9, loss/train=0.389, alignment/train=0.108, uniformity/train=-3.40, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 11%|█ | 51/469 [00:06<00:50, 8.29it/s, v_num=9, loss/train=0.389, alignment/train=0.108, uniformity/train=-3.40, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 11%|█ | 51/469 [00:06<00:50, 8.29it/s, v_num=9, loss/train=0.313, alignment/train=0.0842, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 11%|█ | 52/469 [00:06<00:50, 8.32it/s, v_num=9, loss/train=0.313, alignment/train=0.0842, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 11%|█ | 52/469 [00:06<00:50, 8.31it/s, v_num=9, loss/train=0.340, alignment/train=0.0901, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 11%|█▏ | 53/469 [00:06<00:49, 8.38it/s, v_num=9, loss/train=0.340, alignment/train=0.0901, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 11%|█▏ | 53/469 [00:06<00:49, 8.38it/s, v_num=9, loss/train=0.357, alignment/train=0.0972, uniformity/train=-3.41, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 12%|█▏ | 54/469 [00:06<00:49, 8.47it/s, v_num=9, loss/train=0.357, alignment/train=0.0972, uniformity/train=-3.41, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 12%|█▏ | 54/469 [00:06<00:49, 8.46it/s, v_num=9, loss/train=0.295, alignment/train=0.0821, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 12%|█▏ | 55/469 [00:06<00:48, 8.47it/s, v_num=9, loss/train=0.295, alignment/train=0.0821, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 12%|█▏ | 55/469 [00:06<00:48, 8.47it/s, v_num=9, loss/train=0.307, alignment/train=0.0842, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 12%|█▏ | 56/469 [00:06<00:48, 8.52it/s, v_num=9, loss/train=0.307, alignment/train=0.0842, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 12%|█▏ | 56/469 [00:06<00:48, 8.52it/s, v_num=9, loss/train=0.305, alignment/train=0.104, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 12%|█▏ | 57/469 [00:06<00:48, 8.53it/s, v_num=9, loss/train=0.305, alignment/train=0.104, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 12%|█▏ | 57/469 [00:06<00:48, 8.52it/s, v_num=9, loss/train=0.373, alignment/train=0.0853, uniformity/train=-3.42, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 12%|█▏ | 58/469 [00:06<00:47, 8.60it/s, v_num=9, loss/train=0.373, alignment/train=0.0853, uniformity/train=-3.42, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 12%|█▏ | 58/469 [00:06<00:47, 8.60it/s, v_num=9, loss/train=0.314, alignment/train=0.100, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 13%|█▎ | 59/469 [00:06<00:47, 8.67it/s, v_num=9, loss/train=0.314, alignment/train=0.100, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 13%|█▎ | 59/469 [00:06<00:47, 8.67it/s, v_num=9, loss/train=0.380, alignment/train=0.108, uniformity/train=-3.44, contrastive_acc/train=0.973, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 13%|█▎ | 60/469 [00:07<00:47, 8.53it/s, v_num=9, loss/train=0.380, alignment/train=0.108, uniformity/train=-3.44, contrastive_acc/train=0.973, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 13%|█▎ | 60/469 [00:07<00:47, 8.53it/s, v_num=9, loss/train=0.343, alignment/train=0.105, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 13%|█▎ | 61/469 [00:07<00:47, 8.60it/s, v_num=9, loss/train=0.343, alignment/train=0.105, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 13%|█▎ | 61/469 [00:07<00:47, 8.60it/s, v_num=9, loss/train=0.294, alignment/train=0.108, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 13%|█▎ | 62/469 [00:07<00:46, 8.67it/s, v_num=9, loss/train=0.294, alignment/train=0.108, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 13%|█▎ | 62/469 [00:07<00:46, 8.67it/s, v_num=9, loss/train=0.309, alignment/train=0.096, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 13%|█▎ | 63/469 [00:07<00:46, 8.69it/s, v_num=9, loss/train=0.309, alignment/train=0.096, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 13%|█▎ | 63/469 [00:07<00:46, 8.69it/s, v_num=9, loss/train=0.321, alignment/train=0.0901, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 14%|█▎ | 64/469 [00:07<00:46, 8.72it/s, v_num=9, loss/train=0.321, alignment/train=0.0901, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 14%|█▎ | 64/469 [00:07<00:46, 8.72it/s, v_num=9, loss/train=0.335, alignment/train=0.105, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 14%|█▍ | 65/469 [00:07<00:46, 8.73it/s, v_num=9, loss/train=0.335, alignment/train=0.105, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 14%|█▍ | 65/469 [00:07<00:46, 8.73it/s, v_num=9, loss/train=0.338, alignment/train=0.0959, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 14%|█▍ | 66/469 [00:07<00:45, 8.76it/s, v_num=9, loss/train=0.338, alignment/train=0.0959, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 14%|█▍ | 66/469 [00:07<00:45, 8.76it/s, v_num=9, loss/train=0.381, alignment/train=0.0942, uniformity/train=-3.40, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 14%|█▍ | 67/469 [00:07<00:45, 8.80it/s, v_num=9, loss/train=0.381, alignment/train=0.0942, uniformity/train=-3.40, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 14%|█▍ | 67/469 [00:07<00:45, 8.80it/s, v_num=9, loss/train=0.303, alignment/train=0.0964, uniformity/train=-3.47, contrastive_acc/train=0.980, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 14%|█▍ | 68/469 [00:07<00:45, 8.86it/s, v_num=9, loss/train=0.303, alignment/train=0.0964, uniformity/train=-3.47, contrastive_acc/train=0.980, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 14%|█▍ | 68/469 [00:07<00:45, 8.86it/s, v_num=9, loss/train=0.334, alignment/train=0.0962, uniformity/train=-3.42, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 15%|█▍ | 69/469 [00:07<00:44, 8.92it/s, v_num=9, loss/train=0.334, alignment/train=0.0962, uniformity/train=-3.42, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 15%|█▍ | 69/469 [00:07<00:44, 8.92it/s, v_num=9, loss/train=0.341, alignment/train=0.0959, uniformity/train=-3.41, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 15%|█▍ | 70/469 [00:07<00:44, 8.97it/s, v_num=9, loss/train=0.341, alignment/train=0.0959, uniformity/train=-3.41, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 15%|█▍ | 70/469 [00:07<00:44, 8.97it/s, v_num=9, loss/train=0.337, alignment/train=0.0994, uniformity/train=-3.41, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 15%|█▌ | 71/469 [00:07<00:44, 8.96it/s, v_num=9, loss/train=0.337, alignment/train=0.0994, uniformity/train=-3.41, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 15%|█▌ | 71/469 [00:07<00:44, 8.96it/s, v_num=9, loss/train=0.302, alignment/train=0.0978, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 15%|█▌ | 72/469 [00:08<00:44, 8.98it/s, v_num=9, loss/train=0.302, alignment/train=0.0978, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 15%|█▌ | 72/469 [00:08<00:44, 8.98it/s, v_num=9, loss/train=0.312, alignment/train=0.0996, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 16%|█▌ | 73/469 [00:08<00:44, 8.95it/s, v_num=9, loss/train=0.312, alignment/train=0.0996, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 16%|█▌ | 73/469 [00:08<00:44, 8.95it/s, v_num=9, loss/train=0.347, alignment/train=0.0954, uniformity/train=-3.41, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 16%|█▌ | 74/469 [00:08<00:44, 8.98it/s, v_num=9, loss/train=0.347, alignment/train=0.0954, uniformity/train=-3.41, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 16%|█▌ | 74/469 [00:08<00:44, 8.98it/s, v_num=9, loss/train=0.276, alignment/train=0.0837, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 16%|█▌ | 75/469 [00:08<00:43, 9.02it/s, v_num=9, loss/train=0.276, alignment/train=0.0837, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 16%|█▌ | 75/469 [00:08<00:43, 9.02it/s, v_num=9, loss/train=0.380, alignment/train=0.095, uniformity/train=-3.46, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 16%|█▌ | 76/469 [00:08<00:43, 9.07it/s, v_num=9, loss/train=0.380, alignment/train=0.095, uniformity/train=-3.46, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 16%|█▌ | 76/469 [00:08<00:43, 9.07it/s, v_num=9, loss/train=0.309, alignment/train=0.0879, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 16%|█▋ | 77/469 [00:08<00:42, 9.12it/s, v_num=9, loss/train=0.309, alignment/train=0.0879, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 16%|█▋ | 77/469 [00:08<00:42, 9.12it/s, v_num=9, loss/train=0.352, alignment/train=0.103, uniformity/train=-3.41, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 17%|█▋ | 78/469 [00:08<00:43, 9.08it/s, v_num=9, loss/train=0.352, alignment/train=0.103, uniformity/train=-3.41, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 17%|█▋ | 78/469 [00:08<00:43, 9.08it/s, v_num=9, loss/train=0.320, alignment/train=0.0848, uniformity/train=-3.41, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 17%|█▋ | 79/469 [00:08<00:42, 9.09it/s, v_num=9, loss/train=0.320, alignment/train=0.0848, uniformity/train=-3.41, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 17%|█▋ | 79/469 [00:08<00:42, 9.09it/s, v_num=9, loss/train=0.363, alignment/train=0.097, uniformity/train=-3.43, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 17%|█▋ | 80/469 [00:08<00:42, 9.12it/s, v_num=9, loss/train=0.363, alignment/train=0.097, uniformity/train=-3.43, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 17%|█▋ | 80/469 [00:08<00:42, 9.12it/s, v_num=9, loss/train=0.334, alignment/train=0.0867, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 17%|█▋ | 81/469 [00:08<00:42, 9.17it/s, v_num=9, loss/train=0.334, alignment/train=0.0867, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 17%|█▋ | 81/469 [00:08<00:42, 9.17it/s, v_num=9, loss/train=0.337, alignment/train=0.111, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 17%|█▋ | 82/469 [00:08<00:42, 9.19it/s, v_num=9, loss/train=0.337, alignment/train=0.111, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 17%|█▋ | 82/469 [00:08<00:42, 9.18it/s, v_num=9, loss/train=0.357, alignment/train=0.103, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 18%|█▊ | 83/469 [00:09<00:42, 9.16it/s, v_num=9, loss/train=0.357, alignment/train=0.103, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 18%|█▊ | 83/469 [00:09<00:42, 9.16it/s, v_num=9, loss/train=0.332, alignment/train=0.0914, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 18%|█▊ | 84/469 [00:09<00:41, 9.18it/s, v_num=9, loss/train=0.332, alignment/train=0.0914, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 18%|█▊ | 84/469 [00:09<00:41, 9.18it/s, v_num=9, loss/train=0.274, alignment/train=0.0836, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 18%|█▊ | 85/469 [00:09<00:41, 9.23it/s, v_num=9, loss/train=0.274, alignment/train=0.0836, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 18%|█▊ | 85/469 [00:09<00:41, 9.23it/s, v_num=9, loss/train=0.293, alignment/train=0.0803, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 18%|█▊ | 86/469 [00:09<00:41, 9.28it/s, v_num=9, loss/train=0.293, alignment/train=0.0803, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 18%|█▊ | 86/469 [00:09<00:41, 9.28it/s, v_num=9, loss/train=0.348, alignment/train=0.0849, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 19%|█▊ | 87/469 [00:09<00:41, 9.25it/s, v_num=9, loss/train=0.348, alignment/train=0.0849, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 19%|█▊ | 87/469 [00:09<00:41, 9.25it/s, v_num=9, loss/train=0.260, alignment/train=0.0831, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 19%|█▉ | 88/469 [00:09<00:40, 9.30it/s, v_num=9, loss/train=0.260, alignment/train=0.0831, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 19%|█▉ | 88/469 [00:09<00:40, 9.30it/s, v_num=9, loss/train=0.316, alignment/train=0.0921, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 19%|█▉ | 89/469 [00:09<00:40, 9.30it/s, v_num=9, loss/train=0.316, alignment/train=0.0921, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 19%|█▉ | 89/469 [00:09<00:40, 9.30it/s, v_num=9, loss/train=0.330, alignment/train=0.0907, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 19%|█▉ | 90/469 [00:09<00:40, 9.34it/s, v_num=9, loss/train=0.330, alignment/train=0.0907, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 19%|█▉ | 90/469 [00:09<00:40, 9.34it/s, v_num=9, loss/train=0.325, alignment/train=0.102, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 19%|█▉ | 91/469 [00:09<00:40, 9.36it/s, v_num=9, loss/train=0.325, alignment/train=0.102, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 19%|█▉ | 91/469 [00:09<00:40, 9.36it/s, v_num=9, loss/train=0.335, alignment/train=0.0817, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 20%|█▉ | 92/469 [00:09<00:40, 9.32it/s, v_num=9, loss/train=0.335, alignment/train=0.0817, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 20%|█▉ | 92/469 [00:09<00:40, 9.32it/s, v_num=9, loss/train=0.291, alignment/train=0.0953, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 20%|█▉ | 93/469 [00:09<00:40, 9.36it/s, v_num=9, loss/train=0.291, alignment/train=0.0953, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 20%|█▉ | 93/469 [00:09<00:40, 9.36it/s, v_num=9, loss/train=0.303, alignment/train=0.109, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 20%|██ | 94/469 [00:09<00:39, 9.41it/s, v_num=9, loss/train=0.303, alignment/train=0.109, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 20%|██ | 94/469 [00:09<00:39, 9.41it/s, v_num=9, loss/train=0.327, alignment/train=0.0952, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 20%|██ | 95/469 [00:10<00:39, 9.37it/s, v_num=9, loss/train=0.327, alignment/train=0.0952, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 20%|██ | 95/469 [00:10<00:39, 9.37it/s, v_num=9, loss/train=0.348, alignment/train=0.0936, uniformity/train=-3.43, contrastive_acc/train=0.977, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 20%|██ | 96/469 [00:10<00:39, 9.39it/s, v_num=9, loss/train=0.348, alignment/train=0.0936, uniformity/train=-3.43, contrastive_acc/train=0.977, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 20%|██ | 96/469 [00:10<00:39, 9.39it/s, v_num=9, loss/train=0.303, alignment/train=0.0934, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 21%|██ | 97/469 [00:10<00:39, 9.43it/s, v_num=9, loss/train=0.303, alignment/train=0.0934, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 21%|██ | 97/469 [00:10<00:39, 9.43it/s, v_num=9, loss/train=0.355, alignment/train=0.093, uniformity/train=-3.42, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 21%|██ | 98/469 [00:10<00:39, 9.47it/s, v_num=9, loss/train=0.355, alignment/train=0.093, uniformity/train=-3.42, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 21%|██ | 98/469 [00:10<00:39, 9.47it/s, v_num=9, loss/train=0.344, alignment/train=0.0837, uniformity/train=-3.39, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 21%|██ | 99/469 [00:10<00:39, 9.45it/s, v_num=9, loss/train=0.344, alignment/train=0.0837, uniformity/train=-3.39, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 21%|██ | 99/469 [00:10<00:39, 9.45it/s, v_num=9, loss/train=0.338, alignment/train=0.0971, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 21%|██▏ | 100/469 [00:10<00:38, 9.47it/s, v_num=9, loss/train=0.338, alignment/train=0.0971, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 21%|██▏ | 100/469 [00:10<00:38, 9.47it/s, v_num=9, loss/train=0.290, alignment/train=0.089, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 22%|██▏ | 101/469 [00:10<00:38, 9.49it/s, v_num=9, loss/train=0.290, alignment/train=0.089, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 22%|██▏ | 101/469 [00:10<00:38, 9.49it/s, v_num=9, loss/train=0.299, alignment/train=0.0913, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 22%|██▏ | 102/469 [00:10<00:38, 9.50it/s, v_num=9, loss/train=0.299, alignment/train=0.0913, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 22%|██▏ | 102/469 [00:10<00:38, 9.50it/s, v_num=9, loss/train=0.324, alignment/train=0.092, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 22%|██▏ | 103/469 [00:10<00:38, 9.53it/s, v_num=9, loss/train=0.324, alignment/train=0.092, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 22%|██▏ | 103/469 [00:10<00:38, 9.53it/s, v_num=9, loss/train=0.276, alignment/train=0.087, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 22%|██▏ | 104/469 [00:10<00:38, 9.56it/s, v_num=9, loss/train=0.276, alignment/train=0.087, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 22%|██▏ | 104/469 [00:10<00:38, 9.56it/s, v_num=9, loss/train=0.382, alignment/train=0.111, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 22%|██▏ | 105/469 [00:10<00:37, 9.60it/s, v_num=9, loss/train=0.382, alignment/train=0.111, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 22%|██▏ | 105/469 [00:10<00:37, 9.60it/s, v_num=9, loss/train=0.340, alignment/train=0.0968, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 23%|██▎ | 106/469 [00:11<00:37, 9.60it/s, v_num=9, loss/train=0.340, alignment/train=0.0968, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 23%|██▎ | 106/469 [00:11<00:37, 9.59it/s, v_num=9, loss/train=0.385, alignment/train=0.109, uniformity/train=-3.44, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 23%|██▎ | 107/469 [00:11<00:37, 9.59it/s, v_num=9, loss/train=0.385, alignment/train=0.109, uniformity/train=-3.44, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 23%|██▎ | 107/469 [00:11<00:37, 9.59it/s, v_num=9, loss/train=0.355, alignment/train=0.0871, uniformity/train=-3.44, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 23%|██▎ | 108/469 [00:11<00:37, 9.58it/s, v_num=9, loss/train=0.355, alignment/train=0.0871, uniformity/train=-3.44, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 23%|██▎ | 108/469 [00:11<00:37, 9.58it/s, v_num=9, loss/train=0.259, alignment/train=0.0813, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 23%|██▎ | 109/469 [00:11<00:37, 9.60it/s, v_num=9, loss/train=0.259, alignment/train=0.0813, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 23%|██▎ | 109/469 [00:11<00:37, 9.60it/s, v_num=9, loss/train=0.284, alignment/train=0.0814, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 23%|██▎ | 110/469 [00:11<00:37, 9.64it/s, v_num=9, loss/train=0.284, alignment/train=0.0814, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 23%|██▎ | 110/469 [00:11<00:37, 9.64it/s, v_num=9, loss/train=0.333, alignment/train=0.0983, uniformity/train=-3.44, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 24%|██▎ | 111/469 [00:11<00:37, 9.63it/s, v_num=9, loss/train=0.333, alignment/train=0.0983, uniformity/train=-3.44, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 24%|██▎ | 111/469 [00:11<00:37, 9.63it/s, v_num=9, loss/train=0.338, alignment/train=0.0913, uniformity/train=-3.43, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 24%|██▍ | 112/469 [00:11<00:36, 9.67it/s, v_num=9, loss/train=0.338, alignment/train=0.0913, uniformity/train=-3.43, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 24%|██▍ | 112/469 [00:11<00:36, 9.67it/s, v_num=9, loss/train=0.319, alignment/train=0.0937, uniformity/train=-3.40, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 24%|██▍ | 113/469 [00:11<00:36, 9.68it/s, v_num=9, loss/train=0.319, alignment/train=0.0937, uniformity/train=-3.40, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 24%|██▍ | 113/469 [00:11<00:36, 9.68it/s, v_num=9, loss/train=0.359, alignment/train=0.097, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 24%|██▍ | 114/469 [00:11<00:36, 9.71it/s, v_num=9, loss/train=0.359, alignment/train=0.097, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 24%|██▍ | 114/469 [00:11<00:36, 9.71it/s, v_num=9, loss/train=0.323, alignment/train=0.0986, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 25%|██▍ | 115/469 [00:11<00:36, 9.67it/s, v_num=9, loss/train=0.323, alignment/train=0.0986, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 25%|██▍ | 115/469 [00:11<00:36, 9.67it/s, v_num=9, loss/train=0.315, alignment/train=0.108, uniformity/train=-3.44, contrastive_acc/train=0.980, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 25%|██▍ | 116/469 [00:11<00:36, 9.68it/s, v_num=9, loss/train=0.315, alignment/train=0.108, uniformity/train=-3.44, contrastive_acc/train=0.980, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 25%|██▍ | 116/469 [00:11<00:36, 9.68it/s, v_num=9, loss/train=0.328, alignment/train=0.0906, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 25%|██▍ | 117/469 [00:12<00:36, 9.71it/s, v_num=9, loss/train=0.328, alignment/train=0.0906, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 25%|██▍ | 117/469 [00:12<00:36, 9.71it/s, v_num=9, loss/train=0.315, alignment/train=0.0902, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 25%|██▌ | 118/469 [00:12<00:36, 9.71it/s, v_num=9, loss/train=0.315, alignment/train=0.0902, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 25%|██▌ | 118/469 [00:12<00:36, 9.71it/s, v_num=9, loss/train=0.302, alignment/train=0.0985, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 25%|██▌ | 119/469 [00:12<00:36, 9.69it/s, v_num=9, loss/train=0.302, alignment/train=0.0985, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 25%|██▌ | 119/469 [00:12<00:36, 9.69it/s, v_num=9, loss/train=0.305, alignment/train=0.0937, uniformity/train=-3.45, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 26%|██▌ | 120/469 [00:12<00:35, 9.73it/s, v_num=9, loss/train=0.305, alignment/train=0.0937, uniformity/train=-3.45, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 26%|██▌ | 120/469 [00:12<00:35, 9.73it/s, v_num=9, loss/train=0.303, alignment/train=0.0953, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 26%|██▌ | 121/469 [00:12<00:35, 9.76it/s, v_num=9, loss/train=0.303, alignment/train=0.0953, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 26%|██▌ | 121/469 [00:12<00:35, 9.76it/s, v_num=9, loss/train=0.360, alignment/train=0.0896, uniformity/train=-3.43, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 26%|██▌ | 122/469 [00:12<00:35, 9.70it/s, v_num=9, loss/train=0.360, alignment/train=0.0896, uniformity/train=-3.43, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 26%|██▌ | 122/469 [00:12<00:35, 9.70it/s, v_num=9, loss/train=0.327, alignment/train=0.0845, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 26%|██▌ | 123/469 [00:12<00:35, 9.74it/s, v_num=9, loss/train=0.327, alignment/train=0.0845, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 26%|██▌ | 123/469 [00:12<00:35, 9.74it/s, v_num=9, loss/train=0.322, alignment/train=0.0892, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 26%|██▋ | 124/469 [00:12<00:35, 9.77it/s, v_num=9, loss/train=0.322, alignment/train=0.0892, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 26%|██▋ | 124/469 [00:12<00:35, 9.77it/s, v_num=9, loss/train=0.330, alignment/train=0.110, uniformity/train=-3.45, contrastive_acc/train=0.980, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 27%|██▋ | 125/469 [00:12<00:35, 9.77it/s, v_num=9, loss/train=0.330, alignment/train=0.110, uniformity/train=-3.45, contrastive_acc/train=0.980, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 27%|██▋ | 125/469 [00:12<00:35, 9.77it/s, v_num=9, loss/train=0.293, alignment/train=0.0964, uniformity/train=-3.47, contrastive_acc/train=0.980, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 27%|██▋ | 126/469 [00:12<00:34, 9.80it/s, v_num=9, loss/train=0.293, alignment/train=0.0964, uniformity/train=-3.47, contrastive_acc/train=0.980, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 27%|██▋ | 126/469 [00:12<00:35, 9.80it/s, v_num=9, loss/train=0.280, alignment/train=0.090, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 27%|██▋ | 127/469 [00:12<00:34, 9.82it/s, v_num=9, loss/train=0.280, alignment/train=0.090, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 27%|██▋ | 127/469 [00:12<00:34, 9.82it/s, v_num=9, loss/train=0.365, alignment/train=0.0953, uniformity/train=-3.45, contrastive_acc/train=0.980, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 27%|██▋ | 128/469 [00:13<00:34, 9.81it/s, v_num=9, loss/train=0.365, alignment/train=0.0953, uniformity/train=-3.45, contrastive_acc/train=0.980, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 27%|██▋ | 128/469 [00:13<00:34, 9.81it/s, v_num=9, loss/train=0.318, alignment/train=0.0949, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 28%|██▊ | 129/469 [00:13<00:34, 9.80it/s, v_num=9, loss/train=0.318, alignment/train=0.0949, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 28%|██▊ | 129/469 [00:13<00:34, 9.80it/s, v_num=9, loss/train=0.302, alignment/train=0.0891, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 28%|██▊ | 130/469 [00:13<00:34, 9.83it/s, v_num=9, loss/train=0.302, alignment/train=0.0891, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 28%|██▊ | 130/469 [00:13<00:34, 9.83it/s, v_num=9, loss/train=0.329, alignment/train=0.105, uniformity/train=-3.46, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 28%|██▊ | 131/469 [00:13<00:34, 9.85it/s, v_num=9, loss/train=0.329, alignment/train=0.105, uniformity/train=-3.46, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 28%|██▊ | 131/469 [00:13<00:34, 9.85it/s, v_num=9, loss/train=0.331, alignment/train=0.0995, uniformity/train=-3.44, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 28%|██▊ | 132/469 [00:13<00:34, 9.87it/s, v_num=9, loss/train=0.331, alignment/train=0.0995, uniformity/train=-3.44, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 28%|██▊ | 132/469 [00:13<00:34, 9.87it/s, v_num=9, loss/train=0.302, alignment/train=0.0916, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 28%|██▊ | 133/469 [00:13<00:34, 9.87it/s, v_num=9, loss/train=0.302, alignment/train=0.0916, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 28%|██▊ | 133/469 [00:13<00:34, 9.87it/s, v_num=9, loss/train=0.384, alignment/train=0.104, uniformity/train=-3.44, contrastive_acc/train=0.980, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 29%|██▊ | 134/469 [00:13<00:33, 9.87it/s, v_num=9, loss/train=0.384, alignment/train=0.104, uniformity/train=-3.44, contrastive_acc/train=0.980, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 29%|██▊ | 134/469 [00:13<00:33, 9.87it/s, v_num=9, loss/train=0.342, alignment/train=0.0953, uniformity/train=-3.42, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 29%|██▉ | 135/469 [00:13<00:33, 9.90it/s, v_num=9, loss/train=0.342, alignment/train=0.0953, uniformity/train=-3.42, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 29%|██▉ | 135/469 [00:13<00:33, 9.90it/s, v_num=9, loss/train=0.313, alignment/train=0.106, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 29%|██▉ | 136/469 [00:13<00:33, 9.91it/s, v_num=9, loss/train=0.313, alignment/train=0.106, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 29%|██▉ | 136/469 [00:13<00:33, 9.91it/s, v_num=9, loss/train=0.353, alignment/train=0.0935, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 29%|██▉ | 137/469 [00:13<00:33, 9.90it/s, v_num=9, loss/train=0.353, alignment/train=0.0935, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 29%|██▉ | 137/469 [00:13<00:33, 9.90it/s, v_num=9, loss/train=0.325, alignment/train=0.0791, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 29%|██▉ | 138/469 [00:13<00:33, 9.91it/s, v_num=9, loss/train=0.325, alignment/train=0.0791, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 29%|██▉ | 138/469 [00:13<00:33, 9.91it/s, v_num=9, loss/train=0.377, alignment/train=0.116, uniformity/train=-3.45, contrastive_acc/train=0.977, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 30%|██▉ | 139/469 [00:14<00:33, 9.88it/s, v_num=9, loss/train=0.377, alignment/train=0.116, uniformity/train=-3.45, contrastive_acc/train=0.977, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 30%|██▉ | 139/469 [00:14<00:33, 9.88it/s, v_num=9, loss/train=0.293, alignment/train=0.0826, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 30%|██▉ | 140/469 [00:14<00:33, 9.91it/s, v_num=9, loss/train=0.293, alignment/train=0.0826, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 30%|██▉ | 140/469 [00:14<00:33, 9.91it/s, v_num=9, loss/train=0.306, alignment/train=0.104, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 30%|███ | 141/469 [00:14<00:33, 9.93it/s, v_num=9, loss/train=0.306, alignment/train=0.104, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 30%|███ | 141/469 [00:14<00:33, 9.93it/s, v_num=9, loss/train=0.309, alignment/train=0.0955, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 30%|███ | 142/469 [00:14<00:32, 9.93it/s, v_num=9, loss/train=0.309, alignment/train=0.0955, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 30%|███ | 142/469 [00:14<00:32, 9.93it/s, v_num=9, loss/train=0.426, alignment/train=0.124, uniformity/train=-3.45, contrastive_acc/train=0.965, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 30%|███ | 143/469 [00:14<00:32, 9.95it/s, v_num=9, loss/train=0.426, alignment/train=0.124, uniformity/train=-3.45, contrastive_acc/train=0.965, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 30%|███ | 143/469 [00:14<00:32, 9.95it/s, v_num=9, loss/train=0.369, alignment/train=0.0909, uniformity/train=-3.42, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 31%|███ | 144/469 [00:14<00:32, 9.95it/s, v_num=9, loss/train=0.369, alignment/train=0.0909, uniformity/train=-3.42, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 31%|███ | 144/469 [00:14<00:32, 9.95it/s, v_num=9, loss/train=0.315, alignment/train=0.0848, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 31%|███ | 145/469 [00:14<00:32, 9.93it/s, v_num=9, loss/train=0.315, alignment/train=0.0848, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 31%|███ | 145/469 [00:14<00:32, 9.93it/s, v_num=9, loss/train=0.352, alignment/train=0.0938, uniformity/train=-3.39, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 31%|███ | 146/469 [00:14<00:32, 9.96it/s, v_num=9, loss/train=0.352, alignment/train=0.0938, uniformity/train=-3.39, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 31%|███ | 146/469 [00:14<00:32, 9.96it/s, v_num=9, loss/train=0.311, alignment/train=0.104, uniformity/train=-3.49, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 31%|███▏ | 147/469 [00:14<00:32, 9.97it/s, v_num=9, loss/train=0.311, alignment/train=0.104, uniformity/train=-3.49, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 31%|███▏ | 147/469 [00:14<00:32, 9.97it/s, v_num=9, loss/train=0.391, alignment/train=0.0968, uniformity/train=-3.40, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 32%|███▏ | 148/469 [00:14<00:32, 9.96it/s, v_num=9, loss/train=0.391, alignment/train=0.0968, uniformity/train=-3.40, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 32%|███▏ | 148/469 [00:14<00:32, 9.96it/s, v_num=9, loss/train=0.370, alignment/train=0.0971, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 32%|███▏ | 149/469 [00:14<00:32, 9.98it/s, v_num=9, loss/train=0.370, alignment/train=0.0971, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 32%|███▏ | 149/469 [00:14<00:32, 9.98it/s, v_num=9, loss/train=0.314, alignment/train=0.0907, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 32%|███▏ | 150/469 [00:15<00:31, 9.99it/s, v_num=9, loss/train=0.314, alignment/train=0.0907, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 32%|███▏ | 150/469 [00:15<00:31, 9.99it/s, v_num=9, loss/train=0.317, alignment/train=0.105, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 32%|███▏ | 151/469 [00:15<00:31, 10.02it/s, v_num=9, loss/train=0.317, alignment/train=0.105, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 32%|███▏ | 151/469 [00:15<00:31, 10.02it/s, v_num=9, loss/train=0.347, alignment/train=0.0839, uniformity/train=-3.42, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 32%|███▏ | 152/469 [00:15<00:31, 10.04it/s, v_num=9, loss/train=0.347, alignment/train=0.0839, uniformity/train=-3.42, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 32%|███▏ | 152/469 [00:15<00:31, 10.04it/s, v_num=9, loss/train=0.356, alignment/train=0.0952, uniformity/train=-3.43, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 33%|███▎ | 153/469 [00:15<00:31, 10.07it/s, v_num=9, loss/train=0.356, alignment/train=0.0952, uniformity/train=-3.43, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 33%|███▎ | 153/469 [00:15<00:31, 10.07it/s, v_num=9, loss/train=0.362, alignment/train=0.103, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 33%|███▎ | 154/469 [00:15<00:31, 10.05it/s, v_num=9, loss/train=0.362, alignment/train=0.103, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 33%|███▎ | 154/469 [00:15<00:31, 10.05it/s, v_num=9, loss/train=0.318, alignment/train=0.0992, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 33%|███▎ | 155/469 [00:15<00:31, 10.00it/s, v_num=9, loss/train=0.318, alignment/train=0.0992, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 33%|███▎ | 155/469 [00:15<00:31, 10.00it/s, v_num=9, loss/train=0.343, alignment/train=0.104, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 33%|███▎ | 156/469 [00:15<00:31, 10.02it/s, v_num=9, loss/train=0.343, alignment/train=0.104, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 33%|███▎ | 156/469 [00:15<00:31, 10.02it/s, v_num=9, loss/train=0.362, alignment/train=0.0964, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 33%|███▎ | 157/469 [00:15<00:31, 10.05it/s, v_num=9, loss/train=0.362, alignment/train=0.0964, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 33%|███▎ | 157/469 [00:15<00:31, 10.05it/s, v_num=9, loss/train=0.332, alignment/train=0.0926, uniformity/train=-3.42, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 34%|███▎ | 158/469 [00:15<00:30, 10.07it/s, v_num=9, loss/train=0.332, alignment/train=0.0926, uniformity/train=-3.42, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 34%|███▎ | 158/469 [00:15<00:30, 10.07it/s, v_num=9, loss/train=0.331, alignment/train=0.0899, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 34%|███▍ | 159/469 [00:15<00:30, 10.07it/s, v_num=9, loss/train=0.331, alignment/train=0.0899, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 34%|███▍ | 159/469 [00:15<00:30, 10.07it/s, v_num=9, loss/train=0.314, alignment/train=0.0981, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 34%|███▍ | 160/469 [00:15<00:30, 10.04it/s, v_num=9, loss/train=0.314, alignment/train=0.0981, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 34%|███▍ | 160/469 [00:15<00:30, 10.04it/s, v_num=9, loss/train=0.266, alignment/train=0.0777, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 34%|███▍ | 161/469 [00:16<00:30, 10.04it/s, v_num=9, loss/train=0.266, alignment/train=0.0777, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 34%|███▍ | 161/469 [00:16<00:30, 10.04it/s, v_num=9, loss/train=0.369, alignment/train=0.103, uniformity/train=-3.45, contrastive_acc/train=0.973, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 35%|███▍ | 162/469 [00:16<00:30, 10.07it/s, v_num=9, loss/train=0.369, alignment/train=0.103, uniformity/train=-3.45, contrastive_acc/train=0.973, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 35%|███▍ | 162/469 [00:16<00:30, 10.07it/s, v_num=9, loss/train=0.319, alignment/train=0.0886, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 35%|███▍ | 163/469 [00:16<00:30, 10.09it/s, v_num=9, loss/train=0.319, alignment/train=0.0886, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 35%|███▍ | 163/469 [00:16<00:30, 10.09it/s, v_num=9, loss/train=0.284, alignment/train=0.0884, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 35%|███▍ | 164/469 [00:16<00:30, 10.09it/s, v_num=9, loss/train=0.284, alignment/train=0.0884, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 35%|███▍ | 164/469 [00:16<00:30, 10.09it/s, v_num=9, loss/train=0.283, alignment/train=0.0968, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 35%|███▌ | 165/469 [00:16<00:30, 10.08it/s, v_num=9, loss/train=0.283, alignment/train=0.0968, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 35%|███▌ | 165/469 [00:16<00:30, 10.08it/s, v_num=9, loss/train=0.362, alignment/train=0.102, uniformity/train=-3.42, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 35%|███▌ | 166/469 [00:16<00:30, 10.09it/s, v_num=9, loss/train=0.362, alignment/train=0.102, uniformity/train=-3.42, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 35%|███▌ | 166/469 [00:16<00:30, 10.09it/s, v_num=9, loss/train=0.299, alignment/train=0.0961, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 36%|███▌ | 167/469 [00:16<00:29, 10.10it/s, v_num=9, loss/train=0.299, alignment/train=0.0961, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 36%|███▌ | 167/469 [00:16<00:29, 10.10it/s, v_num=9, loss/train=0.358, alignment/train=0.102, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 36%|███▌ | 168/469 [00:16<00:29, 10.08it/s, v_num=9, loss/train=0.358, alignment/train=0.102, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 36%|███▌ | 168/469 [00:16<00:29, 10.08it/s, v_num=9, loss/train=0.309, alignment/train=0.0942, uniformity/train=-3.42, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 36%|███▌ | 169/469 [00:16<00:29, 10.10it/s, v_num=9, loss/train=0.309, alignment/train=0.0942, uniformity/train=-3.42, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 36%|███▌ | 169/469 [00:16<00:29, 10.10it/s, v_num=9, loss/train=0.356, alignment/train=0.0926, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 36%|███▌ | 170/469 [00:16<00:29, 10.11it/s, v_num=9, loss/train=0.356, alignment/train=0.0926, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 36%|███▌ | 170/469 [00:16<00:29, 10.11it/s, v_num=9, loss/train=0.324, alignment/train=0.0899, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 36%|███▋ | 171/469 [00:16<00:29, 10.12it/s, v_num=9, loss/train=0.324, alignment/train=0.0899, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 36%|███▋ | 171/469 [00:16<00:29, 10.12it/s, v_num=9, loss/train=0.369, alignment/train=0.102, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 37%|███▋ | 172/469 [00:16<00:29, 10.15it/s, v_num=9, loss/train=0.369, alignment/train=0.102, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 37%|███▋ | 172/469 [00:16<00:29, 10.15it/s, v_num=9, loss/train=0.298, alignment/train=0.0807, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 37%|███▋ | 173/469 [00:17<00:29, 10.17it/s, v_num=9, loss/train=0.298, alignment/train=0.0807, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 37%|███▋ | 173/469 [00:17<00:29, 10.17it/s, v_num=9, loss/train=0.307, alignment/train=0.0965, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 37%|███▋ | 174/469 [00:17<00:29, 10.13it/s, v_num=9, loss/train=0.307, alignment/train=0.0965, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 37%|███▋ | 174/469 [00:17<00:29, 10.13it/s, v_num=9, loss/train=0.298, alignment/train=0.0959, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 37%|███▋ | 175/469 [00:17<00:29, 10.12it/s, v_num=9, loss/train=0.298, alignment/train=0.0959, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 37%|███▋ | 175/469 [00:17<00:29, 10.12it/s, v_num=9, loss/train=0.317, alignment/train=0.0942, uniformity/train=-3.46, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 38%|███▊ | 176/469 [00:17<00:28, 10.14it/s, v_num=9, loss/train=0.317, alignment/train=0.0942, uniformity/train=-3.46, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 38%|███▊ | 176/469 [00:17<00:28, 10.14it/s, v_num=9, loss/train=0.313, alignment/train=0.0897, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 38%|███▊ | 177/469 [00:17<00:28, 10.17it/s, v_num=9, loss/train=0.313, alignment/train=0.0897, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 38%|███▊ | 177/469 [00:17<00:28, 10.17it/s, v_num=9, loss/train=0.309, alignment/train=0.0944, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 38%|███▊ | 178/469 [00:17<00:28, 10.16it/s, v_num=9, loss/train=0.309, alignment/train=0.0944, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 38%|███▊ | 178/469 [00:17<00:28, 10.16it/s, v_num=9, loss/train=0.290, alignment/train=0.0842, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 38%|███▊ | 179/469 [00:17<00:28, 10.13it/s, v_num=9, loss/train=0.290, alignment/train=0.0842, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 38%|███▊ | 179/469 [00:17<00:28, 10.13it/s, v_num=9, loss/train=0.304, alignment/train=0.0893, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 38%|███▊ | 180/469 [00:17<00:28, 10.15it/s, v_num=9, loss/train=0.304, alignment/train=0.0893, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 38%|███▊ | 180/469 [00:17<00:28, 10.15it/s, v_num=9, loss/train=0.300, alignment/train=0.105, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 39%|███▊ | 181/469 [00:17<00:28, 10.17it/s, v_num=9, loss/train=0.300, alignment/train=0.105, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 39%|███▊ | 181/469 [00:17<00:28, 10.17it/s, v_num=9, loss/train=0.338, alignment/train=0.104, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 39%|███▉ | 182/469 [00:17<00:28, 10.17it/s, v_num=9, loss/train=0.338, alignment/train=0.104, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 39%|███▉ | 182/469 [00:17<00:28, 10.17it/s, v_num=9, loss/train=0.357, alignment/train=0.0866, uniformity/train=-3.40, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 39%|███▉ | 183/469 [00:17<00:28, 10.17it/s, v_num=9, loss/train=0.357, alignment/train=0.0866, uniformity/train=-3.40, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 39%|███▉ | 183/469 [00:17<00:28, 10.17it/s, v_num=9, loss/train=0.349, alignment/train=0.0869, uniformity/train=-3.38, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 39%|███▉ | 184/469 [00:18<00:27, 10.19it/s, v_num=9, loss/train=0.349, alignment/train=0.0869, uniformity/train=-3.38, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 39%|███▉ | 184/469 [00:18<00:27, 10.19it/s, v_num=9, loss/train=0.359, alignment/train=0.087, uniformity/train=-3.41, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 39%|███▉ | 185/469 [00:18<00:27, 10.20it/s, v_num=9, loss/train=0.359, alignment/train=0.087, uniformity/train=-3.41, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 39%|███▉ | 185/469 [00:18<00:27, 10.20it/s, v_num=9, loss/train=0.324, alignment/train=0.0965, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 40%|███▉ | 186/469 [00:18<00:27, 10.19it/s, v_num=9, loss/train=0.324, alignment/train=0.0965, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 40%|███▉ | 186/469 [00:18<00:27, 10.19it/s, v_num=9, loss/train=0.334, alignment/train=0.0929, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 40%|███▉ | 187/469 [00:18<00:27, 10.20it/s, v_num=9, loss/train=0.334, alignment/train=0.0929, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 40%|███▉ | 187/469 [00:18<00:27, 10.20it/s, v_num=9, loss/train=0.320, alignment/train=0.0894, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 40%|████ | 188/469 [00:18<00:27, 10.22it/s, v_num=9, loss/train=0.320, alignment/train=0.0894, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 40%|████ | 188/469 [00:18<00:27, 10.22it/s, v_num=9, loss/train=0.297, alignment/train=0.087, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 40%|████ | 189/469 [00:18<00:27, 10.21it/s, v_num=9, loss/train=0.297, alignment/train=0.087, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 40%|████ | 189/469 [00:18<00:27, 10.21it/s, v_num=9, loss/train=0.350, alignment/train=0.0996, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 41%|████ | 190/469 [00:18<00:27, 10.23it/s, v_num=9, loss/train=0.350, alignment/train=0.0996, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 41%|████ | 190/469 [00:18<00:27, 10.23it/s, v_num=9, loss/train=0.275, alignment/train=0.0911, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 41%|████ | 191/469 [00:18<00:27, 10.23it/s, v_num=9, loss/train=0.275, alignment/train=0.0911, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 41%|████ | 191/469 [00:18<00:27, 10.23it/s, v_num=9, loss/train=0.336, alignment/train=0.112, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 41%|████ | 192/469 [00:18<00:27, 10.26it/s, v_num=9, loss/train=0.336, alignment/train=0.112, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 41%|████ | 192/469 [00:18<00:27, 10.25it/s, v_num=9, loss/train=0.328, alignment/train=0.0861, uniformity/train=-3.42, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 41%|████ | 193/469 [00:18<00:26, 10.25it/s, v_num=9, loss/train=0.328, alignment/train=0.0861, uniformity/train=-3.42, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 41%|████ | 193/469 [00:18<00:26, 10.25it/s, v_num=9, loss/train=0.342, alignment/train=0.108, uniformity/train=-3.47, contrastive_acc/train=0.973, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 41%|████▏ | 194/469 [00:18<00:26, 10.21it/s, v_num=9, loss/train=0.342, alignment/train=0.108, uniformity/train=-3.47, contrastive_acc/train=0.973, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 41%|████▏ | 194/469 [00:18<00:26, 10.21it/s, v_num=9, loss/train=0.327, alignment/train=0.0824, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 42%|████▏ | 195/469 [00:19<00:26, 10.23it/s, v_num=9, loss/train=0.327, alignment/train=0.0824, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 42%|████▏ | 195/469 [00:19<00:26, 10.23it/s, v_num=9, loss/train=0.317, alignment/train=0.0873, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 42%|████▏ | 196/469 [00:19<00:26, 10.25it/s, v_num=9, loss/train=0.317, alignment/train=0.0873, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 42%|████▏ | 196/469 [00:19<00:26, 10.25it/s, v_num=9, loss/train=0.360, alignment/train=0.116, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 42%|████▏ | 197/469 [00:19<00:26, 10.24it/s, v_num=9, loss/train=0.360, alignment/train=0.116, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 42%|████▏ | 197/469 [00:19<00:26, 10.24it/s, v_num=9, loss/train=0.357, alignment/train=0.114, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 42%|████▏ | 198/469 [00:19<00:26, 10.24it/s, v_num=9, loss/train=0.357, alignment/train=0.114, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 42%|████▏ | 198/469 [00:19<00:26, 10.24it/s, v_num=9, loss/train=0.352, alignment/train=0.0919, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 42%|████▏ | 199/469 [00:19<00:26, 10.22it/s, v_num=9, loss/train=0.352, alignment/train=0.0919, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 42%|████▏ | 199/469 [00:19<00:26, 10.22it/s, v_num=9, loss/train=0.297, alignment/train=0.0945, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 43%|████▎ | 200/469 [00:19<00:26, 10.25it/s, v_num=9, loss/train=0.297, alignment/train=0.0945, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 43%|████▎ | 200/469 [00:19<00:26, 10.25it/s, v_num=9, loss/train=0.368, alignment/train=0.106, uniformity/train=-3.46, contrastive_acc/train=0.980, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 43%|████▎ | 201/469 [00:19<00:26, 10.27it/s, v_num=9, loss/train=0.368, alignment/train=0.106, uniformity/train=-3.46, contrastive_acc/train=0.980, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 43%|████▎ | 201/469 [00:19<00:26, 10.27it/s, v_num=9, loss/train=0.322, alignment/train=0.0972, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 43%|████▎ | 202/469 [00:19<00:25, 10.27it/s, v_num=9, loss/train=0.322, alignment/train=0.0972, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 43%|████▎ | 202/469 [00:19<00:25, 10.27it/s, v_num=9, loss/train=0.361, alignment/train=0.0957, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 43%|████▎ | 203/469 [00:19<00:25, 10.26it/s, v_num=9, loss/train=0.361, alignment/train=0.0957, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 43%|████▎ | 203/469 [00:19<00:25, 10.26it/s, v_num=9, loss/train=0.304, alignment/train=0.0958, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 43%|████▎ | 204/469 [00:19<00:25, 10.26it/s, v_num=9, loss/train=0.304, alignment/train=0.0958, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 43%|████▎ | 204/469 [00:19<00:25, 10.26it/s, v_num=9, loss/train=0.305, alignment/train=0.0876, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 44%|████▎ | 205/469 [00:19<00:25, 10.27it/s, v_num=9, loss/train=0.305, alignment/train=0.0876, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 44%|████▎ | 205/469 [00:19<00:25, 10.27it/s, v_num=9, loss/train=0.310, alignment/train=0.0961, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 44%|████▍ | 206/469 [00:20<00:25, 10.29it/s, v_num=9, loss/train=0.310, alignment/train=0.0961, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 44%|████▍ | 206/469 [00:20<00:25, 10.29it/s, v_num=9, loss/train=0.351, alignment/train=0.103, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 44%|████▍ | 207/469 [00:20<00:25, 10.29it/s, v_num=9, loss/train=0.351, alignment/train=0.103, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 44%|████▍ | 207/469 [00:20<00:25, 10.28it/s, v_num=9, loss/train=0.312, alignment/train=0.0962, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 44%|████▍ | 208/469 [00:20<00:25, 10.28it/s, v_num=9, loss/train=0.312, alignment/train=0.0962, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 44%|████▍ | 208/469 [00:20<00:25, 10.28it/s, v_num=9, loss/train=0.288, alignment/train=0.0826, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 45%|████▍ | 209/469 [00:20<00:25, 10.28it/s, v_num=9, loss/train=0.288, alignment/train=0.0826, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 45%|████▍ | 209/469 [00:20<00:25, 10.28it/s, v_num=9, loss/train=0.320, alignment/train=0.0835, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 45%|████▍ | 210/469 [00:20<00:25, 10.29it/s, v_num=9, loss/train=0.320, alignment/train=0.0835, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 45%|████▍ | 210/469 [00:20<00:25, 10.29it/s, v_num=9, loss/train=0.303, alignment/train=0.101, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 45%|████▍ | 211/469 [00:20<00:25, 10.31it/s, v_num=9, loss/train=0.303, alignment/train=0.101, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 45%|████▍ | 211/469 [00:20<00:25, 10.31it/s, v_num=9, loss/train=0.313, alignment/train=0.0764, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 45%|████▌ | 212/469 [00:20<00:24, 10.32it/s, v_num=9, loss/train=0.313, alignment/train=0.0764, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 45%|████▌ | 212/469 [00:20<00:24, 10.32it/s, v_num=9, loss/train=0.265, alignment/train=0.0901, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 45%|████▌ | 213/469 [00:20<00:24, 10.31it/s, v_num=9, loss/train=0.265, alignment/train=0.0901, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 45%|████▌ | 213/469 [00:20<00:24, 10.31it/s, v_num=9, loss/train=0.283, alignment/train=0.0896, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 46%|████▌ | 214/469 [00:20<00:24, 10.32it/s, v_num=9, loss/train=0.283, alignment/train=0.0896, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 46%|████▌ | 214/469 [00:20<00:24, 10.32it/s, v_num=9, loss/train=0.326, alignment/train=0.0893, uniformity/train=-3.42, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 46%|████▌ | 215/469 [00:20<00:24, 10.32it/s, v_num=9, loss/train=0.326, alignment/train=0.0893, uniformity/train=-3.42, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 46%|████▌ | 215/469 [00:20<00:24, 10.32it/s, v_num=9, loss/train=0.307, alignment/train=0.0922, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 46%|████▌ | 216/469 [00:20<00:24, 10.33it/s, v_num=9, loss/train=0.307, alignment/train=0.0922, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 46%|████▌ | 216/469 [00:20<00:24, 10.33it/s, v_num=9, loss/train=0.384, alignment/train=0.112, uniformity/train=-3.42, contrastive_acc/train=0.980, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 46%|████▋ | 217/469 [00:21<00:24, 10.31it/s, v_num=9, loss/train=0.384, alignment/train=0.112, uniformity/train=-3.42, contrastive_acc/train=0.980, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 46%|████▋ | 217/469 [00:21<00:24, 10.31it/s, v_num=9, loss/train=0.288, alignment/train=0.0821, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 46%|████▋ | 218/469 [00:21<00:24, 10.31it/s, v_num=9, loss/train=0.288, alignment/train=0.0821, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 46%|████▋ | 218/469 [00:21<00:24, 10.31it/s, v_num=9, loss/train=0.322, alignment/train=0.116, uniformity/train=-3.46, contrastive_acc/train=0.980, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 47%|████▋ | 219/469 [00:21<00:24, 10.33it/s, v_num=9, loss/train=0.322, alignment/train=0.116, uniformity/train=-3.46, contrastive_acc/train=0.980, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 47%|████▋ | 219/469 [00:21<00:24, 10.33it/s, v_num=9, loss/train=0.363, alignment/train=0.102, uniformity/train=-3.43, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 47%|████▋ | 220/469 [00:21<00:24, 10.33it/s, v_num=9, loss/train=0.363, alignment/train=0.102, uniformity/train=-3.43, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 47%|████▋ | 220/469 [00:21<00:24, 10.33it/s, v_num=9, loss/train=0.339, alignment/train=0.0958, uniformity/train=-3.42, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 47%|████▋ | 221/469 [00:21<00:23, 10.35it/s, v_num=9, loss/train=0.339, alignment/train=0.0958, uniformity/train=-3.42, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 47%|████▋ | 221/469 [00:21<00:23, 10.35it/s, v_num=9, loss/train=0.316, alignment/train=0.0831, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 47%|████▋ | 222/469 [00:21<00:23, 10.34it/s, v_num=9, loss/train=0.316, alignment/train=0.0831, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 47%|████▋ | 222/469 [00:21<00:23, 10.34it/s, v_num=9, loss/train=0.311, alignment/train=0.092, uniformity/train=-3.46, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 48%|████▊ | 223/469 [00:21<00:23, 10.34it/s, v_num=9, loss/train=0.311, alignment/train=0.092, uniformity/train=-3.46, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 48%|████▊ | 223/469 [00:21<00:23, 10.34it/s, v_num=9, loss/train=0.364, alignment/train=0.107, uniformity/train=-3.41, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 48%|████▊ | 224/469 [00:21<00:23, 10.35it/s, v_num=9, loss/train=0.364, alignment/train=0.107, uniformity/train=-3.41, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 48%|████▊ | 224/469 [00:21<00:23, 10.35it/s, v_num=9, loss/train=0.292, alignment/train=0.096, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 48%|████▊ | 225/469 [00:21<00:23, 10.36it/s, v_num=9, loss/train=0.292, alignment/train=0.096, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 48%|████▊ | 225/469 [00:21<00:23, 10.36it/s, v_num=9, loss/train=0.329, alignment/train=0.106, uniformity/train=-3.47, contrastive_acc/train=0.980, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 48%|████▊ | 226/469 [00:21<00:23, 10.38it/s, v_num=9, loss/train=0.329, alignment/train=0.106, uniformity/train=-3.47, contrastive_acc/train=0.980, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 48%|████▊ | 226/469 [00:21<00:23, 10.38it/s, v_num=9, loss/train=0.319, alignment/train=0.0982, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 48%|████▊ | 227/469 [00:21<00:23, 10.39it/s, v_num=9, loss/train=0.319, alignment/train=0.0982, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 48%|████▊ | 227/469 [00:21<00:23, 10.39it/s, v_num=9, loss/train=0.339, alignment/train=0.0854, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 49%|████▊ | 228/469 [00:21<00:23, 10.38it/s, v_num=9, loss/train=0.339, alignment/train=0.0854, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 49%|████▊ | 228/469 [00:21<00:23, 10.38it/s, v_num=9, loss/train=0.333, alignment/train=0.0992, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 49%|████▉ | 229/469 [00:22<00:23, 10.39it/s, v_num=9, loss/train=0.333, alignment/train=0.0992, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 49%|████▉ | 229/469 [00:22<00:23, 10.39it/s, v_num=9, loss/train=0.300, alignment/train=0.094, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 49%|████▉ | 230/469 [00:22<00:23, 10.39it/s, v_num=9, loss/train=0.300, alignment/train=0.094, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 49%|████▉ | 230/469 [00:22<00:23, 10.39it/s, v_num=9, loss/train=0.335, alignment/train=0.0898, uniformity/train=-3.42, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 49%|████▉ | 231/469 [00:22<00:22, 10.38it/s, v_num=9, loss/train=0.335, alignment/train=0.0898, uniformity/train=-3.42, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 49%|████▉ | 231/469 [00:22<00:22, 10.38it/s, v_num=9, loss/train=0.292, alignment/train=0.0843, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 49%|████▉ | 232/469 [00:22<00:22, 10.39it/s, v_num=9, loss/train=0.292, alignment/train=0.0843, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 49%|████▉ | 232/469 [00:22<00:22, 10.39it/s, v_num=9, loss/train=0.313, alignment/train=0.0974, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 50%|████▉ | 233/469 [00:22<00:22, 10.40it/s, v_num=9, loss/train=0.313, alignment/train=0.0974, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 50%|████▉ | 233/469 [00:22<00:22, 10.40it/s, v_num=9, loss/train=0.326, alignment/train=0.103, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 50%|████▉ | 234/469 [00:22<00:22, 10.40it/s, v_num=9, loss/train=0.326, alignment/train=0.103, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 50%|████▉ | 234/469 [00:22<00:22, 10.40it/s, v_num=9, loss/train=0.311, alignment/train=0.0921, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 50%|█████ | 235/469 [00:22<00:22, 10.41it/s, v_num=9, loss/train=0.311, alignment/train=0.0921, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 50%|█████ | 235/469 [00:22<00:22, 10.41it/s, v_num=9, loss/train=0.322, alignment/train=0.0924, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 50%|█████ | 236/469 [00:22<00:22, 10.40it/s, v_num=9, loss/train=0.322, alignment/train=0.0924, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 50%|█████ | 236/469 [00:22<00:22, 10.40it/s, v_num=9, loss/train=0.279, alignment/train=0.0882, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 51%|█████ | 237/469 [00:22<00:22, 10.41it/s, v_num=9, loss/train=0.279, alignment/train=0.0882, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 51%|█████ | 237/469 [00:22<00:22, 10.41it/s, v_num=9, loss/train=0.288, alignment/train=0.0858, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 51%|█████ | 238/469 [00:22<00:22, 10.42it/s, v_num=9, loss/train=0.288, alignment/train=0.0858, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 51%|█████ | 238/469 [00:22<00:22, 10.42it/s, v_num=9, loss/train=0.285, alignment/train=0.0825, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 51%|█████ | 239/469 [00:22<00:22, 10.42it/s, v_num=9, loss/train=0.285, alignment/train=0.0825, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 51%|█████ | 239/469 [00:22<00:22, 10.42it/s, v_num=9, loss/train=0.360, alignment/train=0.0856, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 51%|█████ | 240/469 [00:23<00:22, 10.39it/s, v_num=9, loss/train=0.360, alignment/train=0.0856, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 51%|█████ | 240/469 [00:23<00:22, 10.39it/s, v_num=9, loss/train=0.273, alignment/train=0.0887, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 51%|█████▏ | 241/469 [00:23<00:21, 10.41it/s, v_num=9, loss/train=0.273, alignment/train=0.0887, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 51%|█████▏ | 241/469 [00:23<00:21, 10.41it/s, v_num=9, loss/train=0.315, alignment/train=0.0939, uniformity/train=-3.42, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 52%|█████▏ | 242/469 [00:23<00:21, 10.42it/s, v_num=9, loss/train=0.315, alignment/train=0.0939, uniformity/train=-3.42, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 52%|█████▏ | 242/469 [00:23<00:21, 10.42it/s, v_num=9, loss/train=0.320, alignment/train=0.0917, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 52%|█████▏ | 243/469 [00:23<00:21, 10.42it/s, v_num=9, loss/train=0.320, alignment/train=0.0917, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 52%|█████▏ | 243/469 [00:23<00:21, 10.42it/s, v_num=9, loss/train=0.362, alignment/train=0.0984, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 52%|█████▏ | 244/469 [00:23<00:21, 10.41it/s, v_num=9, loss/train=0.362, alignment/train=0.0984, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 52%|█████▏ | 244/469 [00:23<00:21, 10.41it/s, v_num=9, loss/train=0.321, alignment/train=0.0939, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 52%|█████▏ | 245/469 [00:23<00:21, 10.43it/s, v_num=9, loss/train=0.321, alignment/train=0.0939, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 52%|█████▏ | 245/469 [00:23<00:21, 10.43it/s, v_num=9, loss/train=0.341, alignment/train=0.0936, uniformity/train=-3.41, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 52%|█████▏ | 246/469 [00:23<00:21, 10.44it/s, v_num=9, loss/train=0.341, alignment/train=0.0936, uniformity/train=-3.41, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 52%|█████▏ | 246/469 [00:23<00:21, 10.44it/s, v_num=9, loss/train=0.310, alignment/train=0.0985, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 53%|█████▎ | 247/469 [00:23<00:21, 10.43it/s, v_num=9, loss/train=0.310, alignment/train=0.0985, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 53%|█████▎ | 247/469 [00:23<00:21, 10.43it/s, v_num=9, loss/train=0.338, alignment/train=0.0846, uniformity/train=-3.43, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 53%|█████▎ | 248/469 [00:23<00:21, 10.45it/s, v_num=9, loss/train=0.338, alignment/train=0.0846, uniformity/train=-3.43, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 53%|█████▎ | 248/469 [00:23<00:21, 10.45it/s, v_num=9, loss/train=0.340, alignment/train=0.0865, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 53%|█████▎ | 249/469 [00:23<00:21, 10.42it/s, v_num=9, loss/train=0.340, alignment/train=0.0865, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 53%|█████▎ | 249/469 [00:23<00:21, 10.42it/s, v_num=9, loss/train=0.292, alignment/train=0.115, uniformity/train=-3.48, contrastive_acc/train=0.977, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 53%|█████▎ | 250/469 [00:23<00:20, 10.43it/s, v_num=9, loss/train=0.292, alignment/train=0.115, uniformity/train=-3.48, contrastive_acc/train=0.977, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 53%|█████▎ | 250/469 [00:23<00:20, 10.43it/s, v_num=9, loss/train=0.351, alignment/train=0.102, uniformity/train=-3.39, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 54%|█████▎ | 251/469 [00:24<00:20, 10.45it/s, v_num=9, loss/train=0.351, alignment/train=0.102, uniformity/train=-3.39, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 54%|█████▎ | 251/469 [00:24<00:20, 10.45it/s, v_num=9, loss/train=0.327, alignment/train=0.0937, uniformity/train=-3.45, contrastive_acc/train=0.980, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 54%|█████▎ | 252/469 [00:24<00:20, 10.46it/s, v_num=9, loss/train=0.327, alignment/train=0.0937, uniformity/train=-3.45, contrastive_acc/train=0.980, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 54%|█████▎ | 252/469 [00:24<00:20, 10.46it/s, v_num=9, loss/train=0.405, alignment/train=0.100, uniformity/train=-3.42, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 54%|█████▍ | 253/469 [00:24<00:20, 10.46it/s, v_num=9, loss/train=0.405, alignment/train=0.100, uniformity/train=-3.42, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 54%|█████▍ | 253/469 [00:24<00:20, 10.46it/s, v_num=9, loss/train=0.349, alignment/train=0.0903, uniformity/train=-3.42, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 54%|█████▍ | 254/469 [00:24<00:20, 10.46it/s, v_num=9, loss/train=0.349, alignment/train=0.0903, uniformity/train=-3.42, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 54%|█████▍ | 254/469 [00:24<00:20, 10.46it/s, v_num=9, loss/train=0.302, alignment/train=0.108, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 54%|█████▍ | 255/469 [00:24<00:20, 10.46it/s, v_num=9, loss/train=0.302, alignment/train=0.108, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 54%|█████▍ | 255/469 [00:24<00:20, 10.46it/s, v_num=9, loss/train=0.295, alignment/train=0.0884, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 55%|█████▍ | 256/469 [00:24<00:20, 10.47it/s, v_num=9, loss/train=0.295, alignment/train=0.0884, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 55%|█████▍ | 256/469 [00:24<00:20, 10.47it/s, v_num=9, loss/train=0.299, alignment/train=0.0943, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 55%|█████▍ | 257/469 [00:24<00:20, 10.44it/s, v_num=9, loss/train=0.299, alignment/train=0.0943, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 55%|█████▍ | 257/469 [00:24<00:20, 10.44it/s, v_num=9, loss/train=0.378, alignment/train=0.110, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 55%|█████▌ | 258/469 [00:24<00:20, 10.46it/s, v_num=9, loss/train=0.378, alignment/train=0.110, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 55%|█████▌ | 258/469 [00:24<00:20, 10.45it/s, v_num=9, loss/train=0.313, alignment/train=0.0924, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 55%|█████▌ | 259/469 [00:24<00:20, 10.47it/s, v_num=9, loss/train=0.313, alignment/train=0.0924, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 55%|█████▌ | 259/469 [00:24<00:20, 10.47it/s, v_num=9, loss/train=0.318, alignment/train=0.0865, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 55%|█████▌ | 260/469 [00:24<00:19, 10.47it/s, v_num=9, loss/train=0.318, alignment/train=0.0865, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 55%|█████▌ | 260/469 [00:24<00:19, 10.47it/s, v_num=9, loss/train=0.289, alignment/train=0.0951, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 56%|█████▌ | 261/469 [00:24<00:19, 10.47it/s, v_num=9, loss/train=0.289, alignment/train=0.0951, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 56%|█████▌ | 261/469 [00:24<00:19, 10.47it/s, v_num=9, loss/train=0.291, alignment/train=0.0883, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 56%|█████▌ | 262/469 [00:24<00:19, 10.48it/s, v_num=9, loss/train=0.291, alignment/train=0.0883, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 56%|█████▌ | 262/469 [00:24<00:19, 10.48it/s, v_num=9, loss/train=0.324, alignment/train=0.0861, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 56%|█████▌ | 263/469 [00:25<00:19, 10.50it/s, v_num=9, loss/train=0.324, alignment/train=0.0861, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 56%|█████▌ | 263/469 [00:25<00:19, 10.50it/s, v_num=9, loss/train=0.330, alignment/train=0.0965, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 56%|█████▋ | 264/469 [00:25<00:19, 10.48it/s, v_num=9, loss/train=0.330, alignment/train=0.0965, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 56%|█████▋ | 264/469 [00:25<00:19, 10.48it/s, v_num=9, loss/train=0.305, alignment/train=0.0891, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 57%|█████▋ | 265/469 [00:25<00:19, 10.48it/s, v_num=9, loss/train=0.305, alignment/train=0.0891, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 57%|█████▋ | 265/469 [00:25<00:19, 10.48it/s, v_num=9, loss/train=0.322, alignment/train=0.0931, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 57%|█████▋ | 266/469 [00:25<00:19, 10.49it/s, v_num=9, loss/train=0.322, alignment/train=0.0931, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 57%|█████▋ | 266/469 [00:25<00:19, 10.49it/s, v_num=9, loss/train=0.307, alignment/train=0.089, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 57%|█████▋ | 267/469 [00:25<00:19, 10.48it/s, v_num=9, loss/train=0.307, alignment/train=0.089, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 57%|█████▋ | 267/469 [00:25<00:19, 10.48it/s, v_num=9, loss/train=0.327, alignment/train=0.087, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 57%|█████▋ | 268/469 [00:25<00:19, 10.48it/s, v_num=9, loss/train=0.327, alignment/train=0.087, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 57%|█████▋ | 268/469 [00:25<00:19, 10.48it/s, v_num=9, loss/train=0.271, alignment/train=0.0857, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 57%|█████▋ | 269/469 [00:25<00:19, 10.50it/s, v_num=9, loss/train=0.271, alignment/train=0.0857, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 57%|█████▋ | 269/469 [00:25<00:19, 10.50it/s, v_num=9, loss/train=0.379, alignment/train=0.089, uniformity/train=-3.38, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 58%|█████▊ | 270/469 [00:25<00:18, 10.50it/s, v_num=9, loss/train=0.379, alignment/train=0.089, uniformity/train=-3.38, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 58%|█████▊ | 270/469 [00:25<00:18, 10.50it/s, v_num=9, loss/train=0.341, alignment/train=0.0986, uniformity/train=-3.46, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 58%|█████▊ | 271/469 [00:25<00:18, 10.50it/s, v_num=9, loss/train=0.341, alignment/train=0.0986, uniformity/train=-3.46, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 58%|█████▊ | 271/469 [00:25<00:18, 10.50it/s, v_num=9, loss/train=0.269, alignment/train=0.0979, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 58%|█████▊ | 272/469 [00:25<00:18, 10.49it/s, v_num=9, loss/train=0.269, alignment/train=0.0979, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 58%|█████▊ | 272/469 [00:25<00:18, 10.49it/s, v_num=9, loss/train=0.359, alignment/train=0.102, uniformity/train=-3.39, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 58%|█████▊ | 273/469 [00:25<00:18, 10.50it/s, v_num=9, loss/train=0.359, alignment/train=0.102, uniformity/train=-3.39, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 58%|█████▊ | 273/469 [00:25<00:18, 10.50it/s, v_num=9, loss/train=0.293, alignment/train=0.0968, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 58%|█████▊ | 274/469 [00:26<00:18, 10.52it/s, v_num=9, loss/train=0.293, alignment/train=0.0968, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 58%|█████▊ | 274/469 [00:26<00:18, 10.52it/s, v_num=9, loss/train=0.273, alignment/train=0.0777, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 59%|█████▊ | 275/469 [00:26<00:18, 10.52it/s, v_num=9, loss/train=0.273, alignment/train=0.0777, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 59%|█████▊ | 275/469 [00:26<00:18, 10.52it/s, v_num=9, loss/train=0.349, alignment/train=0.0937, uniformity/train=-3.42, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 59%|█████▉ | 276/469 [00:26<00:18, 10.52it/s, v_num=9, loss/train=0.349, alignment/train=0.0937, uniformity/train=-3.42, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 59%|█████▉ | 276/469 [00:26<00:18, 10.52it/s, v_num=9, loss/train=0.343, alignment/train=0.102, uniformity/train=-3.41, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 59%|█████▉ | 277/469 [00:26<00:18, 10.52it/s, v_num=9, loss/train=0.343, alignment/train=0.102, uniformity/train=-3.41, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 59%|█████▉ | 277/469 [00:26<00:18, 10.51it/s, v_num=9, loss/train=0.298, alignment/train=0.107, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 59%|█████▉ | 278/469 [00:26<00:18, 10.53it/s, v_num=9, loss/train=0.298, alignment/train=0.107, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 59%|█████▉ | 278/469 [00:26<00:18, 10.53it/s, v_num=9, loss/train=0.329, alignment/train=0.0923, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 59%|█████▉ | 279/469 [00:26<00:18, 10.54it/s, v_num=9, loss/train=0.329, alignment/train=0.0923, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 59%|█████▉ | 279/469 [00:26<00:18, 10.54it/s, v_num=9, loss/train=0.354, alignment/train=0.103, uniformity/train=-3.40, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 60%|█████▉ | 280/469 [00:26<00:17, 10.53it/s, v_num=9, loss/train=0.354, alignment/train=0.103, uniformity/train=-3.40, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 60%|█████▉ | 280/469 [00:26<00:17, 10.53it/s, v_num=9, loss/train=0.349, alignment/train=0.101, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 60%|█████▉ | 281/469 [00:26<00:17, 10.52it/s, v_num=9, loss/train=0.349, alignment/train=0.101, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 60%|█████▉ | 281/469 [00:26<00:17, 10.52it/s, v_num=9, loss/train=0.267, alignment/train=0.0838, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 60%|██████ | 282/469 [00:26<00:17, 10.54it/s, v_num=9, loss/train=0.267, alignment/train=0.0838, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 60%|██████ | 282/469 [00:26<00:17, 10.54it/s, v_num=9, loss/train=0.321, alignment/train=0.105, uniformity/train=-3.39, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 60%|██████ | 283/469 [00:26<00:17, 10.53it/s, v_num=9, loss/train=0.321, alignment/train=0.105, uniformity/train=-3.39, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 60%|██████ | 283/469 [00:26<00:17, 10.53it/s, v_num=9, loss/train=0.280, alignment/train=0.0877, uniformity/train=-3.42, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 61%|██████ | 284/469 [00:26<00:17, 10.52it/s, v_num=9, loss/train=0.280, alignment/train=0.0877, uniformity/train=-3.42, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 61%|██████ | 284/469 [00:26<00:17, 10.52it/s, v_num=9, loss/train=0.325, alignment/train=0.0895, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 61%|██████ | 285/469 [00:27<00:17, 10.53it/s, v_num=9, loss/train=0.325, alignment/train=0.0895, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 61%|██████ | 285/469 [00:27<00:17, 10.53it/s, v_num=9, loss/train=0.271, alignment/train=0.088, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 61%|██████ | 286/469 [00:27<00:17, 10.53it/s, v_num=9, loss/train=0.271, alignment/train=0.088, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 61%|██████ | 286/469 [00:27<00:17, 10.53it/s, v_num=9, loss/train=0.264, alignment/train=0.0999, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 61%|██████ | 287/469 [00:27<00:17, 10.54it/s, v_num=9, loss/train=0.264, alignment/train=0.0999, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 61%|██████ | 287/469 [00:27<00:17, 10.54it/s, v_num=9, loss/train=0.315, alignment/train=0.096, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 61%|██████▏ | 288/469 [00:27<00:17, 10.54it/s, v_num=9, loss/train=0.315, alignment/train=0.096, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 61%|██████▏ | 288/469 [00:27<00:17, 10.54it/s, v_num=9, loss/train=0.296, alignment/train=0.0812, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 62%|██████▏ | 289/469 [00:27<00:17, 10.54it/s, v_num=9, loss/train=0.296, alignment/train=0.0812, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 62%|██████▏ | 289/469 [00:27<00:17, 10.54it/s, v_num=9, loss/train=0.339, alignment/train=0.108, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 62%|██████▏ | 290/469 [00:27<00:16, 10.54it/s, v_num=9, loss/train=0.339, alignment/train=0.108, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 62%|██████▏ | 290/469 [00:27<00:16, 10.54it/s, v_num=9, loss/train=0.316, alignment/train=0.0908, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 62%|██████▏ | 291/469 [00:27<00:16, 10.54it/s, v_num=9, loss/train=0.316, alignment/train=0.0908, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 62%|██████▏ | 291/469 [00:27<00:16, 10.54it/s, v_num=9, loss/train=0.306, alignment/train=0.0987, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 62%|██████▏ | 292/469 [00:27<00:16, 10.55it/s, v_num=9, loss/train=0.306, alignment/train=0.0987, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 62%|██████▏ | 292/469 [00:27<00:16, 10.55it/s, v_num=9, loss/train=0.314, alignment/train=0.107, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 62%|██████▏ | 293/469 [00:27<00:16, 10.56it/s, v_num=9, loss/train=0.314, alignment/train=0.107, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 62%|██████▏ | 293/469 [00:27<00:16, 10.56it/s, v_num=9, loss/train=0.243, alignment/train=0.0878, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 63%|██████▎ | 294/469 [00:27<00:16, 10.55it/s, v_num=9, loss/train=0.243, alignment/train=0.0878, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 63%|██████▎ | 294/469 [00:27<00:16, 10.54it/s, v_num=9, loss/train=0.353, alignment/train=0.0891, uniformity/train=-3.41, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 63%|██████▎ | 295/469 [00:27<00:16, 10.55it/s, v_num=9, loss/train=0.353, alignment/train=0.0891, uniformity/train=-3.41, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 63%|██████▎ | 295/469 [00:27<00:16, 10.55it/s, v_num=9, loss/train=0.380, alignment/train=0.112, uniformity/train=-3.46, contrastive_acc/train=0.977, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 63%|██████▎ | 296/469 [00:28<00:16, 10.54it/s, v_num=9, loss/train=0.380, alignment/train=0.112, uniformity/train=-3.46, contrastive_acc/train=0.977, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 63%|██████▎ | 296/469 [00:28<00:16, 10.54it/s, v_num=9, loss/train=0.381, alignment/train=0.118, uniformity/train=-3.46, contrastive_acc/train=0.973, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 63%|██████▎ | 297/469 [00:28<00:16, 10.55it/s, v_num=9, loss/train=0.381, alignment/train=0.118, uniformity/train=-3.46, contrastive_acc/train=0.973, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 63%|██████▎ | 297/469 [00:28<00:16, 10.55it/s, v_num=9, loss/train=0.388, alignment/train=0.116, uniformity/train=-3.47, contrastive_acc/train=0.980, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 64%|██████▎ | 298/469 [00:28<00:16, 10.55it/s, v_num=9, loss/train=0.388, alignment/train=0.116, uniformity/train=-3.47, contrastive_acc/train=0.980, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 64%|██████▎ | 298/469 [00:28<00:16, 10.55it/s, v_num=9, loss/train=0.349, alignment/train=0.100, uniformity/train=-3.45, contrastive_acc/train=0.977, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 64%|██████▍ | 299/469 [00:28<00:16, 10.54it/s, v_num=9, loss/train=0.349, alignment/train=0.100, uniformity/train=-3.45, contrastive_acc/train=0.977, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 64%|██████▍ | 299/469 [00:28<00:16, 10.54it/s, v_num=9, loss/train=0.258, alignment/train=0.0934, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 64%|██████▍ | 300/469 [00:28<00:16, 10.56it/s, v_num=9, loss/train=0.258, alignment/train=0.0934, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 64%|██████▍ | 300/469 [00:28<00:16, 10.56it/s, v_num=9, loss/train=0.330, alignment/train=0.0884, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 64%|██████▍ | 301/469 [00:28<00:15, 10.57it/s, v_num=9, loss/train=0.330, alignment/train=0.0884, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 64%|██████▍ | 301/469 [00:28<00:15, 10.57it/s, v_num=9, loss/train=0.323, alignment/train=0.103, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 64%|██████▍ | 302/469 [00:28<00:15, 10.57it/s, v_num=9, loss/train=0.323, alignment/train=0.103, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 64%|██████▍ | 302/469 [00:28<00:15, 10.57it/s, v_num=9, loss/train=0.334, alignment/train=0.0942, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 65%|██████▍ | 303/469 [00:28<00:15, 10.57it/s, v_num=9, loss/train=0.334, alignment/train=0.0942, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 65%|██████▍ | 303/469 [00:28<00:15, 10.57it/s, v_num=9, loss/train=0.347, alignment/train=0.0955, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 65%|██████▍ | 304/469 [00:28<00:15, 10.56it/s, v_num=9, loss/train=0.347, alignment/train=0.0955, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 65%|██████▍ | 304/469 [00:28<00:15, 10.56it/s, v_num=9, loss/train=0.349, alignment/train=0.0941, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 65%|██████▌ | 305/469 [00:28<00:15, 10.58it/s, v_num=9, loss/train=0.349, alignment/train=0.0941, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 65%|██████▌ | 305/469 [00:28<00:15, 10.58it/s, v_num=9, loss/train=0.314, alignment/train=0.0931, uniformity/train=-3.46, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 65%|██████▌ | 306/469 [00:28<00:15, 10.59it/s, v_num=9, loss/train=0.314, alignment/train=0.0931, uniformity/train=-3.46, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 65%|██████▌ | 306/469 [00:28<00:15, 10.58it/s, v_num=9, loss/train=0.304, alignment/train=0.083, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 65%|██████▌ | 307/469 [00:29<00:15, 10.58it/s, v_num=9, loss/train=0.304, alignment/train=0.083, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 65%|██████▌ | 307/469 [00:29<00:15, 10.58it/s, v_num=9, loss/train=0.288, alignment/train=0.0881, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 66%|██████▌ | 308/469 [00:29<00:15, 10.58it/s, v_num=9, loss/train=0.288, alignment/train=0.0881, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 66%|██████▌ | 308/469 [00:29<00:15, 10.58it/s, v_num=9, loss/train=0.346, alignment/train=0.103, uniformity/train=-3.45, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 66%|██████▌ | 309/469 [00:29<00:15, 10.58it/s, v_num=9, loss/train=0.346, alignment/train=0.103, uniformity/train=-3.45, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 66%|██████▌ | 309/469 [00:29<00:15, 10.58it/s, v_num=9, loss/train=0.292, alignment/train=0.0967, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 66%|██████▌ | 310/469 [00:29<00:15, 10.59it/s, v_num=9, loss/train=0.292, alignment/train=0.0967, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 66%|██████▌ | 310/469 [00:29<00:15, 10.59it/s, v_num=9, loss/train=0.323, alignment/train=0.0983, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 66%|██████▋ | 311/469 [00:29<00:14, 10.58it/s, v_num=9, loss/train=0.323, alignment/train=0.0983, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 66%|██████▋ | 311/469 [00:29<00:14, 10.58it/s, v_num=9, loss/train=0.317, alignment/train=0.100, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 67%|██████▋ | 312/469 [00:29<00:14, 10.59it/s, v_num=9, loss/train=0.317, alignment/train=0.100, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 67%|██████▋ | 312/469 [00:29<00:14, 10.59it/s, v_num=9, loss/train=0.289, alignment/train=0.0904, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 67%|██████▋ | 313/469 [00:29<00:14, 10.59it/s, v_num=9, loss/train=0.289, alignment/train=0.0904, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 67%|██████▋ | 313/469 [00:29<00:14, 10.59it/s, v_num=9, loss/train=0.321, alignment/train=0.0989, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 67%|██████▋ | 314/469 [00:29<00:14, 10.59it/s, v_num=9, loss/train=0.321, alignment/train=0.0989, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 67%|██████▋ | 314/469 [00:29<00:14, 10.59it/s, v_num=9, loss/train=0.291, alignment/train=0.0874, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 67%|██████▋ | 315/469 [00:29<00:14, 10.59it/s, v_num=9, loss/train=0.291, alignment/train=0.0874, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 67%|██████▋ | 315/469 [00:29<00:14, 10.59it/s, v_num=9, loss/train=0.337, alignment/train=0.0972, uniformity/train=-3.46, contrastive_acc/train=0.977, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 67%|██████▋ | 316/469 [00:29<00:14, 10.60it/s, v_num=9, loss/train=0.337, alignment/train=0.0972, uniformity/train=-3.46, contrastive_acc/train=0.977, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 67%|██████▋ | 316/469 [00:29<00:14, 10.60it/s, v_num=9, loss/train=0.309, alignment/train=0.0974, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 68%|██████▊ | 317/469 [00:29<00:14, 10.60it/s, v_num=9, loss/train=0.309, alignment/train=0.0974, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 68%|██████▊ | 317/469 [00:29<00:14, 10.60it/s, v_num=9, loss/train=0.267, alignment/train=0.0785, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 68%|██████▊ | 318/469 [00:29<00:14, 10.61it/s, v_num=9, loss/train=0.267, alignment/train=0.0785, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 68%|██████▊ | 318/469 [00:29<00:14, 10.61it/s, v_num=9, loss/train=0.332, alignment/train=0.0904, uniformity/train=-3.44, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 68%|██████▊ | 319/469 [00:30<00:14, 10.60it/s, v_num=9, loss/train=0.332, alignment/train=0.0904, uniformity/train=-3.44, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 68%|██████▊ | 319/469 [00:30<00:14, 10.60it/s, v_num=9, loss/train=0.287, alignment/train=0.0958, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 68%|██████▊ | 320/469 [00:30<00:14, 10.61it/s, v_num=9, loss/train=0.287, alignment/train=0.0958, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 68%|██████▊ | 320/469 [00:30<00:14, 10.61it/s, v_num=9, loss/train=0.252, alignment/train=0.0956, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 68%|██████▊ | 321/469 [00:30<00:13, 10.59it/s, v_num=9, loss/train=0.252, alignment/train=0.0956, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 68%|██████▊ | 321/469 [00:30<00:13, 10.59it/s, v_num=9, loss/train=0.304, alignment/train=0.0965, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 69%|██████▊ | 322/469 [00:30<00:13, 10.60it/s, v_num=9, loss/train=0.304, alignment/train=0.0965, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 69%|██████▊ | 322/469 [00:30<00:13, 10.60it/s, v_num=9, loss/train=0.288, alignment/train=0.0921, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 69%|██████▉ | 323/469 [00:30<00:13, 10.62it/s, v_num=9, loss/train=0.288, alignment/train=0.0921, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 69%|██████▉ | 323/469 [00:30<00:13, 10.62it/s, v_num=9, loss/train=0.295, alignment/train=0.0868, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 69%|██████▉ | 324/469 [00:30<00:13, 10.61it/s, v_num=9, loss/train=0.295, alignment/train=0.0868, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 69%|██████▉ | 324/469 [00:30<00:13, 10.61it/s, v_num=9, loss/train=0.323, alignment/train=0.105, uniformity/train=-3.46, contrastive_acc/train=0.977, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 69%|██████▉ | 325/469 [00:30<00:13, 10.60it/s, v_num=9, loss/train=0.323, alignment/train=0.105, uniformity/train=-3.46, contrastive_acc/train=0.977, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 69%|██████▉ | 325/469 [00:30<00:13, 10.60it/s, v_num=9, loss/train=0.290, alignment/train=0.0891, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 70%|██████▉ | 326/469 [00:30<00:13, 10.61it/s, v_num=9, loss/train=0.290, alignment/train=0.0891, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 70%|██████▉ | 326/469 [00:30<00:13, 10.61it/s, v_num=9, loss/train=0.325, alignment/train=0.0927, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 70%|██████▉ | 327/469 [00:30<00:13, 10.62it/s, v_num=9, loss/train=0.325, alignment/train=0.0927, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 70%|██████▉ | 327/469 [00:30<00:13, 10.62it/s, v_num=9, loss/train=0.267, alignment/train=0.0973, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 70%|██████▉ | 328/469 [00:30<00:13, 10.63it/s, v_num=9, loss/train=0.267, alignment/train=0.0973, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 70%|██████▉ | 328/469 [00:30<00:13, 10.63it/s, v_num=9, loss/train=0.280, alignment/train=0.0963, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 70%|███████ | 329/469 [00:30<00:13, 10.63it/s, v_num=9, loss/train=0.280, alignment/train=0.0963, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 70%|███████ | 329/469 [00:30<00:13, 10.63it/s, v_num=9, loss/train=0.279, alignment/train=0.0947, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 70%|███████ | 330/469 [00:31<00:13, 10.63it/s, v_num=9, loss/train=0.279, alignment/train=0.0947, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 70%|███████ | 330/469 [00:31<00:13, 10.63it/s, v_num=9, loss/train=0.346, alignment/train=0.103, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 71%|███████ | 331/469 [00:31<00:13, 10.60it/s, v_num=9, loss/train=0.346, alignment/train=0.103, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 71%|███████ | 331/469 [00:31<00:13, 10.60it/s, v_num=9, loss/train=0.280, alignment/train=0.0722, uniformity/train=-3.40, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 71%|███████ | 332/469 [00:31<00:12, 10.62it/s, v_num=9, loss/train=0.280, alignment/train=0.0722, uniformity/train=-3.40, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 71%|███████ | 332/469 [00:31<00:12, 10.62it/s, v_num=9, loss/train=0.355, alignment/train=0.0989, uniformity/train=-3.43, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 71%|███████ | 333/469 [00:31<00:12, 10.63it/s, v_num=9, loss/train=0.355, alignment/train=0.0989, uniformity/train=-3.43, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 71%|███████ | 333/469 [00:31<00:12, 10.63it/s, v_num=9, loss/train=0.313, alignment/train=0.083, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 71%|███████ | 334/469 [00:31<00:12, 10.62it/s, v_num=9, loss/train=0.313, alignment/train=0.083, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 71%|███████ | 334/469 [00:31<00:12, 10.62it/s, v_num=9, loss/train=0.398, alignment/train=0.104, uniformity/train=-3.44, contrastive_acc/train=0.957, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 71%|███████▏ | 335/469 [00:31<00:12, 10.62it/s, v_num=9, loss/train=0.398, alignment/train=0.104, uniformity/train=-3.44, contrastive_acc/train=0.957, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 71%|███████▏ | 335/469 [00:31<00:12, 10.62it/s, v_num=9, loss/train=0.290, alignment/train=0.0908, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 72%|███████▏ | 336/469 [00:31<00:12, 10.63it/s, v_num=9, loss/train=0.290, alignment/train=0.0908, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 72%|███████▏ | 336/469 [00:31<00:12, 10.63it/s, v_num=9, loss/train=0.315, alignment/train=0.102, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 72%|███████▏ | 337/469 [00:31<00:12, 10.61it/s, v_num=9, loss/train=0.315, alignment/train=0.102, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 72%|███████▏ | 337/469 [00:31<00:12, 10.61it/s, v_num=9, loss/train=0.361, alignment/train=0.101, uniformity/train=-3.43, contrastive_acc/train=0.980, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 72%|███████▏ | 338/469 [00:31<00:12, 10.63it/s, v_num=9, loss/train=0.361, alignment/train=0.101, uniformity/train=-3.43, contrastive_acc/train=0.980, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 72%|███████▏ | 338/469 [00:31<00:12, 10.63it/s, v_num=9, loss/train=0.364, alignment/train=0.0991, uniformity/train=-3.41, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 72%|███████▏ | 339/469 [00:31<00:12, 10.63it/s, v_num=9, loss/train=0.364, alignment/train=0.0991, uniformity/train=-3.41, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 72%|███████▏ | 339/469 [00:31<00:12, 10.63it/s, v_num=9, loss/train=0.302, alignment/train=0.110, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 72%|███████▏ | 340/469 [00:31<00:12, 10.63it/s, v_num=9, loss/train=0.302, alignment/train=0.110, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 72%|███████▏ | 340/469 [00:31<00:12, 10.63it/s, v_num=9, loss/train=0.268, alignment/train=0.0891, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 73%|███████▎ | 341/469 [00:32<00:12, 10.64it/s, v_num=9, loss/train=0.268, alignment/train=0.0891, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 73%|███████▎ | 341/469 [00:32<00:12, 10.64it/s, v_num=9, loss/train=0.297, alignment/train=0.095, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 73%|███████▎ | 342/469 [00:32<00:11, 10.66it/s, v_num=9, loss/train=0.297, alignment/train=0.095, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 73%|███████▎ | 342/469 [00:32<00:11, 10.65it/s, v_num=9, loss/train=0.351, alignment/train=0.106, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 73%|███████▎ | 343/469 [00:32<00:11, 10.67it/s, v_num=9, loss/train=0.351, alignment/train=0.106, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 73%|███████▎ | 343/469 [00:32<00:11, 10.67it/s, v_num=9, loss/train=0.314, alignment/train=0.0873, uniformity/train=-3.42, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 73%|███████▎ | 344/469 [00:32<00:11, 10.66it/s, v_num=9, loss/train=0.314, alignment/train=0.0873, uniformity/train=-3.42, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 73%|███████▎ | 344/469 [00:32<00:11, 10.66it/s, v_num=9, loss/train=0.359, alignment/train=0.113, uniformity/train=-3.45, contrastive_acc/train=0.973, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 74%|███████▎ | 345/469 [00:32<00:11, 10.63it/s, v_num=9, loss/train=0.359, alignment/train=0.113, uniformity/train=-3.45, contrastive_acc/train=0.973, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 74%|███████▎ | 345/469 [00:32<00:11, 10.63it/s, v_num=9, loss/train=0.300, alignment/train=0.093, uniformity/train=-3.42, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 74%|███████▍ | 346/469 [00:32<00:11, 10.63it/s, v_num=9, loss/train=0.300, alignment/train=0.093, uniformity/train=-3.42, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 74%|███████▍ | 346/469 [00:32<00:11, 10.63it/s, v_num=9, loss/train=0.367, alignment/train=0.103, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 74%|███████▍ | 347/469 [00:32<00:11, 10.64it/s, v_num=9, loss/train=0.367, alignment/train=0.103, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 74%|███████▍ | 347/469 [00:32<00:11, 10.64it/s, v_num=9, loss/train=0.347, alignment/train=0.108, uniformity/train=-3.46, contrastive_acc/train=0.973, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 74%|███████▍ | 348/469 [00:32<00:11, 10.64it/s, v_num=9, loss/train=0.347, alignment/train=0.108, uniformity/train=-3.46, contrastive_acc/train=0.973, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 74%|███████▍ | 348/469 [00:32<00:11, 10.64it/s, v_num=9, loss/train=0.305, alignment/train=0.096, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 74%|███████▍ | 349/469 [00:32<00:11, 10.65it/s, v_num=9, loss/train=0.305, alignment/train=0.096, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 74%|███████▍ | 349/469 [00:32<00:11, 10.65it/s, v_num=9, loss/train=0.331, alignment/train=0.103, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 75%|███████▍ | 350/469 [00:32<00:11, 10.66it/s, v_num=9, loss/train=0.331, alignment/train=0.103, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 75%|███████▍ | 350/469 [00:32<00:11, 10.66it/s, v_num=9, loss/train=0.353, alignment/train=0.0857, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 75%|███████▍ | 351/469 [00:32<00:11, 10.67it/s, v_num=9, loss/train=0.353, alignment/train=0.0857, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 75%|███████▍ | 351/469 [00:32<00:11, 10.67it/s, v_num=9, loss/train=0.307, alignment/train=0.0941, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 75%|███████▌ | 352/469 [00:33<00:10, 10.67it/s, v_num=9, loss/train=0.307, alignment/train=0.0941, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 75%|███████▌ | 352/469 [00:33<00:10, 10.67it/s, v_num=9, loss/train=0.324, alignment/train=0.0996, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 75%|███████▌ | 353/469 [00:33<00:10, 10.66it/s, v_num=9, loss/train=0.324, alignment/train=0.0996, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 75%|███████▌ | 353/469 [00:33<00:10, 10.66it/s, v_num=9, loss/train=0.324, alignment/train=0.107, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 75%|███████▌ | 354/469 [00:33<00:10, 10.67it/s, v_num=9, loss/train=0.324, alignment/train=0.107, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 75%|███████▌ | 354/469 [00:33<00:10, 10.67it/s, v_num=9, loss/train=0.301, alignment/train=0.0928, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 76%|███████▌ | 355/469 [00:33<00:10, 10.67it/s, v_num=9, loss/train=0.301, alignment/train=0.0928, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 76%|███████▌ | 355/469 [00:33<00:10, 10.67it/s, v_num=9, loss/train=0.315, alignment/train=0.105, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 76%|███████▌ | 356/469 [00:33<00:10, 10.66it/s, v_num=9, loss/train=0.315, alignment/train=0.105, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 76%|███████▌ | 356/469 [00:33<00:10, 10.66it/s, v_num=9, loss/train=0.265, alignment/train=0.0958, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 76%|███████▌ | 357/469 [00:33<00:10, 10.65it/s, v_num=9, loss/train=0.265, alignment/train=0.0958, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 76%|███████▌ | 357/469 [00:33<00:10, 10.65it/s, v_num=9, loss/train=0.288, alignment/train=0.0787, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 76%|███████▋ | 358/469 [00:33<00:10, 10.66it/s, v_num=9, loss/train=0.288, alignment/train=0.0787, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 76%|███████▋ | 358/469 [00:33<00:10, 10.66it/s, v_num=9, loss/train=0.272, alignment/train=0.0968, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 77%|███████▋ | 359/469 [00:33<00:10, 10.68it/s, v_num=9, loss/train=0.272, alignment/train=0.0968, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 77%|███████▋ | 359/469 [00:33<00:10, 10.67it/s, v_num=9, loss/train=0.248, alignment/train=0.0908, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 77%|███████▋ | 360/469 [00:33<00:10, 10.69it/s, v_num=9, loss/train=0.248, alignment/train=0.0908, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 77%|███████▋ | 360/469 [00:33<00:10, 10.69it/s, v_num=9, loss/train=0.300, alignment/train=0.0872, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 77%|███████▋ | 361/469 [00:33<00:10, 10.69it/s, v_num=9, loss/train=0.300, alignment/train=0.0872, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 77%|███████▋ | 361/469 [00:33<00:10, 10.69it/s, v_num=9, loss/train=0.311, alignment/train=0.104, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 77%|███████▋ | 362/469 [00:33<00:10, 10.68it/s, v_num=9, loss/train=0.311, alignment/train=0.104, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 77%|███████▋ | 362/469 [00:33<00:10, 10.68it/s, v_num=9, loss/train=0.288, alignment/train=0.092, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 77%|███████▋ | 363/469 [00:34<00:09, 10.67it/s, v_num=9, loss/train=0.288, alignment/train=0.092, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 77%|███████▋ | 363/469 [00:34<00:09, 10.67it/s, v_num=9, loss/train=0.363, alignment/train=0.109, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 78%|███████▊ | 364/469 [00:34<00:09, 10.68it/s, v_num=9, loss/train=0.363, alignment/train=0.109, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 78%|███████▊ | 364/469 [00:34<00:09, 10.68it/s, v_num=9, loss/train=0.308, alignment/train=0.0876, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 78%|███████▊ | 365/469 [00:34<00:09, 10.68it/s, v_num=9, loss/train=0.308, alignment/train=0.0876, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 78%|███████▊ | 365/469 [00:34<00:09, 10.68it/s, v_num=9, loss/train=0.352, alignment/train=0.103, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 78%|███████▊ | 366/469 [00:34<00:09, 10.68it/s, v_num=9, loss/train=0.352, alignment/train=0.103, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 78%|███████▊ | 366/469 [00:34<00:09, 10.68it/s, v_num=9, loss/train=0.363, alignment/train=0.114, uniformity/train=-3.42, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 78%|███████▊ | 367/469 [00:34<00:09, 10.69it/s, v_num=9, loss/train=0.363, alignment/train=0.114, uniformity/train=-3.42, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 78%|███████▊ | 367/469 [00:34<00:09, 10.69it/s, v_num=9, loss/train=0.259, alignment/train=0.0967, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 78%|███████▊ | 368/469 [00:34<00:09, 10.70it/s, v_num=9, loss/train=0.259, alignment/train=0.0967, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 78%|███████▊ | 368/469 [00:34<00:09, 10.70it/s, v_num=9, loss/train=0.315, alignment/train=0.0929, uniformity/train=-3.41, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 79%|███████▊ | 369/469 [00:34<00:09, 10.69it/s, v_num=9, loss/train=0.315, alignment/train=0.0929, uniformity/train=-3.41, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 79%|███████▊ | 369/469 [00:34<00:09, 10.69it/s, v_num=9, loss/train=0.319, alignment/train=0.0869, uniformity/train=-3.46, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 79%|███████▉ | 370/469 [00:34<00:09, 10.69it/s, v_num=9, loss/train=0.319, alignment/train=0.0869, uniformity/train=-3.46, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 79%|███████▉ | 370/469 [00:34<00:09, 10.69it/s, v_num=9, loss/train=0.363, alignment/train=0.0871, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 79%|███████▉ | 371/469 [00:34<00:09, 10.69it/s, v_num=9, loss/train=0.363, alignment/train=0.0871, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 79%|███████▉ | 371/469 [00:34<00:09, 10.69it/s, v_num=9, loss/train=0.320, alignment/train=0.095, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 79%|███████▉ | 372/469 [00:34<00:09, 10.70it/s, v_num=9, loss/train=0.320, alignment/train=0.095, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 79%|███████▉ | 372/469 [00:34<00:09, 10.70it/s, v_num=9, loss/train=0.267, alignment/train=0.0868, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 80%|███████▉ | 373/469 [00:34<00:08, 10.69it/s, v_num=9, loss/train=0.267, alignment/train=0.0868, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 80%|███████▉ | 373/469 [00:34<00:08, 10.69it/s, v_num=9, loss/train=0.317, alignment/train=0.105, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 80%|███████▉ | 374/469 [00:34<00:08, 10.69it/s, v_num=9, loss/train=0.317, alignment/train=0.105, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 80%|███████▉ | 374/469 [00:34<00:08, 10.69it/s, v_num=9, loss/train=0.331, alignment/train=0.0974, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 80%|███████▉ | 375/469 [00:35<00:08, 10.69it/s, v_num=9, loss/train=0.331, alignment/train=0.0974, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 80%|███████▉ | 375/469 [00:35<00:08, 10.69it/s, v_num=9, loss/train=0.317, alignment/train=0.0891, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 80%|████████ | 376/469 [00:35<00:08, 10.70it/s, v_num=9, loss/train=0.317, alignment/train=0.0891, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 80%|████████ | 376/469 [00:35<00:08, 10.70it/s, v_num=9, loss/train=0.342, alignment/train=0.110, uniformity/train=-3.46, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 80%|████████ | 377/469 [00:35<00:08, 10.71it/s, v_num=9, loss/train=0.342, alignment/train=0.110, uniformity/train=-3.46, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 80%|████████ | 377/469 [00:35<00:08, 10.71it/s, v_num=9, loss/train=0.424, alignment/train=0.110, uniformity/train=-3.41, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 81%|████████ | 378/469 [00:35<00:08, 10.68it/s, v_num=9, loss/train=0.424, alignment/train=0.110, uniformity/train=-3.41, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 81%|████████ | 378/469 [00:35<00:08, 10.68it/s, v_num=9, loss/train=0.313, alignment/train=0.0977, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 81%|████████ | 379/469 [00:35<00:08, 10.69it/s, v_num=9, loss/train=0.313, alignment/train=0.0977, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 81%|████████ | 379/469 [00:35<00:08, 10.69it/s, v_num=9, loss/train=0.271, alignment/train=0.0995, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 81%|████████ | 380/469 [00:35<00:08, 10.70it/s, v_num=9, loss/train=0.271, alignment/train=0.0995, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 81%|████████ | 380/469 [00:35<00:08, 10.70it/s, v_num=9, loss/train=0.308, alignment/train=0.0935, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 81%|████████ | 381/469 [00:35<00:08, 10.71it/s, v_num=9, loss/train=0.308, alignment/train=0.0935, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 81%|████████ | 381/469 [00:35<00:08, 10.71it/s, v_num=9, loss/train=0.302, alignment/train=0.0915, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 81%|████████▏ | 382/469 [00:35<00:08, 10.69it/s, v_num=9, loss/train=0.302, alignment/train=0.0915, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 81%|████████▏ | 382/469 [00:35<00:08, 10.69it/s, v_num=9, loss/train=0.339, alignment/train=0.102, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 82%|████████▏ | 383/469 [00:35<00:08, 10.70it/s, v_num=9, loss/train=0.339, alignment/train=0.102, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 82%|████████▏ | 383/469 [00:35<00:08, 10.70it/s, v_num=9, loss/train=0.298, alignment/train=0.0977, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 82%|████████▏ | 384/469 [00:35<00:07, 10.71it/s, v_num=9, loss/train=0.298, alignment/train=0.0977, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 82%|████████▏ | 384/469 [00:35<00:07, 10.71it/s, v_num=9, loss/train=0.307, alignment/train=0.0807, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 82%|████████▏ | 385/469 [00:35<00:07, 10.71it/s, v_num=9, loss/train=0.307, alignment/train=0.0807, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 82%|████████▏ | 385/469 [00:35<00:07, 10.71it/s, v_num=9, loss/train=0.324, alignment/train=0.0883, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 82%|████████▏ | 386/469 [00:36<00:07, 10.72it/s, v_num=9, loss/train=0.324, alignment/train=0.0883, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 82%|████████▏ | 386/469 [00:36<00:07, 10.72it/s, v_num=9, loss/train=0.313, alignment/train=0.0967, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 83%|████████▎ | 387/469 [00:36<00:07, 10.72it/s, v_num=9, loss/train=0.313, alignment/train=0.0967, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 83%|████████▎ | 387/469 [00:36<00:07, 10.72it/s, v_num=9, loss/train=0.315, alignment/train=0.0939, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 83%|████████▎ | 388/469 [00:36<00:07, 10.73it/s, v_num=9, loss/train=0.315, alignment/train=0.0939, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 83%|████████▎ | 388/469 [00:36<00:07, 10.73it/s, v_num=9, loss/train=0.336, alignment/train=0.106, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 83%|████████▎ | 389/469 [00:36<00:07, 10.72it/s, v_num=9, loss/train=0.336, alignment/train=0.106, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 83%|████████▎ | 389/469 [00:36<00:07, 10.72it/s, v_num=9, loss/train=0.280, alignment/train=0.0952, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 83%|████████▎ | 390/469 [00:36<00:07, 10.70it/s, v_num=9, loss/train=0.280, alignment/train=0.0952, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 83%|████████▎ | 390/469 [00:36<00:07, 10.70it/s, v_num=9, loss/train=0.298, alignment/train=0.109, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 83%|████████▎ | 391/469 [00:36<00:07, 10.71it/s, v_num=9, loss/train=0.298, alignment/train=0.109, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 83%|████████▎ | 391/469 [00:36<00:07, 10.71it/s, v_num=9, loss/train=0.363, alignment/train=0.103, uniformity/train=-3.42, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 84%|████████▎ | 392/469 [00:36<00:07, 10.72it/s, v_num=9, loss/train=0.363, alignment/train=0.103, uniformity/train=-3.42, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 84%|████████▎ | 392/469 [00:36<00:07, 10.72it/s, v_num=9, loss/train=0.356, alignment/train=0.115, uniformity/train=-3.43, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 84%|████████▍ | 393/469 [00:36<00:07, 10.71it/s, v_num=9, loss/train=0.356, alignment/train=0.115, uniformity/train=-3.43, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 84%|████████▍ | 393/469 [00:36<00:07, 10.71it/s, v_num=9, loss/train=0.328, alignment/train=0.0881, uniformity/train=-3.41, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 84%|████████▍ | 394/469 [00:36<00:06, 10.72it/s, v_num=9, loss/train=0.328, alignment/train=0.0881, uniformity/train=-3.41, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 84%|████████▍ | 394/469 [00:36<00:06, 10.72it/s, v_num=9, loss/train=0.347, alignment/train=0.102, uniformity/train=-3.45, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 84%|████████▍ | 395/469 [00:36<00:06, 10.73it/s, v_num=9, loss/train=0.347, alignment/train=0.102, uniformity/train=-3.45, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 84%|████████▍ | 395/469 [00:36<00:06, 10.73it/s, v_num=9, loss/train=0.326, alignment/train=0.0927, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 84%|████████▍ | 396/469 [00:36<00:06, 10.74it/s, v_num=9, loss/train=0.326, alignment/train=0.0927, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 84%|████████▍ | 396/469 [00:36<00:06, 10.74it/s, v_num=9, loss/train=0.328, alignment/train=0.0891, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 85%|████████▍ | 397/469 [00:36<00:06, 10.73it/s, v_num=9, loss/train=0.328, alignment/train=0.0891, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 85%|████████▍ | 397/469 [00:36<00:06, 10.73it/s, v_num=9, loss/train=0.320, alignment/train=0.0967, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 85%|████████▍ | 398/469 [00:37<00:06, 10.71it/s, v_num=9, loss/train=0.320, alignment/train=0.0967, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 85%|████████▍ | 398/469 [00:37<00:06, 10.71it/s, v_num=9, loss/train=0.277, alignment/train=0.0852, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 85%|████████▌ | 399/469 [00:37<00:06, 10.72it/s, v_num=9, loss/train=0.277, alignment/train=0.0852, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 85%|████████▌ | 399/469 [00:37<00:06, 10.72it/s, v_num=9, loss/train=0.319, alignment/train=0.0884, uniformity/train=-3.38, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 85%|████████▌ | 400/469 [00:37<00:06, 10.73it/s, v_num=9, loss/train=0.319, alignment/train=0.0884, uniformity/train=-3.38, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 85%|████████▌ | 400/469 [00:37<00:06, 10.73it/s, v_num=9, loss/train=0.318, alignment/train=0.104, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 86%|████████▌ | 401/469 [00:37<00:06, 10.73it/s, v_num=9, loss/train=0.318, alignment/train=0.104, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 86%|████████▌ | 401/469 [00:37<00:06, 10.73it/s, v_num=9, loss/train=0.275, alignment/train=0.0966, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 86%|████████▌ | 402/469 [00:37<00:06, 10.72it/s, v_num=9, loss/train=0.275, alignment/train=0.0966, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 86%|████████▌ | 402/469 [00:37<00:06, 10.72it/s, v_num=9, loss/train=0.312, alignment/train=0.0914, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 86%|████████▌ | 403/469 [00:37<00:06, 10.73it/s, v_num=9, loss/train=0.312, alignment/train=0.0914, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 86%|████████▌ | 403/469 [00:37<00:06, 10.73it/s, v_num=9, loss/train=0.267, alignment/train=0.0875, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 86%|████████▌ | 404/469 [00:37<00:06, 10.74it/s, v_num=9, loss/train=0.267, alignment/train=0.0875, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 86%|████████▌ | 404/469 [00:37<00:06, 10.74it/s, v_num=9, loss/train=0.361, alignment/train=0.106, uniformity/train=-3.40, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 86%|████████▋ | 405/469 [00:37<00:05, 10.73it/s, v_num=9, loss/train=0.361, alignment/train=0.106, uniformity/train=-3.40, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 86%|████████▋ | 405/469 [00:37<00:05, 10.73it/s, v_num=9, loss/train=0.333, alignment/train=0.0972, uniformity/train=-3.42, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 87%|████████▋ | 406/469 [00:37<00:05, 10.74it/s, v_num=9, loss/train=0.333, alignment/train=0.0972, uniformity/train=-3.42, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 87%|████████▋ | 406/469 [00:37<00:05, 10.74it/s, v_num=9, loss/train=0.296, alignment/train=0.0983, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 87%|████████▋ | 407/469 [00:37<00:05, 10.74it/s, v_num=9, loss/train=0.296, alignment/train=0.0983, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 87%|████████▋ | 407/469 [00:37<00:05, 10.74it/s, v_num=9, loss/train=0.367, alignment/train=0.0995, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 87%|████████▋ | 408/469 [00:37<00:05, 10.75it/s, v_num=9, loss/train=0.367, alignment/train=0.0995, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 87%|████████▋ | 408/469 [00:37<00:05, 10.75it/s, v_num=9, loss/train=0.315, alignment/train=0.093, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 87%|████████▋ | 409/469 [00:38<00:05, 10.74it/s, v_num=9, loss/train=0.315, alignment/train=0.093, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 87%|████████▋ | 409/469 [00:38<00:05, 10.74it/s, v_num=9, loss/train=0.365, alignment/train=0.0952, uniformity/train=-3.42, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 87%|████████▋ | 410/469 [00:38<00:05, 10.72it/s, v_num=9, loss/train=0.365, alignment/train=0.0952, uniformity/train=-3.42, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 87%|████████▋ | 410/469 [00:38<00:05, 10.72it/s, v_num=9, loss/train=0.334, alignment/train=0.0966, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 88%|████████▊ | 411/469 [00:38<00:05, 10.73it/s, v_num=9, loss/train=0.334, alignment/train=0.0966, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 88%|████████▊ | 411/469 [00:38<00:05, 10.73it/s, v_num=9, loss/train=0.305, alignment/train=0.0947, uniformity/train=-3.46, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 88%|████████▊ | 412/469 [00:38<00:05, 10.74it/s, v_num=9, loss/train=0.305, alignment/train=0.0947, uniformity/train=-3.46, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 88%|████████▊ | 412/469 [00:38<00:05, 10.74it/s, v_num=9, loss/train=0.298, alignment/train=0.0991, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 88%|████████▊ | 413/469 [00:38<00:05, 10.74it/s, v_num=9, loss/train=0.298, alignment/train=0.0991, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 88%|████████▊ | 413/469 [00:38<00:05, 10.74it/s, v_num=9, loss/train=0.270, alignment/train=0.0845, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 88%|████████▊ | 414/469 [00:38<00:05, 10.75it/s, v_num=9, loss/train=0.270, alignment/train=0.0845, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 88%|████████▊ | 414/469 [00:38<00:05, 10.75it/s, v_num=9, loss/train=0.369, alignment/train=0.111, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 88%|████████▊ | 415/469 [00:38<00:05, 10.75it/s, v_num=9, loss/train=0.369, alignment/train=0.111, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 88%|████████▊ | 415/469 [00:38<00:05, 10.75it/s, v_num=9, loss/train=0.311, alignment/train=0.0943, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 89%|████████▊ | 416/469 [00:38<00:04, 10.76it/s, v_num=9, loss/train=0.311, alignment/train=0.0943, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 89%|████████▊ | 416/469 [00:38<00:04, 10.76it/s, v_num=9, loss/train=0.294, alignment/train=0.102, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 89%|████████▉ | 417/469 [00:38<00:04, 10.77it/s, v_num=9, loss/train=0.294, alignment/train=0.102, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 89%|████████▉ | 417/469 [00:38<00:04, 10.77it/s, v_num=9, loss/train=0.305, alignment/train=0.0959, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 89%|████████▉ | 418/469 [00:38<00:04, 10.73it/s, v_num=9, loss/train=0.305, alignment/train=0.0959, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 89%|████████▉ | 418/469 [00:38<00:04, 10.73it/s, v_num=9, loss/train=0.336, alignment/train=0.0945, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 89%|████████▉ | 419/469 [00:39<00:04, 10.73it/s, v_num=9, loss/train=0.336, alignment/train=0.0945, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 89%|████████▉ | 419/469 [00:39<00:04, 10.73it/s, v_num=9, loss/train=0.296, alignment/train=0.106, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 90%|████████▉ | 420/469 [00:39<00:04, 10.74it/s, v_num=9, loss/train=0.296, alignment/train=0.106, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 90%|████████▉ | 420/469 [00:39<00:04, 10.74it/s, v_num=9, loss/train=0.319, alignment/train=0.108, uniformity/train=-3.45, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 90%|████████▉ | 421/469 [00:39<00:04, 10.75it/s, v_num=9, loss/train=0.319, alignment/train=0.108, uniformity/train=-3.45, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 90%|████████▉ | 421/469 [00:39<00:04, 10.75it/s, v_num=9, loss/train=0.292, alignment/train=0.102, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 90%|████████▉ | 422/469 [00:39<00:04, 10.76it/s, v_num=9, loss/train=0.292, alignment/train=0.102, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 90%|████████▉ | 422/469 [00:39<00:04, 10.76it/s, v_num=9, loss/train=0.344, alignment/train=0.092, uniformity/train=-3.43, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 90%|█████████ | 423/469 [00:39<00:04, 10.74it/s, v_num=9, loss/train=0.344, alignment/train=0.092, uniformity/train=-3.43, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 90%|█████████ | 423/469 [00:39<00:04, 10.74it/s, v_num=9, loss/train=0.317, alignment/train=0.104, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 90%|█████████ | 424/469 [00:39<00:04, 10.74it/s, v_num=9, loss/train=0.317, alignment/train=0.104, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 90%|█████████ | 424/469 [00:39<00:04, 10.74it/s, v_num=9, loss/train=0.303, alignment/train=0.101, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 91%|█████████ | 425/469 [00:39<00:04, 10.75it/s, v_num=9, loss/train=0.303, alignment/train=0.101, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 91%|█████████ | 425/469 [00:39<00:04, 10.75it/s, v_num=9, loss/train=0.257, alignment/train=0.0918, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 91%|█████████ | 426/469 [00:39<00:04, 10.75it/s, v_num=9, loss/train=0.257, alignment/train=0.0918, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 91%|█████████ | 426/469 [00:39<00:04, 10.75it/s, v_num=9, loss/train=0.309, alignment/train=0.093, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 91%|█████████ | 427/469 [00:39<00:03, 10.74it/s, v_num=9, loss/train=0.309, alignment/train=0.093, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 91%|█████████ | 427/469 [00:39<00:03, 10.74it/s, v_num=9, loss/train=0.280, alignment/train=0.0857, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 91%|█████████▏| 428/469 [00:39<00:03, 10.74it/s, v_num=9, loss/train=0.280, alignment/train=0.0857, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 91%|█████████▏| 428/469 [00:39<00:03, 10.74it/s, v_num=9, loss/train=0.306, alignment/train=0.107, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 91%|█████████▏| 429/469 [00:39<00:03, 10.75it/s, v_num=9, loss/train=0.306, alignment/train=0.107, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 91%|█████████▏| 429/469 [00:39<00:03, 10.75it/s, v_num=9, loss/train=0.342, alignment/train=0.108, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 92%|█████████▏| 430/469 [00:39<00:03, 10.75it/s, v_num=9, loss/train=0.342, alignment/train=0.108, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 92%|█████████▏| 430/469 [00:39<00:03, 10.75it/s, v_num=9, loss/train=0.325, alignment/train=0.0848, uniformity/train=-3.44, contrastive_acc/train=0.980, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 92%|█████████▏| 431/469 [00:40<00:03, 10.76it/s, v_num=9, loss/train=0.325, alignment/train=0.0848, uniformity/train=-3.44, contrastive_acc/train=0.980, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 92%|█████████▏| 431/469 [00:40<00:03, 10.76it/s, v_num=9, loss/train=0.356, alignment/train=0.106, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 92%|█████████▏| 432/469 [00:40<00:03, 10.77it/s, v_num=9, loss/train=0.356, alignment/train=0.106, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 92%|█████████▏| 432/469 [00:40<00:03, 10.77it/s, v_num=9, loss/train=0.289, alignment/train=0.0957, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 92%|█████████▏| 433/469 [00:40<00:03, 10.77it/s, v_num=9, loss/train=0.289, alignment/train=0.0957, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 92%|█████████▏| 433/469 [00:40<00:03, 10.77it/s, v_num=9, loss/train=0.365, alignment/train=0.0881, uniformity/train=-3.44, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 93%|█████████▎| 434/469 [00:40<00:03, 10.76it/s, v_num=9, loss/train=0.365, alignment/train=0.0881, uniformity/train=-3.44, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 93%|█████████▎| 434/469 [00:40<00:03, 10.76it/s, v_num=9, loss/train=0.293, alignment/train=0.0819, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 93%|█████████▎| 435/469 [00:40<00:03, 10.75it/s, v_num=9, loss/train=0.293, alignment/train=0.0819, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 93%|█████████▎| 435/469 [00:40<00:03, 10.75it/s, v_num=9, loss/train=0.283, alignment/train=0.0962, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 93%|█████████▎| 436/469 [00:40<00:03, 10.76it/s, v_num=9, loss/train=0.283, alignment/train=0.0962, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 93%|█████████▎| 436/469 [00:40<00:03, 10.76it/s, v_num=9, loss/train=0.288, alignment/train=0.0948, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 93%|█████████▎| 437/469 [00:40<00:02, 10.76it/s, v_num=9, loss/train=0.288, alignment/train=0.0948, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 93%|█████████▎| 437/469 [00:40<00:02, 10.76it/s, v_num=9, loss/train=0.303, alignment/train=0.101, uniformity/train=-3.49, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 93%|█████████▎| 438/469 [00:40<00:02, 10.76it/s, v_num=9, loss/train=0.303, alignment/train=0.101, uniformity/train=-3.49, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 93%|█████████▎| 438/469 [00:40<00:02, 10.76it/s, v_num=9, loss/train=0.266, alignment/train=0.0898, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 94%|█████████▎| 439/469 [00:40<00:02, 10.75it/s, v_num=9, loss/train=0.266, alignment/train=0.0898, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 94%|█████████▎| 439/469 [00:40<00:02, 10.75it/s, v_num=9, loss/train=0.332, alignment/train=0.108, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 94%|█████████▍| 440/469 [00:40<00:02, 10.76it/s, v_num=9, loss/train=0.332, alignment/train=0.108, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 94%|█████████▍| 440/469 [00:40<00:02, 10.76it/s, v_num=9, loss/train=0.275, alignment/train=0.0967, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 94%|█████████▍| 441/469 [00:40<00:02, 10.77it/s, v_num=9, loss/train=0.275, alignment/train=0.0967, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 94%|█████████▍| 441/469 [00:40<00:02, 10.77it/s, v_num=9, loss/train=0.273, alignment/train=0.0878, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 94%|█████████▍| 442/469 [00:41<00:02, 10.77it/s, v_num=9, loss/train=0.273, alignment/train=0.0878, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 94%|█████████▍| 442/469 [00:41<00:02, 10.77it/s, v_num=9, loss/train=0.359, alignment/train=0.0997, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 94%|█████████▍| 443/469 [00:41<00:02, 10.75it/s, v_num=9, loss/train=0.359, alignment/train=0.0997, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 94%|█████████▍| 443/469 [00:41<00:02, 10.75it/s, v_num=9, loss/train=0.293, alignment/train=0.0859, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 95%|█████████▍| 444/469 [00:41<00:02, 10.76it/s, v_num=9, loss/train=0.293, alignment/train=0.0859, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 95%|█████████▍| 444/469 [00:41<00:02, 10.76it/s, v_num=9, loss/train=0.305, alignment/train=0.106, uniformity/train=-3.48, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 95%|█████████▍| 445/469 [00:41<00:02, 10.76it/s, v_num=9, loss/train=0.305, alignment/train=0.106, uniformity/train=-3.48, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 95%|█████████▍| 445/469 [00:41<00:02, 10.76it/s, v_num=9, loss/train=0.279, alignment/train=0.0916, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 95%|█████████▌| 446/469 [00:41<00:02, 10.77it/s, v_num=9, loss/train=0.279, alignment/train=0.0916, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 95%|█████████▌| 446/469 [00:41<00:02, 10.77it/s, v_num=9, loss/train=0.339, alignment/train=0.112, uniformity/train=-3.47, contrastive_acc/train=0.977, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 95%|█████████▌| 447/469 [00:41<00:02, 10.78it/s, v_num=9, loss/train=0.339, alignment/train=0.112, uniformity/train=-3.47, contrastive_acc/train=0.977, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 95%|█████████▌| 447/469 [00:41<00:02, 10.78it/s, v_num=9, loss/train=0.341, alignment/train=0.0901, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 96%|█████████▌| 448/469 [00:41<00:01, 10.76it/s, v_num=9, loss/train=0.341, alignment/train=0.0901, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 96%|█████████▌| 448/469 [00:41<00:01, 10.76it/s, v_num=9, loss/train=0.347, alignment/train=0.0873, uniformity/train=-3.40, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 96%|█████████▌| 449/469 [00:41<00:01, 10.77it/s, v_num=9, loss/train=0.347, alignment/train=0.0873, uniformity/train=-3.40, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 96%|█████████▌| 449/469 [00:41<00:01, 10.77it/s, v_num=9, loss/train=0.310, alignment/train=0.0992, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 96%|█████████▌| 450/469 [00:41<00:01, 10.78it/s, v_num=9, loss/train=0.310, alignment/train=0.0992, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 96%|█████████▌| 450/469 [00:41<00:01, 10.78it/s, v_num=9, loss/train=0.224, alignment/train=0.0881, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 96%|█████████▌| 451/469 [00:41<00:01, 10.79it/s, v_num=9, loss/train=0.224, alignment/train=0.0881, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 96%|█████████▌| 451/469 [00:41<00:01, 10.79it/s, v_num=9, loss/train=0.278, alignment/train=0.0907, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 96%|█████████▋| 452/469 [00:41<00:01, 10.81it/s, v_num=9, loss/train=0.278, alignment/train=0.0907, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 96%|█████████▋| 452/469 [00:41<00:01, 10.81it/s, v_num=9, loss/train=0.323, alignment/train=0.103, uniformity/train=-3.45, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 97%|█████████▋| 453/469 [00:41<00:01, 10.82it/s, v_num=9, loss/train=0.323, alignment/train=0.103, uniformity/train=-3.45, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 97%|█████████▋| 453/469 [00:41<00:01, 10.82it/s, v_num=9, loss/train=0.306, alignment/train=0.111, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 97%|█████████▋| 454/469 [00:41<00:01, 10.83it/s, v_num=9, loss/train=0.306, alignment/train=0.111, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 97%|█████████▋| 454/469 [00:41<00:01, 10.83it/s, v_num=9, loss/train=0.295, alignment/train=0.0843, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 97%|█████████▋| 455/469 [00:41<00:01, 10.85it/s, v_num=9, loss/train=0.295, alignment/train=0.0843, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 97%|█████████▋| 455/469 [00:41<00:01, 10.85it/s, v_num=9, loss/train=0.315, alignment/train=0.0912, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 97%|█████████▋| 456/469 [00:41<00:01, 10.86it/s, v_num=9, loss/train=0.315, alignment/train=0.0912, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 97%|█████████▋| 456/469 [00:41<00:01, 10.86it/s, v_num=9, loss/train=0.326, alignment/train=0.114, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 97%|█████████▋| 457/469 [00:42<00:01, 10.88it/s, v_num=9, loss/train=0.326, alignment/train=0.114, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 97%|█████████▋| 457/469 [00:42<00:01, 10.88it/s, v_num=9, loss/train=0.264, alignment/train=0.102, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 98%|█████████▊| 458/469 [00:42<00:01, 10.89it/s, v_num=9, loss/train=0.264, alignment/train=0.102, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 98%|█████████▊| 458/469 [00:42<00:01, 10.89it/s, v_num=9, loss/train=0.273, alignment/train=0.0925, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 98%|█████████▊| 459/469 [00:42<00:00, 10.90it/s, v_num=9, loss/train=0.273, alignment/train=0.0925, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 98%|█████████▊| 459/469 [00:42<00:00, 10.90it/s, v_num=9, loss/train=0.286, alignment/train=0.0827, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 98%|█████████▊| 460/469 [00:42<00:00, 10.92it/s, v_num=9, loss/train=0.286, alignment/train=0.0827, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 98%|█████████▊| 460/469 [00:42<00:00, 10.92it/s, v_num=9, loss/train=0.317, alignment/train=0.103, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 98%|█████████▊| 461/469 [00:42<00:00, 10.93it/s, v_num=9, loss/train=0.317, alignment/train=0.103, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 98%|█████████▊| 461/469 [00:42<00:00, 10.93it/s, v_num=9, loss/train=0.290, alignment/train=0.091, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 99%|█████████▊| 462/469 [00:42<00:00, 10.95it/s, v_num=9, loss/train=0.290, alignment/train=0.091, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 99%|█████████▊| 462/469 [00:42<00:00, 10.95it/s, v_num=9, loss/train=0.290, alignment/train=0.0958, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 99%|█████████▊| 463/469 [00:42<00:00, 10.96it/s, v_num=9, loss/train=0.290, alignment/train=0.0958, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 99%|█████████▊| 463/469 [00:42<00:00, 10.96it/s, v_num=9, loss/train=0.273, alignment/train=0.0982, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 99%|█████████▉| 464/469 [00:42<00:00, 10.98it/s, v_num=9, loss/train=0.273, alignment/train=0.0982, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 99%|█████████▉| 464/469 [00:42<00:00, 10.98it/s, v_num=9, loss/train=0.308, alignment/train=0.085, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 99%|█████████▉| 465/469 [00:42<00:00, 10.99it/s, v_num=9, loss/train=0.308, alignment/train=0.085, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 99%|█████████▉| 465/469 [00:42<00:00, 10.99it/s, v_num=9, loss/train=0.302, alignment/train=0.0962, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 99%|█████████▉| 466/469 [00:42<00:00, 11.00it/s, v_num=9, loss/train=0.302, alignment/train=0.0962, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 99%|█████████▉| 466/469 [00:42<00:00, 11.00it/s, v_num=9, loss/train=0.272, alignment/train=0.0894, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 100%|█████████▉| 467/469 [00:42<00:00, 11.02it/s, v_num=9, loss/train=0.272, alignment/train=0.0894, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 100%|█████████▉| 467/469 [00:42<00:00, 11.02it/s, v_num=9, loss/train=0.318, alignment/train=0.091, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 100%|█████████▉| 468/469 [00:42<00:00, 11.03it/s, v_num=9, loss/train=0.318, alignment/train=0.091, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 100%|█████████▉| 468/469 [00:42<00:00, 11.03it/s, v_num=9, loss/train=0.261, alignment/train=0.0931, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 100%|██████████| 469/469 [00:42<00:00, 11.04it/s, v_num=9, loss/train=0.261, alignment/train=0.0931, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 100%|██████████| 469/469 [00:42<00:00, 11.04it/s, v_num=9, loss/train=0.274, alignment/train=0.0858, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
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Epoch 5: 100%|██████████| 469/469 [00:49<00:00, 9.45it/s, v_num=9, loss/train=0.274, alignment/train=0.0858, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 5: 100%|██████████| 469/469 [00:49<00:00, 9.45it/s, v_num=9, loss/train=0.274, alignment/train=0.0858, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 5: 0%| | 0/469 [00:00<?, ?it/s, v_num=9, loss/train=0.274, alignment/train=0.0858, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 0%| | 0/469 [00:00<?, ?it/s, v_num=9, loss/train=0.274, alignment/train=0.0858, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 0%| | 1/469 [00:01<11:12, 0.70it/s, v_num=9, loss/train=0.274, alignment/train=0.0858, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 0%| | 1/469 [00:01<11:13, 0.70it/s, v_num=9, loss/train=0.283, alignment/train=0.0879, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 0%| | 2/469 [00:01<07:12, 1.08it/s, v_num=9, loss/train=0.283, alignment/train=0.0879, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 0%| | 2/469 [00:01<07:12, 1.08it/s, v_num=9, loss/train=0.356, alignment/train=0.106, uniformity/train=-3.46, contrastive_acc/train=0.984, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 1%| | 3/469 [00:01<04:56, 1.57it/s, v_num=9, loss/train=0.356, alignment/train=0.106, uniformity/train=-3.46, contrastive_acc/train=0.984, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 1%| | 3/469 [00:01<04:56, 1.57it/s, v_num=9, loss/train=0.287, alignment/train=0.0857, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 1%| | 4/469 [00:01<03:48, 2.03it/s, v_num=9, loss/train=0.287, alignment/train=0.0857, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 1%| | 4/469 [00:01<03:49, 2.03it/s, v_num=9, loss/train=0.280, alignment/train=0.109, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 1%| | 5/469 [00:02<03:12, 2.41it/s, v_num=9, loss/train=0.280, alignment/train=0.109, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 1%| | 5/469 [00:02<03:12, 2.41it/s, v_num=9, loss/train=0.332, alignment/train=0.101, uniformity/train=-3.46, contrastive_acc/train=0.984, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 1%|▏ | 6/469 [00:02<02:46, 2.78it/s, v_num=9, loss/train=0.332, alignment/train=0.101, uniformity/train=-3.46, contrastive_acc/train=0.984, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 1%|▏ | 6/469 [00:02<02:46, 2.77it/s, v_num=9, loss/train=0.282, alignment/train=0.0932, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 1%|▏ | 7/469 [00:02<02:26, 3.16it/s, v_num=9, loss/train=0.282, alignment/train=0.0932, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 1%|▏ | 7/469 [00:02<02:26, 3.15it/s, v_num=9, loss/train=0.292, alignment/train=0.0943, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 2%|▏ | 8/469 [00:02<02:13, 3.44it/s, v_num=9, loss/train=0.292, alignment/train=0.0943, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 2%|▏ | 8/469 [00:02<02:14, 3.44it/s, v_num=9, loss/train=0.298, alignment/train=0.0941, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 2%|▏ | 9/469 [00:02<02:04, 3.70it/s, v_num=9, loss/train=0.298, alignment/train=0.0941, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 2%|▏ | 9/469 [00:02<02:04, 3.70it/s, v_num=9, loss/train=0.300, alignment/train=0.0969, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 2%|▏ | 10/469 [00:02<01:59, 3.85it/s, v_num=9, loss/train=0.300, alignment/train=0.0969, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 2%|▏ | 10/469 [00:02<01:59, 3.85it/s, v_num=9, loss/train=0.301, alignment/train=0.0949, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 2%|▏ | 11/469 [00:02<01:50, 4.15it/s, v_num=9, loss/train=0.301, alignment/train=0.0949, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 2%|▏ | 11/469 [00:02<01:50, 4.15it/s, v_num=9, loss/train=0.376, alignment/train=0.0972, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 3%|▎ | 12/469 [00:02<01:43, 4.43it/s, v_num=9, loss/train=0.376, alignment/train=0.0972, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 3%|▎ | 12/469 [00:02<01:43, 4.43it/s, v_num=9, loss/train=0.367, alignment/train=0.113, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 3%|▎ | 13/469 [00:02<01:37, 4.68it/s, v_num=9, loss/train=0.367, alignment/train=0.113, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 3%|▎ | 13/469 [00:02<01:37, 4.68it/s, v_num=9, loss/train=0.325, alignment/train=0.104, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 3%|▎ | 14/469 [00:02<01:32, 4.90it/s, v_num=9, loss/train=0.325, alignment/train=0.104, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 3%|▎ | 14/469 [00:02<01:32, 4.90it/s, v_num=9, loss/train=0.305, alignment/train=0.0936, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 3%|▎ | 15/469 [00:02<01:30, 5.03it/s, v_num=9, loss/train=0.305, alignment/train=0.0936, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 3%|▎ | 15/469 [00:02<01:30, 5.03it/s, v_num=9, loss/train=0.276, alignment/train=0.0991, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 3%|▎ | 16/469 [00:03<01:26, 5.22it/s, v_num=9, loss/train=0.276, alignment/train=0.0991, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 3%|▎ | 16/469 [00:03<01:26, 5.21it/s, v_num=9, loss/train=0.329, alignment/train=0.0941, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 4%|▎ | 17/469 [00:03<01:23, 5.44it/s, v_num=9, loss/train=0.329, alignment/train=0.0941, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 4%|▎ | 17/469 [00:03<01:23, 5.44it/s, v_num=9, loss/train=0.251, alignment/train=0.0865, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 4%|▍ | 18/469 [00:03<01:19, 5.66it/s, v_num=9, loss/train=0.251, alignment/train=0.0865, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 4%|▍ | 18/469 [00:03<01:19, 5.66it/s, v_num=9, loss/train=0.277, alignment/train=0.0929, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 4%|▍ | 19/469 [00:03<01:16, 5.85it/s, v_num=9, loss/train=0.277, alignment/train=0.0929, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 4%|▍ | 19/469 [00:03<01:16, 5.85it/s, v_num=9, loss/train=0.294, alignment/train=0.0986, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 4%|▍ | 20/469 [00:03<01:15, 5.96it/s, v_num=9, loss/train=0.294, alignment/train=0.0986, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 4%|▍ | 20/469 [00:03<01:15, 5.96it/s, v_num=9, loss/train=0.301, alignment/train=0.0944, uniformity/train=-3.42, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 4%|▍ | 21/469 [00:03<01:15, 5.91it/s, v_num=9, loss/train=0.301, alignment/train=0.0944, uniformity/train=-3.42, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 4%|▍ | 21/469 [00:03<01:15, 5.91it/s, v_num=9, loss/train=0.293, alignment/train=0.100, uniformity/train=-3.46, contrastive_acc/train=0.980, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 5%|▍ | 22/469 [00:03<01:13, 6.06it/s, v_num=9, loss/train=0.293, alignment/train=0.100, uniformity/train=-3.46, contrastive_acc/train=0.980, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 5%|▍ | 22/469 [00:03<01:13, 6.06it/s, v_num=9, loss/train=0.275, alignment/train=0.0788, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 5%|▍ | 23/469 [00:03<01:11, 6.22it/s, v_num=9, loss/train=0.275, alignment/train=0.0788, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 5%|▍ | 23/469 [00:03<01:11, 6.21it/s, v_num=9, loss/train=0.342, alignment/train=0.0963, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 5%|▌ | 24/469 [00:03<01:10, 6.32it/s, v_num=9, loss/train=0.342, alignment/train=0.0963, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 5%|▌ | 24/469 [00:03<01:10, 6.32it/s, v_num=9, loss/train=0.301, alignment/train=0.0898, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 5%|▌ | 25/469 [00:03<01:08, 6.48it/s, v_num=9, loss/train=0.301, alignment/train=0.0898, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 5%|▌ | 25/469 [00:03<01:08, 6.48it/s, v_num=9, loss/train=0.340, alignment/train=0.0923, uniformity/train=-3.41, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 6%|▌ | 26/469 [00:03<01:06, 6.63it/s, v_num=9, loss/train=0.340, alignment/train=0.0923, uniformity/train=-3.41, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 6%|▌ | 26/469 [00:03<01:06, 6.63it/s, v_num=9, loss/train=0.292, alignment/train=0.0918, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 6%|▌ | 27/469 [00:04<01:05, 6.74it/s, v_num=9, loss/train=0.292, alignment/train=0.0918, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 6%|▌ | 27/469 [00:04<01:05, 6.74it/s, v_num=9, loss/train=0.292, alignment/train=0.105, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 6%|▌ | 28/469 [00:04<01:04, 6.80it/s, v_num=9, loss/train=0.292, alignment/train=0.105, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 6%|▌ | 28/469 [00:04<01:04, 6.80it/s, v_num=9, loss/train=0.285, alignment/train=0.0838, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 6%|▌ | 29/469 [00:04<01:04, 6.86it/s, v_num=9, loss/train=0.285, alignment/train=0.0838, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 6%|▌ | 29/469 [00:04<01:04, 6.86it/s, v_num=9, loss/train=0.309, alignment/train=0.0901, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 6%|▋ | 30/469 [00:04<01:03, 6.95it/s, v_num=9, loss/train=0.309, alignment/train=0.0901, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 6%|▋ | 30/469 [00:04<01:03, 6.94it/s, v_num=9, loss/train=0.355, alignment/train=0.102, uniformity/train=-3.42, contrastive_acc/train=0.984, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 7%|▋ | 31/469 [00:04<01:02, 6.97it/s, v_num=9, loss/train=0.355, alignment/train=0.102, uniformity/train=-3.42, contrastive_acc/train=0.984, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 7%|▋ | 31/469 [00:04<01:02, 6.97it/s, v_num=9, loss/train=0.302, alignment/train=0.0958, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 7%|▋ | 32/469 [00:04<01:01, 7.09it/s, v_num=9, loss/train=0.302, alignment/train=0.0958, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 7%|▋ | 32/469 [00:04<01:01, 7.09it/s, v_num=9, loss/train=0.276, alignment/train=0.0976, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 7%|▋ | 33/469 [00:04<01:00, 7.17it/s, v_num=9, loss/train=0.276, alignment/train=0.0976, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 7%|▋ | 33/469 [00:04<01:00, 7.17it/s, v_num=9, loss/train=0.336, alignment/train=0.102, uniformity/train=-3.49, contrastive_acc/train=0.980, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 7%|▋ | 34/469 [00:04<00:59, 7.30it/s, v_num=9, loss/train=0.336, alignment/train=0.102, uniformity/train=-3.49, contrastive_acc/train=0.980, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 7%|▋ | 34/469 [00:04<00:59, 7.30it/s, v_num=9, loss/train=0.304, alignment/train=0.0789, uniformity/train=-3.39, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 7%|▋ | 35/469 [00:04<00:59, 7.35it/s, v_num=9, loss/train=0.304, alignment/train=0.0789, uniformity/train=-3.39, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 7%|▋ | 35/469 [00:04<00:59, 7.35it/s, v_num=9, loss/train=0.312, alignment/train=0.0976, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 8%|▊ | 36/469 [00:04<00:58, 7.35it/s, v_num=9, loss/train=0.312, alignment/train=0.0976, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 8%|▊ | 36/469 [00:04<00:58, 7.35it/s, v_num=9, loss/train=0.298, alignment/train=0.0914, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 8%|▊ | 37/469 [00:04<00:57, 7.46it/s, v_num=9, loss/train=0.298, alignment/train=0.0914, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 8%|▊ | 37/469 [00:04<00:57, 7.46it/s, v_num=9, loss/train=0.307, alignment/train=0.0882, uniformity/train=-3.42, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 8%|▊ | 38/469 [00:05<00:56, 7.57it/s, v_num=9, loss/train=0.307, alignment/train=0.0882, uniformity/train=-3.42, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 8%|▊ | 38/469 [00:05<00:56, 7.57it/s, v_num=9, loss/train=0.306, alignment/train=0.0851, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 8%|▊ | 39/469 [00:05<00:56, 7.61it/s, v_num=9, loss/train=0.306, alignment/train=0.0851, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 8%|▊ | 39/469 [00:05<00:56, 7.60it/s, v_num=9, loss/train=0.327, alignment/train=0.0846, uniformity/train=-3.42, contrastive_acc/train=0.980, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 9%|▊ | 40/469 [00:05<00:55, 7.66it/s, v_num=9, loss/train=0.327, alignment/train=0.0846, uniformity/train=-3.42, contrastive_acc/train=0.980, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 9%|▊ | 40/469 [00:05<00:55, 7.66it/s, v_num=9, loss/train=0.321, alignment/train=0.102, uniformity/train=-3.45, contrastive_acc/train=0.984, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 9%|▊ | 41/469 [00:05<00:55, 7.70it/s, v_num=9, loss/train=0.321, alignment/train=0.102, uniformity/train=-3.45, contrastive_acc/train=0.984, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 9%|▊ | 41/469 [00:05<00:55, 7.70it/s, v_num=9, loss/train=0.288, alignment/train=0.0829, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 9%|▉ | 42/469 [00:05<00:55, 7.76it/s, v_num=9, loss/train=0.288, alignment/train=0.0829, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 9%|▉ | 42/469 [00:05<00:55, 7.76it/s, v_num=9, loss/train=0.377, alignment/train=0.099, uniformity/train=-3.43, contrastive_acc/train=0.977, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 9%|▉ | 43/469 [00:05<00:54, 7.86it/s, v_num=9, loss/train=0.377, alignment/train=0.099, uniformity/train=-3.43, contrastive_acc/train=0.977, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 9%|▉ | 43/469 [00:05<00:54, 7.86it/s, v_num=9, loss/train=0.326, alignment/train=0.0911, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 9%|▉ | 44/469 [00:05<00:53, 7.89it/s, v_num=9, loss/train=0.326, alignment/train=0.0911, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 9%|▉ | 44/469 [00:05<00:53, 7.88it/s, v_num=9, loss/train=0.266, alignment/train=0.0863, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 10%|▉ | 45/469 [00:05<00:53, 7.98it/s, v_num=9, loss/train=0.266, alignment/train=0.0863, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 10%|▉ | 45/469 [00:05<00:53, 7.98it/s, v_num=9, loss/train=0.268, alignment/train=0.0887, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 10%|▉ | 46/469 [00:05<00:52, 8.07it/s, v_num=9, loss/train=0.268, alignment/train=0.0887, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 10%|▉ | 46/469 [00:05<00:52, 8.07it/s, v_num=9, loss/train=0.283, alignment/train=0.0878, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 10%|█ | 47/469 [00:05<00:52, 8.10it/s, v_num=9, loss/train=0.283, alignment/train=0.0878, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 10%|█ | 47/469 [00:05<00:52, 8.10it/s, v_num=9, loss/train=0.345, alignment/train=0.0998, uniformity/train=-3.42, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 10%|█ | 48/469 [00:05<00:51, 8.13it/s, v_num=9, loss/train=0.345, alignment/train=0.0998, uniformity/train=-3.42, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 10%|█ | 48/469 [00:05<00:51, 8.13it/s, v_num=9, loss/train=0.318, alignment/train=0.0929, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 10%|█ | 49/469 [00:06<00:51, 8.11it/s, v_num=9, loss/train=0.318, alignment/train=0.0929, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 10%|█ | 49/469 [00:06<00:51, 8.11it/s, v_num=9, loss/train=0.330, alignment/train=0.0976, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 11%|█ | 50/469 [00:06<00:51, 8.20it/s, v_num=9, loss/train=0.330, alignment/train=0.0976, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 11%|█ | 50/469 [00:06<00:51, 8.20it/s, v_num=9, loss/train=0.282, alignment/train=0.0878, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 11%|█ | 51/469 [00:06<00:50, 8.24it/s, v_num=9, loss/train=0.282, alignment/train=0.0878, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 11%|█ | 51/469 [00:06<00:50, 8.24it/s, v_num=9, loss/train=0.331, alignment/train=0.0885, uniformity/train=-3.42, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 11%|█ | 52/469 [00:06<00:50, 8.32it/s, v_num=9, loss/train=0.331, alignment/train=0.0885, uniformity/train=-3.42, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 11%|█ | 52/469 [00:06<00:50, 8.32it/s, v_num=9, loss/train=0.271, alignment/train=0.0853, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 11%|█▏ | 53/469 [00:06<00:49, 8.36it/s, v_num=9, loss/train=0.271, alignment/train=0.0853, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 11%|█▏ | 53/469 [00:06<00:49, 8.36it/s, v_num=9, loss/train=0.256, alignment/train=0.0861, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 12%|█▏ | 54/469 [00:06<00:49, 8.40it/s, v_num=9, loss/train=0.256, alignment/train=0.0861, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 12%|█▏ | 54/469 [00:06<00:49, 8.40it/s, v_num=9, loss/train=0.348, alignment/train=0.0945, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 12%|█▏ | 55/469 [00:06<00:49, 8.37it/s, v_num=9, loss/train=0.348, alignment/train=0.0945, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 12%|█▏ | 55/469 [00:06<00:49, 8.37it/s, v_num=9, loss/train=0.313, alignment/train=0.0879, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 12%|█▏ | 56/469 [00:06<00:48, 8.43it/s, v_num=9, loss/train=0.313, alignment/train=0.0879, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 12%|█▏ | 56/469 [00:06<00:48, 8.43it/s, v_num=9, loss/train=0.337, alignment/train=0.0853, uniformity/train=-3.43, contrastive_acc/train=0.984, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 12%|█▏ | 57/469 [00:06<00:48, 8.48it/s, v_num=9, loss/train=0.337, alignment/train=0.0853, uniformity/train=-3.43, contrastive_acc/train=0.984, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 12%|█▏ | 57/469 [00:06<00:48, 8.48it/s, v_num=9, loss/train=0.320, alignment/train=0.0917, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 12%|█▏ | 58/469 [00:06<00:48, 8.50it/s, v_num=9, loss/train=0.320, alignment/train=0.0917, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 12%|█▏ | 58/469 [00:06<00:48, 8.50it/s, v_num=9, loss/train=0.264, alignment/train=0.0849, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 13%|█▎ | 59/469 [00:06<00:47, 8.57it/s, v_num=9, loss/train=0.264, alignment/train=0.0849, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 13%|█▎ | 59/469 [00:06<00:47, 8.57it/s, v_num=9, loss/train=0.256, alignment/train=0.0902, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 13%|█▎ | 60/469 [00:06<00:47, 8.58it/s, v_num=9, loss/train=0.256, alignment/train=0.0902, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 13%|█▎ | 60/469 [00:06<00:47, 8.58it/s, v_num=9, loss/train=0.333, alignment/train=0.0858, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 13%|█▎ | 61/469 [00:07<00:47, 8.59it/s, v_num=9, loss/train=0.333, alignment/train=0.0858, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 13%|█▎ | 61/469 [00:07<00:47, 8.59it/s, v_num=9, loss/train=0.315, alignment/train=0.0969, uniformity/train=-3.46, contrastive_acc/train=0.984, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 13%|█▎ | 62/469 [00:07<00:47, 8.62it/s, v_num=9, loss/train=0.315, alignment/train=0.0969, uniformity/train=-3.46, contrastive_acc/train=0.984, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 13%|█▎ | 62/469 [00:07<00:47, 8.62it/s, v_num=9, loss/train=0.317, alignment/train=0.0934, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 13%|█▎ | 63/469 [00:07<00:46, 8.66it/s, v_num=9, loss/train=0.317, alignment/train=0.0934, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 13%|█▎ | 63/469 [00:07<00:46, 8.66it/s, v_num=9, loss/train=0.323, alignment/train=0.109, uniformity/train=-3.50, contrastive_acc/train=0.984, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 14%|█▎ | 64/469 [00:07<00:46, 8.68it/s, v_num=9, loss/train=0.323, alignment/train=0.109, uniformity/train=-3.50, contrastive_acc/train=0.984, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 14%|█▎ | 64/469 [00:07<00:46, 8.68it/s, v_num=9, loss/train=0.274, alignment/train=0.111, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 14%|█▍ | 65/469 [00:07<00:46, 8.72it/s, v_num=9, loss/train=0.274, alignment/train=0.111, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 14%|█▍ | 65/469 [00:07<00:46, 8.72it/s, v_num=9, loss/train=0.322, alignment/train=0.0844, uniformity/train=-3.41, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 14%|█▍ | 66/469 [00:07<00:45, 8.76it/s, v_num=9, loss/train=0.322, alignment/train=0.0844, uniformity/train=-3.41, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 14%|█▍ | 66/469 [00:07<00:46, 8.76it/s, v_num=9, loss/train=0.339, alignment/train=0.0854, uniformity/train=-3.47, contrastive_acc/train=0.977, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 14%|█▍ | 67/469 [00:07<00:45, 8.83it/s, v_num=9, loss/train=0.339, alignment/train=0.0854, uniformity/train=-3.47, contrastive_acc/train=0.977, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 14%|█▍ | 67/469 [00:07<00:45, 8.83it/s, v_num=9, loss/train=0.265, alignment/train=0.0873, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 14%|█▍ | 68/469 [00:07<00:45, 8.80it/s, v_num=9, loss/train=0.265, alignment/train=0.0873, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 14%|█▍ | 68/469 [00:07<00:45, 8.80it/s, v_num=9, loss/train=0.270, alignment/train=0.0925, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 15%|█▍ | 69/469 [00:07<00:45, 8.82it/s, v_num=9, loss/train=0.270, alignment/train=0.0925, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 15%|█▍ | 69/469 [00:07<00:45, 8.82it/s, v_num=9, loss/train=0.297, alignment/train=0.0983, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 15%|█▍ | 70/469 [00:07<00:44, 8.88it/s, v_num=9, loss/train=0.297, alignment/train=0.0983, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 15%|█▍ | 70/469 [00:07<00:44, 8.88it/s, v_num=9, loss/train=0.272, alignment/train=0.0946, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 15%|█▌ | 71/469 [00:07<00:44, 8.91it/s, v_num=9, loss/train=0.272, alignment/train=0.0946, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 15%|█▌ | 71/469 [00:07<00:44, 8.91it/s, v_num=9, loss/train=0.302, alignment/train=0.0918, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 15%|█▌ | 72/469 [00:08<00:44, 8.95it/s, v_num=9, loss/train=0.302, alignment/train=0.0918, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 15%|█▌ | 72/469 [00:08<00:44, 8.95it/s, v_num=9, loss/train=0.310, alignment/train=0.0909, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 16%|█▌ | 73/469 [00:08<00:44, 8.96it/s, v_num=9, loss/train=0.310, alignment/train=0.0909, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 16%|█▌ | 73/469 [00:08<00:44, 8.96it/s, v_num=9, loss/train=0.283, alignment/train=0.0964, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 16%|█▌ | 74/469 [00:08<00:43, 8.99it/s, v_num=9, loss/train=0.283, alignment/train=0.0964, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 16%|█▌ | 74/469 [00:08<00:43, 8.99it/s, v_num=9, loss/train=0.317, alignment/train=0.0919, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 16%|█▌ | 75/469 [00:08<00:43, 9.05it/s, v_num=9, loss/train=0.317, alignment/train=0.0919, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 16%|█▌ | 75/469 [00:08<00:43, 9.05it/s, v_num=9, loss/train=0.278, alignment/train=0.0959, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 16%|█▌ | 76/469 [00:08<00:44, 8.93it/s, v_num=9, loss/train=0.278, alignment/train=0.0959, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 16%|█▌ | 76/469 [00:08<00:44, 8.93it/s, v_num=9, loss/train=0.341, alignment/train=0.0978, uniformity/train=-3.46, contrastive_acc/train=0.984, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 16%|█▋ | 77/469 [00:08<00:43, 8.99it/s, v_num=9, loss/train=0.341, alignment/train=0.0978, uniformity/train=-3.46, contrastive_acc/train=0.984, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 16%|█▋ | 77/469 [00:08<00:43, 8.99it/s, v_num=9, loss/train=0.300, alignment/train=0.0963, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 17%|█▋ | 78/469 [00:08<00:43, 9.05it/s, v_num=9, loss/train=0.300, alignment/train=0.0963, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 17%|█▋ | 78/469 [00:08<00:43, 9.05it/s, v_num=9, loss/train=0.280, alignment/train=0.0987, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 17%|█▋ | 79/469 [00:08<00:42, 9.10it/s, v_num=9, loss/train=0.280, alignment/train=0.0987, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 17%|█▋ | 79/469 [00:08<00:42, 9.10it/s, v_num=9, loss/train=0.344, alignment/train=0.100, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 17%|█▋ | 80/469 [00:08<00:42, 9.11it/s, v_num=9, loss/train=0.344, alignment/train=0.100, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 17%|█▋ | 80/469 [00:08<00:42, 9.11it/s, v_num=9, loss/train=0.333, alignment/train=0.0911, uniformity/train=-3.42, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 17%|█▋ | 81/469 [00:08<00:42, 9.15it/s, v_num=9, loss/train=0.333, alignment/train=0.0911, uniformity/train=-3.42, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 17%|█▋ | 81/469 [00:08<00:42, 9.15it/s, v_num=9, loss/train=0.236, alignment/train=0.081, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 17%|█▋ | 82/469 [00:08<00:42, 9.15it/s, v_num=9, loss/train=0.236, alignment/train=0.081, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 17%|█▋ | 82/469 [00:08<00:42, 9.15it/s, v_num=9, loss/train=0.338, alignment/train=0.0918, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 18%|█▊ | 83/469 [00:09<00:42, 9.16it/s, v_num=9, loss/train=0.338, alignment/train=0.0918, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 18%|█▊ | 83/469 [00:09<00:42, 9.16it/s, v_num=9, loss/train=0.363, alignment/train=0.0959, uniformity/train=-3.40, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 18%|█▊ | 84/469 [00:09<00:41, 9.21it/s, v_num=9, loss/train=0.363, alignment/train=0.0959, uniformity/train=-3.40, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 18%|█▊ | 84/469 [00:09<00:41, 9.21it/s, v_num=9, loss/train=0.337, alignment/train=0.103, uniformity/train=-3.45, contrastive_acc/train=0.984, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 18%|█▊ | 85/469 [00:09<00:41, 9.20it/s, v_num=9, loss/train=0.337, alignment/train=0.103, uniformity/train=-3.45, contrastive_acc/train=0.984, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 18%|█▊ | 85/469 [00:09<00:41, 9.20it/s, v_num=9, loss/train=0.333, alignment/train=0.107, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 18%|█▊ | 86/469 [00:09<00:41, 9.20it/s, v_num=9, loss/train=0.333, alignment/train=0.107, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 18%|█▊ | 86/469 [00:09<00:41, 9.20it/s, v_num=9, loss/train=0.261, alignment/train=0.092, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 19%|█▊ | 87/469 [00:09<00:41, 9.25it/s, v_num=9, loss/train=0.261, alignment/train=0.092, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 19%|█▊ | 87/469 [00:09<00:41, 9.25it/s, v_num=9, loss/train=0.306, alignment/train=0.0879, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 19%|█▉ | 88/469 [00:09<00:41, 9.25it/s, v_num=9, loss/train=0.306, alignment/train=0.0879, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 19%|█▉ | 88/469 [00:09<00:41, 9.25it/s, v_num=9, loss/train=0.273, alignment/train=0.0845, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 19%|█▉ | 89/469 [00:09<00:41, 9.23it/s, v_num=9, loss/train=0.273, alignment/train=0.0845, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 19%|█▉ | 89/469 [00:09<00:41, 9.23it/s, v_num=9, loss/train=0.302, alignment/train=0.0849, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 19%|█▉ | 90/469 [00:09<00:40, 9.28it/s, v_num=9, loss/train=0.302, alignment/train=0.0849, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 19%|█▉ | 90/469 [00:09<00:40, 9.28it/s, v_num=9, loss/train=0.352, alignment/train=0.0939, uniformity/train=-3.37, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 19%|█▉ | 91/469 [00:09<00:40, 9.27it/s, v_num=9, loss/train=0.352, alignment/train=0.0939, uniformity/train=-3.37, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 19%|█▉ | 91/469 [00:09<00:40, 9.27it/s, v_num=9, loss/train=0.321, alignment/train=0.106, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 20%|█▉ | 92/469 [00:09<00:40, 9.30it/s, v_num=9, loss/train=0.321, alignment/train=0.106, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 20%|█▉ | 92/469 [00:09<00:40, 9.30it/s, v_num=9, loss/train=0.309, alignment/train=0.0956, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 20%|█▉ | 93/469 [00:09<00:40, 9.33it/s, v_num=9, loss/train=0.309, alignment/train=0.0956, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 20%|█▉ | 93/469 [00:09<00:40, 9.33it/s, v_num=9, loss/train=0.310, alignment/train=0.0829, uniformity/train=-3.42, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 20%|██ | 94/469 [00:10<00:40, 9.34it/s, v_num=9, loss/train=0.310, alignment/train=0.0829, uniformity/train=-3.42, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 20%|██ | 94/469 [00:10<00:40, 9.34it/s, v_num=9, loss/train=0.365, alignment/train=0.107, uniformity/train=-3.43, contrastive_acc/train=0.984, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 20%|██ | 95/469 [00:10<00:39, 9.36it/s, v_num=9, loss/train=0.365, alignment/train=0.107, uniformity/train=-3.43, contrastive_acc/train=0.984, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 20%|██ | 95/469 [00:10<00:39, 9.36it/s, v_num=9, loss/train=0.262, alignment/train=0.0854, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 20%|██ | 96/469 [00:10<00:39, 9.41it/s, v_num=9, loss/train=0.262, alignment/train=0.0854, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 20%|██ | 96/469 [00:10<00:39, 9.41it/s, v_num=9, loss/train=0.263, alignment/train=0.0954, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 21%|██ | 97/469 [00:10<00:39, 9.36it/s, v_num=9, loss/train=0.263, alignment/train=0.0954, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 21%|██ | 97/469 [00:10<00:39, 9.36it/s, v_num=9, loss/train=0.308, alignment/train=0.0833, uniformity/train=-3.42, contrastive_acc/train=0.984, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 21%|██ | 98/469 [00:10<00:39, 9.39it/s, v_num=9, loss/train=0.308, alignment/train=0.0833, uniformity/train=-3.42, contrastive_acc/train=0.984, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 21%|██ | 98/469 [00:10<00:39, 9.39it/s, v_num=9, loss/train=0.308, alignment/train=0.0915, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 21%|██ | 99/469 [00:10<00:39, 9.43it/s, v_num=9, loss/train=0.308, alignment/train=0.0915, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 21%|██ | 99/469 [00:10<00:39, 9.43it/s, v_num=9, loss/train=0.278, alignment/train=0.0804, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 21%|██▏ | 100/469 [00:10<00:38, 9.47it/s, v_num=9, loss/train=0.278, alignment/train=0.0804, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 21%|██▏ | 100/469 [00:10<00:38, 9.47it/s, v_num=9, loss/train=0.252, alignment/train=0.0844, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 22%|██▏ | 101/469 [00:10<00:38, 9.48it/s, v_num=9, loss/train=0.252, alignment/train=0.0844, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 22%|██▏ | 101/469 [00:10<00:38, 9.48it/s, v_num=9, loss/train=0.321, alignment/train=0.0961, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 22%|██▏ | 102/469 [00:10<00:38, 9.48it/s, v_num=9, loss/train=0.321, alignment/train=0.0961, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 22%|██▏ | 102/469 [00:10<00:38, 9.48it/s, v_num=9, loss/train=0.298, alignment/train=0.0915, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 22%|██▏ | 103/469 [00:10<00:38, 9.46it/s, v_num=9, loss/train=0.298, alignment/train=0.0915, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 22%|██▏ | 103/469 [00:10<00:38, 9.46it/s, v_num=9, loss/train=0.257, alignment/train=0.0852, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 22%|██▏ | 104/469 [00:10<00:38, 9.50it/s, v_num=9, loss/train=0.257, alignment/train=0.0852, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 22%|██▏ | 104/469 [00:10<00:38, 9.50it/s, v_num=9, loss/train=0.293, alignment/train=0.101, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 22%|██▏ | 105/469 [00:11<00:38, 9.54it/s, v_num=9, loss/train=0.293, alignment/train=0.101, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 22%|██▏ | 105/469 [00:11<00:38, 9.54it/s, v_num=9, loss/train=0.290, alignment/train=0.0896, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 23%|██▎ | 106/469 [00:11<00:38, 9.55it/s, v_num=9, loss/train=0.290, alignment/train=0.0896, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 23%|██▎ | 106/469 [00:11<00:38, 9.55it/s, v_num=9, loss/train=0.297, alignment/train=0.0961, uniformity/train=-3.45, contrastive_acc/train=0.977, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 23%|██▎ | 107/469 [00:11<00:37, 9.54it/s, v_num=9, loss/train=0.297, alignment/train=0.0961, uniformity/train=-3.45, contrastive_acc/train=0.977, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 23%|██▎ | 107/469 [00:11<00:37, 9.54it/s, v_num=9, loss/train=0.315, alignment/train=0.0924, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 23%|██▎ | 108/469 [00:11<00:37, 9.54it/s, v_num=9, loss/train=0.315, alignment/train=0.0924, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 23%|██▎ | 108/469 [00:11<00:37, 9.54it/s, v_num=9, loss/train=0.368, alignment/train=0.0886, uniformity/train=-3.43, contrastive_acc/train=0.961, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 23%|██▎ | 109/469 [00:11<00:37, 9.57it/s, v_num=9, loss/train=0.368, alignment/train=0.0886, uniformity/train=-3.43, contrastive_acc/train=0.961, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 23%|██▎ | 109/469 [00:11<00:37, 9.57it/s, v_num=9, loss/train=0.300, alignment/train=0.0941, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 23%|██▎ | 110/469 [00:11<00:37, 9.61it/s, v_num=9, loss/train=0.300, alignment/train=0.0941, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 23%|██▎ | 110/469 [00:11<00:37, 9.61it/s, v_num=9, loss/train=0.310, alignment/train=0.106, uniformity/train=-3.49, contrastive_acc/train=0.980, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 24%|██▎ | 111/469 [00:11<00:37, 9.62it/s, v_num=9, loss/train=0.310, alignment/train=0.106, uniformity/train=-3.49, contrastive_acc/train=0.980, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 24%|██▎ | 111/469 [00:11<00:37, 9.62it/s, v_num=9, loss/train=0.275, alignment/train=0.085, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 24%|██▍ | 112/469 [00:11<00:37, 9.63it/s, v_num=9, loss/train=0.275, alignment/train=0.085, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 24%|██▍ | 112/469 [00:11<00:37, 9.63it/s, v_num=9, loss/train=0.285, alignment/train=0.0993, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 24%|██▍ | 113/469 [00:11<00:36, 9.63it/s, v_num=9, loss/train=0.285, alignment/train=0.0993, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 24%|██▍ | 113/469 [00:11<00:36, 9.63it/s, v_num=9, loss/train=0.310, alignment/train=0.0917, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 24%|██▍ | 114/469 [00:11<00:36, 9.64it/s, v_num=9, loss/train=0.310, alignment/train=0.0917, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 24%|██▍ | 114/469 [00:11<00:36, 9.64it/s, v_num=9, loss/train=0.276, alignment/train=0.102, uniformity/train=-3.49, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 25%|██▍ | 115/469 [00:11<00:36, 9.59it/s, v_num=9, loss/train=0.276, alignment/train=0.102, uniformity/train=-3.49, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 25%|██▍ | 115/469 [00:11<00:36, 9.58it/s, v_num=9, loss/train=0.286, alignment/train=0.0894, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 25%|██▍ | 116/469 [00:12<00:36, 9.62it/s, v_num=9, loss/train=0.286, alignment/train=0.0894, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 25%|██▍ | 116/469 [00:12<00:36, 9.62it/s, v_num=9, loss/train=0.296, alignment/train=0.0885, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 25%|██▍ | 117/469 [00:12<00:36, 9.66it/s, v_num=9, loss/train=0.296, alignment/train=0.0885, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 25%|██▍ | 117/469 [00:12<00:36, 9.66it/s, v_num=9, loss/train=0.313, alignment/train=0.0842, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 25%|██▌ | 118/469 [00:12<00:36, 9.64it/s, v_num=9, loss/train=0.313, alignment/train=0.0842, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 25%|██▌ | 118/469 [00:12<00:36, 9.64it/s, v_num=9, loss/train=0.258, alignment/train=0.0847, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 25%|██▌ | 119/469 [00:12<00:36, 9.67it/s, v_num=9, loss/train=0.258, alignment/train=0.0847, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 25%|██▌ | 119/469 [00:12<00:36, 9.67it/s, v_num=9, loss/train=0.297, alignment/train=0.0949, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 26%|██▌ | 120/469 [00:12<00:36, 9.69it/s, v_num=9, loss/train=0.297, alignment/train=0.0949, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 26%|██▌ | 120/469 [00:12<00:36, 9.69it/s, v_num=9, loss/train=0.320, alignment/train=0.100, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 26%|██▌ | 121/469 [00:12<00:35, 9.67it/s, v_num=9, loss/train=0.320, alignment/train=0.100, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 26%|██▌ | 121/469 [00:12<00:35, 9.67it/s, v_num=9, loss/train=0.289, alignment/train=0.0944, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 26%|██▌ | 122/469 [00:12<00:35, 9.70it/s, v_num=9, loss/train=0.289, alignment/train=0.0944, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 26%|██▌ | 122/469 [00:12<00:35, 9.70it/s, v_num=9, loss/train=0.359, alignment/train=0.102, uniformity/train=-3.44, contrastive_acc/train=0.977, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 26%|██▌ | 123/469 [00:12<00:35, 9.72it/s, v_num=9, loss/train=0.359, alignment/train=0.102, uniformity/train=-3.44, contrastive_acc/train=0.977, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 26%|██▌ | 123/469 [00:12<00:35, 9.72it/s, v_num=9, loss/train=0.284, alignment/train=0.0936, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 26%|██▋ | 124/469 [00:12<00:35, 9.73it/s, v_num=9, loss/train=0.284, alignment/train=0.0936, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 26%|██▋ | 124/469 [00:12<00:35, 9.73it/s, v_num=9, loss/train=0.269, alignment/train=0.0891, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 27%|██▋ | 125/469 [00:12<00:35, 9.76it/s, v_num=9, loss/train=0.269, alignment/train=0.0891, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 27%|██▋ | 125/469 [00:12<00:35, 9.76it/s, v_num=9, loss/train=0.305, alignment/train=0.108, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 27%|██▋ | 126/469 [00:12<00:35, 9.79it/s, v_num=9, loss/train=0.305, alignment/train=0.108, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 27%|██▋ | 126/469 [00:12<00:35, 9.79it/s, v_num=9, loss/train=0.268, alignment/train=0.0888, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 27%|██▋ | 127/469 [00:12<00:34, 9.79it/s, v_num=9, loss/train=0.268, alignment/train=0.0888, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 27%|██▋ | 127/469 [00:12<00:34, 9.79it/s, v_num=9, loss/train=0.259, alignment/train=0.0848, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 27%|██▋ | 128/469 [00:13<00:34, 9.77it/s, v_num=9, loss/train=0.259, alignment/train=0.0848, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 27%|██▋ | 128/469 [00:13<00:34, 9.77it/s, v_num=9, loss/train=0.293, alignment/train=0.0966, uniformity/train=-3.49, contrastive_acc/train=0.977, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 28%|██▊ | 129/469 [00:13<00:34, 9.78it/s, v_num=9, loss/train=0.293, alignment/train=0.0966, uniformity/train=-3.49, contrastive_acc/train=0.977, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 28%|██▊ | 129/469 [00:13<00:34, 9.78it/s, v_num=9, loss/train=0.258, alignment/train=0.0901, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 28%|██▊ | 130/469 [00:13<00:34, 9.76it/s, v_num=9, loss/train=0.258, alignment/train=0.0901, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 28%|██▊ | 130/469 [00:13<00:34, 9.76it/s, v_num=9, loss/train=0.278, alignment/train=0.0905, uniformity/train=-3.48, contrastive_acc/train=0.984, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 28%|██▊ | 131/469 [00:13<00:34, 9.79it/s, v_num=9, loss/train=0.278, alignment/train=0.0905, uniformity/train=-3.48, contrastive_acc/train=0.984, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 28%|██▊ | 131/469 [00:13<00:34, 9.79it/s, v_num=9, loss/train=0.292, alignment/train=0.103, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 28%|██▊ | 132/469 [00:13<00:34, 9.81it/s, v_num=9, loss/train=0.292, alignment/train=0.103, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 28%|██▊ | 132/469 [00:13<00:34, 9.81it/s, v_num=9, loss/train=0.332, alignment/train=0.0919, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 28%|██▊ | 133/469 [00:13<00:34, 9.84it/s, v_num=9, loss/train=0.332, alignment/train=0.0919, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 28%|██▊ | 133/469 [00:13<00:34, 9.84it/s, v_num=9, loss/train=0.258, alignment/train=0.0911, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 29%|██▊ | 134/469 [00:13<00:34, 9.84it/s, v_num=9, loss/train=0.258, alignment/train=0.0911, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 29%|██▊ | 134/469 [00:13<00:34, 9.84it/s, v_num=9, loss/train=0.270, alignment/train=0.100, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 29%|██▉ | 135/469 [00:13<00:33, 9.85it/s, v_num=9, loss/train=0.270, alignment/train=0.100, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 29%|██▉ | 135/469 [00:13<00:33, 9.85it/s, v_num=9, loss/train=0.265, alignment/train=0.0898, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 29%|██▉ | 136/469 [00:13<00:33, 9.88it/s, v_num=9, loss/train=0.265, alignment/train=0.0898, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 29%|██▉ | 136/469 [00:13<00:33, 9.88it/s, v_num=9, loss/train=0.315, alignment/train=0.0907, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 29%|██▉ | 137/469 [00:13<00:33, 9.85it/s, v_num=9, loss/train=0.315, alignment/train=0.0907, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 29%|██▉ | 137/469 [00:13<00:33, 9.85it/s, v_num=9, loss/train=0.265, alignment/train=0.0926, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 29%|██▉ | 138/469 [00:13<00:33, 9.89it/s, v_num=9, loss/train=0.265, alignment/train=0.0926, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 29%|██▉ | 138/469 [00:13<00:33, 9.89it/s, v_num=9, loss/train=0.374, alignment/train=0.116, uniformity/train=-3.46, contrastive_acc/train=0.969, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 30%|██▉ | 139/469 [00:14<00:33, 9.92it/s, v_num=9, loss/train=0.374, alignment/train=0.116, uniformity/train=-3.46, contrastive_acc/train=0.969, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 30%|██▉ | 139/469 [00:14<00:33, 9.91it/s, v_num=9, loss/train=0.342, alignment/train=0.0855, uniformity/train=-3.39, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 30%|██▉ | 140/469 [00:14<00:33, 9.94it/s, v_num=9, loss/train=0.342, alignment/train=0.0855, uniformity/train=-3.39, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 30%|██▉ | 140/469 [00:14<00:33, 9.94it/s, v_num=9, loss/train=0.264, alignment/train=0.0952, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 30%|███ | 141/469 [00:14<00:33, 9.89it/s, v_num=9, loss/train=0.264, alignment/train=0.0952, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 30%|███ | 141/469 [00:14<00:33, 9.89it/s, v_num=9, loss/train=0.326, alignment/train=0.0936, uniformity/train=-3.42, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 30%|███ | 142/469 [00:14<00:33, 9.88it/s, v_num=9, loss/train=0.326, alignment/train=0.0936, uniformity/train=-3.42, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 30%|███ | 142/469 [00:14<00:33, 9.88it/s, v_num=9, loss/train=0.273, alignment/train=0.0948, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 30%|███ | 143/469 [00:14<00:32, 9.90it/s, v_num=9, loss/train=0.273, alignment/train=0.0948, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 30%|███ | 143/469 [00:14<00:32, 9.90it/s, v_num=9, loss/train=0.355, alignment/train=0.105, uniformity/train=-3.41, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 31%|███ | 144/469 [00:14<00:32, 9.91it/s, v_num=9, loss/train=0.355, alignment/train=0.105, uniformity/train=-3.41, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 31%|███ | 144/469 [00:14<00:32, 9.91it/s, v_num=9, loss/train=0.318, alignment/train=0.0958, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 31%|███ | 145/469 [00:14<00:32, 9.91it/s, v_num=9, loss/train=0.318, alignment/train=0.0958, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 31%|███ | 145/469 [00:14<00:32, 9.91it/s, v_num=9, loss/train=0.284, alignment/train=0.0953, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 31%|███ | 146/469 [00:14<00:32, 9.92it/s, v_num=9, loss/train=0.284, alignment/train=0.0953, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 31%|███ | 146/469 [00:14<00:32, 9.92it/s, v_num=9, loss/train=0.311, alignment/train=0.0923, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 31%|███▏ | 147/469 [00:14<00:32, 9.93it/s, v_num=9, loss/train=0.311, alignment/train=0.0923, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 31%|███▏ | 147/469 [00:14<00:32, 9.93it/s, v_num=9, loss/train=0.275, alignment/train=0.0908, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 32%|███▏ | 148/469 [00:14<00:32, 9.93it/s, v_num=9, loss/train=0.275, alignment/train=0.0908, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 32%|███▏ | 148/469 [00:14<00:32, 9.93it/s, v_num=9, loss/train=0.238, alignment/train=0.0775, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 32%|███▏ | 149/469 [00:14<00:32, 9.96it/s, v_num=9, loss/train=0.238, alignment/train=0.0775, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 32%|███▏ | 149/469 [00:14<00:32, 9.96it/s, v_num=9, loss/train=0.290, alignment/train=0.103, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 32%|███▏ | 150/469 [00:15<00:32, 9.95it/s, v_num=9, loss/train=0.290, alignment/train=0.103, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 32%|███▏ | 150/469 [00:15<00:32, 9.95it/s, v_num=9, loss/train=0.340, alignment/train=0.103, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 32%|███▏ | 151/469 [00:15<00:31, 9.97it/s, v_num=9, loss/train=0.340, alignment/train=0.103, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 32%|███▏ | 151/469 [00:15<00:31, 9.97it/s, v_num=9, loss/train=0.237, alignment/train=0.0762, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 32%|███▏ | 152/469 [00:15<00:31, 9.97it/s, v_num=9, loss/train=0.237, alignment/train=0.0762, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 32%|███▏ | 152/469 [00:15<00:31, 9.97it/s, v_num=9, loss/train=0.230, alignment/train=0.0833, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 33%|███▎ | 153/469 [00:15<00:31, 9.97it/s, v_num=9, loss/train=0.230, alignment/train=0.0833, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 33%|███▎ | 153/469 [00:15<00:31, 9.97it/s, v_num=9, loss/train=0.291, alignment/train=0.0917, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 33%|███▎ | 154/469 [00:15<00:31, 9.99it/s, v_num=9, loss/train=0.291, alignment/train=0.0917, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 33%|███▎ | 154/469 [00:15<00:31, 9.99it/s, v_num=9, loss/train=0.272, alignment/train=0.088, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 33%|███▎ | 155/469 [00:15<00:31, 10.02it/s, v_num=9, loss/train=0.272, alignment/train=0.088, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 33%|███▎ | 155/469 [00:15<00:31, 10.02it/s, v_num=9, loss/train=0.257, alignment/train=0.0911, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 33%|███▎ | 156/469 [00:15<00:31, 10.00it/s, v_num=9, loss/train=0.257, alignment/train=0.0911, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 33%|███▎ | 156/469 [00:15<00:31, 10.00it/s, v_num=9, loss/train=0.318, alignment/train=0.0884, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 33%|███▎ | 157/469 [00:15<00:31, 9.96it/s, v_num=9, loss/train=0.318, alignment/train=0.0884, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 33%|███▎ | 157/469 [00:15<00:31, 9.96it/s, v_num=9, loss/train=0.311, alignment/train=0.0932, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 34%|███▎ | 158/469 [00:15<00:31, 9.99it/s, v_num=9, loss/train=0.311, alignment/train=0.0932, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 34%|███▎ | 158/469 [00:15<00:31, 9.99it/s, v_num=9, loss/train=0.282, alignment/train=0.103, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 34%|███▍ | 159/469 [00:15<00:30, 10.02it/s, v_num=9, loss/train=0.282, alignment/train=0.103, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 34%|███▍ | 159/469 [00:15<00:30, 10.02it/s, v_num=9, loss/train=0.274, alignment/train=0.0869, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 34%|███▍ | 160/469 [00:15<00:30, 10.02it/s, v_num=9, loss/train=0.274, alignment/train=0.0869, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 34%|███▍ | 160/469 [00:15<00:30, 10.02it/s, v_num=9, loss/train=0.295, alignment/train=0.102, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 34%|███▍ | 161/469 [00:16<00:30, 10.02it/s, v_num=9, loss/train=0.295, alignment/train=0.102, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 34%|███▍ | 161/469 [00:16<00:30, 10.02it/s, v_num=9, loss/train=0.301, alignment/train=0.105, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 35%|███▍ | 162/469 [00:16<00:30, 10.00it/s, v_num=9, loss/train=0.301, alignment/train=0.105, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 35%|███▍ | 162/469 [00:16<00:30, 10.00it/s, v_num=9, loss/train=0.267, alignment/train=0.0969, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 35%|███▍ | 163/469 [00:16<00:30, 10.03it/s, v_num=9, loss/train=0.267, alignment/train=0.0969, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 35%|███▍ | 163/469 [00:16<00:30, 10.03it/s, v_num=9, loss/train=0.281, alignment/train=0.0911, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 35%|███▍ | 164/469 [00:16<00:30, 10.05it/s, v_num=9, loss/train=0.281, alignment/train=0.0911, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 35%|███▍ | 164/469 [00:16<00:30, 10.05it/s, v_num=9, loss/train=0.349, alignment/train=0.102, uniformity/train=-3.47, contrastive_acc/train=0.980, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 35%|███▌ | 165/469 [00:16<00:30, 10.08it/s, v_num=9, loss/train=0.349, alignment/train=0.102, uniformity/train=-3.47, contrastive_acc/train=0.980, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 35%|███▌ | 165/469 [00:16<00:30, 10.08it/s, v_num=9, loss/train=0.350, alignment/train=0.0995, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 35%|███▌ | 166/469 [00:16<00:30, 10.04it/s, v_num=9, loss/train=0.350, alignment/train=0.0995, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 35%|███▌ | 166/469 [00:16<00:30, 10.04it/s, v_num=9, loss/train=0.315, alignment/train=0.101, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 36%|███▌ | 167/469 [00:16<00:30, 10.04it/s, v_num=9, loss/train=0.315, alignment/train=0.101, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 36%|███▌ | 167/469 [00:16<00:30, 10.04it/s, v_num=9, loss/train=0.290, alignment/train=0.0813, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 36%|███▌ | 168/469 [00:16<00:29, 10.07it/s, v_num=9, loss/train=0.290, alignment/train=0.0813, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 36%|███▌ | 168/469 [00:16<00:29, 10.07it/s, v_num=9, loss/train=0.245, alignment/train=0.0914, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 36%|███▌ | 169/469 [00:16<00:29, 10.06it/s, v_num=9, loss/train=0.245, alignment/train=0.0914, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 36%|███▌ | 169/469 [00:16<00:29, 10.06it/s, v_num=9, loss/train=0.340, alignment/train=0.0974, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 36%|███▌ | 170/469 [00:16<00:29, 10.09it/s, v_num=9, loss/train=0.340, alignment/train=0.0974, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 36%|███▌ | 170/469 [00:16<00:29, 10.09it/s, v_num=9, loss/train=0.273, alignment/train=0.0915, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 36%|███▋ | 171/469 [00:16<00:29, 10.11it/s, v_num=9, loss/train=0.273, alignment/train=0.0915, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 36%|███▋ | 171/469 [00:16<00:29, 10.11it/s, v_num=9, loss/train=0.313, alignment/train=0.114, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 37%|███▋ | 172/469 [00:16<00:29, 10.12it/s, v_num=9, loss/train=0.313, alignment/train=0.114, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 37%|███▋ | 172/469 [00:16<00:29, 10.12it/s, v_num=9, loss/train=0.289, alignment/train=0.0899, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 37%|███▋ | 173/469 [00:17<00:29, 10.11it/s, v_num=9, loss/train=0.289, alignment/train=0.0899, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 37%|███▋ | 173/469 [00:17<00:29, 10.11it/s, v_num=9, loss/train=0.296, alignment/train=0.0997, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 37%|███▋ | 174/469 [00:17<00:29, 10.10it/s, v_num=9, loss/train=0.296, alignment/train=0.0997, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 37%|███▋ | 174/469 [00:17<00:29, 10.10it/s, v_num=9, loss/train=0.314, alignment/train=0.095, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 37%|███▋ | 175/469 [00:17<00:29, 10.12it/s, v_num=9, loss/train=0.314, alignment/train=0.095, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 37%|███▋ | 175/469 [00:17<00:29, 10.12it/s, v_num=9, loss/train=0.236, alignment/train=0.0778, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 38%|███▊ | 176/469 [00:17<00:28, 10.12it/s, v_num=9, loss/train=0.236, alignment/train=0.0778, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 38%|███▊ | 176/469 [00:17<00:28, 10.12it/s, v_num=9, loss/train=0.334, alignment/train=0.0937, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 38%|███▊ | 177/469 [00:17<00:28, 10.12it/s, v_num=9, loss/train=0.334, alignment/train=0.0937, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 38%|███▊ | 177/469 [00:17<00:28, 10.12it/s, v_num=9, loss/train=0.325, alignment/train=0.108, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 38%|███▊ | 178/469 [00:17<00:28, 10.11it/s, v_num=9, loss/train=0.325, alignment/train=0.108, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 38%|███▊ | 178/469 [00:17<00:28, 10.11it/s, v_num=9, loss/train=0.281, alignment/train=0.0984, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 38%|███▊ | 179/469 [00:17<00:28, 10.13it/s, v_num=9, loss/train=0.281, alignment/train=0.0984, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 38%|███▊ | 179/469 [00:17<00:28, 10.13it/s, v_num=9, loss/train=0.315, alignment/train=0.0986, uniformity/train=-3.45, contrastive_acc/train=0.980, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 38%|███▊ | 180/469 [00:17<00:28, 10.16it/s, v_num=9, loss/train=0.315, alignment/train=0.0986, uniformity/train=-3.45, contrastive_acc/train=0.980, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 38%|███▊ | 180/469 [00:17<00:28, 10.15it/s, v_num=9, loss/train=0.330, alignment/train=0.108, uniformity/train=-3.44, contrastive_acc/train=0.984, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 39%|███▊ | 181/469 [00:17<00:28, 10.15it/s, v_num=9, loss/train=0.330, alignment/train=0.108, uniformity/train=-3.44, contrastive_acc/train=0.984, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 39%|███▊ | 181/469 [00:17<00:28, 10.15it/s, v_num=9, loss/train=0.300, alignment/train=0.107, uniformity/train=-3.49, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 39%|███▉ | 182/469 [00:17<00:28, 10.16it/s, v_num=9, loss/train=0.300, alignment/train=0.107, uniformity/train=-3.49, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 39%|███▉ | 182/469 [00:17<00:28, 10.16it/s, v_num=9, loss/train=0.346, alignment/train=0.0865, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 39%|███▉ | 183/469 [00:18<00:28, 10.16it/s, v_num=9, loss/train=0.346, alignment/train=0.0865, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 39%|███▉ | 183/469 [00:18<00:28, 10.16it/s, v_num=9, loss/train=0.283, alignment/train=0.0943, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 39%|███▉ | 184/469 [00:18<00:27, 10.18it/s, v_num=9, loss/train=0.283, alignment/train=0.0943, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 39%|███▉ | 184/469 [00:18<00:27, 10.18it/s, v_num=9, loss/train=0.266, alignment/train=0.0962, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 39%|███▉ | 185/469 [00:18<00:27, 10.17it/s, v_num=9, loss/train=0.266, alignment/train=0.0962, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 39%|███▉ | 185/469 [00:18<00:27, 10.17it/s, v_num=9, loss/train=0.325, alignment/train=0.114, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 40%|███▉ | 186/469 [00:18<00:27, 10.15it/s, v_num=9, loss/train=0.325, alignment/train=0.114, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 40%|███▉ | 186/469 [00:18<00:27, 10.15it/s, v_num=9, loss/train=0.332, alignment/train=0.0984, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 40%|███▉ | 187/469 [00:18<00:27, 10.17it/s, v_num=9, loss/train=0.332, alignment/train=0.0984, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 40%|███▉ | 187/469 [00:18<00:27, 10.17it/s, v_num=9, loss/train=0.326, alignment/train=0.0876, uniformity/train=-3.46, contrastive_acc/train=0.977, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 40%|████ | 188/469 [00:18<00:27, 10.18it/s, v_num=9, loss/train=0.326, alignment/train=0.0876, uniformity/train=-3.46, contrastive_acc/train=0.977, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 40%|████ | 188/469 [00:18<00:27, 10.18it/s, v_num=9, loss/train=0.280, alignment/train=0.0979, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 40%|████ | 189/469 [00:18<00:27, 10.20it/s, v_num=9, loss/train=0.280, alignment/train=0.0979, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 40%|████ | 189/469 [00:18<00:27, 10.20it/s, v_num=9, loss/train=0.306, alignment/train=0.0847, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 41%|████ | 190/469 [00:18<00:27, 10.20it/s, v_num=9, loss/train=0.306, alignment/train=0.0847, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 41%|████ | 190/469 [00:18<00:27, 10.20it/s, v_num=9, loss/train=0.303, alignment/train=0.103, uniformity/train=-3.49, contrastive_acc/train=0.980, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 41%|████ | 191/469 [00:18<00:27, 10.18it/s, v_num=9, loss/train=0.303, alignment/train=0.103, uniformity/train=-3.49, contrastive_acc/train=0.980, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 41%|████ | 191/469 [00:18<00:27, 10.18it/s, v_num=9, loss/train=0.301, alignment/train=0.0874, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 41%|████ | 192/469 [00:18<00:27, 10.20it/s, v_num=9, loss/train=0.301, alignment/train=0.0874, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 41%|████ | 192/469 [00:18<00:27, 10.20it/s, v_num=9, loss/train=0.261, alignment/train=0.082, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 41%|████ | 193/469 [00:18<00:27, 10.19it/s, v_num=9, loss/train=0.261, alignment/train=0.082, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 41%|████ | 193/469 [00:18<00:27, 10.19it/s, v_num=9, loss/train=0.349, alignment/train=0.0912, uniformity/train=-3.39, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 41%|████▏ | 194/469 [00:18<00:26, 10.21it/s, v_num=9, loss/train=0.349, alignment/train=0.0912, uniformity/train=-3.39, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 41%|████▏ | 194/469 [00:18<00:26, 10.21it/s, v_num=9, loss/train=0.300, alignment/train=0.089, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 42%|████▏ | 195/469 [00:19<00:26, 10.24it/s, v_num=9, loss/train=0.300, alignment/train=0.089, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 42%|████▏ | 195/469 [00:19<00:26, 10.23it/s, v_num=9, loss/train=0.254, alignment/train=0.0868, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 42%|████▏ | 196/469 [00:19<00:26, 10.25it/s, v_num=9, loss/train=0.254, alignment/train=0.0868, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 42%|████▏ | 196/469 [00:19<00:26, 10.25it/s, v_num=9, loss/train=0.255, alignment/train=0.0942, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 42%|████▏ | 197/469 [00:19<00:26, 10.20it/s, v_num=9, loss/train=0.255, alignment/train=0.0942, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 42%|████▏ | 197/469 [00:19<00:26, 10.20it/s, v_num=9, loss/train=0.278, alignment/train=0.0864, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 42%|████▏ | 198/469 [00:19<00:26, 10.20it/s, v_num=9, loss/train=0.278, alignment/train=0.0864, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 42%|████▏ | 198/469 [00:19<00:26, 10.20it/s, v_num=9, loss/train=0.298, alignment/train=0.0922, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 42%|████▏ | 199/469 [00:19<00:26, 10.23it/s, v_num=9, loss/train=0.298, alignment/train=0.0922, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 42%|████▏ | 199/469 [00:19<00:26, 10.22it/s, v_num=9, loss/train=0.300, alignment/train=0.0962, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 43%|████▎ | 200/469 [00:19<00:26, 10.22it/s, v_num=9, loss/train=0.300, alignment/train=0.0962, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 43%|████▎ | 200/469 [00:19<00:26, 10.22it/s, v_num=9, loss/train=0.274, alignment/train=0.0952, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 43%|████▎ | 201/469 [00:19<00:26, 10.21it/s, v_num=9, loss/train=0.274, alignment/train=0.0952, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 43%|████▎ | 201/469 [00:19<00:26, 10.21it/s, v_num=9, loss/train=0.253, alignment/train=0.0945, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 43%|████▎ | 202/469 [00:19<00:26, 10.22it/s, v_num=9, loss/train=0.253, alignment/train=0.0945, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 43%|████▎ | 202/469 [00:19<00:26, 10.22it/s, v_num=9, loss/train=0.292, alignment/train=0.095, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 43%|████▎ | 203/469 [00:19<00:25, 10.24it/s, v_num=9, loss/train=0.292, alignment/train=0.095, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 43%|████▎ | 203/469 [00:19<00:25, 10.24it/s, v_num=9, loss/train=0.285, alignment/train=0.0869, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 43%|████▎ | 204/469 [00:19<00:25, 10.26it/s, v_num=9, loss/train=0.285, alignment/train=0.0869, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 43%|████▎ | 204/469 [00:19<00:25, 10.26it/s, v_num=9, loss/train=0.288, alignment/train=0.0896, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 44%|████▎ | 205/469 [00:19<00:25, 10.28it/s, v_num=9, loss/train=0.288, alignment/train=0.0896, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 44%|████▎ | 205/469 [00:19<00:25, 10.28it/s, v_num=9, loss/train=0.269, alignment/train=0.0981, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 44%|████▍ | 206/469 [00:20<00:25, 10.24it/s, v_num=9, loss/train=0.269, alignment/train=0.0981, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 44%|████▍ | 206/469 [00:20<00:25, 10.24it/s, v_num=9, loss/train=0.241, alignment/train=0.094, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 44%|████▍ | 207/469 [00:20<00:25, 10.23it/s, v_num=9, loss/train=0.241, alignment/train=0.094, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 44%|████▍ | 207/469 [00:20<00:25, 10.23it/s, v_num=9, loss/train=0.316, alignment/train=0.0923, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 44%|████▍ | 208/469 [00:20<00:25, 10.25it/s, v_num=9, loss/train=0.316, alignment/train=0.0923, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 44%|████▍ | 208/469 [00:20<00:25, 10.25it/s, v_num=9, loss/train=0.244, alignment/train=0.0903, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 45%|████▍ | 209/469 [00:20<00:25, 10.25it/s, v_num=9, loss/train=0.244, alignment/train=0.0903, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 45%|████▍ | 209/469 [00:20<00:25, 10.25it/s, v_num=9, loss/train=0.271, alignment/train=0.0984, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 45%|████▍ | 210/469 [00:20<00:25, 10.25it/s, v_num=9, loss/train=0.271, alignment/train=0.0984, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 45%|████▍ | 210/469 [00:20<00:25, 10.25it/s, v_num=9, loss/train=0.299, alignment/train=0.100, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 45%|████▍ | 211/469 [00:20<00:25, 10.25it/s, v_num=9, loss/train=0.299, alignment/train=0.100, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 45%|████▍ | 211/469 [00:20<00:25, 10.25it/s, v_num=9, loss/train=0.283, alignment/train=0.0926, uniformity/train=-3.40, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 45%|████▌ | 212/469 [00:20<00:25, 10.26it/s, v_num=9, loss/train=0.283, alignment/train=0.0926, uniformity/train=-3.40, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 45%|████▌ | 212/469 [00:20<00:25, 10.26it/s, v_num=9, loss/train=0.336, alignment/train=0.108, uniformity/train=-3.42, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 45%|████▌ | 213/469 [00:20<00:24, 10.27it/s, v_num=9, loss/train=0.336, alignment/train=0.108, uniformity/train=-3.42, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 45%|████▌ | 213/469 [00:20<00:24, 10.27it/s, v_num=9, loss/train=0.327, alignment/train=0.103, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 46%|████▌ | 214/469 [00:20<00:24, 10.29it/s, v_num=9, loss/train=0.327, alignment/train=0.103, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 46%|████▌ | 214/469 [00:20<00:24, 10.29it/s, v_num=9, loss/train=0.314, alignment/train=0.0987, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 46%|████▌ | 215/469 [00:20<00:24, 10.30it/s, v_num=9, loss/train=0.314, alignment/train=0.0987, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 46%|████▌ | 215/469 [00:20<00:24, 10.30it/s, v_num=9, loss/train=0.271, alignment/train=0.0883, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 46%|████▌ | 216/469 [00:20<00:24, 10.32it/s, v_num=9, loss/train=0.271, alignment/train=0.0883, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 46%|████▌ | 216/469 [00:20<00:24, 10.32it/s, v_num=9, loss/train=0.283, alignment/train=0.100, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 46%|████▋ | 217/469 [00:20<00:24, 10.34it/s, v_num=9, loss/train=0.283, alignment/train=0.100, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 46%|████▋ | 217/469 [00:20<00:24, 10.34it/s, v_num=9, loss/train=0.247, alignment/train=0.0947, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 46%|████▋ | 218/469 [00:21<00:24, 10.33it/s, v_num=9, loss/train=0.247, alignment/train=0.0947, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 46%|████▋ | 218/469 [00:21<00:24, 10.33it/s, v_num=9, loss/train=0.285, alignment/train=0.0861, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 47%|████▋ | 219/469 [00:21<00:24, 10.31it/s, v_num=9, loss/train=0.285, alignment/train=0.0861, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 47%|████▋ | 219/469 [00:21<00:24, 10.31it/s, v_num=9, loss/train=0.310, alignment/train=0.0984, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 47%|████▋ | 220/469 [00:21<00:24, 10.30it/s, v_num=9, loss/train=0.310, alignment/train=0.0984, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 47%|████▋ | 220/469 [00:21<00:24, 10.30it/s, v_num=9, loss/train=0.333, alignment/train=0.0919, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 47%|████▋ | 221/469 [00:21<00:24, 10.28it/s, v_num=9, loss/train=0.333, alignment/train=0.0919, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 47%|████▋ | 221/469 [00:21<00:24, 10.28it/s, v_num=9, loss/train=0.290, alignment/train=0.104, uniformity/train=-3.49, contrastive_acc/train=0.984, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 47%|████▋ | 222/469 [00:21<00:23, 10.29it/s, v_num=9, loss/train=0.290, alignment/train=0.104, uniformity/train=-3.49, contrastive_acc/train=0.984, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 47%|████▋ | 222/469 [00:21<00:23, 10.29it/s, v_num=9, loss/train=0.285, alignment/train=0.0858, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 48%|████▊ | 223/469 [00:21<00:23, 10.31it/s, v_num=9, loss/train=0.285, alignment/train=0.0858, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 48%|████▊ | 223/469 [00:21<00:23, 10.31it/s, v_num=9, loss/train=0.307, alignment/train=0.0884, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 48%|████▊ | 224/469 [00:21<00:23, 10.30it/s, v_num=9, loss/train=0.307, alignment/train=0.0884, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 48%|████▊ | 224/469 [00:21<00:23, 10.30it/s, v_num=9, loss/train=0.302, alignment/train=0.0876, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 48%|████▊ | 225/469 [00:21<00:23, 10.31it/s, v_num=9, loss/train=0.302, alignment/train=0.0876, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 48%|████▊ | 225/469 [00:21<00:23, 10.31it/s, v_num=9, loss/train=0.297, alignment/train=0.0923, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 48%|████▊ | 226/469 [00:21<00:23, 10.31it/s, v_num=9, loss/train=0.297, alignment/train=0.0923, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 48%|████▊ | 226/469 [00:21<00:23, 10.31it/s, v_num=9, loss/train=0.288, alignment/train=0.0958, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 48%|████▊ | 227/469 [00:22<00:23, 10.31it/s, v_num=9, loss/train=0.288, alignment/train=0.0958, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 48%|████▊ | 227/469 [00:22<00:23, 10.31it/s, v_num=9, loss/train=0.246, alignment/train=0.0922, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 49%|████▊ | 228/469 [00:22<00:23, 10.31it/s, v_num=9, loss/train=0.246, alignment/train=0.0922, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 49%|████▊ | 228/469 [00:22<00:23, 10.31it/s, v_num=9, loss/train=0.269, alignment/train=0.0955, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 49%|████▉ | 229/469 [00:22<00:23, 10.33it/s, v_num=9, loss/train=0.269, alignment/train=0.0955, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 49%|████▉ | 229/469 [00:22<00:23, 10.33it/s, v_num=9, loss/train=0.300, alignment/train=0.0913, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 49%|████▉ | 230/469 [00:22<00:23, 10.34it/s, v_num=9, loss/train=0.300, alignment/train=0.0913, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 49%|████▉ | 230/469 [00:22<00:23, 10.34it/s, v_num=9, loss/train=0.265, alignment/train=0.0955, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 49%|████▉ | 231/469 [00:22<00:23, 10.34it/s, v_num=9, loss/train=0.265, alignment/train=0.0955, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 49%|████▉ | 231/469 [00:22<00:23, 10.34it/s, v_num=9, loss/train=0.285, alignment/train=0.079, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 49%|████▉ | 232/469 [00:22<00:22, 10.32it/s, v_num=9, loss/train=0.285, alignment/train=0.079, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 49%|████▉ | 232/469 [00:22<00:22, 10.32it/s, v_num=9, loss/train=0.249, alignment/train=0.0905, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 50%|████▉ | 233/469 [00:22<00:22, 10.34it/s, v_num=9, loss/train=0.249, alignment/train=0.0905, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 50%|████▉ | 233/469 [00:22<00:22, 10.34it/s, v_num=9, loss/train=0.331, alignment/train=0.0939, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 50%|████▉ | 234/469 [00:22<00:22, 10.34it/s, v_num=9, loss/train=0.331, alignment/train=0.0939, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 50%|████▉ | 234/469 [00:22<00:22, 10.34it/s, v_num=9, loss/train=0.274, alignment/train=0.0791, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 50%|█████ | 235/469 [00:22<00:22, 10.35it/s, v_num=9, loss/train=0.274, alignment/train=0.0791, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 50%|█████ | 235/469 [00:22<00:22, 10.35it/s, v_num=9, loss/train=0.256, alignment/train=0.0851, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 50%|█████ | 236/469 [00:22<00:22, 10.35it/s, v_num=9, loss/train=0.256, alignment/train=0.0851, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 50%|█████ | 236/469 [00:22<00:22, 10.35it/s, v_num=9, loss/train=0.266, alignment/train=0.0984, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 51%|█████ | 237/469 [00:22<00:22, 10.34it/s, v_num=9, loss/train=0.266, alignment/train=0.0984, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 51%|█████ | 237/469 [00:22<00:22, 10.34it/s, v_num=9, loss/train=0.279, alignment/train=0.104, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 51%|█████ | 238/469 [00:22<00:22, 10.35it/s, v_num=9, loss/train=0.279, alignment/train=0.104, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 51%|█████ | 238/469 [00:22<00:22, 10.35it/s, v_num=9, loss/train=0.276, alignment/train=0.100, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 51%|█████ | 239/469 [00:23<00:22, 10.36it/s, v_num=9, loss/train=0.276, alignment/train=0.100, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 51%|█████ | 239/469 [00:23<00:22, 10.36it/s, v_num=9, loss/train=0.295, alignment/train=0.100, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 51%|█████ | 240/469 [00:23<00:22, 10.37it/s, v_num=9, loss/train=0.295, alignment/train=0.100, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 51%|█████ | 240/469 [00:23<00:22, 10.37it/s, v_num=9, loss/train=0.234, alignment/train=0.0923, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 51%|█████▏ | 241/469 [00:23<00:22, 10.36it/s, v_num=9, loss/train=0.234, alignment/train=0.0923, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 51%|█████▏ | 241/469 [00:23<00:22, 10.36it/s, v_num=9, loss/train=0.303, alignment/train=0.0932, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 52%|█████▏ | 242/469 [00:23<00:21, 10.37it/s, v_num=9, loss/train=0.303, alignment/train=0.0932, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 52%|█████▏ | 242/469 [00:23<00:21, 10.37it/s, v_num=9, loss/train=0.311, alignment/train=0.100, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 52%|█████▏ | 243/469 [00:23<00:21, 10.37it/s, v_num=9, loss/train=0.311, alignment/train=0.100, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 52%|█████▏ | 243/469 [00:23<00:21, 10.37it/s, v_num=9, loss/train=0.238, alignment/train=0.0853, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 52%|█████▏ | 244/469 [00:23<00:21, 10.35it/s, v_num=9, loss/train=0.238, alignment/train=0.0853, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 52%|█████▏ | 244/469 [00:23<00:21, 10.35it/s, v_num=9, loss/train=0.315, alignment/train=0.0962, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 52%|█████▏ | 245/469 [00:23<00:21, 10.36it/s, v_num=9, loss/train=0.315, alignment/train=0.0962, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 52%|█████▏ | 245/469 [00:23<00:21, 10.36it/s, v_num=9, loss/train=0.315, alignment/train=0.0848, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 52%|█████▏ | 246/469 [00:23<00:21, 10.38it/s, v_num=9, loss/train=0.315, alignment/train=0.0848, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 52%|█████▏ | 246/469 [00:23<00:21, 10.38it/s, v_num=9, loss/train=0.290, alignment/train=0.0985, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 53%|█████▎ | 247/469 [00:23<00:21, 10.38it/s, v_num=9, loss/train=0.290, alignment/train=0.0985, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 53%|█████▎ | 247/469 [00:23<00:21, 10.38it/s, v_num=9, loss/train=0.274, alignment/train=0.0859, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 53%|█████▎ | 248/469 [00:23<00:21, 10.38it/s, v_num=9, loss/train=0.274, alignment/train=0.0859, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 53%|█████▎ | 248/469 [00:23<00:21, 10.37it/s, v_num=9, loss/train=0.319, alignment/train=0.0953, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 53%|█████▎ | 249/469 [00:23<00:21, 10.39it/s, v_num=9, loss/train=0.319, alignment/train=0.0953, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 53%|█████▎ | 249/469 [00:23<00:21, 10.39it/s, v_num=9, loss/train=0.275, alignment/train=0.0852, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 53%|█████▎ | 250/469 [00:24<00:21, 10.40it/s, v_num=9, loss/train=0.275, alignment/train=0.0852, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 53%|█████▎ | 250/469 [00:24<00:21, 10.40it/s, v_num=9, loss/train=0.290, alignment/train=0.105, uniformity/train=-3.49, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 54%|█████▎ | 251/469 [00:24<00:20, 10.42it/s, v_num=9, loss/train=0.290, alignment/train=0.105, uniformity/train=-3.49, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 54%|█████▎ | 251/469 [00:24<00:20, 10.42it/s, v_num=9, loss/train=0.300, alignment/train=0.0916, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 54%|█████▎ | 252/469 [00:24<00:20, 10.41it/s, v_num=9, loss/train=0.300, alignment/train=0.0916, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 54%|█████▎ | 252/469 [00:24<00:20, 10.41it/s, v_num=9, loss/train=0.321, alignment/train=0.101, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 54%|█████▍ | 253/469 [00:24<00:20, 10.39it/s, v_num=9, loss/train=0.321, alignment/train=0.101, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 54%|█████▍ | 253/469 [00:24<00:20, 10.39it/s, v_num=9, loss/train=0.297, alignment/train=0.101, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 54%|█████▍ | 254/469 [00:24<00:20, 10.40it/s, v_num=9, loss/train=0.297, alignment/train=0.101, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 54%|█████▍ | 254/469 [00:24<00:20, 10.40it/s, v_num=9, loss/train=0.263, alignment/train=0.0866, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 54%|█████▍ | 255/469 [00:24<00:20, 10.41it/s, v_num=9, loss/train=0.263, alignment/train=0.0866, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 54%|█████▍ | 255/469 [00:24<00:20, 10.41it/s, v_num=9, loss/train=0.313, alignment/train=0.0965, uniformity/train=-3.47, contrastive_acc/train=0.980, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 55%|█████▍ | 256/469 [00:24<00:20, 10.43it/s, v_num=9, loss/train=0.313, alignment/train=0.0965, uniformity/train=-3.47, contrastive_acc/train=0.980, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 55%|█████▍ | 256/469 [00:24<00:20, 10.43it/s, v_num=9, loss/train=0.331, alignment/train=0.0962, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 55%|█████▍ | 257/469 [00:24<00:20, 10.42it/s, v_num=9, loss/train=0.331, alignment/train=0.0962, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 55%|█████▍ | 257/469 [00:24<00:20, 10.42it/s, v_num=9, loss/train=0.304, alignment/train=0.0965, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 55%|█████▌ | 258/469 [00:24<00:20, 10.42it/s, v_num=9, loss/train=0.304, alignment/train=0.0965, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 55%|█████▌ | 258/469 [00:24<00:20, 10.42it/s, v_num=9, loss/train=0.256, alignment/train=0.0944, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 55%|█████▌ | 259/469 [00:24<00:20, 10.42it/s, v_num=9, loss/train=0.256, alignment/train=0.0944, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 55%|█████▌ | 259/469 [00:24<00:20, 10.42it/s, v_num=9, loss/train=0.335, alignment/train=0.105, uniformity/train=-3.47, contrastive_acc/train=0.977, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 55%|█████▌ | 260/469 [00:24<00:20, 10.43it/s, v_num=9, loss/train=0.335, alignment/train=0.105, uniformity/train=-3.47, contrastive_acc/train=0.977, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 55%|█████▌ | 260/469 [00:24<00:20, 10.43it/s, v_num=9, loss/train=0.278, alignment/train=0.0882, uniformity/train=-3.46, contrastive_acc/train=0.984, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 56%|█████▌ | 261/469 [00:25<00:19, 10.44it/s, v_num=9, loss/train=0.278, alignment/train=0.0882, uniformity/train=-3.46, contrastive_acc/train=0.984, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 56%|█████▌ | 261/469 [00:25<00:19, 10.44it/s, v_num=9, loss/train=0.285, alignment/train=0.0937, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 56%|█████▌ | 262/469 [00:25<00:19, 10.44it/s, v_num=9, loss/train=0.285, alignment/train=0.0937, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 56%|█████▌ | 262/469 [00:25<00:19, 10.44it/s, v_num=9, loss/train=0.294, alignment/train=0.0931, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 56%|█████▌ | 263/469 [00:25<00:19, 10.41it/s, v_num=9, loss/train=0.294, alignment/train=0.0931, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 56%|█████▌ | 263/469 [00:25<00:19, 10.41it/s, v_num=9, loss/train=0.301, alignment/train=0.0911, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 56%|█████▋ | 264/469 [00:25<00:19, 10.42it/s, v_num=9, loss/train=0.301, alignment/train=0.0911, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 56%|█████▋ | 264/469 [00:25<00:19, 10.42it/s, v_num=9, loss/train=0.270, alignment/train=0.0837, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 57%|█████▋ | 265/469 [00:25<00:19, 10.43it/s, v_num=9, loss/train=0.270, alignment/train=0.0837, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 57%|█████▋ | 265/469 [00:25<00:19, 10.43it/s, v_num=9, loss/train=0.255, alignment/train=0.0716, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 57%|█████▋ | 266/469 [00:25<00:19, 10.45it/s, v_num=9, loss/train=0.255, alignment/train=0.0716, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 57%|█████▋ | 266/469 [00:25<00:19, 10.45it/s, v_num=9, loss/train=0.291, alignment/train=0.105, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 57%|█████▋ | 267/469 [00:25<00:19, 10.44it/s, v_num=9, loss/train=0.291, alignment/train=0.105, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 57%|█████▋ | 267/469 [00:25<00:19, 10.44it/s, v_num=9, loss/train=0.328, alignment/train=0.0917, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 57%|█████▋ | 268/469 [00:25<00:19, 10.43it/s, v_num=9, loss/train=0.328, alignment/train=0.0917, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 57%|█████▋ | 268/469 [00:25<00:19, 10.43it/s, v_num=9, loss/train=0.285, alignment/train=0.0854, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 57%|█████▋ | 269/469 [00:25<00:19, 10.43it/s, v_num=9, loss/train=0.285, alignment/train=0.0854, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 57%|█████▋ | 269/469 [00:25<00:19, 10.43it/s, v_num=9, loss/train=0.257, alignment/train=0.0844, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 58%|█████▊ | 270/469 [00:25<00:19, 10.44it/s, v_num=9, loss/train=0.257, alignment/train=0.0844, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 58%|█████▊ | 270/469 [00:25<00:19, 10.44it/s, v_num=9, loss/train=0.288, alignment/train=0.0745, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 58%|█████▊ | 271/469 [00:25<00:18, 10.46it/s, v_num=9, loss/train=0.288, alignment/train=0.0745, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 58%|█████▊ | 271/469 [00:25<00:18, 10.46it/s, v_num=9, loss/train=0.307, alignment/train=0.098, uniformity/train=-3.48, contrastive_acc/train=0.984, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 58%|█████▊ | 272/469 [00:26<00:18, 10.44it/s, v_num=9, loss/train=0.307, alignment/train=0.098, uniformity/train=-3.48, contrastive_acc/train=0.984, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 58%|█████▊ | 272/469 [00:26<00:18, 10.44it/s, v_num=9, loss/train=0.275, alignment/train=0.0905, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 58%|█████▊ | 273/469 [00:26<00:18, 10.43it/s, v_num=9, loss/train=0.275, alignment/train=0.0905, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 58%|█████▊ | 273/469 [00:26<00:18, 10.43it/s, v_num=9, loss/train=0.270, alignment/train=0.0985, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 58%|█████▊ | 274/469 [00:26<00:18, 10.44it/s, v_num=9, loss/train=0.270, alignment/train=0.0985, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 58%|█████▊ | 274/469 [00:26<00:18, 10.44it/s, v_num=9, loss/train=0.304, alignment/train=0.103, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 59%|█████▊ | 275/469 [00:26<00:18, 10.46it/s, v_num=9, loss/train=0.304, alignment/train=0.103, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 59%|█████▊ | 275/469 [00:26<00:18, 10.46it/s, v_num=9, loss/train=0.299, alignment/train=0.0959, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 59%|█████▉ | 276/469 [00:26<00:18, 10.47it/s, v_num=9, loss/train=0.299, alignment/train=0.0959, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 59%|█████▉ | 276/469 [00:26<00:18, 10.47it/s, v_num=9, loss/train=0.296, alignment/train=0.0949, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 59%|█████▉ | 277/469 [00:26<00:18, 10.47it/s, v_num=9, loss/train=0.296, alignment/train=0.0949, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 59%|█████▉ | 277/469 [00:26<00:18, 10.47it/s, v_num=9, loss/train=0.320, alignment/train=0.0909, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 59%|█████▉ | 278/469 [00:26<00:18, 10.46it/s, v_num=9, loss/train=0.320, alignment/train=0.0909, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 59%|█████▉ | 278/469 [00:26<00:18, 10.46it/s, v_num=9, loss/train=0.288, alignment/train=0.0895, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 59%|█████▉ | 279/469 [00:26<00:18, 10.45it/s, v_num=9, loss/train=0.288, alignment/train=0.0895, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 59%|█████▉ | 279/469 [00:26<00:18, 10.45it/s, v_num=9, loss/train=0.280, alignment/train=0.0988, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 60%|█████▉ | 280/469 [00:26<00:18, 10.46it/s, v_num=9, loss/train=0.280, alignment/train=0.0988, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 60%|█████▉ | 280/469 [00:26<00:18, 10.46it/s, v_num=9, loss/train=0.270, alignment/train=0.093, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 60%|█████▉ | 281/469 [00:26<00:17, 10.48it/s, v_num=9, loss/train=0.270, alignment/train=0.093, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 60%|█████▉ | 281/469 [00:26<00:17, 10.48it/s, v_num=9, loss/train=0.261, alignment/train=0.0868, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 60%|██████ | 282/469 [00:26<00:17, 10.47it/s, v_num=9, loss/train=0.261, alignment/train=0.0868, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 60%|██████ | 282/469 [00:26<00:17, 10.47it/s, v_num=9, loss/train=0.278, alignment/train=0.0907, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 60%|██████ | 283/469 [00:27<00:17, 10.45it/s, v_num=9, loss/train=0.278, alignment/train=0.0907, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 60%|██████ | 283/469 [00:27<00:17, 10.45it/s, v_num=9, loss/train=0.303, alignment/train=0.104, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 61%|██████ | 284/469 [00:27<00:17, 10.46it/s, v_num=9, loss/train=0.303, alignment/train=0.104, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 61%|██████ | 284/469 [00:27<00:17, 10.46it/s, v_num=9, loss/train=0.260, alignment/train=0.0995, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 61%|██████ | 285/469 [00:27<00:17, 10.47it/s, v_num=9, loss/train=0.260, alignment/train=0.0995, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 61%|██████ | 285/469 [00:27<00:17, 10.47it/s, v_num=9, loss/train=0.272, alignment/train=0.0897, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 61%|██████ | 286/469 [00:27<00:17, 10.49it/s, v_num=9, loss/train=0.272, alignment/train=0.0897, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 61%|██████ | 286/469 [00:27<00:17, 10.49it/s, v_num=9, loss/train=0.296, alignment/train=0.0966, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 61%|██████ | 287/469 [00:27<00:17, 10.49it/s, v_num=9, loss/train=0.296, alignment/train=0.0966, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 61%|██████ | 287/469 [00:27<00:17, 10.49it/s, v_num=9, loss/train=0.274, alignment/train=0.0827, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 61%|██████▏ | 288/469 [00:27<00:17, 10.47it/s, v_num=9, loss/train=0.274, alignment/train=0.0827, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 61%|██████▏ | 288/469 [00:27<00:17, 10.47it/s, v_num=9, loss/train=0.280, alignment/train=0.0943, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 62%|██████▏ | 289/469 [00:27<00:17, 10.48it/s, v_num=9, loss/train=0.280, alignment/train=0.0943, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 62%|██████▏ | 289/469 [00:27<00:17, 10.48it/s, v_num=9, loss/train=0.288, alignment/train=0.0817, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 62%|██████▏ | 290/469 [00:27<00:17, 10.48it/s, v_num=9, loss/train=0.288, alignment/train=0.0817, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 62%|██████▏ | 290/469 [00:27<00:17, 10.48it/s, v_num=9, loss/train=0.288, alignment/train=0.094, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 62%|██████▏ | 291/469 [00:27<00:16, 10.49it/s, v_num=9, loss/train=0.288, alignment/train=0.094, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 62%|██████▏ | 291/469 [00:27<00:16, 10.49it/s, v_num=9, loss/train=0.265, alignment/train=0.0838, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 62%|██████▏ | 292/469 [00:27<00:16, 10.49it/s, v_num=9, loss/train=0.265, alignment/train=0.0838, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 62%|██████▏ | 292/469 [00:27<00:16, 10.49it/s, v_num=9, loss/train=0.269, alignment/train=0.0891, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 62%|██████▏ | 293/469 [00:27<00:16, 10.47it/s, v_num=9, loss/train=0.269, alignment/train=0.0891, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 62%|██████▏ | 293/469 [00:27<00:16, 10.47it/s, v_num=9, loss/train=0.341, alignment/train=0.0998, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 63%|██████▎ | 294/469 [00:28<00:16, 10.49it/s, v_num=9, loss/train=0.341, alignment/train=0.0998, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 63%|██████▎ | 294/469 [00:28<00:16, 10.49it/s, v_num=9, loss/train=0.259, alignment/train=0.0975, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 63%|██████▎ | 295/469 [00:28<00:16, 10.49it/s, v_num=9, loss/train=0.259, alignment/train=0.0975, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 63%|██████▎ | 295/469 [00:28<00:16, 10.49it/s, v_num=9, loss/train=0.353, alignment/train=0.0917, uniformity/train=-3.44, contrastive_acc/train=0.980, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 63%|██████▎ | 296/469 [00:28<00:16, 10.50it/s, v_num=9, loss/train=0.353, alignment/train=0.0917, uniformity/train=-3.44, contrastive_acc/train=0.980, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 63%|██████▎ | 296/469 [00:28<00:16, 10.50it/s, v_num=9, loss/train=0.296, alignment/train=0.0864, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 63%|██████▎ | 297/469 [00:28<00:16, 10.52it/s, v_num=9, loss/train=0.296, alignment/train=0.0864, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 63%|██████▎ | 297/469 [00:28<00:16, 10.52it/s, v_num=9, loss/train=0.248, alignment/train=0.0875, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 64%|██████▎ | 298/469 [00:28<00:16, 10.50it/s, v_num=9, loss/train=0.248, alignment/train=0.0875, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 64%|██████▎ | 298/469 [00:28<00:16, 10.50it/s, v_num=9, loss/train=0.333, alignment/train=0.106, uniformity/train=-3.45, contrastive_acc/train=0.977, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 64%|██████▍ | 299/469 [00:28<00:16, 10.49it/s, v_num=9, loss/train=0.333, alignment/train=0.106, uniformity/train=-3.45, contrastive_acc/train=0.977, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 64%|██████▍ | 299/469 [00:28<00:16, 10.49it/s, v_num=9, loss/train=0.275, alignment/train=0.0934, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 64%|██████▍ | 300/469 [00:28<00:16, 10.50it/s, v_num=9, loss/train=0.275, alignment/train=0.0934, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 64%|██████▍ | 300/469 [00:28<00:16, 10.50it/s, v_num=9, loss/train=0.346, alignment/train=0.114, uniformity/train=-3.46, contrastive_acc/train=0.984, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 64%|██████▍ | 301/469 [00:28<00:15, 10.51it/s, v_num=9, loss/train=0.346, alignment/train=0.114, uniformity/train=-3.46, contrastive_acc/train=0.984, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 64%|██████▍ | 301/469 [00:28<00:15, 10.51it/s, v_num=9, loss/train=0.263, alignment/train=0.0961, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 64%|██████▍ | 302/469 [00:28<00:15, 10.51it/s, v_num=9, loss/train=0.263, alignment/train=0.0961, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 64%|██████▍ | 302/469 [00:28<00:15, 10.51it/s, v_num=9, loss/train=0.251, alignment/train=0.0958, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 65%|██████▍ | 303/469 [00:28<00:15, 10.52it/s, v_num=9, loss/train=0.251, alignment/train=0.0958, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 65%|██████▍ | 303/469 [00:28<00:15, 10.52it/s, v_num=9, loss/train=0.318, alignment/train=0.112, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 65%|██████▍ | 304/469 [00:28<00:15, 10.54it/s, v_num=9, loss/train=0.318, alignment/train=0.112, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 65%|██████▍ | 304/469 [00:28<00:15, 10.54it/s, v_num=9, loss/train=0.315, alignment/train=0.101, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 65%|██████▌ | 305/469 [00:29<00:15, 10.51it/s, v_num=9, loss/train=0.315, alignment/train=0.101, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 65%|██████▌ | 305/469 [00:29<00:15, 10.51it/s, v_num=9, loss/train=0.260, alignment/train=0.0872, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 65%|██████▌ | 306/469 [00:29<00:15, 10.51it/s, v_num=9, loss/train=0.260, alignment/train=0.0872, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 65%|██████▌ | 306/469 [00:29<00:15, 10.51it/s, v_num=9, loss/train=0.322, alignment/train=0.111, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 65%|██████▌ | 307/469 [00:29<00:15, 10.52it/s, v_num=9, loss/train=0.322, alignment/train=0.111, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 65%|██████▌ | 307/469 [00:29<00:15, 10.52it/s, v_num=9, loss/train=0.306, alignment/train=0.0729, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 66%|██████▌ | 308/469 [00:29<00:15, 10.53it/s, v_num=9, loss/train=0.306, alignment/train=0.0729, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 66%|██████▌ | 308/469 [00:29<00:15, 10.53it/s, v_num=9, loss/train=0.229, alignment/train=0.083, uniformity/train=-3.51, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 66%|██████▌ | 309/469 [00:29<00:15, 10.54it/s, v_num=9, loss/train=0.229, alignment/train=0.083, uniformity/train=-3.51, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 66%|██████▌ | 309/469 [00:29<00:15, 10.54it/s, v_num=9, loss/train=0.309, alignment/train=0.0804, uniformity/train=-3.41, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 66%|██████▌ | 310/469 [00:29<00:15, 10.55it/s, v_num=9, loss/train=0.309, alignment/train=0.0804, uniformity/train=-3.41, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 66%|██████▌ | 310/469 [00:29<00:15, 10.55it/s, v_num=9, loss/train=0.269, alignment/train=0.0895, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 66%|██████▋ | 311/469 [00:29<00:14, 10.56it/s, v_num=9, loss/train=0.269, alignment/train=0.0895, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 66%|██████▋ | 311/469 [00:29<00:14, 10.56it/s, v_num=9, loss/train=0.343, alignment/train=0.104, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 67%|██████▋ | 312/469 [00:29<00:14, 10.56it/s, v_num=9, loss/train=0.343, alignment/train=0.104, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 67%|██████▋ | 312/469 [00:29<00:14, 10.56it/s, v_num=9, loss/train=0.271, alignment/train=0.0873, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 67%|██████▋ | 313/469 [00:29<00:14, 10.50it/s, v_num=9, loss/train=0.271, alignment/train=0.0873, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 67%|██████▋ | 313/469 [00:29<00:14, 10.50it/s, v_num=9, loss/train=0.246, alignment/train=0.0807, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 67%|██████▋ | 314/469 [00:29<00:14, 10.51it/s, v_num=9, loss/train=0.246, alignment/train=0.0807, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 67%|██████▋ | 314/469 [00:29<00:14, 10.51it/s, v_num=9, loss/train=0.293, alignment/train=0.0904, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 67%|██████▋ | 315/469 [00:29<00:14, 10.53it/s, v_num=9, loss/train=0.293, alignment/train=0.0904, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 67%|██████▋ | 315/469 [00:29<00:14, 10.52it/s, v_num=9, loss/train=0.287, alignment/train=0.0986, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 67%|██████▋ | 316/469 [00:30<00:14, 10.52it/s, v_num=9, loss/train=0.287, alignment/train=0.0986, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 67%|██████▋ | 316/469 [00:30<00:14, 10.52it/s, v_num=9, loss/train=0.275, alignment/train=0.102, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 68%|██████▊ | 317/469 [00:30<00:14, 10.52it/s, v_num=9, loss/train=0.275, alignment/train=0.102, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 68%|██████▊ | 317/469 [00:30<00:14, 10.52it/s, v_num=9, loss/train=0.272, alignment/train=0.103, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 68%|██████▊ | 318/469 [00:30<00:14, 10.52it/s, v_num=9, loss/train=0.272, alignment/train=0.103, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 68%|██████▊ | 318/469 [00:30<00:14, 10.52it/s, v_num=9, loss/train=0.255, alignment/train=0.0803, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 68%|██████▊ | 319/469 [00:30<00:14, 10.54it/s, v_num=9, loss/train=0.255, alignment/train=0.0803, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 68%|██████▊ | 319/469 [00:30<00:14, 10.54it/s, v_num=9, loss/train=0.302, alignment/train=0.0959, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 68%|██████▊ | 320/469 [00:30<00:14, 10.53it/s, v_num=9, loss/train=0.302, alignment/train=0.0959, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 68%|██████▊ | 320/469 [00:30<00:14, 10.53it/s, v_num=9, loss/train=0.269, alignment/train=0.0908, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 68%|██████▊ | 321/469 [00:30<00:14, 10.52it/s, v_num=9, loss/train=0.269, alignment/train=0.0908, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 68%|██████▊ | 321/469 [00:30<00:14, 10.52it/s, v_num=9, loss/train=0.256, alignment/train=0.0817, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 69%|██████▊ | 322/469 [00:30<00:13, 10.53it/s, v_num=9, loss/train=0.256, alignment/train=0.0817, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 69%|██████▊ | 322/469 [00:30<00:13, 10.53it/s, v_num=9, loss/train=0.322, alignment/train=0.0992, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 69%|██████▉ | 323/469 [00:30<00:13, 10.54it/s, v_num=9, loss/train=0.322, alignment/train=0.0992, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 69%|██████▉ | 323/469 [00:30<00:13, 10.53it/s, v_num=9, loss/train=0.311, alignment/train=0.0942, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 69%|██████▉ | 324/469 [00:30<00:13, 10.54it/s, v_num=9, loss/train=0.311, alignment/train=0.0942, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 69%|██████▉ | 324/469 [00:30<00:13, 10.54it/s, v_num=9, loss/train=0.308, alignment/train=0.0823, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 69%|██████▉ | 325/469 [00:30<00:13, 10.55it/s, v_num=9, loss/train=0.308, alignment/train=0.0823, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 69%|██████▉ | 325/469 [00:30<00:13, 10.55it/s, v_num=9, loss/train=0.313, alignment/train=0.0938, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 70%|██████▉ | 326/469 [00:30<00:13, 10.56it/s, v_num=9, loss/train=0.313, alignment/train=0.0938, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 70%|██████▉ | 326/469 [00:30<00:13, 10.56it/s, v_num=9, loss/train=0.307, alignment/train=0.0968, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 70%|██████▉ | 327/469 [00:30<00:13, 10.56it/s, v_num=9, loss/train=0.307, alignment/train=0.0968, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 70%|██████▉ | 327/469 [00:30<00:13, 10.56it/s, v_num=9, loss/train=0.310, alignment/train=0.0822, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 70%|██████▉ | 328/469 [00:31<00:13, 10.57it/s, v_num=9, loss/train=0.310, alignment/train=0.0822, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 70%|██████▉ | 328/469 [00:31<00:13, 10.57it/s, v_num=9, loss/train=0.253, alignment/train=0.0886, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 70%|███████ | 329/469 [00:31<00:13, 10.56it/s, v_num=9, loss/train=0.253, alignment/train=0.0886, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 70%|███████ | 329/469 [00:31<00:13, 10.56it/s, v_num=9, loss/train=0.301, alignment/train=0.0857, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 70%|███████ | 330/469 [00:31<00:13, 10.56it/s, v_num=9, loss/train=0.301, alignment/train=0.0857, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 70%|███████ | 330/469 [00:31<00:13, 10.56it/s, v_num=9, loss/train=0.277, alignment/train=0.087, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 71%|███████ | 331/469 [00:31<00:13, 10.57it/s, v_num=9, loss/train=0.277, alignment/train=0.087, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 71%|███████ | 331/469 [00:31<00:13, 10.57it/s, v_num=9, loss/train=0.288, alignment/train=0.0885, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 71%|███████ | 332/469 [00:31<00:12, 10.56it/s, v_num=9, loss/train=0.288, alignment/train=0.0885, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 71%|███████ | 332/469 [00:31<00:12, 10.56it/s, v_num=9, loss/train=0.261, alignment/train=0.0855, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 71%|███████ | 333/469 [00:31<00:12, 10.56it/s, v_num=9, loss/train=0.261, alignment/train=0.0855, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 71%|███████ | 333/469 [00:31<00:12, 10.56it/s, v_num=9, loss/train=0.267, alignment/train=0.0823, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 71%|███████ | 334/469 [00:31<00:12, 10.57it/s, v_num=9, loss/train=0.267, alignment/train=0.0823, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 71%|███████ | 334/469 [00:31<00:12, 10.57it/s, v_num=9, loss/train=0.329, alignment/train=0.103, uniformity/train=-3.44, contrastive_acc/train=0.980, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 71%|███████▏ | 335/469 [00:31<00:12, 10.56it/s, v_num=9, loss/train=0.329, alignment/train=0.103, uniformity/train=-3.44, contrastive_acc/train=0.980, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 71%|███████▏ | 335/469 [00:31<00:12, 10.56it/s, v_num=9, loss/train=0.252, alignment/train=0.0907, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 72%|███████▏ | 336/469 [00:31<00:12, 10.57it/s, v_num=9, loss/train=0.252, alignment/train=0.0907, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 72%|███████▏ | 336/469 [00:31<00:12, 10.57it/s, v_num=9, loss/train=0.278, alignment/train=0.0969, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 72%|███████▏ | 337/469 [00:31<00:12, 10.57it/s, v_num=9, loss/train=0.278, alignment/train=0.0969, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 72%|███████▏ | 337/469 [00:31<00:12, 10.57it/s, v_num=9, loss/train=0.240, alignment/train=0.0834, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 72%|███████▏ | 338/469 [00:31<00:12, 10.57it/s, v_num=9, loss/train=0.240, alignment/train=0.0834, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 72%|███████▏ | 338/469 [00:31<00:12, 10.57it/s, v_num=9, loss/train=0.283, alignment/train=0.0939, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 72%|███████▏ | 339/469 [00:32<00:12, 10.57it/s, v_num=9, loss/train=0.283, alignment/train=0.0939, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 72%|███████▏ | 339/469 [00:32<00:12, 10.57it/s, v_num=9, loss/train=0.312, alignment/train=0.0934, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 72%|███████▏ | 340/469 [00:32<00:12, 10.57it/s, v_num=9, loss/train=0.312, alignment/train=0.0934, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 72%|███████▏ | 340/469 [00:32<00:12, 10.57it/s, v_num=9, loss/train=0.309, alignment/train=0.0885, uniformity/train=-3.42, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 73%|███████▎ | 341/469 [00:32<00:12, 10.58it/s, v_num=9, loss/train=0.309, alignment/train=0.0885, uniformity/train=-3.42, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 73%|███████▎ | 341/469 [00:32<00:12, 10.58it/s, v_num=9, loss/train=0.289, alignment/train=0.0908, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 73%|███████▎ | 342/469 [00:32<00:12, 10.58it/s, v_num=9, loss/train=0.289, alignment/train=0.0908, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 73%|███████▎ | 342/469 [00:32<00:12, 10.58it/s, v_num=9, loss/train=0.272, alignment/train=0.0856, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 73%|███████▎ | 343/469 [00:32<00:11, 10.59it/s, v_num=9, loss/train=0.272, alignment/train=0.0856, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 73%|███████▎ | 343/469 [00:32<00:11, 10.59it/s, v_num=9, loss/train=0.293, alignment/train=0.0979, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 73%|███████▎ | 344/469 [00:32<00:11, 10.58it/s, v_num=9, loss/train=0.293, alignment/train=0.0979, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 73%|███████▎ | 344/469 [00:32<00:11, 10.58it/s, v_num=9, loss/train=0.307, alignment/train=0.0977, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 74%|███████▎ | 345/469 [00:32<00:11, 10.59it/s, v_num=9, loss/train=0.307, alignment/train=0.0977, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 74%|███████▎ | 345/469 [00:32<00:11, 10.59it/s, v_num=9, loss/train=0.349, alignment/train=0.107, uniformity/train=-3.44, contrastive_acc/train=0.984, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 74%|███████▍ | 346/469 [00:32<00:11, 10.60it/s, v_num=9, loss/train=0.349, alignment/train=0.107, uniformity/train=-3.44, contrastive_acc/train=0.984, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 74%|███████▍ | 346/469 [00:32<00:11, 10.60it/s, v_num=9, loss/train=0.279, alignment/train=0.0939, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 74%|███████▍ | 347/469 [00:32<00:11, 10.60it/s, v_num=9, loss/train=0.279, alignment/train=0.0939, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 74%|███████▍ | 347/469 [00:32<00:11, 10.60it/s, v_num=9, loss/train=0.253, alignment/train=0.0972, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 74%|███████▍ | 348/469 [00:32<00:11, 10.59it/s, v_num=9, loss/train=0.253, alignment/train=0.0972, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 74%|███████▍ | 348/469 [00:32<00:11, 10.59it/s, v_num=9, loss/train=0.278, alignment/train=0.0942, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 74%|███████▍ | 349/469 [00:32<00:11, 10.59it/s, v_num=9, loss/train=0.278, alignment/train=0.0942, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 74%|███████▍ | 349/469 [00:32<00:11, 10.59it/s, v_num=9, loss/train=0.271, alignment/train=0.0955, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 75%|███████▍ | 350/469 [00:33<00:11, 10.60it/s, v_num=9, loss/train=0.271, alignment/train=0.0955, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 75%|███████▍ | 350/469 [00:33<00:11, 10.60it/s, v_num=9, loss/train=0.280, alignment/train=0.0903, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 75%|███████▍ | 351/469 [00:33<00:11, 10.60it/s, v_num=9, loss/train=0.280, alignment/train=0.0903, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 75%|███████▍ | 351/469 [00:33<00:11, 10.60it/s, v_num=9, loss/train=0.267, alignment/train=0.0932, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 75%|███████▌ | 352/469 [00:33<00:11, 10.61it/s, v_num=9, loss/train=0.267, alignment/train=0.0932, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 75%|███████▌ | 352/469 [00:33<00:11, 10.61it/s, v_num=9, loss/train=0.303, alignment/train=0.0918, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 75%|███████▌ | 353/469 [00:33<00:10, 10.62it/s, v_num=9, loss/train=0.303, alignment/train=0.0918, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 75%|███████▌ | 353/469 [00:33<00:10, 10.62it/s, v_num=9, loss/train=0.306, alignment/train=0.0998, uniformity/train=-3.49, contrastive_acc/train=0.980, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 75%|███████▌ | 354/469 [00:33<00:10, 10.60it/s, v_num=9, loss/train=0.306, alignment/train=0.0998, uniformity/train=-3.49, contrastive_acc/train=0.980, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 75%|███████▌ | 354/469 [00:33<00:10, 10.60it/s, v_num=9, loss/train=0.277, alignment/train=0.0982, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 76%|███████▌ | 355/469 [00:33<00:10, 10.60it/s, v_num=9, loss/train=0.277, alignment/train=0.0982, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 76%|███████▌ | 355/469 [00:33<00:10, 10.60it/s, v_num=9, loss/train=0.350, alignment/train=0.0927, uniformity/train=-3.36, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 76%|███████▌ | 356/469 [00:33<00:10, 10.60it/s, v_num=9, loss/train=0.350, alignment/train=0.0927, uniformity/train=-3.36, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 76%|███████▌ | 356/469 [00:33<00:10, 10.60it/s, v_num=9, loss/train=0.257, alignment/train=0.105, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 76%|███████▌ | 357/469 [00:33<00:10, 10.60it/s, v_num=9, loss/train=0.257, alignment/train=0.105, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 76%|███████▌ | 357/469 [00:33<00:10, 10.60it/s, v_num=9, loss/train=0.286, alignment/train=0.0961, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 76%|███████▋ | 358/469 [00:33<00:10, 10.60it/s, v_num=9, loss/train=0.286, alignment/train=0.0961, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 76%|███████▋ | 358/469 [00:33<00:10, 10.60it/s, v_num=9, loss/train=0.304, alignment/train=0.092, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 77%|███████▋ | 359/469 [00:33<00:10, 10.61it/s, v_num=9, loss/train=0.304, alignment/train=0.092, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 77%|███████▋ | 359/469 [00:33<00:10, 10.61it/s, v_num=9, loss/train=0.253, alignment/train=0.0864, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 77%|███████▋ | 360/469 [00:33<00:10, 10.61it/s, v_num=9, loss/train=0.253, alignment/train=0.0864, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 77%|███████▋ | 360/469 [00:33<00:10, 10.61it/s, v_num=9, loss/train=0.339, alignment/train=0.093, uniformity/train=-3.42, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 77%|███████▋ | 361/469 [00:34<00:10, 10.60it/s, v_num=9, loss/train=0.339, alignment/train=0.093, uniformity/train=-3.42, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 77%|███████▋ | 361/469 [00:34<00:10, 10.60it/s, v_num=9, loss/train=0.307, alignment/train=0.0858, uniformity/train=-3.44, contrastive_acc/train=0.984, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 77%|███████▋ | 362/469 [00:34<00:10, 10.61it/s, v_num=9, loss/train=0.307, alignment/train=0.0858, uniformity/train=-3.44, contrastive_acc/train=0.984, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 77%|███████▋ | 362/469 [00:34<00:10, 10.61it/s, v_num=9, loss/train=0.282, alignment/train=0.0865, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 77%|███████▋ | 363/469 [00:34<00:09, 10.61it/s, v_num=9, loss/train=0.282, alignment/train=0.0865, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 77%|███████▋ | 363/469 [00:34<00:09, 10.61it/s, v_num=9, loss/train=0.272, alignment/train=0.106, uniformity/train=-3.49, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 78%|███████▊ | 364/469 [00:34<00:09, 10.63it/s, v_num=9, loss/train=0.272, alignment/train=0.106, uniformity/train=-3.49, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 78%|███████▊ | 364/469 [00:34<00:09, 10.63it/s, v_num=9, loss/train=0.307, alignment/train=0.103, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 78%|███████▊ | 365/469 [00:34<00:09, 10.62it/s, v_num=9, loss/train=0.307, alignment/train=0.103, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 78%|███████▊ | 365/469 [00:34<00:09, 10.62it/s, v_num=9, loss/train=0.335, alignment/train=0.0985, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 78%|███████▊ | 366/469 [00:34<00:09, 10.62it/s, v_num=9, loss/train=0.335, alignment/train=0.0985, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 78%|███████▊ | 366/469 [00:34<00:09, 10.62it/s, v_num=9, loss/train=0.248, alignment/train=0.0927, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 78%|███████▊ | 367/469 [00:34<00:09, 10.62it/s, v_num=9, loss/train=0.248, alignment/train=0.0927, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 78%|███████▊ | 367/469 [00:34<00:09, 10.62it/s, v_num=9, loss/train=0.268, alignment/train=0.082, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 78%|███████▊ | 368/469 [00:34<00:09, 10.62it/s, v_num=9, loss/train=0.268, alignment/train=0.082, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 78%|███████▊ | 368/469 [00:34<00:09, 10.62it/s, v_num=9, loss/train=0.238, alignment/train=0.0839, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 79%|███████▊ | 369/469 [00:34<00:09, 10.61it/s, v_num=9, loss/train=0.238, alignment/train=0.0839, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 79%|███████▊ | 369/469 [00:34<00:09, 10.61it/s, v_num=9, loss/train=0.305, alignment/train=0.0819, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 79%|███████▉ | 370/469 [00:34<00:09, 10.62it/s, v_num=9, loss/train=0.305, alignment/train=0.0819, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 79%|███████▉ | 370/469 [00:34<00:09, 10.62it/s, v_num=9, loss/train=0.305, alignment/train=0.0924, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 79%|███████▉ | 371/469 [00:34<00:09, 10.63it/s, v_num=9, loss/train=0.305, alignment/train=0.0924, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 79%|███████▉ | 371/469 [00:34<00:09, 10.63it/s, v_num=9, loss/train=0.278, alignment/train=0.0903, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 79%|███████▉ | 372/469 [00:34<00:09, 10.64it/s, v_num=9, loss/train=0.278, alignment/train=0.0903, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 79%|███████▉ | 372/469 [00:34<00:09, 10.64it/s, v_num=9, loss/train=0.281, alignment/train=0.100, uniformity/train=-3.48, contrastive_acc/train=0.984, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 80%|███████▉ | 373/469 [00:35<00:09, 10.65it/s, v_num=9, loss/train=0.281, alignment/train=0.100, uniformity/train=-3.48, contrastive_acc/train=0.984, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 80%|███████▉ | 373/469 [00:35<00:09, 10.65it/s, v_num=9, loss/train=0.315, alignment/train=0.104, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 80%|███████▉ | 374/469 [00:35<00:08, 10.63it/s, v_num=9, loss/train=0.315, alignment/train=0.104, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 80%|███████▉ | 374/469 [00:35<00:08, 10.63it/s, v_num=9, loss/train=0.272, alignment/train=0.0784, uniformity/train=-3.48, contrastive_acc/train=0.984, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 80%|███████▉ | 375/469 [00:35<00:08, 10.63it/s, v_num=9, loss/train=0.272, alignment/train=0.0784, uniformity/train=-3.48, contrastive_acc/train=0.984, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 80%|███████▉ | 375/469 [00:35<00:08, 10.63it/s, v_num=9, loss/train=0.251, alignment/train=0.108, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 80%|████████ | 376/469 [00:35<00:08, 10.64it/s, v_num=9, loss/train=0.251, alignment/train=0.108, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 80%|████████ | 376/469 [00:35<00:08, 10.64it/s, v_num=9, loss/train=0.281, alignment/train=0.0884, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 80%|████████ | 377/469 [00:35<00:08, 10.64it/s, v_num=9, loss/train=0.281, alignment/train=0.0884, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 80%|████████ | 377/469 [00:35<00:08, 10.64it/s, v_num=9, loss/train=0.265, alignment/train=0.0912, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 81%|████████ | 378/469 [00:35<00:08, 10.64it/s, v_num=9, loss/train=0.265, alignment/train=0.0912, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 81%|████████ | 378/469 [00:35<00:08, 10.64it/s, v_num=9, loss/train=0.271, alignment/train=0.0937, uniformity/train=-3.50, contrastive_acc/train=0.984, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 81%|████████ | 379/469 [00:35<00:08, 10.65it/s, v_num=9, loss/train=0.271, alignment/train=0.0937, uniformity/train=-3.50, contrastive_acc/train=0.984, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 81%|████████ | 379/469 [00:35<00:08, 10.65it/s, v_num=9, loss/train=0.278, alignment/train=0.101, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 81%|████████ | 380/469 [00:35<00:08, 10.64it/s, v_num=9, loss/train=0.278, alignment/train=0.101, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 81%|████████ | 380/469 [00:35<00:08, 10.64it/s, v_num=9, loss/train=0.328, alignment/train=0.0898, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 81%|████████ | 381/469 [00:35<00:08, 10.64it/s, v_num=9, loss/train=0.328, alignment/train=0.0898, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 81%|████████ | 381/469 [00:35<00:08, 10.64it/s, v_num=9, loss/train=0.287, alignment/train=0.0942, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 81%|████████▏ | 382/469 [00:35<00:08, 10.65it/s, v_num=9, loss/train=0.287, alignment/train=0.0942, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 81%|████████▏ | 382/469 [00:35<00:08, 10.65it/s, v_num=9, loss/train=0.301, alignment/train=0.100, uniformity/train=-3.45, contrastive_acc/train=0.984, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 82%|████████▏ | 383/469 [00:35<00:08, 10.64it/s, v_num=9, loss/train=0.301, alignment/train=0.100, uniformity/train=-3.45, contrastive_acc/train=0.984, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 82%|████████▏ | 383/469 [00:35<00:08, 10.64it/s, v_num=9, loss/train=0.301, alignment/train=0.0902, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 82%|████████▏ | 384/469 [00:36<00:07, 10.65it/s, v_num=9, loss/train=0.301, alignment/train=0.0902, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 82%|████████▏ | 384/469 [00:36<00:07, 10.65it/s, v_num=9, loss/train=0.328, alignment/train=0.100, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 82%|████████▏ | 385/469 [00:36<00:07, 10.65it/s, v_num=9, loss/train=0.328, alignment/train=0.100, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 82%|████████▏ | 385/469 [00:36<00:07, 10.65it/s, v_num=9, loss/train=0.278, alignment/train=0.0921, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 82%|████████▏ | 386/469 [00:36<00:07, 10.65it/s, v_num=9, loss/train=0.278, alignment/train=0.0921, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 82%|████████▏ | 386/469 [00:36<00:07, 10.65it/s, v_num=9, loss/train=0.238, alignment/train=0.0895, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 83%|████████▎ | 387/469 [00:36<00:07, 10.65it/s, v_num=9, loss/train=0.238, alignment/train=0.0895, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 83%|████████▎ | 387/469 [00:36<00:07, 10.65it/s, v_num=9, loss/train=0.351, alignment/train=0.0976, uniformity/train=-3.38, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 83%|████████▎ | 388/469 [00:36<00:07, 10.65it/s, v_num=9, loss/train=0.351, alignment/train=0.0976, uniformity/train=-3.38, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 83%|████████▎ | 388/469 [00:36<00:07, 10.65it/s, v_num=9, loss/train=0.262, alignment/train=0.0839, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 83%|████████▎ | 389/469 [00:36<00:07, 10.65it/s, v_num=9, loss/train=0.262, alignment/train=0.0839, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 83%|████████▎ | 389/469 [00:36<00:07, 10.65it/s, v_num=9, loss/train=0.316, alignment/train=0.104, uniformity/train=-3.45, contrastive_acc/train=0.984, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 83%|████████▎ | 390/469 [00:36<00:07, 10.65it/s, v_num=9, loss/train=0.316, alignment/train=0.104, uniformity/train=-3.45, contrastive_acc/train=0.984, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 83%|████████▎ | 390/469 [00:36<00:07, 10.65it/s, v_num=9, loss/train=0.336, alignment/train=0.102, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 83%|████████▎ | 391/469 [00:36<00:07, 10.66it/s, v_num=9, loss/train=0.336, alignment/train=0.102, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 83%|████████▎ | 391/469 [00:36<00:07, 10.66it/s, v_num=9, loss/train=0.308, alignment/train=0.101, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 84%|████████▎ | 392/469 [00:36<00:07, 10.67it/s, v_num=9, loss/train=0.308, alignment/train=0.101, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 84%|████████▎ | 392/469 [00:36<00:07, 10.67it/s, v_num=9, loss/train=0.280, alignment/train=0.103, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 84%|████████▍ | 393/469 [00:36<00:07, 10.68it/s, v_num=9, loss/train=0.280, alignment/train=0.103, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 84%|████████▍ | 393/469 [00:36<00:07, 10.68it/s, v_num=9, loss/train=0.292, alignment/train=0.0882, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 84%|████████▍ | 394/469 [00:37<00:07, 10.65it/s, v_num=9, loss/train=0.292, alignment/train=0.0882, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 84%|████████▍ | 394/469 [00:37<00:07, 10.64it/s, v_num=9, loss/train=0.251, alignment/train=0.0964, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 84%|████████▍ | 395/469 [00:37<00:06, 10.65it/s, v_num=9, loss/train=0.251, alignment/train=0.0964, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 84%|████████▍ | 395/469 [00:37<00:06, 10.65it/s, v_num=9, loss/train=0.313, alignment/train=0.086, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 84%|████████▍ | 396/469 [00:37<00:06, 10.66it/s, v_num=9, loss/train=0.313, alignment/train=0.086, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 84%|████████▍ | 396/469 [00:37<00:06, 10.66it/s, v_num=9, loss/train=0.390, alignment/train=0.105, uniformity/train=-3.37, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 85%|████████▍ | 397/469 [00:37<00:06, 10.66it/s, v_num=9, loss/train=0.390, alignment/train=0.105, uniformity/train=-3.37, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 85%|████████▍ | 397/469 [00:37<00:06, 10.66it/s, v_num=9, loss/train=0.270, alignment/train=0.0883, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 85%|████████▍ | 398/469 [00:37<00:06, 10.66it/s, v_num=9, loss/train=0.270, alignment/train=0.0883, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 85%|████████▍ | 398/469 [00:37<00:06, 10.66it/s, v_num=9, loss/train=0.366, alignment/train=0.0967, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 85%|████████▌ | 399/469 [00:37<00:06, 10.67it/s, v_num=9, loss/train=0.366, alignment/train=0.0967, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 85%|████████▌ | 399/469 [00:37<00:06, 10.67it/s, v_num=9, loss/train=0.265, alignment/train=0.0925, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 85%|████████▌ | 400/469 [00:37<00:06, 10.67it/s, v_num=9, loss/train=0.265, alignment/train=0.0925, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 85%|████████▌ | 400/469 [00:37<00:06, 10.67it/s, v_num=9, loss/train=0.324, alignment/train=0.0923, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 86%|████████▌ | 401/469 [00:37<00:06, 10.68it/s, v_num=9, loss/train=0.324, alignment/train=0.0923, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 86%|████████▌ | 401/469 [00:37<00:06, 10.68it/s, v_num=9, loss/train=0.270, alignment/train=0.0891, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 86%|████████▌ | 402/469 [00:37<00:06, 10.67it/s, v_num=9, loss/train=0.270, alignment/train=0.0891, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 86%|████████▌ | 402/469 [00:37<00:06, 10.67it/s, v_num=9, loss/train=0.250, alignment/train=0.092, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 86%|████████▌ | 403/469 [00:37<00:06, 10.67it/s, v_num=9, loss/train=0.250, alignment/train=0.092, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 86%|████████▌ | 403/469 [00:37<00:06, 10.67it/s, v_num=9, loss/train=0.293, alignment/train=0.0936, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 86%|████████▌ | 404/469 [00:37<00:06, 10.67it/s, v_num=9, loss/train=0.293, alignment/train=0.0936, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 86%|████████▌ | 404/469 [00:37<00:06, 10.67it/s, v_num=9, loss/train=0.273, alignment/train=0.0883, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 86%|████████▋ | 405/469 [00:37<00:05, 10.68it/s, v_num=9, loss/train=0.273, alignment/train=0.0883, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 86%|████████▋ | 405/469 [00:37<00:05, 10.68it/s, v_num=9, loss/train=0.271, alignment/train=0.0954, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 87%|████████▋ | 406/469 [00:38<00:05, 10.68it/s, v_num=9, loss/train=0.271, alignment/train=0.0954, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 87%|████████▋ | 406/469 [00:38<00:05, 10.68it/s, v_num=9, loss/train=0.313, alignment/train=0.0797, uniformity/train=-3.38, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 87%|████████▋ | 407/469 [00:38<00:05, 10.67it/s, v_num=9, loss/train=0.313, alignment/train=0.0797, uniformity/train=-3.38, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 87%|████████▋ | 407/469 [00:38<00:05, 10.67it/s, v_num=9, loss/train=0.305, alignment/train=0.108, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 87%|████████▋ | 408/469 [00:38<00:05, 10.66it/s, v_num=9, loss/train=0.305, alignment/train=0.108, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 87%|████████▋ | 408/469 [00:38<00:05, 10.66it/s, v_num=9, loss/train=0.264, alignment/train=0.0927, uniformity/train=-3.49, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 87%|████████▋ | 409/469 [00:38<00:05, 10.67it/s, v_num=9, loss/train=0.264, alignment/train=0.0927, uniformity/train=-3.49, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 87%|████████▋ | 409/469 [00:38<00:05, 10.67it/s, v_num=9, loss/train=0.308, alignment/train=0.108, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 87%|████████▋ | 410/469 [00:38<00:05, 10.68it/s, v_num=9, loss/train=0.308, alignment/train=0.108, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 87%|████████▋ | 410/469 [00:38<00:05, 10.68it/s, v_num=9, loss/train=0.307, alignment/train=0.0965, uniformity/train=-3.42, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 88%|████████▊ | 411/469 [00:38<00:05, 10.67it/s, v_num=9, loss/train=0.307, alignment/train=0.0965, uniformity/train=-3.42, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 88%|████████▊ | 411/469 [00:38<00:05, 10.67it/s, v_num=9, loss/train=0.341, alignment/train=0.098, uniformity/train=-3.44, contrastive_acc/train=0.977, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 88%|████████▊ | 412/469 [00:38<00:05, 10.68it/s, v_num=9, loss/train=0.341, alignment/train=0.098, uniformity/train=-3.44, contrastive_acc/train=0.977, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 88%|████████▊ | 412/469 [00:38<00:05, 10.68it/s, v_num=9, loss/train=0.278, alignment/train=0.0748, uniformity/train=-3.40, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 88%|████████▊ | 413/469 [00:38<00:05, 10.69it/s, v_num=9, loss/train=0.278, alignment/train=0.0748, uniformity/train=-3.40, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 88%|████████▊ | 413/469 [00:38<00:05, 10.69it/s, v_num=9, loss/train=0.288, alignment/train=0.0954, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 88%|████████▊ | 414/469 [00:38<00:05, 10.65it/s, v_num=9, loss/train=0.288, alignment/train=0.0954, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 88%|████████▊ | 414/469 [00:38<00:05, 10.65it/s, v_num=9, loss/train=0.267, alignment/train=0.0841, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 88%|████████▊ | 415/469 [00:38<00:05, 10.66it/s, v_num=9, loss/train=0.267, alignment/train=0.0841, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 88%|████████▊ | 415/469 [00:38<00:05, 10.66it/s, v_num=9, loss/train=0.332, alignment/train=0.107, uniformity/train=-3.48, contrastive_acc/train=0.977, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 89%|████████▊ | 416/469 [00:38<00:04, 10.67it/s, v_num=9, loss/train=0.332, alignment/train=0.107, uniformity/train=-3.48, contrastive_acc/train=0.977, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 89%|████████▊ | 416/469 [00:38<00:04, 10.67it/s, v_num=9, loss/train=0.427, alignment/train=0.108, uniformity/train=-3.43, contrastive_acc/train=0.977, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 89%|████████▉ | 417/469 [00:39<00:04, 10.67it/s, v_num=9, loss/train=0.427, alignment/train=0.108, uniformity/train=-3.43, contrastive_acc/train=0.977, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 89%|████████▉ | 417/469 [00:39<00:04, 10.67it/s, v_num=9, loss/train=0.241, alignment/train=0.0872, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 89%|████████▉ | 418/469 [00:39<00:04, 10.66it/s, v_num=9, loss/train=0.241, alignment/train=0.0872, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 89%|████████▉ | 418/469 [00:39<00:04, 10.66it/s, v_num=9, loss/train=0.282, alignment/train=0.104, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 89%|████████▉ | 419/469 [00:39<00:04, 10.67it/s, v_num=9, loss/train=0.282, alignment/train=0.104, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 89%|████████▉ | 419/469 [00:39<00:04, 10.67it/s, v_num=9, loss/train=0.272, alignment/train=0.0919, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 90%|████████▉ | 420/469 [00:39<00:04, 10.68it/s, v_num=9, loss/train=0.272, alignment/train=0.0919, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 90%|████████▉ | 420/469 [00:39<00:04, 10.68it/s, v_num=9, loss/train=0.317, alignment/train=0.104, uniformity/train=-3.47, contrastive_acc/train=0.980, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 90%|████████▉ | 421/469 [00:39<00:04, 10.67it/s, v_num=9, loss/train=0.317, alignment/train=0.104, uniformity/train=-3.47, contrastive_acc/train=0.980, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 90%|████████▉ | 421/469 [00:39<00:04, 10.67it/s, v_num=9, loss/train=0.257, alignment/train=0.0967, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 90%|████████▉ | 422/469 [00:39<00:04, 10.67it/s, v_num=9, loss/train=0.257, alignment/train=0.0967, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 90%|████████▉ | 422/469 [00:39<00:04, 10.67it/s, v_num=9, loss/train=0.284, alignment/train=0.101, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 90%|█████████ | 423/469 [00:39<00:04, 10.67it/s, v_num=9, loss/train=0.284, alignment/train=0.101, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 90%|█████████ | 423/469 [00:39<00:04, 10.67it/s, v_num=9, loss/train=0.279, alignment/train=0.0921, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 90%|█████████ | 424/469 [00:39<00:04, 10.68it/s, v_num=9, loss/train=0.279, alignment/train=0.0921, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 90%|█████████ | 424/469 [00:39<00:04, 10.68it/s, v_num=9, loss/train=0.309, alignment/train=0.0893, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 91%|█████████ | 425/469 [00:39<00:04, 10.69it/s, v_num=9, loss/train=0.309, alignment/train=0.0893, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 91%|█████████ | 425/469 [00:39<00:04, 10.69it/s, v_num=9, loss/train=0.252, alignment/train=0.0906, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 91%|█████████ | 426/469 [00:39<00:04, 10.69it/s, v_num=9, loss/train=0.252, alignment/train=0.0906, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 91%|█████████ | 426/469 [00:39<00:04, 10.69it/s, v_num=9, loss/train=0.275, alignment/train=0.097, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 91%|█████████ | 427/469 [00:40<00:03, 10.67it/s, v_num=9, loss/train=0.275, alignment/train=0.097, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 91%|█████████ | 427/469 [00:40<00:03, 10.67it/s, v_num=9, loss/train=0.316, alignment/train=0.0872, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 91%|█████████▏| 428/469 [00:40<00:03, 10.68it/s, v_num=9, loss/train=0.316, alignment/train=0.0872, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 91%|█████████▏| 428/469 [00:40<00:03, 10.68it/s, v_num=9, loss/train=0.298, alignment/train=0.086, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 91%|█████████▏| 429/469 [00:40<00:03, 10.68it/s, v_num=9, loss/train=0.298, alignment/train=0.086, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 91%|█████████▏| 429/469 [00:40<00:03, 10.68it/s, v_num=9, loss/train=0.315, alignment/train=0.0853, uniformity/train=-3.41, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 92%|█████████▏| 430/469 [00:40<00:03, 10.69it/s, v_num=9, loss/train=0.315, alignment/train=0.0853, uniformity/train=-3.41, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 92%|█████████▏| 430/469 [00:40<00:03, 10.69it/s, v_num=9, loss/train=0.284, alignment/train=0.0877, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 92%|█████████▏| 431/469 [00:40<00:03, 10.70it/s, v_num=9, loss/train=0.284, alignment/train=0.0877, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 92%|█████████▏| 431/469 [00:40<00:03, 10.70it/s, v_num=9, loss/train=0.275, alignment/train=0.0866, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 92%|█████████▏| 432/469 [00:40<00:03, 10.68it/s, v_num=9, loss/train=0.275, alignment/train=0.0866, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 92%|█████████▏| 432/469 [00:40<00:03, 10.68it/s, v_num=9, loss/train=0.380, alignment/train=0.116, uniformity/train=-3.45, contrastive_acc/train=0.965, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 92%|█████████▏| 433/469 [00:40<00:03, 10.68it/s, v_num=9, loss/train=0.380, alignment/train=0.116, uniformity/train=-3.45, contrastive_acc/train=0.965, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 92%|█████████▏| 433/469 [00:40<00:03, 10.68it/s, v_num=9, loss/train=0.293, alignment/train=0.081, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 93%|█████████▎| 434/469 [00:40<00:03, 10.69it/s, v_num=9, loss/train=0.293, alignment/train=0.081, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 93%|█████████▎| 434/469 [00:40<00:03, 10.69it/s, v_num=9, loss/train=0.327, alignment/train=0.0942, uniformity/train=-3.40, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 93%|█████████▎| 435/469 [00:40<00:03, 10.69it/s, v_num=9, loss/train=0.327, alignment/train=0.0942, uniformity/train=-3.40, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 93%|█████████▎| 435/469 [00:40<00:03, 10.69it/s, v_num=9, loss/train=0.311, alignment/train=0.0975, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 93%|█████████▎| 436/469 [00:40<00:03, 10.69it/s, v_num=9, loss/train=0.311, alignment/train=0.0975, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 93%|█████████▎| 436/469 [00:40<00:03, 10.69it/s, v_num=9, loss/train=0.331, alignment/train=0.0979, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 93%|█████████▎| 437/469 [00:40<00:02, 10.69it/s, v_num=9, loss/train=0.331, alignment/train=0.0979, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 93%|█████████▎| 437/469 [00:40<00:02, 10.69it/s, v_num=9, loss/train=0.293, alignment/train=0.0912, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 93%|█████████▎| 438/469 [00:40<00:02, 10.69it/s, v_num=9, loss/train=0.293, alignment/train=0.0912, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 93%|█████████▎| 438/469 [00:40<00:02, 10.69it/s, v_num=9, loss/train=0.292, alignment/train=0.0906, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 94%|█████████▎| 439/469 [00:41<00:02, 10.70it/s, v_num=9, loss/train=0.292, alignment/train=0.0906, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 94%|█████████▎| 439/469 [00:41<00:02, 10.70it/s, v_num=9, loss/train=0.291, alignment/train=0.0892, uniformity/train=-3.48, contrastive_acc/train=0.984, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 94%|█████████▍| 440/469 [00:41<00:02, 10.71it/s, v_num=9, loss/train=0.291, alignment/train=0.0892, uniformity/train=-3.48, contrastive_acc/train=0.984, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 94%|█████████▍| 440/469 [00:41<00:02, 10.71it/s, v_num=9, loss/train=0.241, alignment/train=0.0842, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 94%|█████████▍| 441/469 [00:41<00:02, 10.71it/s, v_num=9, loss/train=0.241, alignment/train=0.0842, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 94%|█████████▍| 441/469 [00:41<00:02, 10.71it/s, v_num=9, loss/train=0.314, alignment/train=0.0829, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 94%|█████████▍| 442/469 [00:41<00:02, 10.69it/s, v_num=9, loss/train=0.314, alignment/train=0.0829, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 94%|█████████▍| 442/469 [00:41<00:02, 10.69it/s, v_num=9, loss/train=0.307, alignment/train=0.0966, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 94%|█████████▍| 443/469 [00:41<00:02, 10.70it/s, v_num=9, loss/train=0.307, alignment/train=0.0966, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 94%|█████████▍| 443/469 [00:41<00:02, 10.70it/s, v_num=9, loss/train=0.274, alignment/train=0.0874, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 95%|█████████▍| 444/469 [00:41<00:02, 10.71it/s, v_num=9, loss/train=0.274, alignment/train=0.0874, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 95%|█████████▍| 444/469 [00:41<00:02, 10.71it/s, v_num=9, loss/train=0.282, alignment/train=0.0922, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 95%|█████████▍| 445/469 [00:41<00:02, 10.72it/s, v_num=9, loss/train=0.282, alignment/train=0.0922, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 95%|█████████▍| 445/469 [00:41<00:02, 10.72it/s, v_num=9, loss/train=0.305, alignment/train=0.0937, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 95%|█████████▌| 446/469 [00:41<00:02, 10.71it/s, v_num=9, loss/train=0.305, alignment/train=0.0937, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 95%|█████████▌| 446/469 [00:41<00:02, 10.71it/s, v_num=9, loss/train=0.283, alignment/train=0.0846, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 95%|█████████▌| 447/469 [00:41<00:02, 10.71it/s, v_num=9, loss/train=0.283, alignment/train=0.0846, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 95%|█████████▌| 447/469 [00:41<00:02, 10.71it/s, v_num=9, loss/train=0.261, alignment/train=0.069, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 96%|█████████▌| 448/469 [00:41<00:01, 10.72it/s, v_num=9, loss/train=0.261, alignment/train=0.069, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 96%|█████████▌| 448/469 [00:41<00:01, 10.72it/s, v_num=9, loss/train=0.275, alignment/train=0.101, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 96%|█████████▌| 449/469 [00:41<00:01, 10.72it/s, v_num=9, loss/train=0.275, alignment/train=0.101, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 96%|█████████▌| 449/469 [00:41<00:01, 10.72it/s, v_num=9, loss/train=0.272, alignment/train=0.092, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 96%|█████████▌| 450/469 [00:41<00:01, 10.73it/s, v_num=9, loss/train=0.272, alignment/train=0.092, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 96%|█████████▌| 450/469 [00:41<00:01, 10.73it/s, v_num=9, loss/train=0.291, alignment/train=0.0894, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 96%|█████████▌| 451/469 [00:42<00:01, 10.74it/s, v_num=9, loss/train=0.291, alignment/train=0.0894, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 96%|█████████▌| 451/469 [00:42<00:01, 10.74it/s, v_num=9, loss/train=0.236, alignment/train=0.0912, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 96%|█████████▋| 452/469 [00:42<00:01, 10.75it/s, v_num=9, loss/train=0.236, alignment/train=0.0912, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 96%|█████████▋| 452/469 [00:42<00:01, 10.75it/s, v_num=9, loss/train=0.277, alignment/train=0.104, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 97%|█████████▋| 453/469 [00:42<00:01, 10.76it/s, v_num=9, loss/train=0.277, alignment/train=0.104, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 97%|█████████▋| 453/469 [00:42<00:01, 10.76it/s, v_num=9, loss/train=0.226, alignment/train=0.0762, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 97%|█████████▋| 454/469 [00:42<00:01, 10.77it/s, v_num=9, loss/train=0.226, alignment/train=0.0762, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 97%|█████████▋| 454/469 [00:42<00:01, 10.77it/s, v_num=9, loss/train=0.253, alignment/train=0.0848, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 97%|█████████▋| 455/469 [00:42<00:01, 10.79it/s, v_num=9, loss/train=0.253, alignment/train=0.0848, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 97%|█████████▋| 455/469 [00:42<00:01, 10.79it/s, v_num=9, loss/train=0.282, alignment/train=0.0982, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 97%|█████████▋| 456/469 [00:42<00:01, 10.80it/s, v_num=9, loss/train=0.282, alignment/train=0.0982, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 97%|█████████▋| 456/469 [00:42<00:01, 10.80it/s, v_num=9, loss/train=0.327, alignment/train=0.0887, uniformity/train=-3.45, contrastive_acc/train=0.984, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 97%|█████████▋| 457/469 [00:42<00:01, 10.82it/s, v_num=9, loss/train=0.327, alignment/train=0.0887, uniformity/train=-3.45, contrastive_acc/train=0.984, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 97%|█████████▋| 457/469 [00:42<00:01, 10.82it/s, v_num=9, loss/train=0.291, alignment/train=0.0969, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 98%|█████████▊| 458/469 [00:42<00:01, 10.83it/s, v_num=9, loss/train=0.291, alignment/train=0.0969, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 98%|█████████▊| 458/469 [00:42<00:01, 10.83it/s, v_num=9, loss/train=0.279, alignment/train=0.096, uniformity/train=-3.45, contrastive_acc/train=0.984, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 98%|█████████▊| 459/469 [00:42<00:00, 10.85it/s, v_num=9, loss/train=0.279, alignment/train=0.096, uniformity/train=-3.45, contrastive_acc/train=0.984, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 98%|█████████▊| 459/469 [00:42<00:00, 10.85it/s, v_num=9, loss/train=0.284, alignment/train=0.0754, uniformity/train=-3.42, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 98%|█████████▊| 460/469 [00:42<00:00, 10.86it/s, v_num=9, loss/train=0.284, alignment/train=0.0754, uniformity/train=-3.42, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 98%|█████████▊| 460/469 [00:42<00:00, 10.86it/s, v_num=9, loss/train=0.319, alignment/train=0.111, uniformity/train=-3.49, contrastive_acc/train=0.984, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 98%|█████████▊| 461/469 [00:42<00:00, 10.87it/s, v_num=9, loss/train=0.319, alignment/train=0.111, uniformity/train=-3.49, contrastive_acc/train=0.984, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 98%|█████████▊| 461/469 [00:42<00:00, 10.87it/s, v_num=9, loss/train=0.276, alignment/train=0.101, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 99%|█████████▊| 462/469 [00:42<00:00, 10.89it/s, v_num=9, loss/train=0.276, alignment/train=0.101, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 99%|█████████▊| 462/469 [00:42<00:00, 10.89it/s, v_num=9, loss/train=0.309, alignment/train=0.0919, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 99%|█████████▊| 463/469 [00:42<00:00, 10.90it/s, v_num=9, loss/train=0.309, alignment/train=0.0919, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 99%|█████████▊| 463/469 [00:42<00:00, 10.90it/s, v_num=9, loss/train=0.278, alignment/train=0.0911, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 99%|█████████▉| 464/469 [00:42<00:00, 10.92it/s, v_num=9, loss/train=0.278, alignment/train=0.0911, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 99%|█████████▉| 464/469 [00:42<00:00, 10.92it/s, v_num=9, loss/train=0.295, alignment/train=0.0915, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 99%|█████████▉| 465/469 [00:42<00:00, 10.93it/s, v_num=9, loss/train=0.295, alignment/train=0.0915, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 99%|█████████▉| 465/469 [00:42<00:00, 10.93it/s, v_num=9, loss/train=0.321, alignment/train=0.100, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 99%|█████████▉| 466/469 [00:42<00:00, 10.95it/s, v_num=9, loss/train=0.321, alignment/train=0.100, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 99%|█████████▉| 466/469 [00:42<00:00, 10.94it/s, v_num=9, loss/train=0.264, alignment/train=0.0975, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 100%|█████████▉| 467/469 [00:42<00:00, 10.96it/s, v_num=9, loss/train=0.264, alignment/train=0.0975, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 100%|█████████▉| 467/469 [00:42<00:00, 10.96it/s, v_num=9, loss/train=0.303, alignment/train=0.088, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 100%|█████████▉| 468/469 [00:42<00:00, 10.97it/s, v_num=9, loss/train=0.303, alignment/train=0.088, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 100%|█████████▉| 468/469 [00:42<00:00, 10.97it/s, v_num=9, loss/train=0.266, alignment/train=0.109, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 100%|██████████| 469/469 [00:42<00:00, 10.98it/s, v_num=9, loss/train=0.266, alignment/train=0.109, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 100%|██████████| 469/469 [00:42<00:00, 10.98it/s, v_num=9, loss/train=0.256, alignment/train=0.098, uniformity/train=-3.39, contrastive_acc/train=0.995, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
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Epoch 6: 100%|██████████| 469/469 [00:48<00:00, 9.63it/s, v_num=9, loss/train=0.256, alignment/train=0.098, uniformity/train=-3.39, contrastive_acc/train=0.995, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 100%|██████████| 469/469 [00:48<00:00, 9.63it/s, v_num=9, loss/train=0.256, alignment/train=0.098, uniformity/train=-3.39, contrastive_acc/train=0.995, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 0%| | 0/469 [00:00<?, ?it/s, v_num=9, loss/train=0.256, alignment/train=0.098, uniformity/train=-3.39, contrastive_acc/train=0.995, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 0%| | 0/469 [00:00<?, ?it/s, v_num=9, loss/train=0.256, alignment/train=0.098, uniformity/train=-3.39, contrastive_acc/train=0.995, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 0%| | 1/469 [00:01<12:25, 0.63it/s, v_num=9, loss/train=0.256, alignment/train=0.098, uniformity/train=-3.39, contrastive_acc/train=0.995, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 0%| | 1/469 [00:01<12:25, 0.63it/s, v_num=9, loss/train=0.263, alignment/train=0.108, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 0%| | 2/469 [00:01<06:53, 1.13it/s, v_num=9, loss/train=0.263, alignment/train=0.108, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 0%| | 2/469 [00:01<06:53, 1.13it/s, v_num=9, loss/train=0.306, alignment/train=0.0955, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 1%| | 3/469 [00:01<04:55, 1.58it/s, v_num=9, loss/train=0.306, alignment/train=0.0955, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 1%| | 3/469 [00:01<04:55, 1.58it/s, v_num=9, loss/train=0.250, alignment/train=0.0889, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 1%| | 4/469 [00:01<03:47, 2.04it/s, v_num=9, loss/train=0.250, alignment/train=0.0889, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 1%| | 4/469 [00:01<03:47, 2.04it/s, v_num=9, loss/train=0.306, alignment/train=0.105, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 1%| | 5/469 [00:02<03:08, 2.46it/s, v_num=9, loss/train=0.306, alignment/train=0.105, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 1%| | 5/469 [00:02<03:08, 2.46it/s, v_num=9, loss/train=0.242, alignment/train=0.0932, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 1%|▏ | 6/469 [00:02<02:43, 2.82it/s, v_num=9, loss/train=0.242, alignment/train=0.0932, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 1%|▏ | 6/469 [00:02<02:44, 2.82it/s, v_num=9, loss/train=0.315, alignment/train=0.0997, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 1%|▏ | 7/469 [00:02<02:25, 3.17it/s, v_num=9, loss/train=0.315, alignment/train=0.0997, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 1%|▏ | 7/469 [00:02<02:25, 3.17it/s, v_num=9, loss/train=0.287, alignment/train=0.0925, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 2%|▏ | 8/469 [00:02<02:12, 3.48it/s, v_num=9, loss/train=0.287, alignment/train=0.0925, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 2%|▏ | 8/469 [00:02<02:12, 3.48it/s, v_num=9, loss/train=0.282, alignment/train=0.0855, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 2%|▏ | 9/469 [00:02<02:01, 3.78it/s, v_num=9, loss/train=0.282, alignment/train=0.0855, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 2%|▏ | 9/469 [00:02<02:01, 3.78it/s, v_num=9, loss/train=0.291, alignment/train=0.0995, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 2%|▏ | 10/469 [00:02<01:51, 4.11it/s, v_num=9, loss/train=0.291, alignment/train=0.0995, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 2%|▏ | 10/469 [00:02<01:51, 4.10it/s, v_num=9, loss/train=0.281, alignment/train=0.0999, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 2%|▏ | 11/469 [00:02<01:45, 4.34it/s, v_num=9, loss/train=0.281, alignment/train=0.0999, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 2%|▏ | 11/469 [00:02<01:45, 4.33it/s, v_num=9, loss/train=0.266, alignment/train=0.095, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 3%|▎ | 12/469 [00:02<01:40, 4.56it/s, v_num=9, loss/train=0.266, alignment/train=0.095, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 3%|▎ | 12/469 [00:02<01:40, 4.56it/s, v_num=9, loss/train=0.301, alignment/train=0.0888, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 3%|▎ | 13/469 [00:02<01:36, 4.74it/s, v_num=9, loss/train=0.301, alignment/train=0.0888, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 3%|▎ | 13/469 [00:02<01:36, 4.73it/s, v_num=9, loss/train=0.319, alignment/train=0.092, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 3%|▎ | 14/469 [00:02<01:31, 4.95it/s, v_num=9, loss/train=0.319, alignment/train=0.092, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 3%|▎ | 14/469 [00:02<01:31, 4.95it/s, v_num=9, loss/train=0.260, alignment/train=0.0861, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 3%|▎ | 15/469 [00:02<01:29, 5.10it/s, v_num=9, loss/train=0.260, alignment/train=0.0861, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 3%|▎ | 15/469 [00:02<01:29, 5.10it/s, v_num=9, loss/train=0.284, alignment/train=0.110, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 3%|▎ | 16/469 [00:03<01:25, 5.29it/s, v_num=9, loss/train=0.284, alignment/train=0.110, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 3%|▎ | 16/469 [00:03<01:25, 5.29it/s, v_num=9, loss/train=0.289, alignment/train=0.0794, uniformity/train=-3.48, contrastive_acc/train=0.973, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 4%|▎ | 17/469 [00:03<01:22, 5.51it/s, v_num=9, loss/train=0.289, alignment/train=0.0794, uniformity/train=-3.48, contrastive_acc/train=0.973, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 4%|▎ | 17/469 [00:03<01:22, 5.51it/s, v_num=9, loss/train=0.323, alignment/train=0.112, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 4%|▍ | 18/469 [00:03<01:19, 5.65it/s, v_num=9, loss/train=0.323, alignment/train=0.112, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 4%|▍ | 18/469 [00:03<01:19, 5.65it/s, v_num=9, loss/train=0.324, alignment/train=0.094, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 4%|▍ | 19/469 [00:03<01:17, 5.82it/s, v_num=9, loss/train=0.324, alignment/train=0.094, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 4%|▍ | 19/469 [00:03<01:17, 5.82it/s, v_num=9, loss/train=0.240, alignment/train=0.0883, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 4%|▍ | 20/469 [00:03<01:14, 6.03it/s, v_num=9, loss/train=0.240, alignment/train=0.0883, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 4%|▍ | 20/469 [00:03<01:14, 6.02it/s, v_num=9, loss/train=0.243, alignment/train=0.0921, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 4%|▍ | 21/469 [00:03<01:12, 6.14it/s, v_num=9, loss/train=0.243, alignment/train=0.0921, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 4%|▍ | 21/469 [00:03<01:12, 6.14it/s, v_num=9, loss/train=0.285, alignment/train=0.0994, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 5%|▍ | 22/469 [00:03<01:11, 6.29it/s, v_num=9, loss/train=0.285, alignment/train=0.0994, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 5%|▍ | 22/469 [00:03<01:11, 6.28it/s, v_num=9, loss/train=0.283, alignment/train=0.0885, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 5%|▍ | 23/469 [00:03<01:10, 6.32it/s, v_num=9, loss/train=0.283, alignment/train=0.0885, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 5%|▍ | 23/469 [00:03<01:10, 6.32it/s, v_num=9, loss/train=0.292, alignment/train=0.0839, uniformity/train=-3.42, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 5%|▌ | 24/469 [00:03<01:08, 6.46it/s, v_num=9, loss/train=0.292, alignment/train=0.0839, uniformity/train=-3.42, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 5%|▌ | 24/469 [00:03<01:08, 6.46it/s, v_num=9, loss/train=0.258, alignment/train=0.0955, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 5%|▌ | 25/469 [00:03<01:06, 6.63it/s, v_num=9, loss/train=0.258, alignment/train=0.0955, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 5%|▌ | 25/469 [00:03<01:07, 6.63it/s, v_num=9, loss/train=0.287, alignment/train=0.0906, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 6%|▌ | 26/469 [00:03<01:06, 6.71it/s, v_num=9, loss/train=0.287, alignment/train=0.0906, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 6%|▌ | 26/469 [00:03<01:06, 6.70it/s, v_num=9, loss/train=0.244, alignment/train=0.0914, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 6%|▌ | 27/469 [00:03<01:05, 6.79it/s, v_num=9, loss/train=0.244, alignment/train=0.0914, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 6%|▌ | 27/469 [00:03<01:05, 6.79it/s, v_num=9, loss/train=0.279, alignment/train=0.0962, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 6%|▌ | 28/469 [00:04<01:04, 6.88it/s, v_num=9, loss/train=0.279, alignment/train=0.0962, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 6%|▌ | 28/469 [00:04<01:04, 6.88it/s, v_num=9, loss/train=0.307, alignment/train=0.108, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 6%|▌ | 29/469 [00:04<01:03, 6.96it/s, v_num=9, loss/train=0.307, alignment/train=0.108, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 6%|▌ | 29/469 [00:04<01:03, 6.96it/s, v_num=9, loss/train=0.286, alignment/train=0.0951, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 6%|▋ | 30/469 [00:04<01:01, 7.11it/s, v_num=9, loss/train=0.286, alignment/train=0.0951, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 6%|▋ | 30/469 [00:04<01:01, 7.11it/s, v_num=9, loss/train=0.293, alignment/train=0.0991, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 7%|▋ | 31/469 [00:04<01:00, 7.24it/s, v_num=9, loss/train=0.293, alignment/train=0.0991, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 7%|▋ | 31/469 [00:04<01:00, 7.24it/s, v_num=9, loss/train=0.239, alignment/train=0.0789, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 7%|▋ | 32/469 [00:04<00:59, 7.31it/s, v_num=9, loss/train=0.239, alignment/train=0.0789, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 7%|▋ | 32/469 [00:04<00:59, 7.31it/s, v_num=9, loss/train=0.289, alignment/train=0.0996, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 7%|▋ | 33/469 [00:04<00:59, 7.34it/s, v_num=9, loss/train=0.289, alignment/train=0.0996, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 7%|▋ | 33/469 [00:04<00:59, 7.33it/s, v_num=9, loss/train=0.315, alignment/train=0.0932, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 7%|▋ | 34/469 [00:04<00:58, 7.43it/s, v_num=9, loss/train=0.315, alignment/train=0.0932, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 7%|▋ | 34/469 [00:04<00:58, 7.43it/s, v_num=9, loss/train=0.299, alignment/train=0.0973, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 7%|▋ | 35/469 [00:04<00:57, 7.52it/s, v_num=9, loss/train=0.299, alignment/train=0.0973, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 7%|▋ | 35/469 [00:04<00:57, 7.52it/s, v_num=9, loss/train=0.291, alignment/train=0.0872, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 8%|▊ | 36/469 [00:04<00:56, 7.64it/s, v_num=9, loss/train=0.291, alignment/train=0.0872, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 8%|▊ | 36/469 [00:04<00:56, 7.64it/s, v_num=9, loss/train=0.265, alignment/train=0.0939, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 8%|▊ | 37/469 [00:04<00:56, 7.68it/s, v_num=9, loss/train=0.265, alignment/train=0.0939, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 8%|▊ | 37/469 [00:04<00:56, 7.68it/s, v_num=9, loss/train=0.274, alignment/train=0.0956, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 8%|▊ | 38/469 [00:04<00:56, 7.67it/s, v_num=9, loss/train=0.274, alignment/train=0.0956, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 8%|▊ | 38/469 [00:04<00:56, 7.67it/s, v_num=9, loss/train=0.356, alignment/train=0.102, uniformity/train=-3.41, contrastive_acc/train=0.980, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 8%|▊ | 39/469 [00:05<00:55, 7.72it/s, v_num=9, loss/train=0.356, alignment/train=0.102, uniformity/train=-3.41, contrastive_acc/train=0.980, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 8%|▊ | 39/469 [00:05<00:55, 7.72it/s, v_num=9, loss/train=0.324, alignment/train=0.108, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 9%|▊ | 40/469 [00:05<00:54, 7.83it/s, v_num=9, loss/train=0.324, alignment/train=0.108, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 9%|▊ | 40/469 [00:05<00:54, 7.83it/s, v_num=9, loss/train=0.263, alignment/train=0.0805, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 9%|▊ | 41/469 [00:05<00:54, 7.86it/s, v_num=9, loss/train=0.263, alignment/train=0.0805, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 9%|▊ | 41/469 [00:05<00:54, 7.86it/s, v_num=9, loss/train=0.297, alignment/train=0.0919, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 9%|▉ | 42/469 [00:05<00:54, 7.88it/s, v_num=9, loss/train=0.297, alignment/train=0.0919, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 9%|▉ | 42/469 [00:05<00:54, 7.88it/s, v_num=9, loss/train=0.276, alignment/train=0.0941, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 9%|▉ | 43/469 [00:05<00:53, 7.99it/s, v_num=9, loss/train=0.276, alignment/train=0.0941, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 9%|▉ | 43/469 [00:05<00:53, 7.99it/s, v_num=9, loss/train=0.246, alignment/train=0.0854, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 9%|▉ | 44/469 [00:05<00:53, 7.96it/s, v_num=9, loss/train=0.246, alignment/train=0.0854, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 9%|▉ | 44/469 [00:05<00:53, 7.96it/s, v_num=9, loss/train=0.279, alignment/train=0.0928, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 10%|▉ | 45/469 [00:05<00:52, 8.04it/s, v_num=9, loss/train=0.279, alignment/train=0.0928, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 10%|▉ | 45/469 [00:05<00:52, 8.04it/s, v_num=9, loss/train=0.244, alignment/train=0.0928, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 10%|▉ | 46/469 [00:05<00:51, 8.14it/s, v_num=9, loss/train=0.244, alignment/train=0.0928, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 10%|▉ | 46/469 [00:05<00:51, 8.14it/s, v_num=9, loss/train=0.248, alignment/train=0.0822, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 10%|█ | 47/469 [00:05<00:52, 8.10it/s, v_num=9, loss/train=0.248, alignment/train=0.0822, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 10%|█ | 47/469 [00:05<00:52, 8.10it/s, v_num=9, loss/train=0.279, alignment/train=0.0951, uniformity/train=-3.48, contrastive_acc/train=0.984, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 10%|█ | 48/469 [00:05<00:51, 8.19it/s, v_num=9, loss/train=0.279, alignment/train=0.0951, uniformity/train=-3.48, contrastive_acc/train=0.984, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 10%|█ | 48/469 [00:05<00:51, 8.19it/s, v_num=9, loss/train=0.269, alignment/train=0.0948, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 10%|█ | 49/469 [00:05<00:50, 8.28it/s, v_num=9, loss/train=0.269, alignment/train=0.0948, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 10%|█ | 49/469 [00:05<00:50, 8.28it/s, v_num=9, loss/train=0.262, alignment/train=0.0892, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 11%|█ | 50/469 [00:05<00:50, 8.37it/s, v_num=9, loss/train=0.262, alignment/train=0.0892, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 11%|█ | 50/469 [00:05<00:50, 8.37it/s, v_num=9, loss/train=0.317, alignment/train=0.0927, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 11%|█ | 51/469 [00:06<00:49, 8.45it/s, v_num=9, loss/train=0.317, alignment/train=0.0927, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 11%|█ | 51/469 [00:06<00:49, 8.45it/s, v_num=9, loss/train=0.263, alignment/train=0.0883, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 11%|█ | 52/469 [00:06<00:49, 8.37it/s, v_num=9, loss/train=0.263, alignment/train=0.0883, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 11%|█ | 52/469 [00:06<00:49, 8.37it/s, v_num=9, loss/train=0.305, alignment/train=0.102, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 11%|█▏ | 53/469 [00:06<00:49, 8.45it/s, v_num=9, loss/train=0.305, alignment/train=0.102, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 11%|█▏ | 53/469 [00:06<00:49, 8.45it/s, v_num=9, loss/train=0.262, alignment/train=0.0869, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 12%|█▏ | 54/469 [00:06<00:49, 8.42it/s, v_num=9, loss/train=0.262, alignment/train=0.0869, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 12%|█▏ | 54/469 [00:06<00:49, 8.42it/s, v_num=9, loss/train=0.348, alignment/train=0.0976, uniformity/train=-3.42, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 12%|█▏ | 55/469 [00:06<00:48, 8.49it/s, v_num=9, loss/train=0.348, alignment/train=0.0976, uniformity/train=-3.42, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 12%|█▏ | 55/469 [00:06<00:48, 8.48it/s, v_num=9, loss/train=0.230, alignment/train=0.0764, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 12%|█▏ | 56/469 [00:06<00:48, 8.52it/s, v_num=9, loss/train=0.230, alignment/train=0.0764, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 12%|█▏ | 56/469 [00:06<00:48, 8.52it/s, v_num=9, loss/train=0.305, alignment/train=0.0906, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 12%|█▏ | 57/469 [00:06<00:48, 8.55it/s, v_num=9, loss/train=0.305, alignment/train=0.0906, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 12%|█▏ | 57/469 [00:06<00:48, 8.55it/s, v_num=9, loss/train=0.250, alignment/train=0.0851, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 12%|█▏ | 58/469 [00:06<00:47, 8.60it/s, v_num=9, loss/train=0.250, alignment/train=0.0851, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 12%|█▏ | 58/469 [00:06<00:47, 8.60it/s, v_num=9, loss/train=0.260, alignment/train=0.0851, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 13%|█▎ | 59/469 [00:06<00:47, 8.66it/s, v_num=9, loss/train=0.260, alignment/train=0.0851, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 13%|█▎ | 59/469 [00:06<00:47, 8.66it/s, v_num=9, loss/train=0.315, alignment/train=0.0955, uniformity/train=-3.49, contrastive_acc/train=0.980, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 13%|█▎ | 60/469 [00:06<00:46, 8.73it/s, v_num=9, loss/train=0.315, alignment/train=0.0955, uniformity/train=-3.49, contrastive_acc/train=0.980, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 13%|█▎ | 60/469 [00:06<00:46, 8.73it/s, v_num=9, loss/train=0.322, alignment/train=0.109, uniformity/train=-3.49, contrastive_acc/train=0.988, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 13%|█▎ | 61/469 [00:07<00:46, 8.71it/s, v_num=9, loss/train=0.322, alignment/train=0.109, uniformity/train=-3.49, contrastive_acc/train=0.988, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 13%|█▎ | 61/469 [00:07<00:46, 8.71it/s, v_num=9, loss/train=0.261, alignment/train=0.0854, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 13%|█▎ | 62/469 [00:07<00:46, 8.70it/s, v_num=9, loss/train=0.261, alignment/train=0.0854, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 13%|█▎ | 62/469 [00:07<00:46, 8.70it/s, v_num=9, loss/train=0.282, alignment/train=0.0824, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 13%|█▎ | 63/469 [00:07<00:46, 8.76it/s, v_num=9, loss/train=0.282, alignment/train=0.0824, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 13%|█▎ | 63/469 [00:07<00:46, 8.76it/s, v_num=9, loss/train=0.263, alignment/train=0.0901, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 14%|█▎ | 64/469 [00:07<00:45, 8.82it/s, v_num=9, loss/train=0.263, alignment/train=0.0901, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 14%|█▎ | 64/469 [00:07<00:45, 8.82it/s, v_num=9, loss/train=0.332, alignment/train=0.0985, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 14%|█▍ | 65/469 [00:07<00:45, 8.87it/s, v_num=9, loss/train=0.332, alignment/train=0.0985, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 14%|█▍ | 65/469 [00:07<00:45, 8.87it/s, v_num=9, loss/train=0.252, alignment/train=0.0951, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 14%|█▍ | 66/469 [00:07<00:45, 8.88it/s, v_num=9, loss/train=0.252, alignment/train=0.0951, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 14%|█▍ | 66/469 [00:07<00:45, 8.88it/s, v_num=9, loss/train=0.281, alignment/train=0.0865, uniformity/train=-3.48, contrastive_acc/train=0.980, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 14%|█▍ | 67/469 [00:07<00:45, 8.89it/s, v_num=9, loss/train=0.281, alignment/train=0.0865, uniformity/train=-3.48, contrastive_acc/train=0.980, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 14%|█▍ | 67/469 [00:07<00:45, 8.89it/s, v_num=9, loss/train=0.274, alignment/train=0.087, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 14%|█▍ | 68/469 [00:07<00:44, 8.95it/s, v_num=9, loss/train=0.274, alignment/train=0.087, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 14%|█▍ | 68/469 [00:07<00:44, 8.95it/s, v_num=9, loss/train=0.286, alignment/train=0.0956, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 15%|█▍ | 69/469 [00:07<00:44, 8.90it/s, v_num=9, loss/train=0.286, alignment/train=0.0956, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 15%|█▍ | 69/469 [00:07<00:44, 8.90it/s, v_num=9, loss/train=0.250, alignment/train=0.0976, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 15%|█▍ | 70/469 [00:07<00:44, 8.96it/s, v_num=9, loss/train=0.250, alignment/train=0.0976, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 15%|█▍ | 70/469 [00:07<00:44, 8.96it/s, v_num=9, loss/train=0.283, alignment/train=0.0893, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 15%|█▌ | 71/469 [00:07<00:44, 9.02it/s, v_num=9, loss/train=0.283, alignment/train=0.0893, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 15%|█▌ | 71/469 [00:07<00:44, 9.02it/s, v_num=9, loss/train=0.293, alignment/train=0.0954, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 15%|█▌ | 72/469 [00:07<00:43, 9.03it/s, v_num=9, loss/train=0.293, alignment/train=0.0954, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 15%|█▌ | 72/469 [00:07<00:43, 9.03it/s, v_num=9, loss/train=0.274, alignment/train=0.0926, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 16%|█▌ | 73/469 [00:08<00:43, 9.09it/s, v_num=9, loss/train=0.274, alignment/train=0.0926, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 16%|█▌ | 73/469 [00:08<00:43, 9.08it/s, v_num=9, loss/train=0.326, alignment/train=0.0983, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 16%|█▌ | 74/469 [00:08<00:43, 9.06it/s, v_num=9, loss/train=0.326, alignment/train=0.0983, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 16%|█▌ | 74/469 [00:08<00:43, 9.06it/s, v_num=9, loss/train=0.288, alignment/train=0.103, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 16%|█▌ | 75/469 [00:08<00:43, 9.06it/s, v_num=9, loss/train=0.288, alignment/train=0.103, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 16%|█▌ | 75/469 [00:08<00:43, 9.06it/s, v_num=9, loss/train=0.295, alignment/train=0.105, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 16%|█▌ | 76/469 [00:08<00:43, 9.12it/s, v_num=9, loss/train=0.295, alignment/train=0.105, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 16%|█▌ | 76/469 [00:08<00:43, 9.12it/s, v_num=9, loss/train=0.284, alignment/train=0.0873, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 16%|█▋ | 77/469 [00:08<00:42, 9.14it/s, v_num=9, loss/train=0.284, alignment/train=0.0873, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 16%|█▋ | 77/469 [00:08<00:42, 9.14it/s, v_num=9, loss/train=0.291, alignment/train=0.103, uniformity/train=-3.47, contrastive_acc/train=0.980, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 17%|█▋ | 78/469 [00:08<00:42, 9.19it/s, v_num=9, loss/train=0.291, alignment/train=0.103, uniformity/train=-3.47, contrastive_acc/train=0.980, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 17%|█▋ | 78/469 [00:08<00:42, 9.19it/s, v_num=9, loss/train=0.321, alignment/train=0.104, uniformity/train=-3.47, contrastive_acc/train=0.984, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 17%|█▋ | 79/469 [00:08<00:42, 9.18it/s, v_num=9, loss/train=0.321, alignment/train=0.104, uniformity/train=-3.47, contrastive_acc/train=0.984, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 17%|█▋ | 79/469 [00:08<00:42, 9.18it/s, v_num=9, loss/train=0.291, alignment/train=0.0977, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 17%|█▋ | 80/469 [00:08<00:42, 9.24it/s, v_num=9, loss/train=0.291, alignment/train=0.0977, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 17%|█▋ | 80/469 [00:08<00:42, 9.24it/s, v_num=9, loss/train=0.270, alignment/train=0.0826, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 17%|█▋ | 81/469 [00:08<00:42, 9.23it/s, v_num=9, loss/train=0.270, alignment/train=0.0826, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 17%|█▋ | 81/469 [00:08<00:42, 9.23it/s, v_num=9, loss/train=0.286, alignment/train=0.0775, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 17%|█▋ | 82/469 [00:08<00:41, 9.24it/s, v_num=9, loss/train=0.286, alignment/train=0.0775, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 17%|█▋ | 82/469 [00:08<00:41, 9.24it/s, v_num=9, loss/train=0.251, alignment/train=0.0953, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 18%|█▊ | 83/469 [00:09<00:41, 9.20it/s, v_num=9, loss/train=0.251, alignment/train=0.0953, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 18%|█▊ | 83/469 [00:09<00:41, 9.20it/s, v_num=9, loss/train=0.257, alignment/train=0.100, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 18%|█▊ | 84/469 [00:09<00:41, 9.25it/s, v_num=9, loss/train=0.257, alignment/train=0.100, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 18%|█▊ | 84/469 [00:09<00:41, 9.25it/s, v_num=9, loss/train=0.234, alignment/train=0.0794, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 18%|█▊ | 85/469 [00:09<00:41, 9.30it/s, v_num=9, loss/train=0.234, alignment/train=0.0794, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 18%|█▊ | 85/469 [00:09<00:41, 9.30it/s, v_num=9, loss/train=0.263, alignment/train=0.0967, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 18%|█▊ | 86/469 [00:09<00:41, 9.33it/s, v_num=9, loss/train=0.263, alignment/train=0.0967, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 18%|█▊ | 86/469 [00:09<00:41, 9.33it/s, v_num=9, loss/train=0.283, alignment/train=0.0943, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 19%|█▊ | 87/469 [00:09<00:40, 9.32it/s, v_num=9, loss/train=0.283, alignment/train=0.0943, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 19%|█▊ | 87/469 [00:09<00:40, 9.32it/s, v_num=9, loss/train=0.245, alignment/train=0.0826, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 19%|█▉ | 88/469 [00:09<00:40, 9.35it/s, v_num=9, loss/train=0.245, alignment/train=0.0826, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 19%|█▉ | 88/469 [00:09<00:40, 9.35it/s, v_num=9, loss/train=0.242, alignment/train=0.0927, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 19%|█▉ | 89/469 [00:09<00:40, 9.39it/s, v_num=9, loss/train=0.242, alignment/train=0.0927, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 19%|█▉ | 89/469 [00:09<00:40, 9.39it/s, v_num=9, loss/train=0.304, alignment/train=0.0929, uniformity/train=-3.46, contrastive_acc/train=0.984, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 19%|█▉ | 90/469 [00:09<00:40, 9.43it/s, v_num=9, loss/train=0.304, alignment/train=0.0929, uniformity/train=-3.46, contrastive_acc/train=0.984, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 19%|█▉ | 90/469 [00:09<00:40, 9.43it/s, v_num=9, loss/train=0.271, alignment/train=0.0942, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 19%|█▉ | 91/469 [00:09<00:39, 9.45it/s, v_num=9, loss/train=0.271, alignment/train=0.0942, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 19%|█▉ | 91/469 [00:09<00:39, 9.45it/s, v_num=9, loss/train=0.284, alignment/train=0.0916, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 20%|█▉ | 92/469 [00:09<00:39, 9.45it/s, v_num=9, loss/train=0.284, alignment/train=0.0916, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 20%|█▉ | 92/469 [00:09<00:39, 9.45it/s, v_num=9, loss/train=0.309, alignment/train=0.105, uniformity/train=-3.46, contrastive_acc/train=0.984, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 20%|█▉ | 93/469 [00:09<00:39, 9.45it/s, v_num=9, loss/train=0.309, alignment/train=0.105, uniformity/train=-3.46, contrastive_acc/train=0.984, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 20%|█▉ | 93/469 [00:09<00:39, 9.45it/s, v_num=9, loss/train=0.284, alignment/train=0.102, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 20%|██ | 94/469 [00:09<00:39, 9.50it/s, v_num=9, loss/train=0.284, alignment/train=0.102, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 20%|██ | 94/469 [00:09<00:39, 9.50it/s, v_num=9, loss/train=0.303, alignment/train=0.0981, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 20%|██ | 95/469 [00:10<00:39, 9.45it/s, v_num=9, loss/train=0.303, alignment/train=0.0981, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 20%|██ | 95/469 [00:10<00:39, 9.45it/s, v_num=9, loss/train=0.261, alignment/train=0.0868, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 20%|██ | 96/469 [00:10<00:39, 9.48it/s, v_num=9, loss/train=0.261, alignment/train=0.0868, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 20%|██ | 96/469 [00:10<00:39, 9.48it/s, v_num=9, loss/train=0.288, alignment/train=0.0851, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 21%|██ | 97/469 [00:10<00:39, 9.50it/s, v_num=9, loss/train=0.288, alignment/train=0.0851, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 21%|██ | 97/469 [00:10<00:39, 9.50it/s, v_num=9, loss/train=0.276, alignment/train=0.0917, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 21%|██ | 98/469 [00:10<00:39, 9.48it/s, v_num=9, loss/train=0.276, alignment/train=0.0917, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 21%|██ | 98/469 [00:10<00:39, 9.48it/s, v_num=9, loss/train=0.268, alignment/train=0.0987, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 21%|██ | 99/469 [00:10<00:38, 9.51it/s, v_num=9, loss/train=0.268, alignment/train=0.0987, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 21%|██ | 99/469 [00:10<00:38, 9.51it/s, v_num=9, loss/train=0.235, alignment/train=0.103, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 21%|██▏ | 100/469 [00:10<00:38, 9.55it/s, v_num=9, loss/train=0.235, alignment/train=0.103, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 21%|██▏ | 100/469 [00:10<00:38, 9.55it/s, v_num=9, loss/train=0.253, alignment/train=0.0909, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 22%|██▏ | 101/469 [00:10<00:38, 9.56it/s, v_num=9, loss/train=0.253, alignment/train=0.0909, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 22%|██▏ | 101/469 [00:10<00:38, 9.56it/s, v_num=9, loss/train=0.298, alignment/train=0.0794, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 22%|██▏ | 102/469 [00:10<00:38, 9.58it/s, v_num=9, loss/train=0.298, alignment/train=0.0794, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 22%|██▏ | 102/469 [00:10<00:38, 9.58it/s, v_num=9, loss/train=0.278, alignment/train=0.0848, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 22%|██▏ | 103/469 [00:10<00:38, 9.56it/s, v_num=9, loss/train=0.278, alignment/train=0.0848, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 22%|██▏ | 103/469 [00:10<00:38, 9.56it/s, v_num=9, loss/train=0.312, alignment/train=0.0915, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 22%|██▏ | 104/469 [00:10<00:38, 9.60it/s, v_num=9, loss/train=0.312, alignment/train=0.0915, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 22%|██▏ | 104/469 [00:10<00:38, 9.60it/s, v_num=9, loss/train=0.226, alignment/train=0.0809, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 22%|██▏ | 105/469 [00:10<00:37, 9.62it/s, v_num=9, loss/train=0.226, alignment/train=0.0809, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 22%|██▏ | 105/469 [00:10<00:37, 9.62it/s, v_num=9, loss/train=0.299, alignment/train=0.0985, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 23%|██▎ | 106/469 [00:10<00:37, 9.65it/s, v_num=9, loss/train=0.299, alignment/train=0.0985, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 23%|██▎ | 106/469 [00:10<00:37, 9.65it/s, v_num=9, loss/train=0.274, alignment/train=0.0877, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 23%|██▎ | 107/469 [00:11<00:37, 9.63it/s, v_num=9, loss/train=0.274, alignment/train=0.0877, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 23%|██▎ | 107/469 [00:11<00:37, 9.63it/s, v_num=9, loss/train=0.292, alignment/train=0.0791, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 23%|██▎ | 108/469 [00:11<00:37, 9.61it/s, v_num=9, loss/train=0.292, alignment/train=0.0791, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 23%|██▎ | 108/469 [00:11<00:37, 9.61it/s, v_num=9, loss/train=0.248, alignment/train=0.0941, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 23%|██▎ | 109/469 [00:11<00:37, 9.65it/s, v_num=9, loss/train=0.248, alignment/train=0.0941, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 23%|██▎ | 109/469 [00:11<00:37, 9.65it/s, v_num=9, loss/train=0.286, alignment/train=0.0888, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 23%|██▎ | 110/469 [00:11<00:37, 9.69it/s, v_num=9, loss/train=0.286, alignment/train=0.0888, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 23%|██▎ | 110/469 [00:11<00:37, 9.69it/s, v_num=9, loss/train=0.277, alignment/train=0.102, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 24%|██▎ | 111/469 [00:11<00:36, 9.71it/s, v_num=9, loss/train=0.277, alignment/train=0.102, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 24%|██▎ | 111/469 [00:11<00:36, 9.71it/s, v_num=9, loss/train=0.275, alignment/train=0.0979, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 24%|██▍ | 112/469 [00:11<00:36, 9.69it/s, v_num=9, loss/train=0.275, alignment/train=0.0979, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 24%|██▍ | 112/469 [00:11<00:36, 9.69it/s, v_num=9, loss/train=0.285, alignment/train=0.0923, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 24%|██▍ | 113/469 [00:11<00:36, 9.69it/s, v_num=9, loss/train=0.285, alignment/train=0.0923, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 24%|██▍ | 113/469 [00:11<00:36, 9.69it/s, v_num=9, loss/train=0.218, alignment/train=0.0811, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 24%|██▍ | 114/469 [00:11<00:36, 9.73it/s, v_num=9, loss/train=0.218, alignment/train=0.0811, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 24%|██▍ | 114/469 [00:11<00:36, 9.73it/s, v_num=9, loss/train=0.246, alignment/train=0.0807, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 25%|██▍ | 115/469 [00:11<00:36, 9.73it/s, v_num=9, loss/train=0.246, alignment/train=0.0807, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 25%|██▍ | 115/469 [00:11<00:36, 9.73it/s, v_num=9, loss/train=0.319, alignment/train=0.0966, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 25%|██▍ | 116/469 [00:11<00:36, 9.75it/s, v_num=9, loss/train=0.319, alignment/train=0.0966, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 25%|██▍ | 116/469 [00:11<00:36, 9.75it/s, v_num=9, loss/train=0.301, alignment/train=0.0991, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 25%|██▍ | 117/469 [00:11<00:36, 9.76it/s, v_num=9, loss/train=0.301, alignment/train=0.0991, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 25%|██▍ | 117/469 [00:11<00:36, 9.76it/s, v_num=9, loss/train=0.282, alignment/train=0.0813, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 25%|██▌ | 118/469 [00:12<00:35, 9.79it/s, v_num=9, loss/train=0.282, alignment/train=0.0813, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 25%|██▌ | 118/469 [00:12<00:35, 9.79it/s, v_num=9, loss/train=0.253, alignment/train=0.0876, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 25%|██▌ | 119/469 [00:12<00:35, 9.83it/s, v_num=9, loss/train=0.253, alignment/train=0.0876, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 25%|██▌ | 119/469 [00:12<00:35, 9.83it/s, v_num=9, loss/train=0.297, alignment/train=0.0983, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 26%|██▌ | 120/469 [00:12<00:35, 9.80it/s, v_num=9, loss/train=0.297, alignment/train=0.0983, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 26%|██▌ | 120/469 [00:12<00:35, 9.80it/s, v_num=9, loss/train=0.275, alignment/train=0.0711, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 26%|██▌ | 121/469 [00:12<00:35, 9.81it/s, v_num=9, loss/train=0.275, alignment/train=0.0711, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 26%|██▌ | 121/469 [00:12<00:35, 9.81it/s, v_num=9, loss/train=0.244, alignment/train=0.0862, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 26%|██▌ | 122/469 [00:12<00:35, 9.85it/s, v_num=9, loss/train=0.244, alignment/train=0.0862, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 26%|██▌ | 122/469 [00:12<00:35, 9.85it/s, v_num=9, loss/train=0.274, alignment/train=0.083, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 26%|██▌ | 123/469 [00:12<00:35, 9.79it/s, v_num=9, loss/train=0.274, alignment/train=0.083, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 26%|██▌ | 123/469 [00:12<00:35, 9.78it/s, v_num=9, loss/train=0.315, alignment/train=0.106, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 26%|██▋ | 124/469 [00:12<00:35, 9.81it/s, v_num=9, loss/train=0.315, alignment/train=0.106, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 26%|██▋ | 124/469 [00:12<00:35, 9.80it/s, v_num=9, loss/train=0.243, alignment/train=0.0884, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 27%|██▋ | 125/469 [00:12<00:34, 9.84it/s, v_num=9, loss/train=0.243, alignment/train=0.0884, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 27%|██▋ | 125/469 [00:12<00:34, 9.84it/s, v_num=9, loss/train=0.265, alignment/train=0.0712, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 27%|██▋ | 126/469 [00:12<00:34, 9.82it/s, v_num=9, loss/train=0.265, alignment/train=0.0712, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 27%|██▋ | 126/469 [00:12<00:34, 9.81it/s, v_num=9, loss/train=0.322, alignment/train=0.0981, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 27%|██▋ | 127/469 [00:12<00:34, 9.83it/s, v_num=9, loss/train=0.322, alignment/train=0.0981, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 27%|██▋ | 127/469 [00:12<00:34, 9.83it/s, v_num=9, loss/train=0.268, alignment/train=0.0901, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 27%|██▋ | 128/469 [00:12<00:34, 9.86it/s, v_num=9, loss/train=0.268, alignment/train=0.0901, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 27%|██▋ | 128/469 [00:12<00:34, 9.86it/s, v_num=9, loss/train=0.282, alignment/train=0.0811, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 28%|██▊ | 129/469 [00:13<00:34, 9.85it/s, v_num=9, loss/train=0.282, alignment/train=0.0811, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 28%|██▊ | 129/469 [00:13<00:34, 9.84it/s, v_num=9, loss/train=0.259, alignment/train=0.0949, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 28%|██▊ | 130/469 [00:13<00:34, 9.85it/s, v_num=9, loss/train=0.259, alignment/train=0.0949, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 28%|██▊ | 130/469 [00:13<00:34, 9.85it/s, v_num=9, loss/train=0.323, alignment/train=0.0997, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 28%|██▊ | 131/469 [00:13<00:34, 9.87it/s, v_num=9, loss/train=0.323, alignment/train=0.0997, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 28%|██▊ | 131/469 [00:13<00:34, 9.87it/s, v_num=9, loss/train=0.294, alignment/train=0.101, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 28%|██▊ | 132/469 [00:13<00:34, 9.88it/s, v_num=9, loss/train=0.294, alignment/train=0.101, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 28%|██▊ | 132/469 [00:13<00:34, 9.88it/s, v_num=9, loss/train=0.284, alignment/train=0.0839, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 28%|██▊ | 133/469 [00:13<00:33, 9.89it/s, v_num=9, loss/train=0.284, alignment/train=0.0839, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 28%|██▊ | 133/469 [00:13<00:33, 9.89it/s, v_num=9, loss/train=0.233, alignment/train=0.0875, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 29%|██▊ | 134/469 [00:13<00:33, 9.92it/s, v_num=9, loss/train=0.233, alignment/train=0.0875, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 29%|██▊ | 134/469 [00:13<00:33, 9.92it/s, v_num=9, loss/train=0.270, alignment/train=0.0929, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 29%|██▉ | 135/469 [00:13<00:33, 9.95it/s, v_num=9, loss/train=0.270, alignment/train=0.0929, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 29%|██▉ | 135/469 [00:13<00:33, 9.95it/s, v_num=9, loss/train=0.277, alignment/train=0.0896, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 29%|██▉ | 136/469 [00:13<00:33, 9.94it/s, v_num=9, loss/train=0.277, alignment/train=0.0896, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 29%|██▉ | 136/469 [00:13<00:33, 9.94it/s, v_num=9, loss/train=0.295, alignment/train=0.094, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 29%|██▉ | 137/469 [00:13<00:33, 9.88it/s, v_num=9, loss/train=0.295, alignment/train=0.094, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 29%|██▉ | 137/469 [00:13<00:33, 9.88it/s, v_num=9, loss/train=0.229, alignment/train=0.0848, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 29%|██▉ | 138/469 [00:13<00:33, 9.87it/s, v_num=9, loss/train=0.229, alignment/train=0.0848, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 29%|██▉ | 138/469 [00:13<00:33, 9.87it/s, v_num=9, loss/train=0.273, alignment/train=0.0854, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 30%|██▉ | 139/469 [00:14<00:33, 9.90it/s, v_num=9, loss/train=0.273, alignment/train=0.0854, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 30%|██▉ | 139/469 [00:14<00:33, 9.90it/s, v_num=9, loss/train=0.271, alignment/train=0.0845, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 30%|██▉ | 140/469 [00:14<00:33, 9.90it/s, v_num=9, loss/train=0.271, alignment/train=0.0845, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 30%|██▉ | 140/469 [00:14<00:33, 9.90it/s, v_num=9, loss/train=0.315, alignment/train=0.105, uniformity/train=-3.44, contrastive_acc/train=0.984, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 30%|███ | 141/469 [00:14<00:33, 9.93it/s, v_num=9, loss/train=0.315, alignment/train=0.105, uniformity/train=-3.44, contrastive_acc/train=0.984, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 30%|███ | 141/469 [00:14<00:33, 9.92it/s, v_num=9, loss/train=0.287, alignment/train=0.0854, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 30%|███ | 142/469 [00:14<00:32, 9.93it/s, v_num=9, loss/train=0.287, alignment/train=0.0854, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 30%|███ | 142/469 [00:14<00:32, 9.93it/s, v_num=9, loss/train=0.272, alignment/train=0.101, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 30%|███ | 143/469 [00:14<00:32, 9.93it/s, v_num=9, loss/train=0.272, alignment/train=0.101, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 30%|███ | 143/469 [00:14<00:32, 9.93it/s, v_num=9, loss/train=0.266, alignment/train=0.0829, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 31%|███ | 144/469 [00:14<00:32, 9.95it/s, v_num=9, loss/train=0.266, alignment/train=0.0829, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 31%|███ | 144/469 [00:14<00:32, 9.95it/s, v_num=9, loss/train=0.313, alignment/train=0.0914, uniformity/train=-3.48, contrastive_acc/train=0.973, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 31%|███ | 145/469 [00:14<00:32, 9.95it/s, v_num=9, loss/train=0.313, alignment/train=0.0914, uniformity/train=-3.48, contrastive_acc/train=0.973, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 31%|███ | 145/469 [00:14<00:32, 9.95it/s, v_num=9, loss/train=0.271, alignment/train=0.0872, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 31%|███ | 146/469 [00:14<00:32, 9.94it/s, v_num=9, loss/train=0.271, alignment/train=0.0872, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 31%|███ | 146/469 [00:14<00:32, 9.94it/s, v_num=9, loss/train=0.283, alignment/train=0.0845, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 31%|███▏ | 147/469 [00:14<00:32, 9.95it/s, v_num=9, loss/train=0.283, alignment/train=0.0845, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 31%|███▏ | 147/469 [00:14<00:32, 9.95it/s, v_num=9, loss/train=0.316, alignment/train=0.102, uniformity/train=-3.49, contrastive_acc/train=0.984, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 32%|███▏ | 148/469 [00:14<00:32, 9.98it/s, v_num=9, loss/train=0.316, alignment/train=0.102, uniformity/train=-3.49, contrastive_acc/train=0.984, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 32%|███▏ | 148/469 [00:14<00:32, 9.98it/s, v_num=9, loss/train=0.323, alignment/train=0.117, uniformity/train=-3.50, contrastive_acc/train=0.980, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 32%|███▏ | 149/469 [00:14<00:32, 9.95it/s, v_num=9, loss/train=0.323, alignment/train=0.117, uniformity/train=-3.50, contrastive_acc/train=0.980, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 32%|███▏ | 149/469 [00:14<00:32, 9.95it/s, v_num=9, loss/train=0.231, alignment/train=0.0876, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 32%|███▏ | 150/469 [00:15<00:32, 9.96it/s, v_num=9, loss/train=0.231, alignment/train=0.0876, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 32%|███▏ | 150/469 [00:15<00:32, 9.96it/s, v_num=9, loss/train=0.315, alignment/train=0.102, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 32%|███▏ | 151/469 [00:15<00:31, 9.99it/s, v_num=9, loss/train=0.315, alignment/train=0.102, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 32%|███▏ | 151/469 [00:15<00:31, 9.99it/s, v_num=9, loss/train=0.287, alignment/train=0.0922, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 32%|███▏ | 152/469 [00:15<00:31, 10.01it/s, v_num=9, loss/train=0.287, alignment/train=0.0922, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 32%|███▏ | 152/469 [00:15<00:31, 10.01it/s, v_num=9, loss/train=0.259, alignment/train=0.0894, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 33%|███▎ | 153/469 [00:15<00:31, 9.98it/s, v_num=9, loss/train=0.259, alignment/train=0.0894, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 33%|███▎ | 153/469 [00:15<00:31, 9.98it/s, v_num=9, loss/train=0.253, alignment/train=0.0866, uniformity/train=-3.49, contrastive_acc/train=0.980, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 33%|███▎ | 154/469 [00:15<00:31, 9.99it/s, v_num=9, loss/train=0.253, alignment/train=0.0866, uniformity/train=-3.49, contrastive_acc/train=0.980, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 33%|███▎ | 154/469 [00:15<00:31, 9.99it/s, v_num=9, loss/train=0.331, alignment/train=0.113, uniformity/train=-3.46, contrastive_acc/train=0.984, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 33%|███▎ | 155/469 [00:15<00:31, 10.02it/s, v_num=9, loss/train=0.331, alignment/train=0.113, uniformity/train=-3.46, contrastive_acc/train=0.984, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 33%|███▎ | 155/469 [00:15<00:31, 10.01it/s, v_num=9, loss/train=0.266, alignment/train=0.107, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 33%|███▎ | 156/469 [00:15<00:31, 10.01it/s, v_num=9, loss/train=0.266, alignment/train=0.107, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 33%|███▎ | 156/469 [00:15<00:31, 10.01it/s, v_num=9, loss/train=0.265, alignment/train=0.113, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 33%|███▎ | 157/469 [00:15<00:31, 10.00it/s, v_num=9, loss/train=0.265, alignment/train=0.113, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 33%|███▎ | 157/469 [00:15<00:31, 10.00it/s, v_num=9, loss/train=0.234, alignment/train=0.0827, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 34%|███▎ | 158/469 [00:15<00:31, 10.02it/s, v_num=9, loss/train=0.234, alignment/train=0.0827, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 34%|███▎ | 158/469 [00:15<00:31, 10.02it/s, v_num=9, loss/train=0.251, alignment/train=0.0851, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 34%|███▍ | 159/469 [00:15<00:30, 10.05it/s, v_num=9, loss/train=0.251, alignment/train=0.0851, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 34%|███▍ | 159/469 [00:15<00:30, 10.05it/s, v_num=9, loss/train=0.299, alignment/train=0.0915, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 34%|███▍ | 160/469 [00:15<00:30, 10.07it/s, v_num=9, loss/train=0.299, alignment/train=0.0915, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 34%|███▍ | 160/469 [00:15<00:30, 10.07it/s, v_num=9, loss/train=0.293, alignment/train=0.0844, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 34%|███▍ | 161/469 [00:16<00:30, 10.05it/s, v_num=9, loss/train=0.293, alignment/train=0.0844, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 34%|███▍ | 161/469 [00:16<00:30, 10.05it/s, v_num=9, loss/train=0.266, alignment/train=0.0923, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 35%|███▍ | 162/469 [00:16<00:30, 10.05it/s, v_num=9, loss/train=0.266, alignment/train=0.0923, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 35%|███▍ | 162/469 [00:16<00:30, 10.05it/s, v_num=9, loss/train=0.288, alignment/train=0.0988, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 35%|███▍ | 163/469 [00:16<00:30, 10.03it/s, v_num=9, loss/train=0.288, alignment/train=0.0988, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 35%|███▍ | 163/469 [00:16<00:30, 10.03it/s, v_num=9, loss/train=0.269, alignment/train=0.094, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 35%|███▍ | 164/469 [00:16<00:30, 10.05it/s, v_num=9, loss/train=0.269, alignment/train=0.094, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 35%|███▍ | 164/469 [00:16<00:30, 10.05it/s, v_num=9, loss/train=0.271, alignment/train=0.0981, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 35%|███▌ | 165/469 [00:16<00:30, 10.06it/s, v_num=9, loss/train=0.271, alignment/train=0.0981, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 35%|███▌ | 165/469 [00:16<00:30, 10.06it/s, v_num=9, loss/train=0.244, alignment/train=0.0913, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 35%|███▌ | 166/469 [00:16<00:30, 10.06it/s, v_num=9, loss/train=0.244, alignment/train=0.0913, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 35%|███▌ | 166/469 [00:16<00:30, 10.06it/s, v_num=9, loss/train=0.337, alignment/train=0.0953, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 36%|███▌ | 167/469 [00:16<00:29, 10.09it/s, v_num=9, loss/train=0.337, alignment/train=0.0953, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 36%|███▌ | 167/469 [00:16<00:29, 10.09it/s, v_num=9, loss/train=0.308, alignment/train=0.091, uniformity/train=-3.45, contrastive_acc/train=0.984, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 36%|███▌ | 168/469 [00:16<00:29, 10.08it/s, v_num=9, loss/train=0.308, alignment/train=0.091, uniformity/train=-3.45, contrastive_acc/train=0.984, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 36%|███▌ | 168/469 [00:16<00:29, 10.08it/s, v_num=9, loss/train=0.305, alignment/train=0.0874, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 36%|███▌ | 169/469 [00:16<00:29, 10.08it/s, v_num=9, loss/train=0.305, alignment/train=0.0874, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 36%|███▌ | 169/469 [00:16<00:29, 10.08it/s, v_num=9, loss/train=0.328, alignment/train=0.0993, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 36%|███▌ | 170/469 [00:16<00:29, 10.09it/s, v_num=9, loss/train=0.328, alignment/train=0.0993, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 36%|███▌ | 170/469 [00:16<00:29, 10.09it/s, v_num=9, loss/train=0.259, alignment/train=0.083, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 36%|███▋ | 171/469 [00:16<00:29, 10.10it/s, v_num=9, loss/train=0.259, alignment/train=0.083, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 36%|███▋ | 171/469 [00:16<00:29, 10.10it/s, v_num=9, loss/train=0.265, alignment/train=0.104, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 37%|███▋ | 172/469 [00:17<00:29, 10.10it/s, v_num=9, loss/train=0.265, alignment/train=0.104, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 37%|███▋ | 172/469 [00:17<00:29, 10.10it/s, v_num=9, loss/train=0.250, alignment/train=0.102, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 37%|███▋ | 173/469 [00:17<00:29, 10.11it/s, v_num=9, loss/train=0.250, alignment/train=0.102, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 37%|███▋ | 173/469 [00:17<00:29, 10.10it/s, v_num=9, loss/train=0.298, alignment/train=0.0998, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 37%|███▋ | 174/469 [00:17<00:29, 10.13it/s, v_num=9, loss/train=0.298, alignment/train=0.0998, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 37%|███▋ | 174/469 [00:17<00:29, 10.13it/s, v_num=9, loss/train=0.306, alignment/train=0.0875, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 37%|███▋ | 175/469 [00:17<00:29, 10.09it/s, v_num=9, loss/train=0.306, alignment/train=0.0875, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 37%|███▋ | 175/469 [00:17<00:29, 10.09it/s, v_num=9, loss/train=0.240, alignment/train=0.0869, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 38%|███▊ | 176/469 [00:17<00:29, 10.09it/s, v_num=9, loss/train=0.240, alignment/train=0.0869, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 38%|███▊ | 176/469 [00:17<00:29, 10.09it/s, v_num=9, loss/train=0.277, alignment/train=0.0833, uniformity/train=-3.42, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 38%|███▊ | 177/469 [00:17<00:28, 10.12it/s, v_num=9, loss/train=0.277, alignment/train=0.0833, uniformity/train=-3.42, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 38%|███▊ | 177/469 [00:17<00:28, 10.12it/s, v_num=9, loss/train=0.293, alignment/train=0.0872, uniformity/train=-3.40, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 38%|███▊ | 178/469 [00:17<00:28, 10.13it/s, v_num=9, loss/train=0.293, alignment/train=0.0872, uniformity/train=-3.40, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 38%|███▊ | 178/469 [00:17<00:28, 10.13it/s, v_num=9, loss/train=0.335, alignment/train=0.0936, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 38%|███▊ | 179/469 [00:17<00:28, 10.13it/s, v_num=9, loss/train=0.335, alignment/train=0.0936, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 38%|███▊ | 179/469 [00:17<00:28, 10.13it/s, v_num=9, loss/train=0.244, alignment/train=0.0931, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 38%|███▊ | 180/469 [00:17<00:28, 10.14it/s, v_num=9, loss/train=0.244, alignment/train=0.0931, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 38%|███▊ | 180/469 [00:17<00:28, 10.14it/s, v_num=9, loss/train=0.246, alignment/train=0.0864, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 39%|███▊ | 181/469 [00:17<00:28, 10.14it/s, v_num=9, loss/train=0.246, alignment/train=0.0864, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 39%|███▊ | 181/469 [00:17<00:28, 10.14it/s, v_num=9, loss/train=0.264, alignment/train=0.100, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 39%|███▉ | 182/469 [00:17<00:28, 10.16it/s, v_num=9, loss/train=0.264, alignment/train=0.100, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 39%|███▉ | 182/469 [00:17<00:28, 10.16it/s, v_num=9, loss/train=0.279, alignment/train=0.091, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 39%|███▉ | 183/469 [00:18<00:28, 10.16it/s, v_num=9, loss/train=0.279, alignment/train=0.091, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 39%|███▉ | 183/469 [00:18<00:28, 10.16it/s, v_num=9, loss/train=0.282, alignment/train=0.103, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 39%|███▉ | 184/469 [00:18<00:27, 10.18it/s, v_num=9, loss/train=0.282, alignment/train=0.103, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 39%|███▉ | 184/469 [00:18<00:27, 10.18it/s, v_num=9, loss/train=0.299, alignment/train=0.0898, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 39%|███▉ | 185/469 [00:18<00:27, 10.18it/s, v_num=9, loss/train=0.299, alignment/train=0.0898, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 39%|███▉ | 185/469 [00:18<00:27, 10.18it/s, v_num=9, loss/train=0.272, alignment/train=0.089, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 40%|███▉ | 186/469 [00:18<00:27, 10.17it/s, v_num=9, loss/train=0.272, alignment/train=0.089, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 40%|███▉ | 186/469 [00:18<00:27, 10.17it/s, v_num=9, loss/train=0.246, alignment/train=0.0722, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 40%|███▉ | 187/469 [00:18<00:27, 10.17it/s, v_num=9, loss/train=0.246, alignment/train=0.0722, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 40%|███▉ | 187/469 [00:18<00:27, 10.17it/s, v_num=9, loss/train=0.277, alignment/train=0.0826, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 40%|████ | 188/469 [00:18<00:27, 10.16it/s, v_num=9, loss/train=0.277, alignment/train=0.0826, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 40%|████ | 188/469 [00:18<00:27, 10.16it/s, v_num=9, loss/train=0.289, alignment/train=0.0875, uniformity/train=-3.41, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 40%|████ | 189/469 [00:18<00:27, 10.18it/s, v_num=9, loss/train=0.289, alignment/train=0.0875, uniformity/train=-3.41, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 40%|████ | 189/469 [00:18<00:27, 10.18it/s, v_num=9, loss/train=0.323, alignment/train=0.102, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 41%|████ | 190/469 [00:18<00:27, 10.19it/s, v_num=9, loss/train=0.323, alignment/train=0.102, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 41%|████ | 190/469 [00:18<00:27, 10.19it/s, v_num=9, loss/train=0.308, alignment/train=0.103, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 41%|████ | 191/469 [00:18<00:27, 10.19it/s, v_num=9, loss/train=0.308, alignment/train=0.103, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 41%|████ | 191/469 [00:18<00:27, 10.19it/s, v_num=9, loss/train=0.264, alignment/train=0.0848, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 41%|████ | 192/469 [00:18<00:27, 10.21it/s, v_num=9, loss/train=0.264, alignment/train=0.0848, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 41%|████ | 192/469 [00:18<00:27, 10.21it/s, v_num=9, loss/train=0.230, alignment/train=0.0979, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 41%|████ | 193/469 [00:18<00:27, 10.21it/s, v_num=9, loss/train=0.230, alignment/train=0.0979, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 41%|████ | 193/469 [00:18<00:27, 10.21it/s, v_num=9, loss/train=0.305, alignment/train=0.100, uniformity/train=-3.47, contrastive_acc/train=0.977, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 41%|████▏ | 194/469 [00:19<00:26, 10.19it/s, v_num=9, loss/train=0.305, alignment/train=0.100, uniformity/train=-3.47, contrastive_acc/train=0.977, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 41%|████▏ | 194/469 [00:19<00:26, 10.19it/s, v_num=9, loss/train=0.278, alignment/train=0.0921, uniformity/train=-3.42, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 42%|████▏ | 195/469 [00:19<00:26, 10.20it/s, v_num=9, loss/train=0.278, alignment/train=0.0921, uniformity/train=-3.42, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 42%|████▏ | 195/469 [00:19<00:26, 10.20it/s, v_num=9, loss/train=0.312, alignment/train=0.0945, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 42%|████▏ | 196/469 [00:19<00:26, 10.22it/s, v_num=9, loss/train=0.312, alignment/train=0.0945, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 42%|████▏ | 196/469 [00:19<00:26, 10.22it/s, v_num=9, loss/train=0.230, alignment/train=0.0851, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 42%|████▏ | 197/469 [00:19<00:26, 10.24it/s, v_num=9, loss/train=0.230, alignment/train=0.0851, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 42%|████▏ | 197/469 [00:19<00:26, 10.24it/s, v_num=9, loss/train=0.199, alignment/train=0.0904, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 42%|████▏ | 198/469 [00:19<00:26, 10.26it/s, v_num=9, loss/train=0.199, alignment/train=0.0904, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 42%|████▏ | 198/469 [00:19<00:26, 10.26it/s, v_num=9, loss/train=0.234, alignment/train=0.0901, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 42%|████▏ | 199/469 [00:19<00:26, 10.22it/s, v_num=9, loss/train=0.234, alignment/train=0.0901, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 42%|████▏ | 199/469 [00:19<00:26, 10.22it/s, v_num=9, loss/train=0.276, alignment/train=0.102, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 43%|████▎ | 200/469 [00:19<00:26, 10.23it/s, v_num=9, loss/train=0.276, alignment/train=0.102, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 43%|████▎ | 200/469 [00:19<00:26, 10.23it/s, v_num=9, loss/train=0.279, alignment/train=0.0971, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 43%|████▎ | 201/469 [00:19<00:26, 10.24it/s, v_num=9, loss/train=0.279, alignment/train=0.0971, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 43%|████▎ | 201/469 [00:19<00:26, 10.24it/s, v_num=9, loss/train=0.332, alignment/train=0.0874, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 43%|████▎ | 202/469 [00:19<00:26, 10.26it/s, v_num=9, loss/train=0.332, alignment/train=0.0874, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 43%|████▎ | 202/469 [00:19<00:26, 10.26it/s, v_num=9, loss/train=0.275, alignment/train=0.100, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 43%|████▎ | 203/469 [00:19<00:25, 10.27it/s, v_num=9, loss/train=0.275, alignment/train=0.100, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 43%|████▎ | 203/469 [00:19<00:25, 10.27it/s, v_num=9, loss/train=0.329, alignment/train=0.115, uniformity/train=-3.47, contrastive_acc/train=0.984, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 43%|████▎ | 204/469 [00:19<00:25, 10.27it/s, v_num=9, loss/train=0.329, alignment/train=0.115, uniformity/train=-3.47, contrastive_acc/train=0.984, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 43%|████▎ | 204/469 [00:19<00:25, 10.27it/s, v_num=9, loss/train=0.293, alignment/train=0.0943, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 44%|████▎ | 205/469 [00:19<00:25, 10.27it/s, v_num=9, loss/train=0.293, alignment/train=0.0943, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 44%|████▎ | 205/469 [00:19<00:25, 10.27it/s, v_num=9, loss/train=0.222, alignment/train=0.0828, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 44%|████▍ | 206/469 [00:20<00:25, 10.26it/s, v_num=9, loss/train=0.222, alignment/train=0.0828, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 44%|████▍ | 206/469 [00:20<00:25, 10.26it/s, v_num=9, loss/train=0.243, alignment/train=0.103, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 44%|████▍ | 207/469 [00:20<00:25, 10.27it/s, v_num=9, loss/train=0.243, alignment/train=0.103, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 44%|████▍ | 207/469 [00:20<00:25, 10.26it/s, v_num=9, loss/train=0.279, alignment/train=0.0973, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 44%|████▍ | 208/469 [00:20<00:25, 10.28it/s, v_num=9, loss/train=0.279, alignment/train=0.0973, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 44%|████▍ | 208/469 [00:20<00:25, 10.28it/s, v_num=9, loss/train=0.270, alignment/train=0.101, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 45%|████▍ | 209/469 [00:20<00:25, 10.28it/s, v_num=9, loss/train=0.270, alignment/train=0.101, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 45%|████▍ | 209/469 [00:20<00:25, 10.28it/s, v_num=9, loss/train=0.248, alignment/train=0.0987, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 45%|████▍ | 210/469 [00:20<00:25, 10.29it/s, v_num=9, loss/train=0.248, alignment/train=0.0987, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 45%|████▍ | 210/469 [00:20<00:25, 10.29it/s, v_num=9, loss/train=0.274, alignment/train=0.102, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 45%|████▍ | 211/469 [00:20<00:25, 10.29it/s, v_num=9, loss/train=0.274, alignment/train=0.102, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 45%|████▍ | 211/469 [00:20<00:25, 10.29it/s, v_num=9, loss/train=0.306, alignment/train=0.102, uniformity/train=-3.48, contrastive_acc/train=0.984, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 45%|████▌ | 212/469 [00:20<00:24, 10.30it/s, v_num=9, loss/train=0.306, alignment/train=0.102, uniformity/train=-3.48, contrastive_acc/train=0.984, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 45%|████▌ | 212/469 [00:20<00:24, 10.30it/s, v_num=9, loss/train=0.266, alignment/train=0.0923, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 45%|████▌ | 213/469 [00:20<00:24, 10.30it/s, v_num=9, loss/train=0.266, alignment/train=0.0923, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 45%|████▌ | 213/469 [00:20<00:24, 10.30it/s, v_num=9, loss/train=0.282, alignment/train=0.0876, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 46%|████▌ | 214/469 [00:20<00:24, 10.30it/s, v_num=9, loss/train=0.282, alignment/train=0.0876, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 46%|████▌ | 214/469 [00:20<00:24, 10.30it/s, v_num=9, loss/train=0.294, alignment/train=0.0974, uniformity/train=-3.49, contrastive_acc/train=0.980, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 46%|████▌ | 215/469 [00:20<00:24, 10.32it/s, v_num=9, loss/train=0.294, alignment/train=0.0974, uniformity/train=-3.49, contrastive_acc/train=0.980, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 46%|████▌ | 215/469 [00:20<00:24, 10.32it/s, v_num=9, loss/train=0.294, alignment/train=0.0987, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 46%|████▌ | 216/469 [00:20<00:24, 10.30it/s, v_num=9, loss/train=0.294, alignment/train=0.0987, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 46%|████▌ | 216/469 [00:20<00:24, 10.30it/s, v_num=9, loss/train=0.253, alignment/train=0.0852, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 46%|████▋ | 217/469 [00:21<00:24, 10.32it/s, v_num=9, loss/train=0.253, alignment/train=0.0852, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 46%|████▋ | 217/469 [00:21<00:24, 10.32it/s, v_num=9, loss/train=0.293, alignment/train=0.086, uniformity/train=-3.46, contrastive_acc/train=0.984, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 46%|████▋ | 218/469 [00:21<00:24, 10.32it/s, v_num=9, loss/train=0.293, alignment/train=0.086, uniformity/train=-3.46, contrastive_acc/train=0.984, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 46%|████▋ | 218/469 [00:21<00:24, 10.32it/s, v_num=9, loss/train=0.252, alignment/train=0.0992, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 47%|████▋ | 219/469 [00:21<00:24, 10.34it/s, v_num=9, loss/train=0.252, alignment/train=0.0992, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 47%|████▋ | 219/469 [00:21<00:24, 10.33it/s, v_num=9, loss/train=0.313, alignment/train=0.0969, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 47%|████▋ | 220/469 [00:21<00:24, 10.33it/s, v_num=9, loss/train=0.313, alignment/train=0.0969, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 47%|████▋ | 220/469 [00:21<00:24, 10.33it/s, v_num=9, loss/train=0.285, alignment/train=0.0879, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 47%|████▋ | 221/469 [00:21<00:24, 10.33it/s, v_num=9, loss/train=0.285, alignment/train=0.0879, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 47%|████▋ | 221/469 [00:21<00:24, 10.33it/s, v_num=9, loss/train=0.276, alignment/train=0.0902, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 47%|████▋ | 222/469 [00:21<00:23, 10.32it/s, v_num=9, loss/train=0.276, alignment/train=0.0902, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 47%|████▋ | 222/469 [00:21<00:23, 10.32it/s, v_num=9, loss/train=0.283, alignment/train=0.0973, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 48%|████▊ | 223/469 [00:21<00:23, 10.33it/s, v_num=9, loss/train=0.283, alignment/train=0.0973, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 48%|████▊ | 223/469 [00:21<00:23, 10.33it/s, v_num=9, loss/train=0.297, alignment/train=0.0899, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 48%|████▊ | 224/469 [00:21<00:23, 10.35it/s, v_num=9, loss/train=0.297, alignment/train=0.0899, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 48%|████▊ | 224/469 [00:21<00:23, 10.35it/s, v_num=9, loss/train=0.279, alignment/train=0.087, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 48%|████▊ | 225/469 [00:21<00:23, 10.35it/s, v_num=9, loss/train=0.279, alignment/train=0.087, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 48%|████▊ | 225/469 [00:21<00:23, 10.35it/s, v_num=9, loss/train=0.313, alignment/train=0.0847, uniformity/train=-3.43, contrastive_acc/train=0.984, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 48%|████▊ | 226/469 [00:21<00:23, 10.37it/s, v_num=9, loss/train=0.313, alignment/train=0.0847, uniformity/train=-3.43, contrastive_acc/train=0.984, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 48%|████▊ | 226/469 [00:21<00:23, 10.37it/s, v_num=9, loss/train=0.254, alignment/train=0.092, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 48%|████▊ | 227/469 [00:21<00:23, 10.36it/s, v_num=9, loss/train=0.254, alignment/train=0.092, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 48%|████▊ | 227/469 [00:21<00:23, 10.36it/s, v_num=9, loss/train=0.268, alignment/train=0.0883, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 49%|████▊ | 228/469 [00:22<00:23, 10.36it/s, v_num=9, loss/train=0.268, alignment/train=0.0883, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 49%|████▊ | 228/469 [00:22<00:23, 10.36it/s, v_num=9, loss/train=0.328, alignment/train=0.106, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 49%|████▉ | 229/469 [00:22<00:23, 10.35it/s, v_num=9, loss/train=0.328, alignment/train=0.106, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 49%|████▉ | 229/469 [00:22<00:23, 10.35it/s, v_num=9, loss/train=0.240, alignment/train=0.0794, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 49%|████▉ | 230/469 [00:22<00:23, 10.36it/s, v_num=9, loss/train=0.240, alignment/train=0.0794, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 49%|████▉ | 230/469 [00:22<00:23, 10.36it/s, v_num=9, loss/train=0.381, alignment/train=0.0986, uniformity/train=-3.45, contrastive_acc/train=0.980, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 49%|████▉ | 231/469 [00:22<00:22, 10.37it/s, v_num=9, loss/train=0.381, alignment/train=0.0986, uniformity/train=-3.45, contrastive_acc/train=0.980, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 49%|████▉ | 231/469 [00:22<00:22, 10.37it/s, v_num=9, loss/train=0.234, alignment/train=0.0907, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 49%|████▉ | 232/469 [00:22<00:22, 10.38it/s, v_num=9, loss/train=0.234, alignment/train=0.0907, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 49%|████▉ | 232/469 [00:22<00:22, 10.38it/s, v_num=9, loss/train=0.303, alignment/train=0.0989, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 50%|████▉ | 233/469 [00:22<00:22, 10.37it/s, v_num=9, loss/train=0.303, alignment/train=0.0989, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 50%|████▉ | 233/469 [00:22<00:22, 10.37it/s, v_num=9, loss/train=0.299, alignment/train=0.0904, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 50%|████▉ | 234/469 [00:22<00:22, 10.37it/s, v_num=9, loss/train=0.299, alignment/train=0.0904, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 50%|████▉ | 234/469 [00:22<00:22, 10.37it/s, v_num=9, loss/train=0.349, alignment/train=0.104, uniformity/train=-3.43, contrastive_acc/train=0.980, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 50%|█████ | 235/469 [00:22<00:22, 10.38it/s, v_num=9, loss/train=0.349, alignment/train=0.104, uniformity/train=-3.43, contrastive_acc/train=0.980, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 50%|█████ | 235/469 [00:22<00:22, 10.38it/s, v_num=9, loss/train=0.339, alignment/train=0.0961, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 50%|█████ | 236/469 [00:22<00:22, 10.38it/s, v_num=9, loss/train=0.339, alignment/train=0.0961, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 50%|█████ | 236/469 [00:22<00:22, 10.38it/s, v_num=9, loss/train=0.321, alignment/train=0.106, uniformity/train=-3.48, contrastive_acc/train=0.977, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 51%|█████ | 237/469 [00:22<00:22, 10.40it/s, v_num=9, loss/train=0.321, alignment/train=0.106, uniformity/train=-3.48, contrastive_acc/train=0.977, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 51%|█████ | 237/469 [00:22<00:22, 10.40it/s, v_num=9, loss/train=0.297, alignment/train=0.108, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 51%|█████ | 238/469 [00:22<00:22, 10.38it/s, v_num=9, loss/train=0.297, alignment/train=0.108, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 51%|█████ | 238/469 [00:22<00:22, 10.38it/s, v_num=9, loss/train=0.358, alignment/train=0.104, uniformity/train=-3.40, contrastive_acc/train=0.988, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 51%|█████ | 239/469 [00:23<00:22, 10.39it/s, v_num=9, loss/train=0.358, alignment/train=0.104, uniformity/train=-3.40, contrastive_acc/train=0.988, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 51%|█████ | 239/469 [00:23<00:22, 10.39it/s, v_num=9, loss/train=0.355, alignment/train=0.0966, uniformity/train=-3.40, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 51%|█████ | 240/469 [00:23<00:22, 10.40it/s, v_num=9, loss/train=0.355, alignment/train=0.0966, uniformity/train=-3.40, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 51%|█████ | 240/469 [00:23<00:22, 10.40it/s, v_num=9, loss/train=0.287, alignment/train=0.0892, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 51%|█████▏ | 241/469 [00:23<00:21, 10.42it/s, v_num=9, loss/train=0.287, alignment/train=0.0892, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 51%|█████▏ | 241/469 [00:23<00:21, 10.42it/s, v_num=9, loss/train=0.268, alignment/train=0.0971, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 52%|█████▏ | 242/469 [00:23<00:21, 10.41it/s, v_num=9, loss/train=0.268, alignment/train=0.0971, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 52%|█████▏ | 242/469 [00:23<00:21, 10.41it/s, v_num=9, loss/train=0.279, alignment/train=0.0833, uniformity/train=-3.42, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 52%|█████▏ | 243/469 [00:23<00:21, 10.43it/s, v_num=9, loss/train=0.279, alignment/train=0.0833, uniformity/train=-3.42, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 52%|█████▏ | 243/469 [00:23<00:21, 10.43it/s, v_num=9, loss/train=0.258, alignment/train=0.0931, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 52%|█████▏ | 244/469 [00:23<00:21, 10.45it/s, v_num=9, loss/train=0.258, alignment/train=0.0931, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 52%|█████▏ | 244/469 [00:23<00:21, 10.44it/s, v_num=9, loss/train=0.290, alignment/train=0.0991, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 52%|█████▏ | 245/469 [00:23<00:21, 10.44it/s, v_num=9, loss/train=0.290, alignment/train=0.0991, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 52%|█████▏ | 245/469 [00:23<00:21, 10.44it/s, v_num=9, loss/train=0.234, alignment/train=0.0826, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 52%|█████▏ | 246/469 [00:23<00:21, 10.42it/s, v_num=9, loss/train=0.234, alignment/train=0.0826, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 52%|█████▏ | 246/469 [00:23<00:21, 10.42it/s, v_num=9, loss/train=0.303, alignment/train=0.105, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 53%|█████▎ | 247/469 [00:23<00:21, 10.42it/s, v_num=9, loss/train=0.303, alignment/train=0.105, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 53%|█████▎ | 247/469 [00:23<00:21, 10.42it/s, v_num=9, loss/train=0.307, alignment/train=0.105, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 53%|█████▎ | 248/469 [00:23<00:21, 10.43it/s, v_num=9, loss/train=0.307, alignment/train=0.105, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 53%|█████▎ | 248/469 [00:23<00:21, 10.43it/s, v_num=9, loss/train=0.247, alignment/train=0.0893, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 53%|█████▎ | 249/469 [00:23<00:21, 10.43it/s, v_num=9, loss/train=0.247, alignment/train=0.0893, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 53%|█████▎ | 249/469 [00:23<00:21, 10.43it/s, v_num=9, loss/train=0.315, alignment/train=0.095, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 53%|█████▎ | 250/469 [00:23<00:21, 10.42it/s, v_num=9, loss/train=0.315, alignment/train=0.095, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 53%|█████▎ | 250/469 [00:23<00:21, 10.42it/s, v_num=9, loss/train=0.261, alignment/train=0.0907, uniformity/train=-3.49, contrastive_acc/train=0.988, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 54%|█████▎ | 251/469 [00:24<00:20, 10.42it/s, v_num=9, loss/train=0.261, alignment/train=0.0907, uniformity/train=-3.49, contrastive_acc/train=0.988, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 54%|█████▎ | 251/469 [00:24<00:20, 10.42it/s, v_num=9, loss/train=0.272, alignment/train=0.0906, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 54%|█████▎ | 252/469 [00:24<00:20, 10.43it/s, v_num=9, loss/train=0.272, alignment/train=0.0906, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 54%|█████▎ | 252/469 [00:24<00:20, 10.43it/s, v_num=9, loss/train=0.261, alignment/train=0.0894, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 54%|█████▍ | 253/469 [00:24<00:20, 10.42it/s, v_num=9, loss/train=0.261, alignment/train=0.0894, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 54%|█████▍ | 253/469 [00:24<00:20, 10.42it/s, v_num=9, loss/train=0.253, alignment/train=0.0792, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 54%|█████▍ | 254/469 [00:24<00:20, 10.43it/s, v_num=9, loss/train=0.253, alignment/train=0.0792, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 54%|█████▍ | 254/469 [00:24<00:20, 10.43it/s, v_num=9, loss/train=0.254, alignment/train=0.0855, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 54%|█████▍ | 255/469 [00:24<00:20, 10.44it/s, v_num=9, loss/train=0.254, alignment/train=0.0855, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 54%|█████▍ | 255/469 [00:24<00:20, 10.44it/s, v_num=9, loss/train=0.255, alignment/train=0.0934, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 55%|█████▍ | 256/469 [00:24<00:20, 10.46it/s, v_num=9, loss/train=0.255, alignment/train=0.0934, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 55%|█████▍ | 256/469 [00:24<00:20, 10.46it/s, v_num=9, loss/train=0.243, alignment/train=0.0933, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 55%|█████▍ | 257/469 [00:24<00:20, 10.47it/s, v_num=9, loss/train=0.243, alignment/train=0.0933, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 55%|█████▍ | 257/469 [00:24<00:20, 10.47it/s, v_num=9, loss/train=0.227, alignment/train=0.0953, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 55%|█████▌ | 258/469 [00:24<00:20, 10.47it/s, v_num=9, loss/train=0.227, alignment/train=0.0953, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 55%|█████▌ | 258/469 [00:24<00:20, 10.47it/s, v_num=9, loss/train=0.276, alignment/train=0.0867, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 55%|█████▌ | 259/469 [00:24<00:20, 10.46it/s, v_num=9, loss/train=0.276, alignment/train=0.0867, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 55%|█████▌ | 259/469 [00:24<00:20, 10.46it/s, v_num=9, loss/train=0.247, alignment/train=0.0835, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 55%|█████▌ | 260/469 [00:24<00:20, 10.44it/s, v_num=9, loss/train=0.247, alignment/train=0.0835, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 55%|█████▌ | 260/469 [00:24<00:20, 10.44it/s, v_num=9, loss/train=0.261, alignment/train=0.0863, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 56%|█████▌ | 261/469 [00:24<00:19, 10.45it/s, v_num=9, loss/train=0.261, alignment/train=0.0863, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 56%|█████▌ | 261/469 [00:24<00:19, 10.45it/s, v_num=9, loss/train=0.299, alignment/train=0.0994, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 56%|█████▌ | 262/469 [00:25<00:19, 10.46it/s, v_num=9, loss/train=0.299, alignment/train=0.0994, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 56%|█████▌ | 262/469 [00:25<00:19, 10.46it/s, v_num=9, loss/train=0.327, alignment/train=0.0857, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 56%|█████▌ | 263/469 [00:25<00:19, 10.48it/s, v_num=9, loss/train=0.327, alignment/train=0.0857, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 56%|█████▌ | 263/469 [00:25<00:19, 10.48it/s, v_num=9, loss/train=0.261, alignment/train=0.099, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 56%|█████▋ | 264/469 [00:25<00:19, 10.44it/s, v_num=9, loss/train=0.261, alignment/train=0.099, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 56%|█████▋ | 264/469 [00:25<00:19, 10.44it/s, v_num=9, loss/train=0.242, alignment/train=0.0924, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 57%|█████▋ | 265/469 [00:25<00:19, 10.45it/s, v_num=9, loss/train=0.242, alignment/train=0.0924, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 57%|█████▋ | 265/469 [00:25<00:19, 10.45it/s, v_num=9, loss/train=0.266, alignment/train=0.0805, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 57%|█████▋ | 266/469 [00:25<00:19, 10.46it/s, v_num=9, loss/train=0.266, alignment/train=0.0805, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 57%|█████▋ | 266/469 [00:25<00:19, 10.46it/s, v_num=9, loss/train=0.280, alignment/train=0.0907, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 57%|█████▋ | 267/469 [00:25<00:19, 10.47it/s, v_num=9, loss/train=0.280, alignment/train=0.0907, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 57%|█████▋ | 267/469 [00:25<00:19, 10.47it/s, v_num=9, loss/train=0.278, alignment/train=0.091, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 57%|█████▋ | 268/469 [00:25<00:19, 10.47it/s, v_num=9, loss/train=0.278, alignment/train=0.091, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 57%|█████▋ | 268/469 [00:25<00:19, 10.47it/s, v_num=9, loss/train=0.231, alignment/train=0.086, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 57%|█████▋ | 269/469 [00:25<00:19, 10.45it/s, v_num=9, loss/train=0.231, alignment/train=0.086, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 57%|█████▋ | 269/469 [00:25<00:19, 10.45it/s, v_num=9, loss/train=0.243, alignment/train=0.0892, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 58%|█████▊ | 270/469 [00:25<00:19, 10.47it/s, v_num=9, loss/train=0.243, alignment/train=0.0892, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 58%|█████▊ | 270/469 [00:25<00:19, 10.47it/s, v_num=9, loss/train=0.264, alignment/train=0.0998, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 58%|█████▊ | 271/469 [00:25<00:18, 10.48it/s, v_num=9, loss/train=0.264, alignment/train=0.0998, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 58%|█████▊ | 271/469 [00:25<00:18, 10.48it/s, v_num=9, loss/train=0.308, alignment/train=0.103, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 58%|█████▊ | 272/469 [00:25<00:18, 10.47it/s, v_num=9, loss/train=0.308, alignment/train=0.103, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 58%|█████▊ | 272/469 [00:25<00:18, 10.47it/s, v_num=9, loss/train=0.253, alignment/train=0.0909, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 58%|█████▊ | 273/469 [00:26<00:18, 10.49it/s, v_num=9, loss/train=0.253, alignment/train=0.0909, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 58%|█████▊ | 273/469 [00:26<00:18, 10.49it/s, v_num=9, loss/train=0.252, alignment/train=0.0989, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 58%|█████▊ | 274/469 [00:26<00:18, 10.50it/s, v_num=9, loss/train=0.252, alignment/train=0.0989, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 58%|█████▊ | 274/469 [00:26<00:18, 10.50it/s, v_num=9, loss/train=0.242, alignment/train=0.0933, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 59%|█████▊ | 275/469 [00:26<00:18, 10.50it/s, v_num=9, loss/train=0.242, alignment/train=0.0933, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 59%|█████▊ | 275/469 [00:26<00:18, 10.50it/s, v_num=9, loss/train=0.250, alignment/train=0.0863, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 59%|█████▉ | 276/469 [00:26<00:18, 10.47it/s, v_num=9, loss/train=0.250, alignment/train=0.0863, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 59%|█████▉ | 276/469 [00:26<00:18, 10.47it/s, v_num=9, loss/train=0.255, alignment/train=0.0885, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 59%|█████▉ | 277/469 [00:26<00:18, 10.48it/s, v_num=9, loss/train=0.255, alignment/train=0.0885, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 59%|█████▉ | 277/469 [00:26<00:18, 10.48it/s, v_num=9, loss/train=0.230, alignment/train=0.085, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 59%|█████▉ | 278/469 [00:26<00:18, 10.50it/s, v_num=9, loss/train=0.230, alignment/train=0.085, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 59%|█████▉ | 278/469 [00:26<00:18, 10.50it/s, v_num=9, loss/train=0.328, alignment/train=0.0915, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 59%|█████▉ | 279/469 [00:26<00:18, 10.51it/s, v_num=9, loss/train=0.328, alignment/train=0.0915, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 59%|█████▉ | 279/469 [00:26<00:18, 10.51it/s, v_num=9, loss/train=0.257, alignment/train=0.0928, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 60%|█████▉ | 280/469 [00:26<00:17, 10.51it/s, v_num=9, loss/train=0.257, alignment/train=0.0928, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 60%|█████▉ | 280/469 [00:26<00:17, 10.51it/s, v_num=9, loss/train=0.252, alignment/train=0.0886, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 60%|█████▉ | 281/469 [00:26<00:17, 10.50it/s, v_num=9, loss/train=0.252, alignment/train=0.0886, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 60%|█████▉ | 281/469 [00:26<00:17, 10.50it/s, v_num=9, loss/train=0.322, alignment/train=0.102, uniformity/train=-3.48, contrastive_acc/train=0.984, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 60%|██████ | 282/469 [00:26<00:17, 10.49it/s, v_num=9, loss/train=0.322, alignment/train=0.102, uniformity/train=-3.48, contrastive_acc/train=0.984, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 60%|██████ | 282/469 [00:26<00:17, 10.48it/s, v_num=9, loss/train=0.255, alignment/train=0.0971, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 60%|██████ | 283/469 [00:26<00:17, 10.50it/s, v_num=9, loss/train=0.255, alignment/train=0.0971, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 60%|██████ | 283/469 [00:26<00:17, 10.50it/s, v_num=9, loss/train=0.254, alignment/train=0.0944, uniformity/train=-3.48, contrastive_acc/train=0.984, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 61%|██████ | 284/469 [00:27<00:17, 10.51it/s, v_num=9, loss/train=0.254, alignment/train=0.0944, uniformity/train=-3.48, contrastive_acc/train=0.984, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 61%|██████ | 284/469 [00:27<00:17, 10.51it/s, v_num=9, loss/train=0.275, alignment/train=0.0854, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 61%|██████ | 285/469 [00:27<00:17, 10.53it/s, v_num=9, loss/train=0.275, alignment/train=0.0854, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 61%|██████ | 285/469 [00:27<00:17, 10.53it/s, v_num=9, loss/train=0.302, alignment/train=0.0849, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 61%|██████ | 286/469 [00:27<00:17, 10.54it/s, v_num=9, loss/train=0.302, alignment/train=0.0849, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 61%|██████ | 286/469 [00:27<00:17, 10.54it/s, v_num=9, loss/train=0.240, alignment/train=0.0804, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 61%|██████ | 287/469 [00:27<00:17, 10.54it/s, v_num=9, loss/train=0.240, alignment/train=0.0804, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 61%|██████ | 287/469 [00:27<00:17, 10.54it/s, v_num=9, loss/train=0.368, alignment/train=0.0989, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 61%|██████▏ | 288/469 [00:27<00:17, 10.55it/s, v_num=9, loss/train=0.368, alignment/train=0.0989, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 61%|██████▏ | 288/469 [00:27<00:17, 10.55it/s, v_num=9, loss/train=0.264, alignment/train=0.0965, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 62%|██████▏ | 289/469 [00:27<00:17, 10.56it/s, v_num=9, loss/train=0.264, alignment/train=0.0965, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 62%|██████▏ | 289/469 [00:27<00:17, 10.56it/s, v_num=9, loss/train=0.230, alignment/train=0.087, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 62%|██████▏ | 290/469 [00:27<00:16, 10.53it/s, v_num=9, loss/train=0.230, alignment/train=0.087, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 62%|██████▏ | 290/469 [00:27<00:16, 10.53it/s, v_num=9, loss/train=0.264, alignment/train=0.102, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 62%|██████▏ | 291/469 [00:27<00:16, 10.51it/s, v_num=9, loss/train=0.264, alignment/train=0.102, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 62%|██████▏ | 291/469 [00:27<00:16, 10.51it/s, v_num=9, loss/train=0.332, alignment/train=0.106, uniformity/train=-3.46, contrastive_acc/train=0.984, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 62%|██████▏ | 292/469 [00:27<00:16, 10.51it/s, v_num=9, loss/train=0.332, alignment/train=0.106, uniformity/train=-3.46, contrastive_acc/train=0.984, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 62%|██████▏ | 292/469 [00:27<00:16, 10.51it/s, v_num=9, loss/train=0.220, alignment/train=0.0811, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 62%|██████▏ | 293/469 [00:27<00:16, 10.53it/s, v_num=9, loss/train=0.220, alignment/train=0.0811, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 62%|██████▏ | 293/469 [00:27<00:16, 10.53it/s, v_num=9, loss/train=0.268, alignment/train=0.0904, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 63%|██████▎ | 294/469 [00:27<00:16, 10.54it/s, v_num=9, loss/train=0.268, alignment/train=0.0904, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 63%|██████▎ | 294/469 [00:27<00:16, 10.54it/s, v_num=9, loss/train=0.304, alignment/train=0.0976, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 63%|██████▎ | 295/469 [00:28<00:16, 10.51it/s, v_num=9, loss/train=0.304, alignment/train=0.0976, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 63%|██████▎ | 295/469 [00:28<00:16, 10.51it/s, v_num=9, loss/train=0.247, alignment/train=0.0936, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 63%|██████▎ | 296/469 [00:28<00:16, 10.51it/s, v_num=9, loss/train=0.247, alignment/train=0.0936, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 63%|██████▎ | 296/469 [00:28<00:16, 10.51it/s, v_num=9, loss/train=0.251, alignment/train=0.0829, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 63%|██████▎ | 297/469 [00:28<00:16, 10.53it/s, v_num=9, loss/train=0.251, alignment/train=0.0829, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 63%|██████▎ | 297/469 [00:28<00:16, 10.53it/s, v_num=9, loss/train=0.262, alignment/train=0.092, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 64%|██████▎ | 298/469 [00:28<00:16, 10.53it/s, v_num=9, loss/train=0.262, alignment/train=0.092, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 64%|██████▎ | 298/469 [00:28<00:16, 10.53it/s, v_num=9, loss/train=0.278, alignment/train=0.0902, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 64%|██████▍ | 299/469 [00:28<00:16, 10.53it/s, v_num=9, loss/train=0.278, alignment/train=0.0902, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 64%|██████▍ | 299/469 [00:28<00:16, 10.53it/s, v_num=9, loss/train=0.269, alignment/train=0.0838, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 64%|██████▍ | 300/469 [00:28<00:16, 10.54it/s, v_num=9, loss/train=0.269, alignment/train=0.0838, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 64%|██████▍ | 300/469 [00:28<00:16, 10.54it/s, v_num=9, loss/train=0.256, alignment/train=0.0778, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 64%|██████▍ | 301/469 [00:28<00:15, 10.55it/s, v_num=9, loss/train=0.256, alignment/train=0.0778, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 64%|██████▍ | 301/469 [00:28<00:15, 10.55it/s, v_num=9, loss/train=0.220, alignment/train=0.0886, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 64%|██████▍ | 302/469 [00:28<00:15, 10.55it/s, v_num=9, loss/train=0.220, alignment/train=0.0886, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 64%|██████▍ | 302/469 [00:28<00:15, 10.55it/s, v_num=9, loss/train=0.342, alignment/train=0.0916, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 65%|██████▍ | 303/469 [00:28<00:15, 10.56it/s, v_num=9, loss/train=0.342, alignment/train=0.0916, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 65%|██████▍ | 303/469 [00:28<00:15, 10.56it/s, v_num=9, loss/train=0.274, alignment/train=0.0888, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 65%|██████▍ | 304/469 [00:28<00:15, 10.55it/s, v_num=9, loss/train=0.274, alignment/train=0.0888, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 65%|██████▍ | 304/469 [00:28<00:15, 10.55it/s, v_num=9, loss/train=0.226, alignment/train=0.0949, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 65%|██████▌ | 305/469 [00:28<00:15, 10.53it/s, v_num=9, loss/train=0.226, alignment/train=0.0949, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 65%|██████▌ | 305/469 [00:28<00:15, 10.53it/s, v_num=9, loss/train=0.259, alignment/train=0.101, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 65%|██████▌ | 306/469 [00:29<00:15, 10.54it/s, v_num=9, loss/train=0.259, alignment/train=0.101, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 65%|██████▌ | 306/469 [00:29<00:15, 10.54it/s, v_num=9, loss/train=0.308, alignment/train=0.0946, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 65%|██████▌ | 307/469 [00:29<00:15, 10.56it/s, v_num=9, loss/train=0.308, alignment/train=0.0946, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 65%|██████▌ | 307/469 [00:29<00:15, 10.56it/s, v_num=9, loss/train=0.292, alignment/train=0.0861, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 66%|██████▌ | 308/469 [00:29<00:15, 10.54it/s, v_num=9, loss/train=0.292, alignment/train=0.0861, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 66%|██████▌ | 308/469 [00:29<00:15, 10.54it/s, v_num=9, loss/train=0.267, alignment/train=0.0947, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 66%|██████▌ | 309/469 [00:29<00:15, 10.55it/s, v_num=9, loss/train=0.267, alignment/train=0.0947, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 66%|██████▌ | 309/469 [00:29<00:15, 10.55it/s, v_num=9, loss/train=0.243, alignment/train=0.0993, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 66%|██████▌ | 310/469 [00:29<00:15, 10.56it/s, v_num=9, loss/train=0.243, alignment/train=0.0993, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 66%|██████▌ | 310/469 [00:29<00:15, 10.56it/s, v_num=9, loss/train=0.303, alignment/train=0.0983, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 66%|██████▋ | 311/469 [00:29<00:14, 10.56it/s, v_num=9, loss/train=0.303, alignment/train=0.0983, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 66%|██████▋ | 311/469 [00:29<00:14, 10.56it/s, v_num=9, loss/train=0.246, alignment/train=0.090, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 67%|██████▋ | 312/469 [00:29<00:14, 10.55it/s, v_num=9, loss/train=0.246, alignment/train=0.090, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 67%|██████▋ | 312/469 [00:29<00:14, 10.55it/s, v_num=9, loss/train=0.279, alignment/train=0.0939, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 67%|██████▋ | 313/469 [00:29<00:14, 10.55it/s, v_num=9, loss/train=0.279, alignment/train=0.0939, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 67%|██████▋ | 313/469 [00:29<00:14, 10.55it/s, v_num=9, loss/train=0.288, alignment/train=0.0799, uniformity/train=-3.41, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 67%|██████▋ | 314/469 [00:29<00:14, 10.56it/s, v_num=9, loss/train=0.288, alignment/train=0.0799, uniformity/train=-3.41, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 67%|██████▋ | 314/469 [00:29<00:14, 10.56it/s, v_num=9, loss/train=0.308, alignment/train=0.0997, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 67%|██████▋ | 315/469 [00:29<00:14, 10.56it/s, v_num=9, loss/train=0.308, alignment/train=0.0997, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 67%|██████▋ | 315/469 [00:29<00:14, 10.56it/s, v_num=9, loss/train=0.301, alignment/train=0.0859, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 67%|██████▋ | 316/469 [00:29<00:14, 10.56it/s, v_num=9, loss/train=0.301, alignment/train=0.0859, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 67%|██████▋ | 316/469 [00:29<00:14, 10.56it/s, v_num=9, loss/train=0.254, alignment/train=0.0916, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 68%|██████▊ | 317/469 [00:30<00:14, 10.56it/s, v_num=9, loss/train=0.254, alignment/train=0.0916, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 68%|██████▊ | 317/469 [00:30<00:14, 10.56it/s, v_num=9, loss/train=0.325, alignment/train=0.0938, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 68%|██████▊ | 318/469 [00:30<00:14, 10.56it/s, v_num=9, loss/train=0.325, alignment/train=0.0938, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 68%|██████▊ | 318/469 [00:30<00:14, 10.56it/s, v_num=9, loss/train=0.252, alignment/train=0.0915, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 68%|██████▊ | 319/469 [00:30<00:14, 10.58it/s, v_num=9, loss/train=0.252, alignment/train=0.0915, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 68%|██████▊ | 319/469 [00:30<00:14, 10.57it/s, v_num=9, loss/train=0.232, alignment/train=0.0845, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 68%|██████▊ | 320/469 [00:30<00:14, 10.58it/s, v_num=9, loss/train=0.232, alignment/train=0.0845, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 68%|██████▊ | 320/469 [00:30<00:14, 10.58it/s, v_num=9, loss/train=0.258, alignment/train=0.0896, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 68%|██████▊ | 321/469 [00:30<00:14, 10.57it/s, v_num=9, loss/train=0.258, alignment/train=0.0896, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 68%|██████▊ | 321/469 [00:30<00:14, 10.57it/s, v_num=9, loss/train=0.367, alignment/train=0.0858, uniformity/train=-3.42, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 69%|██████▊ | 322/469 [00:30<00:13, 10.57it/s, v_num=9, loss/train=0.367, alignment/train=0.0858, uniformity/train=-3.42, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 69%|██████▊ | 322/469 [00:30<00:13, 10.57it/s, v_num=9, loss/train=0.239, alignment/train=0.079, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 69%|██████▉ | 323/469 [00:30<00:13, 10.58it/s, v_num=9, loss/train=0.239, alignment/train=0.079, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 69%|██████▉ | 323/469 [00:30<00:13, 10.58it/s, v_num=9, loss/train=0.262, alignment/train=0.0832, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 69%|██████▉ | 324/469 [00:30<00:13, 10.57it/s, v_num=9, loss/train=0.262, alignment/train=0.0832, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 69%|██████▉ | 324/469 [00:30<00:13, 10.57it/s, v_num=9, loss/train=0.252, alignment/train=0.0882, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 69%|██████▉ | 325/469 [00:30<00:13, 10.57it/s, v_num=9, loss/train=0.252, alignment/train=0.0882, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 69%|██████▉ | 325/469 [00:30<00:13, 10.57it/s, v_num=9, loss/train=0.307, alignment/train=0.0905, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 70%|██████▉ | 326/469 [00:30<00:13, 10.58it/s, v_num=9, loss/train=0.307, alignment/train=0.0905, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 70%|██████▉ | 326/469 [00:30<00:13, 10.58it/s, v_num=9, loss/train=0.260, alignment/train=0.0876, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 70%|██████▉ | 327/469 [00:30<00:13, 10.57it/s, v_num=9, loss/train=0.260, alignment/train=0.0876, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 70%|██████▉ | 327/469 [00:30<00:13, 10.57it/s, v_num=9, loss/train=0.267, alignment/train=0.091, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 70%|██████▉ | 328/469 [00:31<00:13, 10.57it/s, v_num=9, loss/train=0.267, alignment/train=0.091, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 70%|██████▉ | 328/469 [00:31<00:13, 10.57it/s, v_num=9, loss/train=0.325, alignment/train=0.0953, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 70%|███████ | 329/469 [00:31<00:13, 10.57it/s, v_num=9, loss/train=0.325, alignment/train=0.0953, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 70%|███████ | 329/469 [00:31<00:13, 10.57it/s, v_num=9, loss/train=0.272, alignment/train=0.0929, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 70%|███████ | 330/469 [00:31<00:13, 10.59it/s, v_num=9, loss/train=0.272, alignment/train=0.0929, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 70%|███████ | 330/469 [00:31<00:13, 10.59it/s, v_num=9, loss/train=0.247, alignment/train=0.0833, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 71%|███████ | 331/469 [00:31<00:13, 10.60it/s, v_num=9, loss/train=0.247, alignment/train=0.0833, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 71%|███████ | 331/469 [00:31<00:13, 10.60it/s, v_num=9, loss/train=0.290, alignment/train=0.0831, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 71%|███████ | 332/469 [00:31<00:12, 10.61it/s, v_num=9, loss/train=0.290, alignment/train=0.0831, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 71%|███████ | 332/469 [00:31<00:12, 10.61it/s, v_num=9, loss/train=0.300, alignment/train=0.0853, uniformity/train=-3.40, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 71%|███████ | 333/469 [00:31<00:12, 10.60it/s, v_num=9, loss/train=0.300, alignment/train=0.0853, uniformity/train=-3.40, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 71%|███████ | 333/469 [00:31<00:12, 10.60it/s, v_num=9, loss/train=0.218, alignment/train=0.0901, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 71%|███████ | 334/469 [00:31<00:12, 10.58it/s, v_num=9, loss/train=0.218, alignment/train=0.0901, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 71%|███████ | 334/469 [00:31<00:12, 10.58it/s, v_num=9, loss/train=0.250, alignment/train=0.0907, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 71%|███████▏ | 335/469 [00:31<00:12, 10.58it/s, v_num=9, loss/train=0.250, alignment/train=0.0907, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 71%|███████▏ | 335/469 [00:31<00:12, 10.58it/s, v_num=9, loss/train=0.243, alignment/train=0.0877, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 72%|███████▏ | 336/469 [00:31<00:12, 10.58it/s, v_num=9, loss/train=0.243, alignment/train=0.0877, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 72%|███████▏ | 336/469 [00:31<00:12, 10.58it/s, v_num=9, loss/train=0.336, alignment/train=0.0838, uniformity/train=-3.42, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 72%|███████▏ | 337/469 [00:31<00:12, 10.58it/s, v_num=9, loss/train=0.336, alignment/train=0.0838, uniformity/train=-3.42, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 72%|███████▏ | 337/469 [00:31<00:12, 10.58it/s, v_num=9, loss/train=0.226, alignment/train=0.0834, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 72%|███████▏ | 338/469 [00:31<00:12, 10.59it/s, v_num=9, loss/train=0.226, alignment/train=0.0834, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 72%|███████▏ | 338/469 [00:31<00:12, 10.59it/s, v_num=9, loss/train=0.309, alignment/train=0.0947, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 72%|███████▏ | 339/469 [00:31<00:12, 10.60it/s, v_num=9, loss/train=0.309, alignment/train=0.0947, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 72%|███████▏ | 339/469 [00:31<00:12, 10.60it/s, v_num=9, loss/train=0.237, alignment/train=0.0834, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 72%|███████▏ | 340/469 [00:32<00:12, 10.59it/s, v_num=9, loss/train=0.237, alignment/train=0.0834, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 72%|███████▏ | 340/469 [00:32<00:12, 10.59it/s, v_num=9, loss/train=0.275, alignment/train=0.0814, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 73%|███████▎ | 341/469 [00:32<00:12, 10.58it/s, v_num=9, loss/train=0.275, alignment/train=0.0814, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 73%|███████▎ | 341/469 [00:32<00:12, 10.58it/s, v_num=9, loss/train=0.301, alignment/train=0.082, uniformity/train=-3.42, contrastive_acc/train=0.988, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 73%|███████▎ | 342/469 [00:32<00:11, 10.59it/s, v_num=9, loss/train=0.301, alignment/train=0.082, uniformity/train=-3.42, contrastive_acc/train=0.988, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 73%|███████▎ | 342/469 [00:32<00:11, 10.59it/s, v_num=9, loss/train=0.280, alignment/train=0.0908, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 73%|███████▎ | 343/469 [00:32<00:11, 10.60it/s, v_num=9, loss/train=0.280, alignment/train=0.0908, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 73%|███████▎ | 343/469 [00:32<00:11, 10.60it/s, v_num=9, loss/train=0.275, alignment/train=0.0983, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 73%|███████▎ | 344/469 [00:32<00:11, 10.61it/s, v_num=9, loss/train=0.275, alignment/train=0.0983, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 73%|███████▎ | 344/469 [00:32<00:11, 10.61it/s, v_num=9, loss/train=0.316, alignment/train=0.093, uniformity/train=-3.44, contrastive_acc/train=0.980, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 74%|███████▎ | 345/469 [00:32<00:11, 10.60it/s, v_num=9, loss/train=0.316, alignment/train=0.093, uniformity/train=-3.44, contrastive_acc/train=0.980, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 74%|███████▎ | 345/469 [00:32<00:11, 10.60it/s, v_num=9, loss/train=0.259, alignment/train=0.0862, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 74%|███████▍ | 346/469 [00:32<00:11, 10.58it/s, v_num=9, loss/train=0.259, alignment/train=0.0862, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 74%|███████▍ | 346/469 [00:32<00:11, 10.58it/s, v_num=9, loss/train=0.241, alignment/train=0.0857, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 74%|███████▍ | 347/469 [00:32<00:11, 10.59it/s, v_num=9, loss/train=0.241, alignment/train=0.0857, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 74%|███████▍ | 347/469 [00:32<00:11, 10.59it/s, v_num=9, loss/train=0.240, alignment/train=0.0787, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 74%|███████▍ | 348/469 [00:32<00:11, 10.60it/s, v_num=9, loss/train=0.240, alignment/train=0.0787, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 74%|███████▍ | 348/469 [00:32<00:11, 10.60it/s, v_num=9, loss/train=0.257, alignment/train=0.103, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 74%|███████▍ | 349/469 [00:32<00:11, 10.60it/s, v_num=9, loss/train=0.257, alignment/train=0.103, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 74%|███████▍ | 349/469 [00:32<00:11, 10.60it/s, v_num=9, loss/train=0.235, alignment/train=0.0806, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 75%|███████▍ | 350/469 [00:32<00:11, 10.61it/s, v_num=9, loss/train=0.235, alignment/train=0.0806, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 75%|███████▍ | 350/469 [00:32<00:11, 10.61it/s, v_num=9, loss/train=0.259, alignment/train=0.0983, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 75%|███████▍ | 351/469 [00:33<00:11, 10.62it/s, v_num=9, loss/train=0.259, alignment/train=0.0983, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 75%|███████▍ | 351/469 [00:33<00:11, 10.62it/s, v_num=9, loss/train=0.257, alignment/train=0.0916, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 75%|███████▌ | 352/469 [00:33<00:11, 10.64it/s, v_num=9, loss/train=0.257, alignment/train=0.0916, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 75%|███████▌ | 352/469 [00:33<00:11, 10.63it/s, v_num=9, loss/train=0.269, alignment/train=0.0883, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 75%|███████▌ | 353/469 [00:33<00:10, 10.63it/s, v_num=9, loss/train=0.269, alignment/train=0.0883, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 75%|███████▌ | 353/469 [00:33<00:10, 10.63it/s, v_num=9, loss/train=0.226, alignment/train=0.0829, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 75%|███████▌ | 354/469 [00:33<00:10, 10.63it/s, v_num=9, loss/train=0.226, alignment/train=0.0829, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 75%|███████▌ | 354/469 [00:33<00:10, 10.63it/s, v_num=9, loss/train=0.252, alignment/train=0.0881, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 76%|███████▌ | 355/469 [00:33<00:10, 10.61it/s, v_num=9, loss/train=0.252, alignment/train=0.0881, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 76%|███████▌ | 355/469 [00:33<00:10, 10.61it/s, v_num=9, loss/train=0.294, alignment/train=0.0847, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 76%|███████▌ | 356/469 [00:33<00:10, 10.59it/s, v_num=9, loss/train=0.294, alignment/train=0.0847, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 76%|███████▌ | 356/469 [00:33<00:10, 10.59it/s, v_num=9, loss/train=0.348, alignment/train=0.100, uniformity/train=-3.47, contrastive_acc/train=0.984, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 76%|███████▌ | 357/469 [00:33<00:10, 10.61it/s, v_num=9, loss/train=0.348, alignment/train=0.100, uniformity/train=-3.47, contrastive_acc/train=0.984, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 76%|███████▌ | 357/469 [00:33<00:10, 10.60it/s, v_num=9, loss/train=0.252, alignment/train=0.0892, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 76%|███████▋ | 358/469 [00:33<00:10, 10.61it/s, v_num=9, loss/train=0.252, alignment/train=0.0892, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 76%|███████▋ | 358/469 [00:33<00:10, 10.61it/s, v_num=9, loss/train=0.243, alignment/train=0.0885, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 77%|███████▋ | 359/469 [00:33<00:10, 10.61it/s, v_num=9, loss/train=0.243, alignment/train=0.0885, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 77%|███████▋ | 359/469 [00:33<00:10, 10.61it/s, v_num=9, loss/train=0.301, alignment/train=0.101, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 77%|███████▋ | 360/469 [00:33<00:10, 10.61it/s, v_num=9, loss/train=0.301, alignment/train=0.101, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 77%|███████▋ | 360/469 [00:33<00:10, 10.61it/s, v_num=9, loss/train=0.267, alignment/train=0.0919, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 77%|███████▋ | 361/469 [00:34<00:10, 10.61it/s, v_num=9, loss/train=0.267, alignment/train=0.0919, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 77%|███████▋ | 361/469 [00:34<00:10, 10.61it/s, v_num=9, loss/train=0.250, alignment/train=0.0815, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 77%|███████▋ | 362/469 [00:34<00:10, 10.61it/s, v_num=9, loss/train=0.250, alignment/train=0.0815, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 77%|███████▋ | 362/469 [00:34<00:10, 10.61it/s, v_num=9, loss/train=0.274, alignment/train=0.0901, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 77%|███████▋ | 363/469 [00:34<00:09, 10.63it/s, v_num=9, loss/train=0.274, alignment/train=0.0901, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 77%|███████▋ | 363/469 [00:34<00:09, 10.63it/s, v_num=9, loss/train=0.252, alignment/train=0.0814, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 78%|███████▊ | 364/469 [00:34<00:09, 10.64it/s, v_num=9, loss/train=0.252, alignment/train=0.0814, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 78%|███████▊ | 364/469 [00:34<00:09, 10.64it/s, v_num=9, loss/train=0.244, alignment/train=0.0862, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 78%|███████▊ | 365/469 [00:34<00:09, 10.62it/s, v_num=9, loss/train=0.244, alignment/train=0.0862, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 78%|███████▊ | 365/469 [00:34<00:09, 10.62it/s, v_num=9, loss/train=0.264, alignment/train=0.0879, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 78%|███████▊ | 366/469 [00:34<00:09, 10.61it/s, v_num=9, loss/train=0.264, alignment/train=0.0879, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 78%|███████▊ | 366/469 [00:34<00:09, 10.61it/s, v_num=9, loss/train=0.226, alignment/train=0.0865, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 78%|███████▊ | 367/469 [00:34<00:09, 10.62it/s, v_num=9, loss/train=0.226, alignment/train=0.0865, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 78%|███████▊ | 367/469 [00:34<00:09, 10.62it/s, v_num=9, loss/train=0.283, alignment/train=0.0926, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 78%|███████▊ | 368/469 [00:34<00:09, 10.62it/s, v_num=9, loss/train=0.283, alignment/train=0.0926, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 78%|███████▊ | 368/469 [00:34<00:09, 10.62it/s, v_num=9, loss/train=0.305, alignment/train=0.104, uniformity/train=-3.50, contrastive_acc/train=0.984, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 79%|███████▊ | 369/469 [00:34<00:09, 10.63it/s, v_num=9, loss/train=0.305, alignment/train=0.104, uniformity/train=-3.50, contrastive_acc/train=0.984, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 79%|███████▊ | 369/469 [00:34<00:09, 10.63it/s, v_num=9, loss/train=0.276, alignment/train=0.104, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 79%|███████▉ | 370/469 [00:34<00:09, 10.63it/s, v_num=9, loss/train=0.276, alignment/train=0.104, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 79%|███████▉ | 370/469 [00:34<00:09, 10.63it/s, v_num=9, loss/train=0.226, alignment/train=0.0764, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 79%|███████▉ | 371/469 [00:34<00:09, 10.62it/s, v_num=9, loss/train=0.226, alignment/train=0.0764, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 79%|███████▉ | 371/469 [00:34<00:09, 10.62it/s, v_num=9, loss/train=0.242, alignment/train=0.104, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 79%|███████▉ | 372/469 [00:35<00:09, 10.63it/s, v_num=9, loss/train=0.242, alignment/train=0.104, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 79%|███████▉ | 372/469 [00:35<00:09, 10.63it/s, v_num=9, loss/train=0.294, alignment/train=0.0909, uniformity/train=-3.48, contrastive_acc/train=0.984, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 80%|███████▉ | 373/469 [00:35<00:09, 10.63it/s, v_num=9, loss/train=0.294, alignment/train=0.0909, uniformity/train=-3.48, contrastive_acc/train=0.984, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 80%|███████▉ | 373/469 [00:35<00:09, 10.63it/s, v_num=9, loss/train=0.253, alignment/train=0.0784, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 80%|███████▉ | 374/469 [00:35<00:08, 10.63it/s, v_num=9, loss/train=0.253, alignment/train=0.0784, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 80%|███████▉ | 374/469 [00:35<00:08, 10.63it/s, v_num=9, loss/train=0.303, alignment/train=0.0957, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 80%|███████▉ | 375/469 [00:35<00:08, 10.63it/s, v_num=9, loss/train=0.303, alignment/train=0.0957, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 80%|███████▉ | 375/469 [00:35<00:08, 10.63it/s, v_num=9, loss/train=0.229, alignment/train=0.0854, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 80%|████████ | 376/469 [00:35<00:08, 10.64it/s, v_num=9, loss/train=0.229, alignment/train=0.0854, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 80%|████████ | 376/469 [00:35<00:08, 10.64it/s, v_num=9, loss/train=0.275, alignment/train=0.0947, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 80%|████████ | 377/469 [00:35<00:08, 10.64it/s, v_num=9, loss/train=0.275, alignment/train=0.0947, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 80%|████████ | 377/469 [00:35<00:08, 10.64it/s, v_num=9, loss/train=0.269, alignment/train=0.0917, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 81%|████████ | 378/469 [00:35<00:08, 10.63it/s, v_num=9, loss/train=0.269, alignment/train=0.0917, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 81%|████████ | 378/469 [00:35<00:08, 10.63it/s, v_num=9, loss/train=0.322, alignment/train=0.103, uniformity/train=-3.48, contrastive_acc/train=0.984, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 81%|████████ | 379/469 [00:35<00:08, 10.64it/s, v_num=9, loss/train=0.322, alignment/train=0.103, uniformity/train=-3.48, contrastive_acc/train=0.984, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 81%|████████ | 379/469 [00:35<00:08, 10.64it/s, v_num=9, loss/train=0.265, alignment/train=0.0929, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 81%|████████ | 380/469 [00:35<00:08, 10.65it/s, v_num=9, loss/train=0.265, alignment/train=0.0929, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 81%|████████ | 380/469 [00:35<00:08, 10.65it/s, v_num=9, loss/train=0.222, alignment/train=0.0815, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 81%|████████ | 381/469 [00:35<00:08, 10.64it/s, v_num=9, loss/train=0.222, alignment/train=0.0815, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 81%|████████ | 381/469 [00:35<00:08, 10.64it/s, v_num=9, loss/train=0.235, alignment/train=0.0919, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 81%|████████▏ | 382/469 [00:35<00:08, 10.64it/s, v_num=9, loss/train=0.235, alignment/train=0.0919, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 81%|████████▏ | 382/469 [00:35<00:08, 10.64it/s, v_num=9, loss/train=0.260, alignment/train=0.101, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 82%|████████▏ | 383/469 [00:35<00:08, 10.65it/s, v_num=9, loss/train=0.260, alignment/train=0.101, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 82%|████████▏ | 383/469 [00:35<00:08, 10.65it/s, v_num=9, loss/train=0.282, alignment/train=0.0908, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 82%|████████▏ | 384/469 [00:36<00:07, 10.65it/s, v_num=9, loss/train=0.282, alignment/train=0.0908, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 82%|████████▏ | 384/469 [00:36<00:07, 10.65it/s, v_num=9, loss/train=0.260, alignment/train=0.094, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 82%|████████▏ | 385/469 [00:36<00:07, 10.65it/s, v_num=9, loss/train=0.260, alignment/train=0.094, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 82%|████████▏ | 385/469 [00:36<00:07, 10.64it/s, v_num=9, loss/train=0.252, alignment/train=0.0874, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 82%|████████▏ | 386/469 [00:36<00:07, 10.65it/s, v_num=9, loss/train=0.252, alignment/train=0.0874, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 82%|████████▏ | 386/469 [00:36<00:07, 10.65it/s, v_num=9, loss/train=0.217, alignment/train=0.083, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 83%|████████▎ | 387/469 [00:36<00:07, 10.65it/s, v_num=9, loss/train=0.217, alignment/train=0.083, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 83%|████████▎ | 387/469 [00:36<00:07, 10.65it/s, v_num=9, loss/train=0.264, alignment/train=0.0854, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 83%|████████▎ | 388/469 [00:36<00:07, 10.66it/s, v_num=9, loss/train=0.264, alignment/train=0.0854, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 83%|████████▎ | 388/469 [00:36<00:07, 10.66it/s, v_num=9, loss/train=0.324, alignment/train=0.0831, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 83%|████████▎ | 389/469 [00:36<00:07, 10.67it/s, v_num=9, loss/train=0.324, alignment/train=0.0831, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 83%|████████▎ | 389/469 [00:36<00:07, 10.67it/s, v_num=9, loss/train=0.246, alignment/train=0.0937, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 83%|████████▎ | 390/469 [00:36<00:07, 10.64it/s, v_num=9, loss/train=0.246, alignment/train=0.0937, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 83%|████████▎ | 390/469 [00:36<00:07, 10.64it/s, v_num=9, loss/train=0.248, alignment/train=0.0913, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 83%|████████▎ | 391/469 [00:36<00:07, 10.65it/s, v_num=9, loss/train=0.248, alignment/train=0.0913, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 83%|████████▎ | 391/469 [00:36<00:07, 10.65it/s, v_num=9, loss/train=0.317, alignment/train=0.0872, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 84%|████████▎ | 392/469 [00:36<00:07, 10.66it/s, v_num=9, loss/train=0.317, alignment/train=0.0872, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 84%|████████▎ | 392/469 [00:36<00:07, 10.66it/s, v_num=9, loss/train=0.266, alignment/train=0.0829, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 84%|████████▍ | 393/469 [00:36<00:07, 10.65it/s, v_num=9, loss/train=0.266, alignment/train=0.0829, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 84%|████████▍ | 393/469 [00:36<00:07, 10.65it/s, v_num=9, loss/train=0.265, alignment/train=0.089, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 84%|████████▍ | 394/469 [00:36<00:07, 10.66it/s, v_num=9, loss/train=0.265, alignment/train=0.089, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 84%|████████▍ | 394/469 [00:36<00:07, 10.66it/s, v_num=9, loss/train=0.289, alignment/train=0.0928, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 84%|████████▍ | 395/469 [00:37<00:06, 10.66it/s, v_num=9, loss/train=0.289, alignment/train=0.0928, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 84%|████████▍ | 395/469 [00:37<00:06, 10.66it/s, v_num=9, loss/train=0.231, alignment/train=0.0945, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 84%|████████▍ | 396/469 [00:37<00:06, 10.65it/s, v_num=9, loss/train=0.231, alignment/train=0.0945, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 84%|████████▍ | 396/469 [00:37<00:06, 10.65it/s, v_num=9, loss/train=0.278, alignment/train=0.0871, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 85%|████████▍ | 397/469 [00:37<00:06, 10.66it/s, v_num=9, loss/train=0.278, alignment/train=0.0871, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 85%|████████▍ | 397/469 [00:37<00:06, 10.65it/s, v_num=9, loss/train=0.337, alignment/train=0.111, uniformity/train=-3.47, contrastive_acc/train=0.984, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 85%|████████▍ | 398/469 [00:37<00:06, 10.66it/s, v_num=9, loss/train=0.337, alignment/train=0.111, uniformity/train=-3.47, contrastive_acc/train=0.984, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 85%|████████▍ | 398/469 [00:37<00:06, 10.66it/s, v_num=9, loss/train=0.292, alignment/train=0.0906, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 85%|████████▌ | 399/469 [00:37<00:06, 10.66it/s, v_num=9, loss/train=0.292, alignment/train=0.0906, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 85%|████████▌ | 399/469 [00:37<00:06, 10.66it/s, v_num=9, loss/train=0.254, alignment/train=0.0816, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 85%|████████▌ | 400/469 [00:37<00:06, 10.65it/s, v_num=9, loss/train=0.254, alignment/train=0.0816, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 85%|████████▌ | 400/469 [00:37<00:06, 10.65it/s, v_num=9, loss/train=0.251, alignment/train=0.0967, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 86%|████████▌ | 401/469 [00:37<00:06, 10.66it/s, v_num=9, loss/train=0.251, alignment/train=0.0967, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 86%|████████▌ | 401/469 [00:37<00:06, 10.66it/s, v_num=9, loss/train=0.271, alignment/train=0.0877, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 86%|████████▌ | 402/469 [00:37<00:06, 10.67it/s, v_num=9, loss/train=0.271, alignment/train=0.0877, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 86%|████████▌ | 402/469 [00:37<00:06, 10.67it/s, v_num=9, loss/train=0.340, alignment/train=0.0985, uniformity/train=-3.45, contrastive_acc/train=0.973, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 86%|████████▌ | 403/469 [00:37<00:06, 10.68it/s, v_num=9, loss/train=0.340, alignment/train=0.0985, uniformity/train=-3.45, contrastive_acc/train=0.973, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 86%|████████▌ | 403/469 [00:37<00:06, 10.68it/s, v_num=9, loss/train=0.295, alignment/train=0.0923, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 86%|████████▌ | 404/469 [00:37<00:06, 10.69it/s, v_num=9, loss/train=0.295, alignment/train=0.0923, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 86%|████████▌ | 404/469 [00:37<00:06, 10.69it/s, v_num=9, loss/train=0.220, alignment/train=0.0966, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 86%|████████▋ | 405/469 [00:37<00:06, 10.66it/s, v_num=9, loss/train=0.220, alignment/train=0.0966, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 86%|████████▋ | 405/469 [00:37<00:06, 10.66it/s, v_num=9, loss/train=0.277, alignment/train=0.088, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 87%|████████▋ | 406/469 [00:38<00:05, 10.66it/s, v_num=9, loss/train=0.277, alignment/train=0.088, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 87%|████████▋ | 406/469 [00:38<00:05, 10.66it/s, v_num=9, loss/train=0.227, alignment/train=0.0809, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 87%|████████▋ | 407/469 [00:38<00:05, 10.67it/s, v_num=9, loss/train=0.227, alignment/train=0.0809, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 87%|████████▋ | 407/469 [00:38<00:05, 10.67it/s, v_num=9, loss/train=0.256, alignment/train=0.0981, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 87%|████████▋ | 408/469 [00:38<00:05, 10.68it/s, v_num=9, loss/train=0.256, alignment/train=0.0981, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 87%|████████▋ | 408/469 [00:38<00:05, 10.68it/s, v_num=9, loss/train=0.254, alignment/train=0.0914, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 87%|████████▋ | 409/469 [00:38<00:05, 10.68it/s, v_num=9, loss/train=0.254, alignment/train=0.0914, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 87%|████████▋ | 409/469 [00:38<00:05, 10.68it/s, v_num=9, loss/train=0.284, alignment/train=0.0923, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 87%|████████▋ | 410/469 [00:38<00:05, 10.68it/s, v_num=9, loss/train=0.284, alignment/train=0.0923, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 87%|████████▋ | 410/469 [00:38<00:05, 10.68it/s, v_num=9, loss/train=0.262, alignment/train=0.0934, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 88%|████████▊ | 411/469 [00:38<00:05, 10.68it/s, v_num=9, loss/train=0.262, alignment/train=0.0934, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 88%|████████▊ | 411/469 [00:38<00:05, 10.68it/s, v_num=9, loss/train=0.256, alignment/train=0.0909, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 88%|████████▊ | 412/469 [00:38<00:05, 10.68it/s, v_num=9, loss/train=0.256, alignment/train=0.0909, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 88%|████████▊ | 412/469 [00:38<00:05, 10.68it/s, v_num=9, loss/train=0.247, alignment/train=0.0886, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 88%|████████▊ | 413/469 [00:38<00:05, 10.69it/s, v_num=9, loss/train=0.247, alignment/train=0.0886, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 88%|████████▊ | 413/469 [00:38<00:05, 10.69it/s, v_num=9, loss/train=0.224, alignment/train=0.0832, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 88%|████████▊ | 414/469 [00:38<00:05, 10.68it/s, v_num=9, loss/train=0.224, alignment/train=0.0832, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 88%|████████▊ | 414/469 [00:38<00:05, 10.68it/s, v_num=9, loss/train=0.239, alignment/train=0.0955, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 88%|████████▊ | 415/469 [00:38<00:05, 10.67it/s, v_num=9, loss/train=0.239, alignment/train=0.0955, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 88%|████████▊ | 415/469 [00:38<00:05, 10.67it/s, v_num=9, loss/train=0.259, alignment/train=0.0843, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 89%|████████▊ | 416/469 [00:38<00:04, 10.68it/s, v_num=9, loss/train=0.259, alignment/train=0.0843, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 89%|████████▊ | 416/469 [00:38<00:04, 10.68it/s, v_num=9, loss/train=0.267, alignment/train=0.0965, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 89%|████████▉ | 417/469 [00:39<00:04, 10.68it/s, v_num=9, loss/train=0.267, alignment/train=0.0965, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 89%|████████▉ | 417/469 [00:39<00:04, 10.68it/s, v_num=9, loss/train=0.313, alignment/train=0.097, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 89%|████████▉ | 418/469 [00:39<00:04, 10.68it/s, v_num=9, loss/train=0.313, alignment/train=0.097, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 89%|████████▉ | 418/469 [00:39<00:04, 10.68it/s, v_num=9, loss/train=0.271, alignment/train=0.0838, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 89%|████████▉ | 419/469 [00:39<00:04, 10.69it/s, v_num=9, loss/train=0.271, alignment/train=0.0838, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 89%|████████▉ | 419/469 [00:39<00:04, 10.69it/s, v_num=9, loss/train=0.209, alignment/train=0.0891, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 90%|████████▉ | 420/469 [00:39<00:04, 10.68it/s, v_num=9, loss/train=0.209, alignment/train=0.0891, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 90%|████████▉ | 420/469 [00:39<00:04, 10.68it/s, v_num=9, loss/train=0.290, alignment/train=0.0912, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 90%|████████▉ | 421/469 [00:39<00:04, 10.68it/s, v_num=9, loss/train=0.290, alignment/train=0.0912, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 90%|████████▉ | 421/469 [00:39<00:04, 10.68it/s, v_num=9, loss/train=0.261, alignment/train=0.0822, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 90%|████████▉ | 422/469 [00:39<00:04, 10.68it/s, v_num=9, loss/train=0.261, alignment/train=0.0822, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 90%|████████▉ | 422/469 [00:39<00:04, 10.68it/s, v_num=9, loss/train=0.249, alignment/train=0.0747, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 90%|█████████ | 423/469 [00:39<00:04, 10.69it/s, v_num=9, loss/train=0.249, alignment/train=0.0747, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 90%|█████████ | 423/469 [00:39<00:04, 10.69it/s, v_num=9, loss/train=0.226, alignment/train=0.0865, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 90%|█████████ | 424/469 [00:39<00:04, 10.69it/s, v_num=9, loss/train=0.226, alignment/train=0.0865, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 90%|█████████ | 424/469 [00:39<00:04, 10.69it/s, v_num=9, loss/train=0.215, alignment/train=0.0882, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 91%|█████████ | 425/469 [00:39<00:04, 10.71it/s, v_num=9, loss/train=0.215, alignment/train=0.0882, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 91%|█████████ | 425/469 [00:39<00:04, 10.70it/s, v_num=9, loss/train=0.252, alignment/train=0.0955, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 91%|█████████ | 426/469 [00:39<00:04, 10.70it/s, v_num=9, loss/train=0.252, alignment/train=0.0955, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 91%|█████████ | 426/469 [00:39<00:04, 10.70it/s, v_num=9, loss/train=0.318, alignment/train=0.0973, uniformity/train=-3.40, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 91%|█████████ | 427/469 [00:39<00:03, 10.69it/s, v_num=9, loss/train=0.318, alignment/train=0.0973, uniformity/train=-3.40, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 91%|█████████ | 427/469 [00:39<00:03, 10.69it/s, v_num=9, loss/train=0.284, alignment/train=0.112, uniformity/train=-3.49, contrastive_acc/train=0.984, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 91%|█████████▏| 428/469 [00:40<00:03, 10.70it/s, v_num=9, loss/train=0.284, alignment/train=0.112, uniformity/train=-3.49, contrastive_acc/train=0.984, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 91%|█████████▏| 428/469 [00:40<00:03, 10.70it/s, v_num=9, loss/train=0.222, alignment/train=0.0836, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 91%|█████████▏| 429/469 [00:40<00:03, 10.71it/s, v_num=9, loss/train=0.222, alignment/train=0.0836, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 91%|█████████▏| 429/469 [00:40<00:03, 10.71it/s, v_num=9, loss/train=0.259, alignment/train=0.0881, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 92%|█████████▏| 430/469 [00:40<00:03, 10.69it/s, v_num=9, loss/train=0.259, alignment/train=0.0881, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 92%|█████████▏| 430/469 [00:40<00:03, 10.69it/s, v_num=9, loss/train=0.264, alignment/train=0.0947, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 92%|█████████▏| 431/469 [00:40<00:03, 10.70it/s, v_num=9, loss/train=0.264, alignment/train=0.0947, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 92%|█████████▏| 431/469 [00:40<00:03, 10.70it/s, v_num=9, loss/train=0.258, alignment/train=0.081, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 92%|█████████▏| 432/469 [00:40<00:03, 10.71it/s, v_num=9, loss/train=0.258, alignment/train=0.081, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 92%|█████████▏| 432/469 [00:40<00:03, 10.71it/s, v_num=9, loss/train=0.220, alignment/train=0.0853, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 92%|█████████▏| 433/469 [00:40<00:03, 10.71it/s, v_num=9, loss/train=0.220, alignment/train=0.0853, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 92%|█████████▏| 433/469 [00:40<00:03, 10.71it/s, v_num=9, loss/train=0.239, alignment/train=0.0756, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 93%|█████████▎| 434/469 [00:40<00:03, 10.70it/s, v_num=9, loss/train=0.239, alignment/train=0.0756, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 93%|█████████▎| 434/469 [00:40<00:03, 10.70it/s, v_num=9, loss/train=0.256, alignment/train=0.106, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 93%|█████████▎| 435/469 [00:40<00:03, 10.69it/s, v_num=9, loss/train=0.256, alignment/train=0.106, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 93%|█████████▎| 435/469 [00:40<00:03, 10.69it/s, v_num=9, loss/train=0.268, alignment/train=0.107, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 93%|█████████▎| 436/469 [00:40<00:03, 10.70it/s, v_num=9, loss/train=0.268, alignment/train=0.107, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 93%|█████████▎| 436/469 [00:40<00:03, 10.70it/s, v_num=9, loss/train=0.307, alignment/train=0.0969, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 93%|█████████▎| 437/469 [00:40<00:02, 10.70it/s, v_num=9, loss/train=0.307, alignment/train=0.0969, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 93%|█████████▎| 437/469 [00:40<00:02, 10.70it/s, v_num=9, loss/train=0.247, alignment/train=0.0941, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 93%|█████████▎| 438/469 [00:40<00:02, 10.71it/s, v_num=9, loss/train=0.247, alignment/train=0.0941, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 93%|█████████▎| 438/469 [00:40<00:02, 10.71it/s, v_num=9, loss/train=0.318, alignment/train=0.0934, uniformity/train=-3.40, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 94%|█████████▎| 439/469 [00:40<00:02, 10.71it/s, v_num=9, loss/train=0.318, alignment/train=0.0934, uniformity/train=-3.40, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 94%|█████████▎| 439/469 [00:40<00:02, 10.71it/s, v_num=9, loss/train=0.253, alignment/train=0.0922, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 94%|█████████▍| 440/469 [00:41<00:02, 10.71it/s, v_num=9, loss/train=0.253, alignment/train=0.0922, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 94%|█████████▍| 440/469 [00:41<00:02, 10.71it/s, v_num=9, loss/train=0.290, alignment/train=0.0995, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 94%|█████████▍| 441/469 [00:41<00:02, 10.72it/s, v_num=9, loss/train=0.290, alignment/train=0.0995, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 94%|█████████▍| 441/469 [00:41<00:02, 10.72it/s, v_num=9, loss/train=0.237, alignment/train=0.0836, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 94%|█████████▍| 442/469 [00:41<00:02, 10.72it/s, v_num=9, loss/train=0.237, alignment/train=0.0836, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 94%|█████████▍| 442/469 [00:41<00:02, 10.72it/s, v_num=9, loss/train=0.270, alignment/train=0.111, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 94%|█████████▍| 443/469 [00:41<00:02, 10.72it/s, v_num=9, loss/train=0.270, alignment/train=0.111, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 94%|█████████▍| 443/469 [00:41<00:02, 10.72it/s, v_num=9, loss/train=0.275, alignment/train=0.0893, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 95%|█████████▍| 444/469 [00:41<00:02, 10.71it/s, v_num=9, loss/train=0.275, alignment/train=0.0893, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 95%|█████████▍| 444/469 [00:41<00:02, 10.71it/s, v_num=9, loss/train=0.323, alignment/train=0.0973, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 95%|█████████▍| 445/469 [00:41<00:02, 10.71it/s, v_num=9, loss/train=0.323, alignment/train=0.0973, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 95%|█████████▍| 445/469 [00:41<00:02, 10.71it/s, v_num=9, loss/train=0.337, alignment/train=0.109, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 95%|█████████▌| 446/469 [00:41<00:02, 10.72it/s, v_num=9, loss/train=0.337, alignment/train=0.109, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 95%|█████████▌| 446/469 [00:41<00:02, 10.72it/s, v_num=9, loss/train=0.289, alignment/train=0.0858, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 95%|█████████▌| 447/469 [00:41<00:02, 10.73it/s, v_num=9, loss/train=0.289, alignment/train=0.0858, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 95%|█████████▌| 447/469 [00:41<00:02, 10.73it/s, v_num=9, loss/train=0.301, alignment/train=0.092, uniformity/train=-3.46, contrastive_acc/train=0.977, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 96%|█████████▌| 448/469 [00:41<00:01, 10.71it/s, v_num=9, loss/train=0.301, alignment/train=0.092, uniformity/train=-3.46, contrastive_acc/train=0.977, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 96%|█████████▌| 448/469 [00:41<00:01, 10.71it/s, v_num=9, loss/train=0.289, alignment/train=0.0963, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 96%|█████████▌| 449/469 [00:41<00:01, 10.71it/s, v_num=9, loss/train=0.289, alignment/train=0.0963, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 96%|█████████▌| 449/469 [00:41<00:01, 10.71it/s, v_num=9, loss/train=0.278, alignment/train=0.0763, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 96%|█████████▌| 450/469 [00:41<00:01, 10.72it/s, v_num=9, loss/train=0.278, alignment/train=0.0763, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 96%|█████████▌| 450/469 [00:41<00:01, 10.72it/s, v_num=9, loss/train=0.287, alignment/train=0.0917, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 96%|█████████▌| 451/469 [00:42<00:01, 10.73it/s, v_num=9, loss/train=0.287, alignment/train=0.0917, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 96%|█████████▌| 451/469 [00:42<00:01, 10.73it/s, v_num=9, loss/train=0.308, alignment/train=0.104, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 96%|█████████▋| 452/469 [00:42<00:01, 10.75it/s, v_num=9, loss/train=0.308, alignment/train=0.104, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 96%|█████████▋| 452/469 [00:42<00:01, 10.75it/s, v_num=9, loss/train=0.267, alignment/train=0.0995, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 97%|█████████▋| 453/469 [00:42<00:01, 10.76it/s, v_num=9, loss/train=0.267, alignment/train=0.0995, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 97%|█████████▋| 453/469 [00:42<00:01, 10.76it/s, v_num=9, loss/train=0.254, alignment/train=0.0951, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 97%|█████████▋| 454/469 [00:42<00:01, 10.78it/s, v_num=9, loss/train=0.254, alignment/train=0.0951, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 97%|█████████▋| 454/469 [00:42<00:01, 10.78it/s, v_num=9, loss/train=0.260, alignment/train=0.0949, uniformity/train=-3.42, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 97%|█████████▋| 455/469 [00:42<00:01, 10.79it/s, v_num=9, loss/train=0.260, alignment/train=0.0949, uniformity/train=-3.42, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 97%|█████████▋| 455/469 [00:42<00:01, 10.79it/s, v_num=9, loss/train=0.293, alignment/train=0.0944, uniformity/train=-3.41, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 97%|█████████▋| 456/469 [00:42<00:01, 10.80it/s, v_num=9, loss/train=0.293, alignment/train=0.0944, uniformity/train=-3.41, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 97%|█████████▋| 456/469 [00:42<00:01, 10.80it/s, v_num=9, loss/train=0.261, alignment/train=0.0864, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 97%|█████████▋| 457/469 [00:42<00:01, 10.82it/s, v_num=9, loss/train=0.261, alignment/train=0.0864, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 97%|█████████▋| 457/469 [00:42<00:01, 10.82it/s, v_num=9, loss/train=0.271, alignment/train=0.0724, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 98%|█████████▊| 458/469 [00:42<00:01, 10.83it/s, v_num=9, loss/train=0.271, alignment/train=0.0724, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 98%|█████████▊| 458/469 [00:42<00:01, 10.83it/s, v_num=9, loss/train=0.291, alignment/train=0.085, uniformity/train=-3.42, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 98%|█████████▊| 459/469 [00:42<00:00, 10.85it/s, v_num=9, loss/train=0.291, alignment/train=0.085, uniformity/train=-3.42, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 98%|█████████▊| 459/469 [00:42<00:00, 10.85it/s, v_num=9, loss/train=0.317, alignment/train=0.0998, uniformity/train=-3.43, contrastive_acc/train=0.984, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 98%|█████████▊| 460/469 [00:42<00:00, 10.86it/s, v_num=9, loss/train=0.317, alignment/train=0.0998, uniformity/train=-3.43, contrastive_acc/train=0.984, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 98%|█████████▊| 460/469 [00:42<00:00, 10.86it/s, v_num=9, loss/train=0.322, alignment/train=0.0901, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 98%|█████████▊| 461/469 [00:42<00:00, 10.87it/s, v_num=9, loss/train=0.322, alignment/train=0.0901, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 98%|█████████▊| 461/469 [00:42<00:00, 10.87it/s, v_num=9, loss/train=0.310, alignment/train=0.103, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 99%|█████████▊| 462/469 [00:42<00:00, 10.89it/s, v_num=9, loss/train=0.310, alignment/train=0.103, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 99%|█████████▊| 462/469 [00:42<00:00, 10.89it/s, v_num=9, loss/train=0.275, alignment/train=0.0988, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 99%|█████████▊| 463/469 [00:42<00:00, 10.90it/s, v_num=9, loss/train=0.275, alignment/train=0.0988, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 99%|█████████▊| 463/469 [00:42<00:00, 10.90it/s, v_num=9, loss/train=0.245, alignment/train=0.0928, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 99%|█████████▉| 464/469 [00:42<00:00, 10.92it/s, v_num=9, loss/train=0.245, alignment/train=0.0928, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 99%|█████████▉| 464/469 [00:42<00:00, 10.92it/s, v_num=9, loss/train=0.264, alignment/train=0.0884, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 99%|█████████▉| 465/469 [00:42<00:00, 10.93it/s, v_num=9, loss/train=0.264, alignment/train=0.0884, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 99%|█████████▉| 465/469 [00:42<00:00, 10.93it/s, v_num=9, loss/train=0.243, alignment/train=0.0841, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 99%|█████████▉| 466/469 [00:42<00:00, 10.95it/s, v_num=9, loss/train=0.243, alignment/train=0.0841, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 99%|█████████▉| 466/469 [00:42<00:00, 10.95it/s, v_num=9, loss/train=0.283, alignment/train=0.0989, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 100%|█████████▉| 467/469 [00:42<00:00, 10.96it/s, v_num=9, loss/train=0.283, alignment/train=0.0989, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 100%|█████████▉| 467/469 [00:42<00:00, 10.96it/s, v_num=9, loss/train=0.301, alignment/train=0.097, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 100%|█████████▉| 468/469 [00:42<00:00, 10.97it/s, v_num=9, loss/train=0.301, alignment/train=0.097, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 100%|█████████▉| 468/469 [00:42<00:00, 10.97it/s, v_num=9, loss/train=0.220, alignment/train=0.0758, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 100%|██████████| 469/469 [00:42<00:00, 10.98it/s, v_num=9, loss/train=0.220, alignment/train=0.0758, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 100%|██████████| 469/469 [00:42<00:00, 10.98it/s, v_num=9, loss/train=0.250, alignment/train=0.109, uniformity/train=-3.46, contrastive_acc/train=0.990, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
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Epoch 7: 100%|██████████| 469/469 [00:49<00:00, 9.42it/s, v_num=9, loss/train=0.250, alignment/train=0.109, uniformity/train=-3.46, contrastive_acc/train=0.990, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 7: 100%|██████████| 469/469 [00:49<00:00, 9.42it/s, v_num=9, loss/train=0.250, alignment/train=0.109, uniformity/train=-3.46, contrastive_acc/train=0.990, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 7: 0%| | 0/469 [00:00<?, ?it/s, v_num=9, loss/train=0.250, alignment/train=0.109, uniformity/train=-3.46, contrastive_acc/train=0.990, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 0%| | 0/469 [00:00<?, ?it/s, v_num=9, loss/train=0.250, alignment/train=0.109, uniformity/train=-3.46, contrastive_acc/train=0.990, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 0%| | 1/469 [00:01<13:12, 0.59it/s, v_num=9, loss/train=0.250, alignment/train=0.109, uniformity/train=-3.46, contrastive_acc/train=0.990, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 0%| | 1/469 [00:01<13:13, 0.59it/s, v_num=9, loss/train=0.233, alignment/train=0.0914, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 0%| | 2/469 [00:01<06:49, 1.14it/s, v_num=9, loss/train=0.233, alignment/train=0.0914, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 0%| | 2/469 [00:01<06:49, 1.14it/s, v_num=9, loss/train=0.267, alignment/train=0.0846, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 1%| | 3/469 [00:01<04:41, 1.66it/s, v_num=9, loss/train=0.267, alignment/train=0.0846, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 1%| | 3/469 [00:01<04:41, 1.66it/s, v_num=9, loss/train=0.226, alignment/train=0.0846, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 1%| | 4/469 [00:01<03:40, 2.11it/s, v_num=9, loss/train=0.226, alignment/train=0.0846, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 1%| | 4/469 [00:01<03:40, 2.11it/s, v_num=9, loss/train=0.249, alignment/train=0.0936, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 1%| | 5/469 [00:01<03:01, 2.56it/s, v_num=9, loss/train=0.249, alignment/train=0.0936, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 1%| | 5/469 [00:01<03:01, 2.56it/s, v_num=9, loss/train=0.297, alignment/train=0.0846, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 1%|▏ | 6/469 [00:02<02:39, 2.91it/s, v_num=9, loss/train=0.297, alignment/train=0.0846, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 1%|▏ | 6/469 [00:02<02:39, 2.90it/s, v_num=9, loss/train=0.372, alignment/train=0.0939, uniformity/train=-3.36, contrastive_acc/train=0.984, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 1%|▏ | 7/469 [00:02<02:24, 3.20it/s, v_num=9, loss/train=0.372, alignment/train=0.0939, uniformity/train=-3.36, contrastive_acc/train=0.984, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 1%|▏ | 7/469 [00:02<02:24, 3.19it/s, v_num=9, loss/train=0.311, alignment/train=0.0991, uniformity/train=-3.45, contrastive_acc/train=0.977, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 2%|▏ | 8/469 [00:02<02:13, 3.46it/s, v_num=9, loss/train=0.311, alignment/train=0.0991, uniformity/train=-3.45, contrastive_acc/train=0.977, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 2%|▏ | 8/469 [00:02<02:13, 3.46it/s, v_num=9, loss/train=0.219, alignment/train=0.0936, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 2%|▏ | 9/469 [00:02<02:02, 3.76it/s, v_num=9, loss/train=0.219, alignment/train=0.0936, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 2%|▏ | 9/469 [00:02<02:02, 3.76it/s, v_num=9, loss/train=0.232, alignment/train=0.0889, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 2%|▏ | 10/469 [00:02<01:52, 4.08it/s, v_num=9, loss/train=0.232, alignment/train=0.0889, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 2%|▏ | 10/469 [00:02<01:52, 4.08it/s, v_num=9, loss/train=0.258, alignment/train=0.0819, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 2%|▏ | 11/469 [00:02<01:48, 4.24it/s, v_num=9, loss/train=0.258, alignment/train=0.0819, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 2%|▏ | 11/469 [00:02<01:48, 4.24it/s, v_num=9, loss/train=0.257, alignment/train=0.0986, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 3%|▎ | 12/469 [00:02<01:42, 4.48it/s, v_num=9, loss/train=0.257, alignment/train=0.0986, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 3%|▎ | 12/469 [00:02<01:42, 4.48it/s, v_num=9, loss/train=0.246, alignment/train=0.0985, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 3%|▎ | 13/469 [00:02<01:35, 4.75it/s, v_num=9, loss/train=0.246, alignment/train=0.0985, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 3%|▎ | 13/469 [00:02<01:36, 4.75it/s, v_num=9, loss/train=0.291, alignment/train=0.0779, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 3%|▎ | 14/469 [00:02<01:30, 5.01it/s, v_num=9, loss/train=0.291, alignment/train=0.0779, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 3%|▎ | 14/469 [00:02<01:30, 5.01it/s, v_num=9, loss/train=0.219, alignment/train=0.0911, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 3%|▎ | 15/469 [00:02<01:26, 5.26it/s, v_num=9, loss/train=0.219, alignment/train=0.0911, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 3%|▎ | 15/469 [00:02<01:26, 5.26it/s, v_num=9, loss/train=0.244, alignment/train=0.0776, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 3%|▎ | 16/469 [00:02<01:22, 5.50it/s, v_num=9, loss/train=0.244, alignment/train=0.0776, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 3%|▎ | 16/469 [00:02<01:22, 5.50it/s, v_num=9, loss/train=0.232, alignment/train=0.0874, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 4%|▎ | 17/469 [00:03<01:21, 5.58it/s, v_num=9, loss/train=0.232, alignment/train=0.0874, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 4%|▎ | 17/469 [00:03<01:21, 5.57it/s, v_num=9, loss/train=0.259, alignment/train=0.086, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 4%|▍ | 18/469 [00:03<01:20, 5.61it/s, v_num=9, loss/train=0.259, alignment/train=0.086, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 4%|▍ | 18/469 [00:03<01:20, 5.61it/s, v_num=9, loss/train=0.259, alignment/train=0.0864, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 4%|▍ | 19/469 [00:03<01:18, 5.74it/s, v_num=9, loss/train=0.259, alignment/train=0.0864, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 4%|▍ | 19/469 [00:03<01:18, 5.74it/s, v_num=9, loss/train=0.283, alignment/train=0.111, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 4%|▍ | 20/469 [00:03<01:16, 5.88it/s, v_num=9, loss/train=0.283, alignment/train=0.111, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 4%|▍ | 20/469 [00:03<01:16, 5.87it/s, v_num=9, loss/train=0.292, alignment/train=0.0875, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 4%|▍ | 21/469 [00:03<01:13, 6.06it/s, v_num=9, loss/train=0.292, alignment/train=0.0875, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 4%|▍ | 21/469 [00:03<01:13, 6.06it/s, v_num=9, loss/train=0.238, alignment/train=0.0853, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 5%|▍ | 22/469 [00:03<01:11, 6.25it/s, v_num=9, loss/train=0.238, alignment/train=0.0853, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 5%|▍ | 22/469 [00:03<01:11, 6.25it/s, v_num=9, loss/train=0.228, alignment/train=0.0956, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 5%|▍ | 23/469 [00:03<01:10, 6.35it/s, v_num=9, loss/train=0.228, alignment/train=0.0956, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 5%|▍ | 23/469 [00:03<01:10, 6.34it/s, v_num=9, loss/train=0.270, alignment/train=0.0847, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 5%|▌ | 24/469 [00:03<01:10, 6.31it/s, v_num=9, loss/train=0.270, alignment/train=0.0847, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 5%|▌ | 24/469 [00:03<01:10, 6.31it/s, v_num=9, loss/train=0.252, alignment/train=0.0854, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 5%|▌ | 25/469 [00:03<01:08, 6.47it/s, v_num=9, loss/train=0.252, alignment/train=0.0854, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 5%|▌ | 25/469 [00:03<01:08, 6.47it/s, v_num=9, loss/train=0.255, alignment/train=0.0904, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 6%|▌ | 26/469 [00:03<01:06, 6.61it/s, v_num=9, loss/train=0.255, alignment/train=0.0904, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 6%|▌ | 26/469 [00:03<01:06, 6.61it/s, v_num=9, loss/train=0.245, alignment/train=0.0798, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 6%|▌ | 27/469 [00:04<01:06, 6.69it/s, v_num=9, loss/train=0.245, alignment/train=0.0798, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 6%|▌ | 27/469 [00:04<01:06, 6.69it/s, v_num=9, loss/train=0.291, alignment/train=0.0955, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 6%|▌ | 28/469 [00:04<01:05, 6.77it/s, v_num=9, loss/train=0.291, alignment/train=0.0955, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 6%|▌ | 28/469 [00:04<01:05, 6.77it/s, v_num=9, loss/train=0.231, alignment/train=0.0867, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 6%|▌ | 29/469 [00:04<01:03, 6.89it/s, v_num=9, loss/train=0.231, alignment/train=0.0867, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 6%|▌ | 29/469 [00:04<01:03, 6.88it/s, v_num=9, loss/train=0.216, alignment/train=0.0869, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 6%|▋ | 30/469 [00:04<01:02, 6.99it/s, v_num=9, loss/train=0.216, alignment/train=0.0869, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 6%|▋ | 30/469 [00:04<01:02, 6.98it/s, v_num=9, loss/train=0.265, alignment/train=0.107, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 7%|▋ | 31/469 [00:04<01:01, 7.12it/s, v_num=9, loss/train=0.265, alignment/train=0.107, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 7%|▋ | 31/469 [00:04<01:01, 7.12it/s, v_num=9, loss/train=0.220, alignment/train=0.0933, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 7%|▋ | 32/469 [00:04<01:00, 7.24it/s, v_num=9, loss/train=0.220, alignment/train=0.0933, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 7%|▋ | 32/469 [00:04<01:00, 7.24it/s, v_num=9, loss/train=0.263, alignment/train=0.0854, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 7%|▋ | 33/469 [00:04<01:00, 7.26it/s, v_num=9, loss/train=0.263, alignment/train=0.0854, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 7%|▋ | 33/469 [00:04<01:00, 7.26it/s, v_num=9, loss/train=0.244, alignment/train=0.0914, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 7%|▋ | 34/469 [00:04<01:00, 7.25it/s, v_num=9, loss/train=0.244, alignment/train=0.0914, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 7%|▋ | 34/469 [00:04<01:00, 7.25it/s, v_num=9, loss/train=0.318, alignment/train=0.0979, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 7%|▋ | 35/469 [00:04<00:58, 7.37it/s, v_num=9, loss/train=0.318, alignment/train=0.0979, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 7%|▋ | 35/469 [00:04<00:58, 7.37it/s, v_num=9, loss/train=0.248, alignment/train=0.0945, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 8%|▊ | 36/469 [00:04<00:57, 7.49it/s, v_num=9, loss/train=0.248, alignment/train=0.0945, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 8%|▊ | 36/469 [00:04<00:57, 7.49it/s, v_num=9, loss/train=0.266, alignment/train=0.0985, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 8%|▊ | 37/469 [00:04<00:57, 7.55it/s, v_num=9, loss/train=0.266, alignment/train=0.0985, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 8%|▊ | 37/469 [00:04<00:57, 7.55it/s, v_num=9, loss/train=0.260, alignment/train=0.0861, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 8%|▊ | 38/469 [00:05<00:56, 7.59it/s, v_num=9, loss/train=0.260, alignment/train=0.0861, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 8%|▊ | 38/469 [00:05<00:56, 7.59it/s, v_num=9, loss/train=0.275, alignment/train=0.0898, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 8%|▊ | 39/469 [00:05<00:56, 7.60it/s, v_num=9, loss/train=0.275, alignment/train=0.0898, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 8%|▊ | 39/469 [00:05<00:56, 7.60it/s, v_num=9, loss/train=0.268, alignment/train=0.0935, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 9%|▊ | 40/469 [00:05<00:55, 7.71it/s, v_num=9, loss/train=0.268, alignment/train=0.0935, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 9%|▊ | 40/469 [00:05<00:55, 7.71it/s, v_num=9, loss/train=0.249, alignment/train=0.0894, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 9%|▊ | 41/469 [00:05<00:55, 7.78it/s, v_num=9, loss/train=0.249, alignment/train=0.0894, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 9%|▊ | 41/469 [00:05<00:55, 7.77it/s, v_num=9, loss/train=0.208, alignment/train=0.111, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 9%|▉ | 42/469 [00:05<00:54, 7.81it/s, v_num=9, loss/train=0.208, alignment/train=0.111, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 9%|▉ | 42/469 [00:05<00:54, 7.81it/s, v_num=9, loss/train=0.247, alignment/train=0.0883, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 9%|▉ | 43/469 [00:05<00:53, 7.91it/s, v_num=9, loss/train=0.247, alignment/train=0.0883, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 9%|▉ | 43/469 [00:05<00:53, 7.91it/s, v_num=9, loss/train=0.254, alignment/train=0.0994, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 9%|▉ | 44/469 [00:05<00:53, 7.98it/s, v_num=9, loss/train=0.254, alignment/train=0.0994, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 9%|▉ | 44/469 [00:05<00:53, 7.98it/s, v_num=9, loss/train=0.277, alignment/train=0.0931, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 10%|▉ | 45/469 [00:05<00:52, 8.08it/s, v_num=9, loss/train=0.277, alignment/train=0.0931, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 10%|▉ | 45/469 [00:05<00:52, 8.08it/s, v_num=9, loss/train=0.247, alignment/train=0.0907, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 10%|▉ | 46/469 [00:05<00:51, 8.17it/s, v_num=9, loss/train=0.247, alignment/train=0.0907, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 10%|▉ | 46/469 [00:05<00:51, 8.17it/s, v_num=9, loss/train=0.265, alignment/train=0.0809, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 10%|█ | 47/469 [00:05<00:51, 8.19it/s, v_num=9, loss/train=0.265, alignment/train=0.0809, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 10%|█ | 47/469 [00:05<00:51, 8.19it/s, v_num=9, loss/train=0.263, alignment/train=0.0878, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 10%|█ | 48/469 [00:05<00:52, 8.09it/s, v_num=9, loss/train=0.263, alignment/train=0.0878, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 10%|█ | 48/469 [00:05<00:52, 8.09it/s, v_num=9, loss/train=0.300, alignment/train=0.100, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 10%|█ | 49/469 [00:05<00:51, 8.17it/s, v_num=9, loss/train=0.300, alignment/train=0.100, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 10%|█ | 49/469 [00:05<00:51, 8.17it/s, v_num=9, loss/train=0.279, alignment/train=0.0942, uniformity/train=-3.51, contrastive_acc/train=0.988, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 11%|█ | 50/469 [00:06<00:50, 8.23it/s, v_num=9, loss/train=0.279, alignment/train=0.0942, uniformity/train=-3.51, contrastive_acc/train=0.988, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 11%|█ | 50/469 [00:06<00:50, 8.23it/s, v_num=9, loss/train=0.270, alignment/train=0.101, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 11%|█ | 51/469 [00:06<00:50, 8.32it/s, v_num=9, loss/train=0.270, alignment/train=0.101, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 11%|█ | 51/469 [00:06<00:50, 8.32it/s, v_num=9, loss/train=0.327, alignment/train=0.0962, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 11%|█ | 52/469 [00:06<00:49, 8.40it/s, v_num=9, loss/train=0.327, alignment/train=0.0962, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 11%|█ | 52/469 [00:06<00:49, 8.40it/s, v_num=9, loss/train=0.252, alignment/train=0.0806, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 11%|█▏ | 53/469 [00:06<00:49, 8.40it/s, v_num=9, loss/train=0.252, alignment/train=0.0806, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 11%|█▏ | 53/469 [00:06<00:49, 8.40it/s, v_num=9, loss/train=0.247, alignment/train=0.0763, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 12%|█▏ | 54/469 [00:06<00:49, 8.43it/s, v_num=9, loss/train=0.247, alignment/train=0.0763, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 12%|█▏ | 54/469 [00:06<00:49, 8.43it/s, v_num=9, loss/train=0.307, alignment/train=0.0949, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 12%|█▏ | 55/469 [00:06<00:48, 8.51it/s, v_num=9, loss/train=0.307, alignment/train=0.0949, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 12%|█▏ | 55/469 [00:06<00:48, 8.51it/s, v_num=9, loss/train=0.245, alignment/train=0.0915, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 12%|█▏ | 56/469 [00:06<00:48, 8.58it/s, v_num=9, loss/train=0.245, alignment/train=0.0915, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 12%|█▏ | 56/469 [00:06<00:48, 8.58it/s, v_num=9, loss/train=0.232, alignment/train=0.0998, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 12%|█▏ | 57/469 [00:06<00:47, 8.60it/s, v_num=9, loss/train=0.232, alignment/train=0.0998, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 12%|█▏ | 57/469 [00:06<00:47, 8.60it/s, v_num=9, loss/train=0.292, alignment/train=0.104, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 12%|█▏ | 58/469 [00:06<00:47, 8.60it/s, v_num=9, loss/train=0.292, alignment/train=0.104, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 12%|█▏ | 58/469 [00:06<00:47, 8.60it/s, v_num=9, loss/train=0.283, alignment/train=0.0888, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 13%|█▎ | 59/469 [00:06<00:48, 8.53it/s, v_num=9, loss/train=0.283, alignment/train=0.0888, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 13%|█▎ | 59/469 [00:06<00:48, 8.53it/s, v_num=9, loss/train=0.310, alignment/train=0.104, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 13%|█▎ | 60/469 [00:06<00:47, 8.60it/s, v_num=9, loss/train=0.310, alignment/train=0.104, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 13%|█▎ | 60/469 [00:06<00:47, 8.60it/s, v_num=9, loss/train=0.281, alignment/train=0.0896, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 13%|█▎ | 61/469 [00:07<00:47, 8.67it/s, v_num=9, loss/train=0.281, alignment/train=0.0896, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 13%|█▎ | 61/469 [00:07<00:47, 8.67it/s, v_num=9, loss/train=0.285, alignment/train=0.0873, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 13%|█▎ | 62/469 [00:07<00:46, 8.74it/s, v_num=9, loss/train=0.285, alignment/train=0.0873, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 13%|█▎ | 62/469 [00:07<00:46, 8.74it/s, v_num=9, loss/train=0.279, alignment/train=0.0989, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 13%|█▎ | 63/469 [00:07<00:46, 8.70it/s, v_num=9, loss/train=0.279, alignment/train=0.0989, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 13%|█▎ | 63/469 [00:07<00:46, 8.70it/s, v_num=9, loss/train=0.256, alignment/train=0.0963, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 14%|█▎ | 64/469 [00:07<00:46, 8.76it/s, v_num=9, loss/train=0.256, alignment/train=0.0963, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 14%|█▎ | 64/469 [00:07<00:46, 8.76it/s, v_num=9, loss/train=0.249, alignment/train=0.0811, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 14%|█▍ | 65/469 [00:07<00:46, 8.77it/s, v_num=9, loss/train=0.249, alignment/train=0.0811, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 14%|█▍ | 65/469 [00:07<00:46, 8.77it/s, v_num=9, loss/train=0.242, alignment/train=0.0852, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 14%|█▍ | 66/469 [00:07<00:45, 8.84it/s, v_num=9, loss/train=0.242, alignment/train=0.0852, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 14%|█▍ | 66/469 [00:07<00:45, 8.84it/s, v_num=9, loss/train=0.275, alignment/train=0.0882, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 14%|█▍ | 67/469 [00:07<00:45, 8.86it/s, v_num=9, loss/train=0.275, alignment/train=0.0882, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 14%|█▍ | 67/469 [00:07<00:45, 8.86it/s, v_num=9, loss/train=0.247, alignment/train=0.0823, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 14%|█▍ | 68/469 [00:07<00:45, 8.80it/s, v_num=9, loss/train=0.247, alignment/train=0.0823, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 14%|█▍ | 68/469 [00:07<00:45, 8.80it/s, v_num=9, loss/train=0.289, alignment/train=0.0935, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 15%|█▍ | 69/469 [00:07<00:45, 8.86it/s, v_num=9, loss/train=0.289, alignment/train=0.0935, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 15%|█▍ | 69/469 [00:07<00:45, 8.86it/s, v_num=9, loss/train=0.223, alignment/train=0.0893, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 15%|█▍ | 70/469 [00:07<00:44, 8.92it/s, v_num=9, loss/train=0.223, alignment/train=0.0893, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 15%|█▍ | 70/469 [00:07<00:44, 8.92it/s, v_num=9, loss/train=0.257, alignment/train=0.0835, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 15%|█▌ | 71/469 [00:07<00:44, 8.93it/s, v_num=9, loss/train=0.257, alignment/train=0.0835, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 15%|█▌ | 71/469 [00:07<00:44, 8.93it/s, v_num=9, loss/train=0.236, alignment/train=0.0937, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 15%|█▌ | 72/469 [00:08<00:44, 8.99it/s, v_num=9, loss/train=0.236, alignment/train=0.0937, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 15%|█▌ | 72/469 [00:08<00:44, 8.99it/s, v_num=9, loss/train=0.278, alignment/train=0.0993, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 16%|█▌ | 73/469 [00:08<00:44, 9.00it/s, v_num=9, loss/train=0.278, alignment/train=0.0993, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 16%|█▌ | 73/469 [00:08<00:44, 9.00it/s, v_num=9, loss/train=0.259, alignment/train=0.0933, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 16%|█▌ | 74/469 [00:08<00:44, 8.97it/s, v_num=9, loss/train=0.259, alignment/train=0.0933, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 16%|█▌ | 74/469 [00:08<00:44, 8.97it/s, v_num=9, loss/train=0.274, alignment/train=0.0968, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 16%|█▌ | 75/469 [00:08<00:43, 9.03it/s, v_num=9, loss/train=0.274, alignment/train=0.0968, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 16%|█▌ | 75/469 [00:08<00:43, 9.03it/s, v_num=9, loss/train=0.264, alignment/train=0.101, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 16%|█▌ | 76/469 [00:08<00:43, 9.08it/s, v_num=9, loss/train=0.264, alignment/train=0.101, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 16%|█▌ | 76/469 [00:08<00:43, 9.08it/s, v_num=9, loss/train=0.246, alignment/train=0.0904, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 16%|█▋ | 77/469 [00:08<00:43, 9.02it/s, v_num=9, loss/train=0.246, alignment/train=0.0904, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 16%|█▋ | 77/469 [00:08<00:43, 9.02it/s, v_num=9, loss/train=0.248, alignment/train=0.090, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 17%|█▋ | 78/469 [00:08<00:43, 9.08it/s, v_num=9, loss/train=0.248, alignment/train=0.090, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 17%|█▋ | 78/469 [00:08<00:43, 9.08it/s, v_num=9, loss/train=0.199, alignment/train=0.0802, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 17%|█▋ | 79/469 [00:08<00:42, 9.13it/s, v_num=9, loss/train=0.199, alignment/train=0.0802, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 17%|█▋ | 79/469 [00:08<00:42, 9.13it/s, v_num=9, loss/train=0.248, alignment/train=0.0827, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 17%|█▋ | 80/469 [00:08<00:42, 9.12it/s, v_num=9, loss/train=0.248, alignment/train=0.0827, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 17%|█▋ | 80/469 [00:08<00:42, 9.12it/s, v_num=9, loss/train=0.234, alignment/train=0.0806, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 17%|█▋ | 81/469 [00:08<00:42, 9.17it/s, v_num=9, loss/train=0.234, alignment/train=0.0806, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 17%|█▋ | 81/469 [00:08<00:42, 9.17it/s, v_num=9, loss/train=0.260, alignment/train=0.0944, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 17%|█▋ | 82/469 [00:08<00:42, 9.18it/s, v_num=9, loss/train=0.260, alignment/train=0.0944, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 17%|█▋ | 82/469 [00:08<00:42, 9.18it/s, v_num=9, loss/train=0.265, alignment/train=0.098, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 18%|█▊ | 83/469 [00:09<00:41, 9.19it/s, v_num=9, loss/train=0.265, alignment/train=0.098, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 18%|█▊ | 83/469 [00:09<00:41, 9.19it/s, v_num=9, loss/train=0.250, alignment/train=0.0836, uniformity/train=-3.51, contrastive_acc/train=0.988, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 18%|█▊ | 84/469 [00:09<00:41, 9.21it/s, v_num=9, loss/train=0.250, alignment/train=0.0836, uniformity/train=-3.51, contrastive_acc/train=0.988, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 18%|█▊ | 84/469 [00:09<00:41, 9.21it/s, v_num=9, loss/train=0.218, alignment/train=0.0922, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 18%|█▊ | 85/469 [00:09<00:41, 9.26it/s, v_num=9, loss/train=0.218, alignment/train=0.0922, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 18%|█▊ | 85/469 [00:09<00:41, 9.26it/s, v_num=9, loss/train=0.221, alignment/train=0.0732, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 18%|█▊ | 86/469 [00:09<00:41, 9.27it/s, v_num=9, loss/train=0.221, alignment/train=0.0732, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 18%|█▊ | 86/469 [00:09<00:41, 9.27it/s, v_num=9, loss/train=0.241, alignment/train=0.0925, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 19%|█▊ | 87/469 [00:09<00:41, 9.27it/s, v_num=9, loss/train=0.241, alignment/train=0.0925, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 19%|█▊ | 87/469 [00:09<00:41, 9.27it/s, v_num=9, loss/train=0.221, alignment/train=0.0853, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 19%|█▉ | 88/469 [00:09<00:41, 9.28it/s, v_num=9, loss/train=0.221, alignment/train=0.0853, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 19%|█▉ | 88/469 [00:09<00:41, 9.28it/s, v_num=9, loss/train=0.233, alignment/train=0.0908, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 19%|█▉ | 89/469 [00:09<00:40, 9.31it/s, v_num=9, loss/train=0.233, alignment/train=0.0908, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 19%|█▉ | 89/469 [00:09<00:40, 9.30it/s, v_num=9, loss/train=0.281, alignment/train=0.0975, uniformity/train=-3.50, contrastive_acc/train=0.973, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 19%|█▉ | 90/469 [00:09<00:40, 9.34it/s, v_num=9, loss/train=0.281, alignment/train=0.0975, uniformity/train=-3.50, contrastive_acc/train=0.973, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 19%|█▉ | 90/469 [00:09<00:40, 9.34it/s, v_num=9, loss/train=0.281, alignment/train=0.0942, uniformity/train=-3.51, contrastive_acc/train=0.977, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 19%|█▉ | 91/469 [00:09<00:40, 9.38it/s, v_num=9, loss/train=0.281, alignment/train=0.0942, uniformity/train=-3.51, contrastive_acc/train=0.977, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 19%|█▉ | 91/469 [00:09<00:40, 9.38it/s, v_num=9, loss/train=0.267, alignment/train=0.086, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 20%|█▉ | 92/469 [00:09<00:40, 9.42it/s, v_num=9, loss/train=0.267, alignment/train=0.086, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 20%|█▉ | 92/469 [00:09<00:40, 9.42it/s, v_num=9, loss/train=0.228, alignment/train=0.0795, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 20%|█▉ | 93/469 [00:09<00:39, 9.46it/s, v_num=9, loss/train=0.228, alignment/train=0.0795, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 20%|█▉ | 93/469 [00:09<00:39, 9.45it/s, v_num=9, loss/train=0.216, alignment/train=0.0792, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 20%|██ | 94/469 [00:09<00:39, 9.43it/s, v_num=9, loss/train=0.216, alignment/train=0.0792, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 20%|██ | 94/469 [00:09<00:39, 9.42it/s, v_num=9, loss/train=0.283, alignment/train=0.097, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 20%|██ | 95/469 [00:10<00:39, 9.45it/s, v_num=9, loss/train=0.283, alignment/train=0.097, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 20%|██ | 95/469 [00:10<00:39, 9.45it/s, v_num=9, loss/train=0.233, alignment/train=0.0896, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 20%|██ | 96/469 [00:10<00:39, 9.50it/s, v_num=9, loss/train=0.233, alignment/train=0.0896, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 20%|██ | 96/469 [00:10<00:39, 9.50it/s, v_num=9, loss/train=0.253, alignment/train=0.0846, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 21%|██ | 97/469 [00:10<00:39, 9.42it/s, v_num=9, loss/train=0.253, alignment/train=0.0846, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 21%|██ | 97/469 [00:10<00:39, 9.42it/s, v_num=9, loss/train=0.353, alignment/train=0.0938, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 21%|██ | 98/469 [00:10<00:39, 9.46it/s, v_num=9, loss/train=0.353, alignment/train=0.0938, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 21%|██ | 98/469 [00:10<00:39, 9.46it/s, v_num=9, loss/train=0.253, alignment/train=0.0847, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 21%|██ | 99/469 [00:10<00:38, 9.50it/s, v_num=9, loss/train=0.253, alignment/train=0.0847, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 21%|██ | 99/469 [00:10<00:38, 9.50it/s, v_num=9, loss/train=0.251, alignment/train=0.0829, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 21%|██▏ | 100/469 [00:10<00:38, 9.50it/s, v_num=9, loss/train=0.251, alignment/train=0.0829, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 21%|██▏ | 100/469 [00:10<00:38, 9.50it/s, v_num=9, loss/train=0.246, alignment/train=0.0856, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 22%|██▏ | 101/469 [00:10<00:38, 9.54it/s, v_num=9, loss/train=0.246, alignment/train=0.0856, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 22%|██▏ | 101/469 [00:10<00:38, 9.54it/s, v_num=9, loss/train=0.279, alignment/train=0.0891, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 22%|██▏ | 102/469 [00:10<00:38, 9.54it/s, v_num=9, loss/train=0.279, alignment/train=0.0891, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 22%|██▏ | 102/469 [00:10<00:38, 9.54it/s, v_num=9, loss/train=0.266, alignment/train=0.0982, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 22%|██▏ | 103/469 [00:10<00:38, 9.53it/s, v_num=9, loss/train=0.266, alignment/train=0.0982, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 22%|██▏ | 103/469 [00:10<00:38, 9.53it/s, v_num=9, loss/train=0.257, alignment/train=0.0971, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 22%|██▏ | 104/469 [00:10<00:38, 9.57it/s, v_num=9, loss/train=0.257, alignment/train=0.0971, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 22%|██▏ | 104/469 [00:10<00:38, 9.57it/s, v_num=9, loss/train=0.289, alignment/train=0.0896, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 22%|██▏ | 105/469 [00:10<00:38, 9.57it/s, v_num=9, loss/train=0.289, alignment/train=0.0896, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 22%|██▏ | 105/469 [00:10<00:38, 9.57it/s, v_num=9, loss/train=0.378, alignment/train=0.106, uniformity/train=-3.39, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 23%|██▎ | 106/469 [00:11<00:37, 9.59it/s, v_num=9, loss/train=0.378, alignment/train=0.106, uniformity/train=-3.39, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 23%|██▎ | 106/469 [00:11<00:37, 9.59it/s, v_num=9, loss/train=0.248, alignment/train=0.0778, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 23%|██▎ | 107/469 [00:11<00:37, 9.63it/s, v_num=9, loss/train=0.248, alignment/train=0.0778, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 23%|██▎ | 107/469 [00:11<00:37, 9.63it/s, v_num=9, loss/train=0.275, alignment/train=0.0946, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 23%|██▎ | 108/469 [00:11<00:37, 9.63it/s, v_num=9, loss/train=0.275, alignment/train=0.0946, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 23%|██▎ | 108/469 [00:11<00:37, 9.63it/s, v_num=9, loss/train=0.211, alignment/train=0.0837, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 23%|██▎ | 109/469 [00:11<00:37, 9.63it/s, v_num=9, loss/train=0.211, alignment/train=0.0837, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 23%|██▎ | 109/469 [00:11<00:37, 9.62it/s, v_num=9, loss/train=0.259, alignment/train=0.0813, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 23%|██▎ | 110/469 [00:11<00:37, 9.65it/s, v_num=9, loss/train=0.259, alignment/train=0.0813, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 23%|██▎ | 110/469 [00:11<00:37, 9.65it/s, v_num=9, loss/train=0.235, alignment/train=0.0937, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 24%|██▎ | 111/469 [00:11<00:36, 9.69it/s, v_num=9, loss/train=0.235, alignment/train=0.0937, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 24%|██▎ | 111/469 [00:11<00:36, 9.69it/s, v_num=9, loss/train=0.257, alignment/train=0.0914, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 24%|██▍ | 112/469 [00:11<00:36, 9.69it/s, v_num=9, loss/train=0.257, alignment/train=0.0914, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 24%|██▍ | 112/469 [00:11<00:36, 9.69it/s, v_num=9, loss/train=0.243, alignment/train=0.0826, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 24%|██▍ | 113/469 [00:11<00:36, 9.67it/s, v_num=9, loss/train=0.243, alignment/train=0.0826, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 24%|██▍ | 113/469 [00:11<00:36, 9.67it/s, v_num=9, loss/train=0.237, alignment/train=0.0961, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 24%|██▍ | 114/469 [00:11<00:36, 9.68it/s, v_num=9, loss/train=0.237, alignment/train=0.0961, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 24%|██▍ | 114/469 [00:11<00:36, 9.68it/s, v_num=9, loss/train=0.237, alignment/train=0.0907, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 25%|██▍ | 115/469 [00:11<00:36, 9.71it/s, v_num=9, loss/train=0.237, alignment/train=0.0907, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 25%|██▍ | 115/469 [00:11<00:36, 9.71it/s, v_num=9, loss/train=0.221, alignment/train=0.0831, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 25%|██▍ | 116/469 [00:11<00:36, 9.74it/s, v_num=9, loss/train=0.221, alignment/train=0.0831, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 25%|██▍ | 116/469 [00:11<00:36, 9.74it/s, v_num=9, loss/train=0.256, alignment/train=0.0842, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 25%|██▍ | 117/469 [00:12<00:36, 9.73it/s, v_num=9, loss/train=0.256, alignment/train=0.0842, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 25%|██▍ | 117/469 [00:12<00:36, 9.73it/s, v_num=9, loss/train=0.257, alignment/train=0.0907, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 25%|██▌ | 118/469 [00:12<00:36, 9.73it/s, v_num=9, loss/train=0.257, alignment/train=0.0907, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 25%|██▌ | 118/469 [00:12<00:36, 9.73it/s, v_num=9, loss/train=0.253, alignment/train=0.0889, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 25%|██▌ | 119/469 [00:12<00:35, 9.75it/s, v_num=9, loss/train=0.253, alignment/train=0.0889, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 25%|██▌ | 119/469 [00:12<00:35, 9.75it/s, v_num=9, loss/train=0.221, alignment/train=0.080, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 26%|██▌ | 120/469 [00:12<00:35, 9.76it/s, v_num=9, loss/train=0.221, alignment/train=0.080, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 26%|██▌ | 120/469 [00:12<00:35, 9.76it/s, v_num=9, loss/train=0.235, alignment/train=0.0916, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 26%|██▌ | 121/469 [00:12<00:35, 9.77it/s, v_num=9, loss/train=0.235, alignment/train=0.0916, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 26%|██▌ | 121/469 [00:12<00:35, 9.77it/s, v_num=9, loss/train=0.264, alignment/train=0.102, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 26%|██▌ | 122/469 [00:12<00:35, 9.78it/s, v_num=9, loss/train=0.264, alignment/train=0.102, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 26%|██▌ | 122/469 [00:12<00:35, 9.78it/s, v_num=9, loss/train=0.232, alignment/train=0.0936, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 26%|██▌ | 123/469 [00:12<00:35, 9.76it/s, v_num=9, loss/train=0.232, alignment/train=0.0936, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 26%|██▌ | 123/469 [00:12<00:35, 9.76it/s, v_num=9, loss/train=0.238, alignment/train=0.0889, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 26%|██▋ | 124/469 [00:12<00:35, 9.80it/s, v_num=9, loss/train=0.238, alignment/train=0.0889, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 26%|██▋ | 124/469 [00:12<00:35, 9.80it/s, v_num=9, loss/train=0.322, alignment/train=0.0831, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 27%|██▋ | 125/469 [00:12<00:34, 9.83it/s, v_num=9, loss/train=0.322, alignment/train=0.0831, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 27%|██▋ | 125/469 [00:12<00:34, 9.83it/s, v_num=9, loss/train=0.269, alignment/train=0.081, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 27%|██▋ | 126/469 [00:12<00:34, 9.85it/s, v_num=9, loss/train=0.269, alignment/train=0.081, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 27%|██▋ | 126/469 [00:12<00:34, 9.85it/s, v_num=9, loss/train=0.310, alignment/train=0.0987, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 27%|██▋ | 127/469 [00:12<00:34, 9.85it/s, v_num=9, loss/train=0.310, alignment/train=0.0987, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 27%|██▋ | 127/469 [00:12<00:34, 9.85it/s, v_num=9, loss/train=0.247, alignment/train=0.100, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 27%|██▋ | 128/469 [00:13<00:34, 9.82it/s, v_num=9, loss/train=0.247, alignment/train=0.100, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 27%|██▋ | 128/469 [00:13<00:34, 9.82it/s, v_num=9, loss/train=0.258, alignment/train=0.0949, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 28%|██▊ | 129/469 [00:13<00:34, 9.84it/s, v_num=9, loss/train=0.258, alignment/train=0.0949, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 28%|██▊ | 129/469 [00:13<00:34, 9.84it/s, v_num=9, loss/train=0.273, alignment/train=0.0943, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 28%|██▊ | 130/469 [00:13<00:34, 9.87it/s, v_num=9, loss/train=0.273, alignment/train=0.0943, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 28%|██▊ | 130/469 [00:13<00:34, 9.87it/s, v_num=9, loss/train=0.238, alignment/train=0.0833, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 28%|██▊ | 131/469 [00:13<00:34, 9.85it/s, v_num=9, loss/train=0.238, alignment/train=0.0833, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 28%|██▊ | 131/469 [00:13<00:34, 9.85it/s, v_num=9, loss/train=0.194, alignment/train=0.086, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 28%|██▊ | 132/469 [00:13<00:34, 9.89it/s, v_num=9, loss/train=0.194, alignment/train=0.086, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 28%|██▊ | 132/469 [00:13<00:34, 9.89it/s, v_num=9, loss/train=0.264, alignment/train=0.0841, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 28%|██▊ | 133/469 [00:13<00:33, 9.88it/s, v_num=9, loss/train=0.264, alignment/train=0.0841, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 28%|██▊ | 133/469 [00:13<00:33, 9.88it/s, v_num=9, loss/train=0.294, alignment/train=0.0935, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 29%|██▊ | 134/469 [00:13<00:33, 9.91it/s, v_num=9, loss/train=0.294, alignment/train=0.0935, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 29%|██▊ | 134/469 [00:13<00:33, 9.91it/s, v_num=9, loss/train=0.222, alignment/train=0.0819, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 29%|██▉ | 135/469 [00:13<00:33, 9.91it/s, v_num=9, loss/train=0.222, alignment/train=0.0819, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 29%|██▉ | 135/469 [00:13<00:33, 9.91it/s, v_num=9, loss/train=0.257, alignment/train=0.0891, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 29%|██▉ | 136/469 [00:13<00:33, 9.94it/s, v_num=9, loss/train=0.257, alignment/train=0.0891, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 29%|██▉ | 136/469 [00:13<00:33, 9.94it/s, v_num=9, loss/train=0.276, alignment/train=0.0899, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 29%|██▉ | 137/469 [00:13<00:33, 9.93it/s, v_num=9, loss/train=0.276, alignment/train=0.0899, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 29%|██▉ | 137/469 [00:13<00:33, 9.93it/s, v_num=9, loss/train=0.249, alignment/train=0.0931, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 29%|██▉ | 138/469 [00:13<00:33, 9.89it/s, v_num=9, loss/train=0.249, alignment/train=0.0931, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 29%|██▉ | 138/469 [00:13<00:33, 9.89it/s, v_num=9, loss/train=0.299, alignment/train=0.0986, uniformity/train=-3.49, contrastive_acc/train=0.984, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 30%|██▉ | 139/469 [00:14<00:33, 9.92it/s, v_num=9, loss/train=0.299, alignment/train=0.0986, uniformity/train=-3.49, contrastive_acc/train=0.984, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 30%|██▉ | 139/469 [00:14<00:33, 9.92it/s, v_num=9, loss/train=0.235, alignment/train=0.0828, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 30%|██▉ | 140/469 [00:14<00:33, 9.95it/s, v_num=9, loss/train=0.235, alignment/train=0.0828, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 30%|██▉ | 140/469 [00:14<00:33, 9.95it/s, v_num=9, loss/train=0.207, alignment/train=0.0937, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 30%|███ | 141/469 [00:14<00:32, 9.96it/s, v_num=9, loss/train=0.207, alignment/train=0.0937, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 30%|███ | 141/469 [00:14<00:32, 9.95it/s, v_num=9, loss/train=0.265, alignment/train=0.0872, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 30%|███ | 142/469 [00:14<00:32, 9.95it/s, v_num=9, loss/train=0.265, alignment/train=0.0872, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 30%|███ | 142/469 [00:14<00:32, 9.95it/s, v_num=9, loss/train=0.239, alignment/train=0.0831, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 30%|███ | 143/469 [00:14<00:32, 9.97it/s, v_num=9, loss/train=0.239, alignment/train=0.0831, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 30%|███ | 143/469 [00:14<00:32, 9.97it/s, v_num=9, loss/train=0.222, alignment/train=0.0909, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 31%|███ | 144/469 [00:14<00:32, 9.97it/s, v_num=9, loss/train=0.222, alignment/train=0.0909, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 31%|███ | 144/469 [00:14<00:32, 9.97it/s, v_num=9, loss/train=0.212, alignment/train=0.0876, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 31%|███ | 145/469 [00:14<00:32, 9.97it/s, v_num=9, loss/train=0.212, alignment/train=0.0876, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 31%|███ | 145/469 [00:14<00:32, 9.97it/s, v_num=9, loss/train=0.236, alignment/train=0.0888, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 31%|███ | 146/469 [00:14<00:32, 9.98it/s, v_num=9, loss/train=0.236, alignment/train=0.0888, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 31%|███ | 146/469 [00:14<00:32, 9.98it/s, v_num=9, loss/train=0.231, alignment/train=0.085, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 31%|███▏ | 147/469 [00:14<00:32, 9.99it/s, v_num=9, loss/train=0.231, alignment/train=0.085, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 31%|███▏ | 147/469 [00:14<00:32, 9.99it/s, v_num=9, loss/train=0.247, alignment/train=0.087, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 32%|███▏ | 148/469 [00:14<00:32, 9.99it/s, v_num=9, loss/train=0.247, alignment/train=0.087, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 32%|███▏ | 148/469 [00:14<00:32, 9.99it/s, v_num=9, loss/train=0.243, alignment/train=0.0804, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 32%|███▏ | 149/469 [00:14<00:31, 10.02it/s, v_num=9, loss/train=0.243, alignment/train=0.0804, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 32%|███▏ | 149/469 [00:14<00:31, 10.02it/s, v_num=9, loss/train=0.235, alignment/train=0.0834, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 32%|███▏ | 150/469 [00:14<00:31, 10.02it/s, v_num=9, loss/train=0.235, alignment/train=0.0834, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 32%|███▏ | 150/469 [00:14<00:31, 10.02it/s, v_num=9, loss/train=0.235, alignment/train=0.0982, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 32%|███▏ | 151/469 [00:15<00:31, 9.99it/s, v_num=9, loss/train=0.235, alignment/train=0.0982, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 32%|███▏ | 151/469 [00:15<00:31, 9.99it/s, v_num=9, loss/train=0.245, alignment/train=0.0788, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 32%|███▏ | 152/469 [00:15<00:31, 10.02it/s, v_num=9, loss/train=0.245, alignment/train=0.0788, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 32%|███▏ | 152/469 [00:15<00:31, 10.02it/s, v_num=9, loss/train=0.219, alignment/train=0.080, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 33%|███▎ | 153/469 [00:15<00:31, 10.05it/s, v_num=9, loss/train=0.219, alignment/train=0.080, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 33%|███▎ | 153/469 [00:15<00:31, 10.05it/s, v_num=9, loss/train=0.251, alignment/train=0.0934, uniformity/train=-3.49, contrastive_acc/train=0.980, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 33%|███▎ | 154/469 [00:15<00:31, 10.08it/s, v_num=9, loss/train=0.251, alignment/train=0.0934, uniformity/train=-3.49, contrastive_acc/train=0.980, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 33%|███▎ | 154/469 [00:15<00:31, 10.08it/s, v_num=9, loss/train=0.248, alignment/train=0.0853, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 33%|███▎ | 155/469 [00:15<00:31, 10.10it/s, v_num=9, loss/train=0.248, alignment/train=0.0853, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 33%|███▎ | 155/469 [00:15<00:31, 10.10it/s, v_num=9, loss/train=0.245, alignment/train=0.0925, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 33%|███▎ | 156/469 [00:15<00:30, 10.11it/s, v_num=9, loss/train=0.245, alignment/train=0.0925, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 33%|███▎ | 156/469 [00:15<00:30, 10.11it/s, v_num=9, loss/train=0.259, alignment/train=0.101, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 33%|███▎ | 157/469 [00:15<00:31, 10.05it/s, v_num=9, loss/train=0.259, alignment/train=0.101, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 33%|███▎ | 157/469 [00:15<00:31, 10.05it/s, v_num=9, loss/train=0.286, alignment/train=0.0958, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 34%|███▎ | 158/469 [00:15<00:30, 10.07it/s, v_num=9, loss/train=0.286, alignment/train=0.0958, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 34%|███▎ | 158/469 [00:15<00:30, 10.07it/s, v_num=9, loss/train=0.267, alignment/train=0.0801, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 34%|███▍ | 159/469 [00:15<00:30, 10.10it/s, v_num=9, loss/train=0.267, alignment/train=0.0801, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 34%|███▍ | 159/469 [00:15<00:30, 10.10it/s, v_num=9, loss/train=0.267, alignment/train=0.0925, uniformity/train=-3.48, contrastive_acc/train=0.984, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 34%|███▍ | 160/469 [00:15<00:30, 10.05it/s, v_num=9, loss/train=0.267, alignment/train=0.0925, uniformity/train=-3.48, contrastive_acc/train=0.984, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 34%|███▍ | 160/469 [00:15<00:30, 10.05it/s, v_num=9, loss/train=0.307, alignment/train=0.0913, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 34%|███▍ | 161/469 [00:15<00:30, 10.08it/s, v_num=9, loss/train=0.307, alignment/train=0.0913, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 34%|███▍ | 161/469 [00:15<00:30, 10.08it/s, v_num=9, loss/train=0.262, alignment/train=0.0888, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 35%|███▍ | 162/469 [00:16<00:30, 10.07it/s, v_num=9, loss/train=0.262, alignment/train=0.0888, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 35%|███▍ | 162/469 [00:16<00:30, 10.07it/s, v_num=9, loss/train=0.268, alignment/train=0.0866, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 35%|███▍ | 163/469 [00:16<00:30, 10.09it/s, v_num=9, loss/train=0.268, alignment/train=0.0866, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 35%|███▍ | 163/469 [00:16<00:30, 10.09it/s, v_num=9, loss/train=0.235, alignment/train=0.0717, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 35%|███▍ | 164/469 [00:16<00:30, 10.12it/s, v_num=9, loss/train=0.235, alignment/train=0.0717, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 35%|███▍ | 164/469 [00:16<00:30, 10.12it/s, v_num=9, loss/train=0.254, alignment/train=0.0943, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 35%|███▌ | 165/469 [00:16<00:29, 10.14it/s, v_num=9, loss/train=0.254, alignment/train=0.0943, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 35%|███▌ | 165/469 [00:16<00:29, 10.14it/s, v_num=9, loss/train=0.248, alignment/train=0.0946, uniformity/train=-3.50, contrastive_acc/train=0.980, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 35%|███▌ | 166/469 [00:16<00:29, 10.14it/s, v_num=9, loss/train=0.248, alignment/train=0.0946, uniformity/train=-3.50, contrastive_acc/train=0.980, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 35%|███▌ | 166/469 [00:16<00:29, 10.14it/s, v_num=9, loss/train=0.251, alignment/train=0.0845, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 36%|███▌ | 167/469 [00:16<00:29, 10.13it/s, v_num=9, loss/train=0.251, alignment/train=0.0845, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 36%|███▌ | 167/469 [00:16<00:29, 10.13it/s, v_num=9, loss/train=0.309, alignment/train=0.0921, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 36%|███▌ | 168/469 [00:16<00:29, 10.11it/s, v_num=9, loss/train=0.309, alignment/train=0.0921, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 36%|███▌ | 168/469 [00:16<00:29, 10.11it/s, v_num=9, loss/train=0.243, alignment/train=0.0754, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 36%|███▌ | 169/469 [00:16<00:29, 10.10it/s, v_num=9, loss/train=0.243, alignment/train=0.0754, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 36%|███▌ | 169/469 [00:16<00:29, 10.10it/s, v_num=9, loss/train=0.243, alignment/train=0.0841, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 36%|███▌ | 170/469 [00:16<00:29, 10.12it/s, v_num=9, loss/train=0.243, alignment/train=0.0841, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 36%|███▌ | 170/469 [00:16<00:29, 10.12it/s, v_num=9, loss/train=0.282, alignment/train=0.0921, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 36%|███▋ | 171/469 [00:16<00:29, 10.12it/s, v_num=9, loss/train=0.282, alignment/train=0.0921, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 36%|███▋ | 171/469 [00:16<00:29, 10.12it/s, v_num=9, loss/train=0.271, alignment/train=0.0931, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 37%|███▋ | 172/469 [00:16<00:29, 10.15it/s, v_num=9, loss/train=0.271, alignment/train=0.0931, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 37%|███▋ | 172/469 [00:16<00:29, 10.14it/s, v_num=9, loss/train=0.287, alignment/train=0.0837, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 37%|███▋ | 173/469 [00:17<00:29, 10.16it/s, v_num=9, loss/train=0.287, alignment/train=0.0837, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 37%|███▋ | 173/469 [00:17<00:29, 10.16it/s, v_num=9, loss/train=0.274, alignment/train=0.083, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 37%|███▋ | 174/469 [00:17<00:28, 10.19it/s, v_num=9, loss/train=0.274, alignment/train=0.083, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 37%|███▋ | 174/469 [00:17<00:28, 10.19it/s, v_num=9, loss/train=0.240, alignment/train=0.0798, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 37%|███▋ | 175/469 [00:17<00:28, 10.21it/s, v_num=9, loss/train=0.240, alignment/train=0.0798, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 37%|███▋ | 175/469 [00:17<00:28, 10.21it/s, v_num=9, loss/train=0.243, alignment/train=0.0753, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 38%|███▊ | 176/469 [00:17<00:28, 10.19it/s, v_num=9, loss/train=0.243, alignment/train=0.0753, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 38%|███▊ | 176/469 [00:17<00:28, 10.19it/s, v_num=9, loss/train=0.216, alignment/train=0.0943, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 38%|███▊ | 177/469 [00:17<00:28, 10.16it/s, v_num=9, loss/train=0.216, alignment/train=0.0943, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 38%|███▊ | 177/469 [00:17<00:28, 10.16it/s, v_num=9, loss/train=0.228, alignment/train=0.0887, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 38%|███▊ | 178/469 [00:17<00:28, 10.16it/s, v_num=9, loss/train=0.228, alignment/train=0.0887, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 38%|███▊ | 178/469 [00:17<00:28, 10.16it/s, v_num=9, loss/train=0.220, alignment/train=0.0788, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 38%|███▊ | 179/469 [00:17<00:28, 10.17it/s, v_num=9, loss/train=0.220, alignment/train=0.0788, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 38%|███▊ | 179/469 [00:17<00:28, 10.16it/s, v_num=9, loss/train=0.218, alignment/train=0.0787, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 38%|███▊ | 180/469 [00:17<00:28, 10.19it/s, v_num=9, loss/train=0.218, alignment/train=0.0787, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 38%|███▊ | 180/469 [00:17<00:28, 10.19it/s, v_num=9, loss/train=0.225, alignment/train=0.0909, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 39%|███▊ | 181/469 [00:17<00:28, 10.19it/s, v_num=9, loss/train=0.225, alignment/train=0.0909, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 39%|███▊ | 181/469 [00:17<00:28, 10.19it/s, v_num=9, loss/train=0.253, alignment/train=0.0818, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 39%|███▉ | 182/469 [00:17<00:28, 10.21it/s, v_num=9, loss/train=0.253, alignment/train=0.0818, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 39%|███▉ | 182/469 [00:17<00:28, 10.21it/s, v_num=9, loss/train=0.245, alignment/train=0.0985, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 39%|███▉ | 183/469 [00:17<00:27, 10.22it/s, v_num=9, loss/train=0.245, alignment/train=0.0985, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 39%|███▉ | 183/469 [00:17<00:27, 10.22it/s, v_num=9, loss/train=0.216, alignment/train=0.0897, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 39%|███▉ | 184/469 [00:17<00:27, 10.24it/s, v_num=9, loss/train=0.216, alignment/train=0.0897, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 39%|███▉ | 184/469 [00:17<00:27, 10.24it/s, v_num=9, loss/train=0.242, alignment/train=0.0981, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 39%|███▉ | 185/469 [00:18<00:27, 10.24it/s, v_num=9, loss/train=0.242, alignment/train=0.0981, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 39%|███▉ | 185/469 [00:18<00:27, 10.24it/s, v_num=9, loss/train=0.231, alignment/train=0.0859, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 40%|███▉ | 186/469 [00:18<00:27, 10.20it/s, v_num=9, loss/train=0.231, alignment/train=0.0859, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 40%|███▉ | 186/469 [00:18<00:27, 10.20it/s, v_num=9, loss/train=0.279, alignment/train=0.0961, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 40%|███▉ | 187/469 [00:18<00:27, 10.20it/s, v_num=9, loss/train=0.279, alignment/train=0.0961, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 40%|███▉ | 187/469 [00:18<00:27, 10.20it/s, v_num=9, loss/train=0.217, alignment/train=0.0798, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 40%|████ | 188/469 [00:18<00:27, 10.22it/s, v_num=9, loss/train=0.217, alignment/train=0.0798, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 40%|████ | 188/469 [00:18<00:27, 10.22it/s, v_num=9, loss/train=0.242, alignment/train=0.0812, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 40%|████ | 189/469 [00:18<00:27, 10.24it/s, v_num=9, loss/train=0.242, alignment/train=0.0812, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 40%|████ | 189/469 [00:18<00:27, 10.24it/s, v_num=9, loss/train=0.232, alignment/train=0.0907, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 41%|████ | 190/469 [00:18<00:27, 10.21it/s, v_num=9, loss/train=0.232, alignment/train=0.0907, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 41%|████ | 190/469 [00:18<00:27, 10.21it/s, v_num=9, loss/train=0.244, alignment/train=0.0865, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 41%|████ | 191/469 [00:18<00:27, 10.23it/s, v_num=9, loss/train=0.244, alignment/train=0.0865, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 41%|████ | 191/469 [00:18<00:27, 10.23it/s, v_num=9, loss/train=0.249, alignment/train=0.0764, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 41%|████ | 192/469 [00:18<00:27, 10.24it/s, v_num=9, loss/train=0.249, alignment/train=0.0764, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 41%|████ | 192/469 [00:18<00:27, 10.24it/s, v_num=9, loss/train=0.288, alignment/train=0.0837, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 41%|████ | 193/469 [00:18<00:26, 10.27it/s, v_num=9, loss/train=0.288, alignment/train=0.0837, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 41%|████ | 193/469 [00:18<00:26, 10.27it/s, v_num=9, loss/train=0.222, alignment/train=0.0802, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 41%|████▏ | 194/469 [00:18<00:26, 10.29it/s, v_num=9, loss/train=0.222, alignment/train=0.0802, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 41%|████▏ | 194/469 [00:18<00:26, 10.29it/s, v_num=9, loss/train=0.277, alignment/train=0.100, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 42%|████▏ | 195/469 [00:18<00:26, 10.29it/s, v_num=9, loss/train=0.277, alignment/train=0.100, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 42%|████▏ | 195/469 [00:18<00:26, 10.29it/s, v_num=9, loss/train=0.227, alignment/train=0.0897, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 42%|████▏ | 196/469 [00:19<00:26, 10.24it/s, v_num=9, loss/train=0.227, alignment/train=0.0897, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 42%|████▏ | 196/469 [00:19<00:26, 10.24it/s, v_num=9, loss/train=0.223, alignment/train=0.0829, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 42%|████▏ | 197/469 [00:19<00:26, 10.26it/s, v_num=9, loss/train=0.223, alignment/train=0.0829, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 42%|████▏ | 197/469 [00:19<00:26, 10.26it/s, v_num=9, loss/train=0.242, alignment/train=0.0911, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 42%|████▏ | 198/469 [00:19<00:26, 10.27it/s, v_num=9, loss/train=0.242, alignment/train=0.0911, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 42%|████▏ | 198/469 [00:19<00:26, 10.27it/s, v_num=9, loss/train=0.252, alignment/train=0.101, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 42%|████▏ | 199/469 [00:19<00:26, 10.25it/s, v_num=9, loss/train=0.252, alignment/train=0.101, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 42%|████▏ | 199/469 [00:19<00:26, 10.25it/s, v_num=9, loss/train=0.262, alignment/train=0.0891, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 43%|████▎ | 200/469 [00:19<00:26, 10.25it/s, v_num=9, loss/train=0.262, alignment/train=0.0891, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 43%|████▎ | 200/469 [00:19<00:26, 10.25it/s, v_num=9, loss/train=0.239, alignment/train=0.0965, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 43%|████▎ | 201/469 [00:19<00:26, 10.27it/s, v_num=9, loss/train=0.239, alignment/train=0.0965, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 43%|████▎ | 201/469 [00:19<00:26, 10.27it/s, v_num=9, loss/train=0.222, alignment/train=0.0935, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 43%|████▎ | 202/469 [00:19<00:25, 10.28it/s, v_num=9, loss/train=0.222, alignment/train=0.0935, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 43%|████▎ | 202/469 [00:19<00:25, 10.28it/s, v_num=9, loss/train=0.290, alignment/train=0.105, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 43%|████▎ | 203/469 [00:19<00:25, 10.25it/s, v_num=9, loss/train=0.290, alignment/train=0.105, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 43%|████▎ | 203/469 [00:19<00:25, 10.25it/s, v_num=9, loss/train=0.217, alignment/train=0.0827, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 43%|████▎ | 204/469 [00:19<00:25, 10.27it/s, v_num=9, loss/train=0.217, alignment/train=0.0827, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 43%|████▎ | 204/469 [00:19<00:25, 10.27it/s, v_num=9, loss/train=0.230, alignment/train=0.0856, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 44%|████▎ | 205/469 [00:19<00:25, 10.28it/s, v_num=9, loss/train=0.230, alignment/train=0.0856, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 44%|████▎ | 205/469 [00:19<00:25, 10.28it/s, v_num=9, loss/train=0.241, alignment/train=0.0832, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 44%|████▍ | 206/469 [00:20<00:25, 10.30it/s, v_num=9, loss/train=0.241, alignment/train=0.0832, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 44%|████▍ | 206/469 [00:20<00:25, 10.30it/s, v_num=9, loss/train=0.267, alignment/train=0.0997, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 44%|████▍ | 207/469 [00:20<00:25, 10.32it/s, v_num=9, loss/train=0.267, alignment/train=0.0997, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 44%|████▍ | 207/469 [00:20<00:25, 10.32it/s, v_num=9, loss/train=0.256, alignment/train=0.103, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 44%|████▍ | 208/469 [00:20<00:25, 10.33it/s, v_num=9, loss/train=0.256, alignment/train=0.103, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 44%|████▍ | 208/469 [00:20<00:25, 10.33it/s, v_num=9, loss/train=0.207, alignment/train=0.0851, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 45%|████▍ | 209/469 [00:20<00:25, 10.29it/s, v_num=9, loss/train=0.207, alignment/train=0.0851, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 45%|████▍ | 209/469 [00:20<00:25, 10.29it/s, v_num=9, loss/train=0.228, alignment/train=0.0885, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 45%|████▍ | 210/469 [00:20<00:25, 10.31it/s, v_num=9, loss/train=0.228, alignment/train=0.0885, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 45%|████▍ | 210/469 [00:20<00:25, 10.31it/s, v_num=9, loss/train=0.287, alignment/train=0.0942, uniformity/train=-3.49, contrastive_acc/train=0.984, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 45%|████▍ | 211/469 [00:20<00:24, 10.33it/s, v_num=9, loss/train=0.287, alignment/train=0.0942, uniformity/train=-3.49, contrastive_acc/train=0.984, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 45%|████▍ | 211/469 [00:20<00:24, 10.33it/s, v_num=9, loss/train=0.243, alignment/train=0.0893, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 45%|████▌ | 212/469 [00:20<00:24, 10.31it/s, v_num=9, loss/train=0.243, alignment/train=0.0893, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 45%|████▌ | 212/469 [00:20<00:24, 10.31it/s, v_num=9, loss/train=0.263, alignment/train=0.0845, uniformity/train=-3.48, contrastive_acc/train=0.984, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 45%|████▌ | 213/469 [00:20<00:24, 10.29it/s, v_num=9, loss/train=0.263, alignment/train=0.0845, uniformity/train=-3.48, contrastive_acc/train=0.984, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 45%|████▌ | 213/469 [00:20<00:24, 10.29it/s, v_num=9, loss/train=0.241, alignment/train=0.0856, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 46%|████▌ | 214/469 [00:20<00:24, 10.31it/s, v_num=9, loss/train=0.241, alignment/train=0.0856, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 46%|████▌ | 214/469 [00:20<00:24, 10.31it/s, v_num=9, loss/train=0.249, alignment/train=0.0872, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 46%|████▌ | 215/469 [00:20<00:24, 10.33it/s, v_num=9, loss/train=0.249, alignment/train=0.0872, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 46%|████▌ | 215/469 [00:20<00:24, 10.33it/s, v_num=9, loss/train=0.228, alignment/train=0.0839, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 46%|████▌ | 216/469 [00:20<00:24, 10.35it/s, v_num=9, loss/train=0.228, alignment/train=0.0839, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 46%|████▌ | 216/469 [00:20<00:24, 10.35it/s, v_num=9, loss/train=0.337, alignment/train=0.094, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 46%|████▋ | 217/469 [00:21<00:24, 10.31it/s, v_num=9, loss/train=0.337, alignment/train=0.094, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 46%|████▋ | 217/469 [00:21<00:24, 10.31it/s, v_num=9, loss/train=0.281, alignment/train=0.0953, uniformity/train=-3.49, contrastive_acc/train=0.988, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 46%|████▋ | 218/469 [00:21<00:24, 10.30it/s, v_num=9, loss/train=0.281, alignment/train=0.0953, uniformity/train=-3.49, contrastive_acc/train=0.988, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 46%|████▋ | 218/469 [00:21<00:24, 10.30it/s, v_num=9, loss/train=0.266, alignment/train=0.0866, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 47%|████▋ | 219/469 [00:21<00:24, 10.32it/s, v_num=9, loss/train=0.266, alignment/train=0.0866, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 47%|████▋ | 219/469 [00:21<00:24, 10.32it/s, v_num=9, loss/train=0.295, alignment/train=0.0957, uniformity/train=-3.50, contrastive_acc/train=0.984, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 47%|████▋ | 220/469 [00:21<00:24, 10.32it/s, v_num=9, loss/train=0.295, alignment/train=0.0957, uniformity/train=-3.50, contrastive_acc/train=0.984, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 47%|████▋ | 220/469 [00:21<00:24, 10.32it/s, v_num=9, loss/train=0.215, alignment/train=0.088, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 47%|████▋ | 221/469 [00:21<00:24, 10.31it/s, v_num=9, loss/train=0.215, alignment/train=0.088, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 47%|████▋ | 221/469 [00:21<00:24, 10.31it/s, v_num=9, loss/train=0.230, alignment/train=0.0878, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 47%|████▋ | 222/469 [00:21<00:23, 10.33it/s, v_num=9, loss/train=0.230, alignment/train=0.0878, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 47%|████▋ | 222/469 [00:21<00:23, 10.33it/s, v_num=9, loss/train=0.252, alignment/train=0.0874, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 48%|████▊ | 223/469 [00:21<00:23, 10.33it/s, v_num=9, loss/train=0.252, alignment/train=0.0874, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 48%|████▊ | 223/469 [00:21<00:23, 10.33it/s, v_num=9, loss/train=0.263, alignment/train=0.110, uniformity/train=-3.52, contrastive_acc/train=0.980, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 48%|████▊ | 224/469 [00:21<00:23, 10.35it/s, v_num=9, loss/train=0.263, alignment/train=0.110, uniformity/train=-3.52, contrastive_acc/train=0.980, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 48%|████▊ | 224/469 [00:21<00:23, 10.35it/s, v_num=9, loss/train=0.231, alignment/train=0.0786, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 48%|████▊ | 225/469 [00:21<00:23, 10.31it/s, v_num=9, loss/train=0.231, alignment/train=0.0786, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 48%|████▊ | 225/469 [00:21<00:23, 10.31it/s, v_num=9, loss/train=0.258, alignment/train=0.0832, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 48%|████▊ | 226/469 [00:21<00:23, 10.33it/s, v_num=9, loss/train=0.258, alignment/train=0.0832, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 48%|████▊ | 226/469 [00:21<00:23, 10.33it/s, v_num=9, loss/train=0.198, alignment/train=0.0797, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 48%|████▊ | 227/469 [00:21<00:23, 10.35it/s, v_num=9, loss/train=0.198, alignment/train=0.0797, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 48%|████▊ | 227/469 [00:21<00:23, 10.35it/s, v_num=9, loss/train=0.231, alignment/train=0.0901, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 49%|████▊ | 228/469 [00:21<00:23, 10.36it/s, v_num=9, loss/train=0.231, alignment/train=0.0901, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 49%|████▊ | 228/469 [00:22<00:23, 10.36it/s, v_num=9, loss/train=0.270, alignment/train=0.0956, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 49%|████▉ | 229/469 [00:22<00:23, 10.36it/s, v_num=9, loss/train=0.270, alignment/train=0.0956, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 49%|████▉ | 229/469 [00:22<00:23, 10.36it/s, v_num=9, loss/train=0.269, alignment/train=0.0842, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 49%|████▉ | 230/469 [00:22<00:23, 10.35it/s, v_num=9, loss/train=0.269, alignment/train=0.0842, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 49%|████▉ | 230/469 [00:22<00:23, 10.35it/s, v_num=9, loss/train=0.259, alignment/train=0.0826, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 49%|████▉ | 231/469 [00:22<00:22, 10.35it/s, v_num=9, loss/train=0.259, alignment/train=0.0826, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 49%|████▉ | 231/469 [00:22<00:22, 10.35it/s, v_num=9, loss/train=0.276, alignment/train=0.0906, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 49%|████▉ | 232/469 [00:22<00:22, 10.37it/s, v_num=9, loss/train=0.276, alignment/train=0.0906, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 49%|████▉ | 232/469 [00:22<00:22, 10.37it/s, v_num=9, loss/train=0.302, alignment/train=0.0936, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 50%|████▉ | 233/469 [00:22<00:22, 10.34it/s, v_num=9, loss/train=0.302, alignment/train=0.0936, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 50%|████▉ | 233/469 [00:22<00:22, 10.34it/s, v_num=9, loss/train=0.296, alignment/train=0.0893, uniformity/train=-3.50, contrastive_acc/train=0.984, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 50%|████▉ | 234/469 [00:22<00:22, 10.35it/s, v_num=9, loss/train=0.296, alignment/train=0.0893, uniformity/train=-3.50, contrastive_acc/train=0.984, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 50%|████▉ | 234/469 [00:22<00:22, 10.35it/s, v_num=9, loss/train=0.231, alignment/train=0.090, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 50%|█████ | 235/469 [00:22<00:22, 10.37it/s, v_num=9, loss/train=0.231, alignment/train=0.090, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 50%|█████ | 235/469 [00:22<00:22, 10.37it/s, v_num=9, loss/train=0.235, alignment/train=0.0941, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 50%|█████ | 236/469 [00:22<00:22, 10.36it/s, v_num=9, loss/train=0.235, alignment/train=0.0941, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 50%|█████ | 236/469 [00:22<00:22, 10.36it/s, v_num=9, loss/train=0.292, alignment/train=0.094, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 51%|█████ | 237/469 [00:22<00:22, 10.37it/s, v_num=9, loss/train=0.292, alignment/train=0.094, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 51%|█████ | 237/469 [00:22<00:22, 10.37it/s, v_num=9, loss/train=0.226, alignment/train=0.0932, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 51%|█████ | 238/469 [00:22<00:22, 10.38it/s, v_num=9, loss/train=0.226, alignment/train=0.0932, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 51%|█████ | 238/469 [00:22<00:22, 10.38it/s, v_num=9, loss/train=0.235, alignment/train=0.107, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 51%|█████ | 239/469 [00:22<00:22, 10.40it/s, v_num=9, loss/train=0.235, alignment/train=0.107, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 51%|█████ | 239/469 [00:22<00:22, 10.40it/s, v_num=9, loss/train=0.233, alignment/train=0.0907, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 51%|█████ | 240/469 [00:23<00:21, 10.41it/s, v_num=9, loss/train=0.233, alignment/train=0.0907, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 51%|█████ | 240/469 [00:23<00:21, 10.41it/s, v_num=9, loss/train=0.276, alignment/train=0.096, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 51%|█████▏ | 241/469 [00:23<00:21, 10.39it/s, v_num=9, loss/train=0.276, alignment/train=0.096, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 51%|█████▏ | 241/469 [00:23<00:21, 10.39it/s, v_num=9, loss/train=0.296, alignment/train=0.0845, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 52%|█████▏ | 242/469 [00:23<00:21, 10.38it/s, v_num=9, loss/train=0.296, alignment/train=0.0845, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 52%|█████▏ | 242/469 [00:23<00:21, 10.38it/s, v_num=9, loss/train=0.252, alignment/train=0.0932, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 52%|█████▏ | 243/469 [00:23<00:21, 10.39it/s, v_num=9, loss/train=0.252, alignment/train=0.0932, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 52%|█████▏ | 243/469 [00:23<00:21, 10.39it/s, v_num=9, loss/train=0.237, alignment/train=0.0773, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 52%|█████▏ | 244/469 [00:23<00:21, 10.40it/s, v_num=9, loss/train=0.237, alignment/train=0.0773, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 52%|█████▏ | 244/469 [00:23<00:21, 10.40it/s, v_num=9, loss/train=0.205, alignment/train=0.0795, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 52%|█████▏ | 245/469 [00:23<00:21, 10.39it/s, v_num=9, loss/train=0.205, alignment/train=0.0795, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 52%|█████▏ | 245/469 [00:23<00:21, 10.39it/s, v_num=9, loss/train=0.312, alignment/train=0.0884, uniformity/train=-3.45, contrastive_acc/train=0.984, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 52%|█████▏ | 246/469 [00:23<00:21, 10.39it/s, v_num=9, loss/train=0.312, alignment/train=0.0884, uniformity/train=-3.45, contrastive_acc/train=0.984, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 52%|█████▏ | 246/469 [00:23<00:21, 10.39it/s, v_num=9, loss/train=0.245, alignment/train=0.0984, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 53%|█████▎ | 247/469 [00:23<00:21, 10.39it/s, v_num=9, loss/train=0.245, alignment/train=0.0984, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 53%|█████▎ | 247/469 [00:23<00:21, 10.39it/s, v_num=9, loss/train=0.255, alignment/train=0.100, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 53%|█████▎ | 248/469 [00:23<00:21, 10.40it/s, v_num=9, loss/train=0.255, alignment/train=0.100, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 53%|█████▎ | 248/469 [00:23<00:21, 10.40it/s, v_num=9, loss/train=0.257, alignment/train=0.0794, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 53%|█████▎ | 249/469 [00:23<00:21, 10.42it/s, v_num=9, loss/train=0.257, alignment/train=0.0794, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 53%|█████▎ | 249/469 [00:23<00:21, 10.42it/s, v_num=9, loss/train=0.252, alignment/train=0.0975, uniformity/train=-3.49, contrastive_acc/train=0.984, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 53%|█████▎ | 250/469 [00:24<00:21, 10.41it/s, v_num=9, loss/train=0.252, alignment/train=0.0975, uniformity/train=-3.49, contrastive_acc/train=0.984, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 53%|█████▎ | 250/469 [00:24<00:21, 10.41it/s, v_num=9, loss/train=0.260, alignment/train=0.0863, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 54%|█████▎ | 251/469 [00:24<00:20, 10.41it/s, v_num=9, loss/train=0.260, alignment/train=0.0863, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 54%|█████▎ | 251/469 [00:24<00:20, 10.41it/s, v_num=9, loss/train=0.243, alignment/train=0.0947, uniformity/train=-3.51, contrastive_acc/train=0.988, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 54%|█████▎ | 252/469 [00:24<00:20, 10.42it/s, v_num=9, loss/train=0.243, alignment/train=0.0947, uniformity/train=-3.51, contrastive_acc/train=0.988, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 54%|█████▎ | 252/469 [00:24<00:20, 10.42it/s, v_num=9, loss/train=0.247, alignment/train=0.102, uniformity/train=-3.51, contrastive_acc/train=0.988, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 54%|█████▍ | 253/469 [00:24<00:20, 10.42it/s, v_num=9, loss/train=0.247, alignment/train=0.102, uniformity/train=-3.51, contrastive_acc/train=0.988, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 54%|█████▍ | 253/469 [00:24<00:20, 10.42it/s, v_num=9, loss/train=0.276, alignment/train=0.0911, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 54%|█████▍ | 254/469 [00:24<00:20, 10.42it/s, v_num=9, loss/train=0.276, alignment/train=0.0911, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 54%|█████▍ | 254/469 [00:24<00:20, 10.42it/s, v_num=9, loss/train=0.233, alignment/train=0.0895, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 54%|█████▍ | 255/469 [00:24<00:20, 10.41it/s, v_num=9, loss/train=0.233, alignment/train=0.0895, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 54%|█████▍ | 255/469 [00:24<00:20, 10.41it/s, v_num=9, loss/train=0.269, alignment/train=0.104, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 55%|█████▍ | 256/469 [00:24<00:20, 10.42it/s, v_num=9, loss/train=0.269, alignment/train=0.104, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 55%|█████▍ | 256/469 [00:24<00:20, 10.42it/s, v_num=9, loss/train=0.268, alignment/train=0.0897, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 55%|█████▍ | 257/469 [00:24<00:20, 10.43it/s, v_num=9, loss/train=0.268, alignment/train=0.0897, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 55%|█████▍ | 257/469 [00:24<00:20, 10.43it/s, v_num=9, loss/train=0.278, alignment/train=0.0711, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 55%|█████▌ | 258/469 [00:24<00:20, 10.43it/s, v_num=9, loss/train=0.278, alignment/train=0.0711, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 55%|█████▌ | 258/469 [00:24<00:20, 10.43it/s, v_num=9, loss/train=0.245, alignment/train=0.0939, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 55%|█████▌ | 259/469 [00:24<00:20, 10.43it/s, v_num=9, loss/train=0.245, alignment/train=0.0939, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 55%|█████▌ | 259/469 [00:24<00:20, 10.43it/s, v_num=9, loss/train=0.252, alignment/train=0.103, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 55%|█████▌ | 260/469 [00:24<00:20, 10.44it/s, v_num=9, loss/train=0.252, alignment/train=0.103, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 55%|█████▌ | 260/469 [00:24<00:20, 10.44it/s, v_num=9, loss/train=0.243, alignment/train=0.0896, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 56%|█████▌ | 261/469 [00:24<00:19, 10.44it/s, v_num=9, loss/train=0.243, alignment/train=0.0896, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 56%|█████▌ | 261/469 [00:24<00:19, 10.44it/s, v_num=9, loss/train=0.242, alignment/train=0.0949, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 56%|█████▌ | 262/469 [00:25<00:19, 10.46it/s, v_num=9, loss/train=0.242, alignment/train=0.0949, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 56%|█████▌ | 262/469 [00:25<00:19, 10.46it/s, v_num=9, loss/train=0.258, alignment/train=0.0908, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 56%|█████▌ | 263/469 [00:25<00:19, 10.47it/s, v_num=9, loss/train=0.258, alignment/train=0.0908, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 56%|█████▌ | 263/469 [00:25<00:19, 10.47it/s, v_num=9, loss/train=0.285, alignment/train=0.104, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 56%|█████▋ | 264/469 [00:25<00:19, 10.46it/s, v_num=9, loss/train=0.285, alignment/train=0.104, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 56%|█████▋ | 264/469 [00:25<00:19, 10.46it/s, v_num=9, loss/train=0.252, alignment/train=0.086, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 57%|█████▋ | 265/469 [00:25<00:19, 10.46it/s, v_num=9, loss/train=0.252, alignment/train=0.086, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 57%|█████▋ | 265/469 [00:25<00:19, 10.46it/s, v_num=9, loss/train=0.236, alignment/train=0.0936, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 57%|█████▋ | 266/469 [00:25<00:19, 10.45it/s, v_num=9, loss/train=0.236, alignment/train=0.0936, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 57%|█████▋ | 266/469 [00:25<00:19, 10.45it/s, v_num=9, loss/train=0.305, alignment/train=0.109, uniformity/train=-3.50, contrastive_acc/train=0.984, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 57%|█████▋ | 267/469 [00:25<00:19, 10.47it/s, v_num=9, loss/train=0.305, alignment/train=0.109, uniformity/train=-3.50, contrastive_acc/train=0.984, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 57%|█████▋ | 267/469 [00:25<00:19, 10.47it/s, v_num=9, loss/train=0.289, alignment/train=0.107, uniformity/train=-3.49, contrastive_acc/train=0.984, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 57%|█████▋ | 268/469 [00:25<00:19, 10.47it/s, v_num=9, loss/train=0.289, alignment/train=0.107, uniformity/train=-3.49, contrastive_acc/train=0.984, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 57%|█████▋ | 268/469 [00:25<00:19, 10.47it/s, v_num=9, loss/train=0.256, alignment/train=0.0936, uniformity/train=-3.49, contrastive_acc/train=0.988, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 57%|█████▋ | 269/469 [00:25<00:19, 10.47it/s, v_num=9, loss/train=0.256, alignment/train=0.0936, uniformity/train=-3.49, contrastive_acc/train=0.988, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 57%|█████▋ | 269/469 [00:25<00:19, 10.47it/s, v_num=9, loss/train=0.242, alignment/train=0.0866, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 58%|█████▊ | 270/469 [00:25<00:18, 10.48it/s, v_num=9, loss/train=0.242, alignment/train=0.0866, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 58%|█████▊ | 270/469 [00:25<00:18, 10.48it/s, v_num=9, loss/train=0.259, alignment/train=0.0983, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 58%|█████▊ | 271/469 [00:25<00:18, 10.49it/s, v_num=9, loss/train=0.259, alignment/train=0.0983, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 58%|█████▊ | 271/469 [00:25<00:18, 10.49it/s, v_num=9, loss/train=0.217, alignment/train=0.0847, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 58%|█████▊ | 272/469 [00:25<00:18, 10.47it/s, v_num=9, loss/train=0.217, alignment/train=0.0847, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 58%|█████▊ | 272/469 [00:25<00:18, 10.47it/s, v_num=9, loss/train=0.339, alignment/train=0.0969, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 58%|█████▊ | 273/469 [00:26<00:18, 10.48it/s, v_num=9, loss/train=0.339, alignment/train=0.0969, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 58%|█████▊ | 273/469 [00:26<00:18, 10.48it/s, v_num=9, loss/train=0.238, alignment/train=0.0941, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 58%|█████▊ | 274/469 [00:26<00:18, 10.48it/s, v_num=9, loss/train=0.238, alignment/train=0.0941, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 58%|█████▊ | 274/469 [00:26<00:18, 10.48it/s, v_num=9, loss/train=0.284, alignment/train=0.0888, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 59%|█████▊ | 275/469 [00:26<00:18, 10.50it/s, v_num=9, loss/train=0.284, alignment/train=0.0888, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 59%|█████▊ | 275/469 [00:26<00:18, 10.50it/s, v_num=9, loss/train=0.251, alignment/train=0.0929, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 59%|█████▉ | 276/469 [00:26<00:18, 10.51it/s, v_num=9, loss/train=0.251, alignment/train=0.0929, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 59%|█████▉ | 276/469 [00:26<00:18, 10.50it/s, v_num=9, loss/train=0.251, alignment/train=0.0848, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 59%|█████▉ | 277/469 [00:26<00:18, 10.50it/s, v_num=9, loss/train=0.251, alignment/train=0.0848, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 59%|█████▉ | 277/469 [00:26<00:18, 10.50it/s, v_num=9, loss/train=0.287, alignment/train=0.0934, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 59%|█████▉ | 278/469 [00:26<00:18, 10.52it/s, v_num=9, loss/train=0.287, alignment/train=0.0934, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 59%|█████▉ | 278/469 [00:26<00:18, 10.52it/s, v_num=9, loss/train=0.239, alignment/train=0.0898, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 59%|█████▉ | 279/469 [00:26<00:18, 10.51it/s, v_num=9, loss/train=0.239, alignment/train=0.0898, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 59%|█████▉ | 279/469 [00:26<00:18, 10.51it/s, v_num=9, loss/train=0.283, alignment/train=0.0931, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 60%|█████▉ | 280/469 [00:26<00:17, 10.51it/s, v_num=9, loss/train=0.283, alignment/train=0.0931, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 60%|█████▉ | 280/469 [00:26<00:17, 10.51it/s, v_num=9, loss/train=0.262, alignment/train=0.0987, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 60%|█████▉ | 281/469 [00:26<00:17, 10.51it/s, v_num=9, loss/train=0.262, alignment/train=0.0987, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 60%|█████▉ | 281/469 [00:26<00:17, 10.50it/s, v_num=9, loss/train=0.244, alignment/train=0.0923, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 60%|██████ | 282/469 [00:26<00:17, 10.52it/s, v_num=9, loss/train=0.244, alignment/train=0.0923, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 60%|██████ | 282/469 [00:26<00:17, 10.52it/s, v_num=9, loss/train=0.274, alignment/train=0.111, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 60%|██████ | 283/469 [00:26<00:17, 10.53it/s, v_num=9, loss/train=0.274, alignment/train=0.111, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 60%|██████ | 283/469 [00:26<00:17, 10.53it/s, v_num=9, loss/train=0.252, alignment/train=0.095, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 61%|██████ | 284/469 [00:27<00:17, 10.51it/s, v_num=9, loss/train=0.252, alignment/train=0.095, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 61%|██████ | 284/469 [00:27<00:17, 10.51it/s, v_num=9, loss/train=0.239, alignment/train=0.084, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 61%|██████ | 285/469 [00:27<00:17, 10.51it/s, v_num=9, loss/train=0.239, alignment/train=0.084, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 61%|██████ | 285/469 [00:27<00:17, 10.51it/s, v_num=9, loss/train=0.259, alignment/train=0.0852, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 61%|██████ | 286/469 [00:27<00:17, 10.52it/s, v_num=9, loss/train=0.259, alignment/train=0.0852, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 61%|██████ | 286/469 [00:27<00:17, 10.52it/s, v_num=9, loss/train=0.307, alignment/train=0.0951, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 61%|██████ | 287/469 [00:27<00:17, 10.52it/s, v_num=9, loss/train=0.307, alignment/train=0.0951, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 61%|██████ | 287/469 [00:27<00:17, 10.52it/s, v_num=9, loss/train=0.301, alignment/train=0.104, uniformity/train=-3.49, contrastive_acc/train=0.984, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 61%|██████▏ | 288/469 [00:27<00:17, 10.54it/s, v_num=9, loss/train=0.301, alignment/train=0.104, uniformity/train=-3.49, contrastive_acc/train=0.984, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 61%|██████▏ | 288/469 [00:27<00:17, 10.54it/s, v_num=9, loss/train=0.246, alignment/train=0.0903, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 62%|██████▏ | 289/469 [00:27<00:17, 10.53it/s, v_num=9, loss/train=0.246, alignment/train=0.0903, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 62%|██████▏ | 289/469 [00:27<00:17, 10.53it/s, v_num=9, loss/train=0.227, alignment/train=0.0913, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 62%|██████▏ | 290/469 [00:27<00:17, 10.52it/s, v_num=9, loss/train=0.227, alignment/train=0.0913, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 62%|██████▏ | 290/469 [00:27<00:17, 10.52it/s, v_num=9, loss/train=0.220, alignment/train=0.0801, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 62%|██████▏ | 291/469 [00:27<00:16, 10.52it/s, v_num=9, loss/train=0.220, alignment/train=0.0801, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 62%|██████▏ | 291/469 [00:27<00:16, 10.52it/s, v_num=9, loss/train=0.251, alignment/train=0.0975, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 62%|██████▏ | 292/469 [00:27<00:16, 10.54it/s, v_num=9, loss/train=0.251, alignment/train=0.0975, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 62%|██████▏ | 292/469 [00:27<00:16, 10.54it/s, v_num=9, loss/train=0.370, alignment/train=0.115, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 62%|██████▏ | 293/469 [00:27<00:16, 10.55it/s, v_num=9, loss/train=0.370, alignment/train=0.115, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 62%|██████▏ | 293/469 [00:27<00:16, 10.55it/s, v_num=9, loss/train=0.241, alignment/train=0.0751, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 63%|██████▎ | 294/469 [00:27<00:16, 10.54it/s, v_num=9, loss/train=0.241, alignment/train=0.0751, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 63%|██████▎ | 294/469 [00:27<00:16, 10.54it/s, v_num=9, loss/train=0.262, alignment/train=0.0943, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 63%|██████▎ | 295/469 [00:28<00:16, 10.53it/s, v_num=9, loss/train=0.262, alignment/train=0.0943, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 63%|██████▎ | 295/469 [00:28<00:16, 10.52it/s, v_num=9, loss/train=0.296, alignment/train=0.0984, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 63%|██████▎ | 296/469 [00:28<00:16, 10.53it/s, v_num=9, loss/train=0.296, alignment/train=0.0984, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 63%|██████▎ | 296/469 [00:28<00:16, 10.53it/s, v_num=9, loss/train=0.274, alignment/train=0.0909, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 63%|██████▎ | 297/469 [00:28<00:16, 10.53it/s, v_num=9, loss/train=0.274, alignment/train=0.0909, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 63%|██████▎ | 297/469 [00:28<00:16, 10.53it/s, v_num=9, loss/train=0.259, alignment/train=0.0856, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 64%|██████▎ | 298/469 [00:28<00:16, 10.52it/s, v_num=9, loss/train=0.259, alignment/train=0.0856, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 64%|██████▎ | 298/469 [00:28<00:16, 10.52it/s, v_num=9, loss/train=0.284, alignment/train=0.0987, uniformity/train=-3.48, contrastive_acc/train=0.980, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 64%|██████▍ | 299/469 [00:28<00:16, 10.53it/s, v_num=9, loss/train=0.284, alignment/train=0.0987, uniformity/train=-3.48, contrastive_acc/train=0.980, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 64%|██████▍ | 299/469 [00:28<00:16, 10.53it/s, v_num=9, loss/train=0.249, alignment/train=0.0801, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 64%|██████▍ | 300/469 [00:28<00:16, 10.54it/s, v_num=9, loss/train=0.249, alignment/train=0.0801, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 64%|██████▍ | 300/469 [00:28<00:16, 10.54it/s, v_num=9, loss/train=0.248, alignment/train=0.0944, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 64%|██████▍ | 301/469 [00:28<00:15, 10.55it/s, v_num=9, loss/train=0.248, alignment/train=0.0944, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 64%|██████▍ | 301/469 [00:28<00:15, 10.55it/s, v_num=9, loss/train=0.220, alignment/train=0.0733, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 64%|██████▍ | 302/469 [00:28<00:15, 10.55it/s, v_num=9, loss/train=0.220, alignment/train=0.0733, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 64%|██████▍ | 302/469 [00:28<00:15, 10.55it/s, v_num=9, loss/train=0.265, alignment/train=0.0884, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 65%|██████▍ | 303/469 [00:28<00:15, 10.55it/s, v_num=9, loss/train=0.265, alignment/train=0.0884, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 65%|██████▍ | 303/469 [00:28<00:15, 10.55it/s, v_num=9, loss/train=0.271, alignment/train=0.107, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 65%|██████▍ | 304/469 [00:28<00:15, 10.55it/s, v_num=9, loss/train=0.271, alignment/train=0.107, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 65%|██████▍ | 304/469 [00:28<00:15, 10.55it/s, v_num=9, loss/train=0.240, alignment/train=0.0891, uniformity/train=-3.51, contrastive_acc/train=0.988, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 65%|██████▌ | 305/469 [00:28<00:15, 10.55it/s, v_num=9, loss/train=0.240, alignment/train=0.0891, uniformity/train=-3.51, contrastive_acc/train=0.988, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 65%|██████▌ | 305/469 [00:28<00:15, 10.55it/s, v_num=9, loss/train=0.308, alignment/train=0.0894, uniformity/train=-3.42, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 65%|██████▌ | 306/469 [00:28<00:15, 10.56it/s, v_num=9, loss/train=0.308, alignment/train=0.0894, uniformity/train=-3.42, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 65%|██████▌ | 306/469 [00:28<00:15, 10.56it/s, v_num=9, loss/train=0.260, alignment/train=0.0977, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 65%|██████▌ | 307/469 [00:29<00:15, 10.56it/s, v_num=9, loss/train=0.260, alignment/train=0.0977, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 65%|██████▌ | 307/469 [00:29<00:15, 10.56it/s, v_num=9, loss/train=0.310, alignment/train=0.0935, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 66%|██████▌ | 308/469 [00:29<00:15, 10.56it/s, v_num=9, loss/train=0.310, alignment/train=0.0935, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 66%|██████▌ | 308/469 [00:29<00:15, 10.56it/s, v_num=9, loss/train=0.239, alignment/train=0.0952, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 66%|██████▌ | 309/469 [00:29<00:15, 10.58it/s, v_num=9, loss/train=0.239, alignment/train=0.0952, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 66%|██████▌ | 309/469 [00:29<00:15, 10.58it/s, v_num=9, loss/train=0.238, alignment/train=0.0998, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 66%|██████▌ | 310/469 [00:29<00:15, 10.57it/s, v_num=9, loss/train=0.238, alignment/train=0.0998, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 66%|██████▌ | 310/469 [00:29<00:15, 10.57it/s, v_num=9, loss/train=0.231, alignment/train=0.097, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 66%|██████▋ | 311/469 [00:29<00:14, 10.57it/s, v_num=9, loss/train=0.231, alignment/train=0.097, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 66%|██████▋ | 311/469 [00:29<00:14, 10.57it/s, v_num=9, loss/train=0.229, alignment/train=0.0808, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 67%|██████▋ | 312/469 [00:29<00:14, 10.57it/s, v_num=9, loss/train=0.229, alignment/train=0.0808, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 67%|██████▋ | 312/469 [00:29<00:14, 10.57it/s, v_num=9, loss/train=0.255, alignment/train=0.0881, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 67%|██████▋ | 313/469 [00:29<00:14, 10.57it/s, v_num=9, loss/train=0.255, alignment/train=0.0881, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 67%|██████▋ | 313/469 [00:29<00:14, 10.57it/s, v_num=9, loss/train=0.276, alignment/train=0.0855, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 67%|██████▋ | 314/469 [00:29<00:14, 10.56it/s, v_num=9, loss/train=0.276, alignment/train=0.0855, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 67%|██████▋ | 314/469 [00:29<00:14, 10.56it/s, v_num=9, loss/train=0.240, alignment/train=0.0773, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 67%|██████▋ | 315/469 [00:29<00:14, 10.57it/s, v_num=9, loss/train=0.240, alignment/train=0.0773, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 67%|██████▋ | 315/469 [00:29<00:14, 10.57it/s, v_num=9, loss/train=0.224, alignment/train=0.0748, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 67%|██████▋ | 316/469 [00:29<00:14, 10.57it/s, v_num=9, loss/train=0.224, alignment/train=0.0748, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 67%|██████▋ | 316/469 [00:29<00:14, 10.57it/s, v_num=9, loss/train=0.251, alignment/train=0.0981, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 68%|██████▊ | 317/469 [00:29<00:14, 10.59it/s, v_num=9, loss/train=0.251, alignment/train=0.0981, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 68%|██████▊ | 317/469 [00:29<00:14, 10.59it/s, v_num=9, loss/train=0.273, alignment/train=0.0947, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 68%|██████▊ | 318/469 [00:30<00:14, 10.60it/s, v_num=9, loss/train=0.273, alignment/train=0.0947, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 68%|██████▊ | 318/469 [00:30<00:14, 10.60it/s, v_num=9, loss/train=0.244, alignment/train=0.0976, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 68%|██████▊ | 319/469 [00:30<00:14, 10.60it/s, v_num=9, loss/train=0.244, alignment/train=0.0976, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 68%|██████▊ | 319/469 [00:30<00:14, 10.60it/s, v_num=9, loss/train=0.232, alignment/train=0.0762, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 68%|██████▊ | 320/469 [00:30<00:14, 10.58it/s, v_num=9, loss/train=0.232, alignment/train=0.0762, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 68%|██████▊ | 320/469 [00:30<00:14, 10.58it/s, v_num=9, loss/train=0.239, alignment/train=0.0701, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 68%|██████▊ | 321/469 [00:30<00:13, 10.57it/s, v_num=9, loss/train=0.239, alignment/train=0.0701, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 68%|██████▊ | 321/469 [00:30<00:13, 10.57it/s, v_num=9, loss/train=0.278, alignment/train=0.0887, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 69%|██████▊ | 322/469 [00:30<00:13, 10.58it/s, v_num=9, loss/train=0.278, alignment/train=0.0887, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 69%|██████▊ | 322/469 [00:30<00:13, 10.58it/s, v_num=9, loss/train=0.279, alignment/train=0.0884, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 69%|██████▉ | 323/469 [00:30<00:13, 10.57it/s, v_num=9, loss/train=0.279, alignment/train=0.0884, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 69%|██████▉ | 323/469 [00:30<00:13, 10.57it/s, v_num=9, loss/train=0.282, alignment/train=0.0975, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 69%|██████▉ | 324/469 [00:30<00:13, 10.58it/s, v_num=9, loss/train=0.282, alignment/train=0.0975, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 69%|██████▉ | 324/469 [00:30<00:13, 10.58it/s, v_num=9, loss/train=0.269, alignment/train=0.0889, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 69%|██████▉ | 325/469 [00:30<00:13, 10.59it/s, v_num=9, loss/train=0.269, alignment/train=0.0889, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 69%|██████▉ | 325/469 [00:30<00:13, 10.59it/s, v_num=9, loss/train=0.226, alignment/train=0.0877, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 70%|██████▉ | 326/469 [00:30<00:13, 10.60it/s, v_num=9, loss/train=0.226, alignment/train=0.0877, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 70%|██████▉ | 326/469 [00:30<00:13, 10.60it/s, v_num=9, loss/train=0.242, alignment/train=0.0834, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 70%|██████▉ | 327/469 [00:30<00:13, 10.62it/s, v_num=9, loss/train=0.242, alignment/train=0.0834, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 70%|██████▉ | 327/469 [00:30<00:13, 10.61it/s, v_num=9, loss/train=0.228, alignment/train=0.096, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 70%|██████▉ | 328/469 [00:30<00:13, 10.61it/s, v_num=9, loss/train=0.228, alignment/train=0.096, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 70%|██████▉ | 328/469 [00:30<00:13, 10.61it/s, v_num=9, loss/train=0.202, alignment/train=0.0747, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 70%|███████ | 329/469 [00:31<00:13, 10.60it/s, v_num=9, loss/train=0.202, alignment/train=0.0747, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 70%|███████ | 329/469 [00:31<00:13, 10.60it/s, v_num=9, loss/train=0.267, alignment/train=0.091, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 70%|███████ | 330/469 [00:31<00:13, 10.59it/s, v_num=9, loss/train=0.267, alignment/train=0.091, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 70%|███████ | 330/469 [00:31<00:13, 10.59it/s, v_num=9, loss/train=0.213, alignment/train=0.085, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 71%|███████ | 331/469 [00:31<00:13, 10.60it/s, v_num=9, loss/train=0.213, alignment/train=0.085, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 71%|███████ | 331/469 [00:31<00:13, 10.59it/s, v_num=9, loss/train=0.209, alignment/train=0.0754, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 71%|███████ | 332/469 [00:31<00:12, 10.61it/s, v_num=9, loss/train=0.209, alignment/train=0.0754, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 71%|███████ | 332/469 [00:31<00:12, 10.61it/s, v_num=9, loss/train=0.295, alignment/train=0.0848, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 71%|███████ | 333/469 [00:31<00:12, 10.61it/s, v_num=9, loss/train=0.295, alignment/train=0.0848, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 71%|███████ | 333/469 [00:31<00:12, 10.61it/s, v_num=9, loss/train=0.259, alignment/train=0.0957, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 71%|███████ | 334/469 [00:31<00:12, 10.59it/s, v_num=9, loss/train=0.259, alignment/train=0.0957, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 71%|███████ | 334/469 [00:31<00:12, 10.59it/s, v_num=9, loss/train=0.234, alignment/train=0.0824, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 71%|███████▏ | 335/469 [00:31<00:12, 10.59it/s, v_num=9, loss/train=0.234, alignment/train=0.0824, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 71%|███████▏ | 335/469 [00:31<00:12, 10.59it/s, v_num=9, loss/train=0.207, alignment/train=0.0879, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 72%|███████▏ | 336/469 [00:31<00:12, 10.60it/s, v_num=9, loss/train=0.207, alignment/train=0.0879, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 72%|███████▏ | 336/469 [00:31<00:12, 10.60it/s, v_num=9, loss/train=0.317, alignment/train=0.103, uniformity/train=-3.43, contrastive_acc/train=0.984, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 72%|███████▏ | 337/469 [00:31<00:12, 10.59it/s, v_num=9, loss/train=0.317, alignment/train=0.103, uniformity/train=-3.43, contrastive_acc/train=0.984, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 72%|███████▏ | 337/469 [00:31<00:12, 10.59it/s, v_num=9, loss/train=0.267, alignment/train=0.0947, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 72%|███████▏ | 338/469 [00:31<00:12, 10.61it/s, v_num=9, loss/train=0.267, alignment/train=0.0947, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 72%|███████▏ | 338/469 [00:31<00:12, 10.61it/s, v_num=9, loss/train=0.282, alignment/train=0.0829, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 72%|███████▏ | 339/469 [00:31<00:12, 10.61it/s, v_num=9, loss/train=0.282, alignment/train=0.0829, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 72%|███████▏ | 339/469 [00:31<00:12, 10.61it/s, v_num=9, loss/train=0.241, alignment/train=0.0956, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 72%|███████▏ | 340/469 [00:32<00:12, 10.60it/s, v_num=9, loss/train=0.241, alignment/train=0.0956, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 72%|███████▏ | 340/469 [00:32<00:12, 10.60it/s, v_num=9, loss/train=0.231, alignment/train=0.0834, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 73%|███████▎ | 341/469 [00:32<00:12, 10.61it/s, v_num=9, loss/train=0.231, alignment/train=0.0834, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 73%|███████▎ | 341/469 [00:32<00:12, 10.61it/s, v_num=9, loss/train=0.296, alignment/train=0.0974, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 73%|███████▎ | 342/469 [00:32<00:11, 10.63it/s, v_num=9, loss/train=0.296, alignment/train=0.0974, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 73%|███████▎ | 342/469 [00:32<00:11, 10.63it/s, v_num=9, loss/train=0.261, alignment/train=0.0878, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 73%|███████▎ | 343/469 [00:32<00:11, 10.60it/s, v_num=9, loss/train=0.261, alignment/train=0.0878, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 73%|███████▎ | 343/469 [00:32<00:11, 10.60it/s, v_num=9, loss/train=0.206, alignment/train=0.0822, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 73%|███████▎ | 344/469 [00:32<00:11, 10.61it/s, v_num=9, loss/train=0.206, alignment/train=0.0822, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 73%|███████▎ | 344/469 [00:32<00:11, 10.61it/s, v_num=9, loss/train=0.264, alignment/train=0.087, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 74%|███████▎ | 345/469 [00:32<00:11, 10.61it/s, v_num=9, loss/train=0.264, alignment/train=0.087, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 74%|███████▎ | 345/469 [00:32<00:11, 10.61it/s, v_num=9, loss/train=0.263, alignment/train=0.0852, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 74%|███████▍ | 346/469 [00:32<00:11, 10.61it/s, v_num=9, loss/train=0.263, alignment/train=0.0852, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 74%|███████▍ | 346/469 [00:32<00:11, 10.61it/s, v_num=9, loss/train=0.252, alignment/train=0.0861, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 74%|███████▍ | 347/469 [00:32<00:11, 10.62it/s, v_num=9, loss/train=0.252, alignment/train=0.0861, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 74%|███████▍ | 347/469 [00:32<00:11, 10.62it/s, v_num=9, loss/train=0.226, alignment/train=0.0732, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 74%|███████▍ | 348/469 [00:32<00:11, 10.62it/s, v_num=9, loss/train=0.226, alignment/train=0.0732, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 74%|███████▍ | 348/469 [00:32<00:11, 10.61it/s, v_num=9, loss/train=0.215, alignment/train=0.0876, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 74%|███████▍ | 349/469 [00:32<00:11, 10.61it/s, v_num=9, loss/train=0.215, alignment/train=0.0876, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 74%|███████▍ | 349/469 [00:32<00:11, 10.61it/s, v_num=9, loss/train=0.252, alignment/train=0.0941, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 75%|███████▍ | 350/469 [00:32<00:11, 10.62it/s, v_num=9, loss/train=0.252, alignment/train=0.0941, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 75%|███████▍ | 350/469 [00:32<00:11, 10.62it/s, v_num=9, loss/train=0.290, alignment/train=0.112, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 75%|███████▍ | 351/469 [00:33<00:11, 10.63it/s, v_num=9, loss/train=0.290, alignment/train=0.112, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 75%|███████▍ | 351/469 [00:33<00:11, 10.63it/s, v_num=9, loss/train=0.266, alignment/train=0.0967, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 75%|███████▌ | 352/469 [00:33<00:10, 10.64it/s, v_num=9, loss/train=0.266, alignment/train=0.0967, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 75%|███████▌ | 352/469 [00:33<00:10, 10.64it/s, v_num=9, loss/train=0.270, alignment/train=0.0992, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 75%|███████▌ | 353/469 [00:33<00:10, 10.65it/s, v_num=9, loss/train=0.270, alignment/train=0.0992, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 75%|███████▌ | 353/469 [00:33<00:10, 10.65it/s, v_num=9, loss/train=0.278, alignment/train=0.105, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 75%|███████▌ | 354/469 [00:33<00:10, 10.65it/s, v_num=9, loss/train=0.278, alignment/train=0.105, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 75%|███████▌ | 354/469 [00:33<00:10, 10.65it/s, v_num=9, loss/train=0.253, alignment/train=0.0715, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 76%|███████▌ | 355/469 [00:33<00:10, 10.63it/s, v_num=9, loss/train=0.253, alignment/train=0.0715, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 76%|███████▌ | 355/469 [00:33<00:10, 10.63it/s, v_num=9, loss/train=0.291, alignment/train=0.091, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 76%|███████▌ | 356/469 [00:33<00:10, 10.61it/s, v_num=9, loss/train=0.291, alignment/train=0.091, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 76%|███████▌ | 356/469 [00:33<00:10, 10.61it/s, v_num=9, loss/train=0.227, alignment/train=0.0755, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 76%|███████▌ | 357/469 [00:33<00:10, 10.63it/s, v_num=9, loss/train=0.227, alignment/train=0.0755, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 76%|███████▌ | 357/469 [00:33<00:10, 10.62it/s, v_num=9, loss/train=0.273, alignment/train=0.0918, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 76%|███████▋ | 358/469 [00:33<00:10, 10.63it/s, v_num=9, loss/train=0.273, alignment/train=0.0918, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 76%|███████▋ | 358/469 [00:33<00:10, 10.63it/s, v_num=9, loss/train=0.235, alignment/train=0.0811, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 77%|███████▋ | 359/469 [00:33<00:10, 10.62it/s, v_num=9, loss/train=0.235, alignment/train=0.0811, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 77%|███████▋ | 359/469 [00:33<00:10, 10.62it/s, v_num=9, loss/train=0.247, alignment/train=0.0917, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 77%|███████▋ | 360/469 [00:33<00:10, 10.63it/s, v_num=9, loss/train=0.247, alignment/train=0.0917, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 77%|███████▋ | 360/469 [00:33<00:10, 10.63it/s, v_num=9, loss/train=0.242, alignment/train=0.0891, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 77%|███████▋ | 361/469 [00:33<00:10, 10.64it/s, v_num=9, loss/train=0.242, alignment/train=0.0891, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 77%|███████▋ | 361/469 [00:33<00:10, 10.64it/s, v_num=9, loss/train=0.269, alignment/train=0.0888, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 77%|███████▋ | 362/469 [00:34<00:10, 10.64it/s, v_num=9, loss/train=0.269, alignment/train=0.0888, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 77%|███████▋ | 362/469 [00:34<00:10, 10.64it/s, v_num=9, loss/train=0.226, alignment/train=0.0977, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 77%|███████▋ | 363/469 [00:34<00:09, 10.64it/s, v_num=9, loss/train=0.226, alignment/train=0.0977, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 77%|███████▋ | 363/469 [00:34<00:09, 10.64it/s, v_num=9, loss/train=0.234, alignment/train=0.0841, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 78%|███████▊ | 364/469 [00:34<00:09, 10.64it/s, v_num=9, loss/train=0.234, alignment/train=0.0841, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 78%|███████▊ | 364/469 [00:34<00:09, 10.64it/s, v_num=9, loss/train=0.270, alignment/train=0.0892, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 78%|███████▊ | 365/469 [00:34<00:09, 10.65it/s, v_num=9, loss/train=0.270, alignment/train=0.0892, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 78%|███████▊ | 365/469 [00:34<00:09, 10.65it/s, v_num=9, loss/train=0.239, alignment/train=0.0986, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 78%|███████▊ | 366/469 [00:34<00:09, 10.65it/s, v_num=9, loss/train=0.239, alignment/train=0.0986, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 78%|███████▊ | 366/469 [00:34<00:09, 10.65it/s, v_num=9, loss/train=0.285, alignment/train=0.0962, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 78%|███████▊ | 367/469 [00:34<00:09, 10.63it/s, v_num=9, loss/train=0.285, alignment/train=0.0962, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 78%|███████▊ | 367/469 [00:34<00:09, 10.63it/s, v_num=9, loss/train=0.263, alignment/train=0.0828, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 78%|███████▊ | 368/469 [00:34<00:09, 10.64it/s, v_num=9, loss/train=0.263, alignment/train=0.0828, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 78%|███████▊ | 368/469 [00:34<00:09, 10.64it/s, v_num=9, loss/train=0.268, alignment/train=0.0841, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 79%|███████▊ | 369/469 [00:34<00:09, 10.65it/s, v_num=9, loss/train=0.268, alignment/train=0.0841, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 79%|███████▊ | 369/469 [00:34<00:09, 10.65it/s, v_num=9, loss/train=0.233, alignment/train=0.0824, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 79%|███████▉ | 370/469 [00:34<00:09, 10.64it/s, v_num=9, loss/train=0.233, alignment/train=0.0824, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 79%|███████▉ | 370/469 [00:34<00:09, 10.64it/s, v_num=9, loss/train=0.237, alignment/train=0.0737, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 79%|███████▉ | 371/469 [00:34<00:09, 10.65it/s, v_num=9, loss/train=0.237, alignment/train=0.0737, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 79%|███████▉ | 371/469 [00:34<00:09, 10.65it/s, v_num=9, loss/train=0.241, alignment/train=0.0798, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 79%|███████▉ | 372/469 [00:34<00:09, 10.66it/s, v_num=9, loss/train=0.241, alignment/train=0.0798, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 79%|███████▉ | 372/469 [00:34<00:09, 10.66it/s, v_num=9, loss/train=0.259, alignment/train=0.089, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 80%|███████▉ | 373/469 [00:34<00:08, 10.67it/s, v_num=9, loss/train=0.259, alignment/train=0.089, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 80%|███████▉ | 373/469 [00:34<00:08, 10.67it/s, v_num=9, loss/train=0.282, alignment/train=0.0949, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 80%|███████▉ | 374/469 [00:35<00:08, 10.67it/s, v_num=9, loss/train=0.282, alignment/train=0.0949, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 80%|███████▉ | 374/469 [00:35<00:08, 10.67it/s, v_num=9, loss/train=0.253, alignment/train=0.0937, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 80%|███████▉ | 375/469 [00:35<00:08, 10.68it/s, v_num=9, loss/train=0.253, alignment/train=0.0937, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 80%|███████▉ | 375/469 [00:35<00:08, 10.68it/s, v_num=9, loss/train=0.239, alignment/train=0.0956, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 80%|████████ | 376/469 [00:35<00:08, 10.69it/s, v_num=9, loss/train=0.239, alignment/train=0.0956, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 80%|████████ | 376/469 [00:35<00:08, 10.69it/s, v_num=9, loss/train=0.256, alignment/train=0.0881, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 80%|████████ | 377/469 [00:35<00:08, 10.69it/s, v_num=9, loss/train=0.256, alignment/train=0.0881, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 80%|████████ | 377/469 [00:35<00:08, 10.69it/s, v_num=9, loss/train=0.271, alignment/train=0.0973, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 81%|████████ | 378/469 [00:35<00:08, 10.67it/s, v_num=9, loss/train=0.271, alignment/train=0.0973, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 81%|████████ | 378/469 [00:35<00:08, 10.67it/s, v_num=9, loss/train=0.234, alignment/train=0.0769, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 81%|████████ | 379/469 [00:35<00:08, 10.65it/s, v_num=9, loss/train=0.234, alignment/train=0.0769, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 81%|████████ | 379/469 [00:35<00:08, 10.65it/s, v_num=9, loss/train=0.251, alignment/train=0.0886, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 81%|████████ | 380/469 [00:35<00:08, 10.66it/s, v_num=9, loss/train=0.251, alignment/train=0.0886, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 81%|████████ | 380/469 [00:35<00:08, 10.66it/s, v_num=9, loss/train=0.202, alignment/train=0.0836, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 81%|████████ | 381/469 [00:35<00:08, 10.67it/s, v_num=9, loss/train=0.202, alignment/train=0.0836, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 81%|████████ | 381/469 [00:35<00:08, 10.67it/s, v_num=9, loss/train=0.238, alignment/train=0.0834, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 81%|████████▏ | 382/469 [00:35<00:08, 10.67it/s, v_num=9, loss/train=0.238, alignment/train=0.0834, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 81%|████████▏ | 382/469 [00:35<00:08, 10.67it/s, v_num=9, loss/train=0.273, alignment/train=0.0981, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 82%|████████▏ | 383/469 [00:35<00:08, 10.66it/s, v_num=9, loss/train=0.273, alignment/train=0.0981, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 82%|████████▏ | 383/469 [00:35<00:08, 10.66it/s, v_num=9, loss/train=0.230, alignment/train=0.088, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 82%|████████▏ | 384/469 [00:36<00:07, 10.66it/s, v_num=9, loss/train=0.230, alignment/train=0.088, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 82%|████████▏ | 384/469 [00:36<00:07, 10.66it/s, v_num=9, loss/train=0.224, alignment/train=0.0804, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 82%|████████▏ | 385/469 [00:36<00:07, 10.67it/s, v_num=9, loss/train=0.224, alignment/train=0.0804, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 82%|████████▏ | 385/469 [00:36<00:07, 10.67it/s, v_num=9, loss/train=0.207, alignment/train=0.0827, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 82%|████████▏ | 386/469 [00:36<00:07, 10.67it/s, v_num=9, loss/train=0.207, alignment/train=0.0827, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 82%|████████▏ | 386/469 [00:36<00:07, 10.67it/s, v_num=9, loss/train=0.243, alignment/train=0.0885, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 83%|████████▎ | 387/469 [00:36<00:07, 10.68it/s, v_num=9, loss/train=0.243, alignment/train=0.0885, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 83%|████████▎ | 387/469 [00:36<00:07, 10.68it/s, v_num=9, loss/train=0.268, alignment/train=0.0897, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 83%|████████▎ | 388/469 [00:36<00:07, 10.67it/s, v_num=9, loss/train=0.268, alignment/train=0.0897, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 83%|████████▎ | 388/469 [00:36<00:07, 10.67it/s, v_num=9, loss/train=0.217, alignment/train=0.0908, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 83%|████████▎ | 389/469 [00:36<00:07, 10.67it/s, v_num=9, loss/train=0.217, alignment/train=0.0908, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 83%|████████▎ | 389/469 [00:36<00:07, 10.67it/s, v_num=9, loss/train=0.259, alignment/train=0.0877, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 83%|████████▎ | 390/469 [00:36<00:07, 10.68it/s, v_num=9, loss/train=0.259, alignment/train=0.0877, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 83%|████████▎ | 390/469 [00:36<00:07, 10.68it/s, v_num=9, loss/train=0.269, alignment/train=0.0915, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 83%|████████▎ | 391/469 [00:36<00:07, 10.68it/s, v_num=9, loss/train=0.269, alignment/train=0.0915, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 83%|████████▎ | 391/469 [00:36<00:07, 10.68it/s, v_num=9, loss/train=0.219, alignment/train=0.0958, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 84%|████████▎ | 392/469 [00:36<00:07, 10.68it/s, v_num=9, loss/train=0.219, alignment/train=0.0958, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 84%|████████▎ | 392/469 [00:36<00:07, 10.68it/s, v_num=9, loss/train=0.242, alignment/train=0.079, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 84%|████████▍ | 393/469 [00:36<00:07, 10.68it/s, v_num=9, loss/train=0.242, alignment/train=0.079, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 84%|████████▍ | 393/469 [00:36<00:07, 10.68it/s, v_num=9, loss/train=0.189, alignment/train=0.0783, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 84%|████████▍ | 394/469 [00:36<00:07, 10.69it/s, v_num=9, loss/train=0.189, alignment/train=0.0783, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 84%|████████▍ | 394/469 [00:36<00:07, 10.69it/s, v_num=9, loss/train=0.261, alignment/train=0.0922, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 84%|████████▍ | 395/469 [00:36<00:06, 10.70it/s, v_num=9, loss/train=0.261, alignment/train=0.0922, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 84%|████████▍ | 395/469 [00:36<00:06, 10.70it/s, v_num=9, loss/train=0.257, alignment/train=0.0871, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 84%|████████▍ | 396/469 [00:37<00:06, 10.69it/s, v_num=9, loss/train=0.257, alignment/train=0.0871, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 84%|████████▍ | 396/469 [00:37<00:06, 10.69it/s, v_num=9, loss/train=0.306, alignment/train=0.0913, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 85%|████████▍ | 397/469 [00:37<00:06, 10.68it/s, v_num=9, loss/train=0.306, alignment/train=0.0913, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 85%|████████▍ | 397/469 [00:37<00:06, 10.68it/s, v_num=9, loss/train=0.246, alignment/train=0.0864, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 85%|████████▍ | 398/469 [00:37<00:06, 10.68it/s, v_num=9, loss/train=0.246, alignment/train=0.0864, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 85%|████████▍ | 398/469 [00:37<00:06, 10.68it/s, v_num=9, loss/train=0.252, alignment/train=0.0946, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 85%|████████▌ | 399/469 [00:37<00:06, 10.68it/s, v_num=9, loss/train=0.252, alignment/train=0.0946, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 85%|████████▌ | 399/469 [00:37<00:06, 10.68it/s, v_num=9, loss/train=0.279, alignment/train=0.0878, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 85%|████████▌ | 400/469 [00:37<00:06, 10.68it/s, v_num=9, loss/train=0.279, alignment/train=0.0878, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 85%|████████▌ | 400/469 [00:37<00:06, 10.68it/s, v_num=9, loss/train=0.224, alignment/train=0.0807, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 86%|████████▌ | 401/469 [00:37<00:06, 10.69it/s, v_num=9, loss/train=0.224, alignment/train=0.0807, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 86%|████████▌ | 401/469 [00:37<00:06, 10.69it/s, v_num=9, loss/train=0.276, alignment/train=0.0832, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 86%|████████▌ | 402/469 [00:37<00:06, 10.70it/s, v_num=9, loss/train=0.276, alignment/train=0.0832, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 86%|████████▌ | 402/469 [00:37<00:06, 10.70it/s, v_num=9, loss/train=0.247, alignment/train=0.0926, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 86%|████████▌ | 403/469 [00:37<00:06, 10.70it/s, v_num=9, loss/train=0.247, alignment/train=0.0926, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 86%|████████▌ | 403/469 [00:37<00:06, 10.70it/s, v_num=9, loss/train=0.228, alignment/train=0.0743, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 86%|████████▌ | 404/469 [00:37<00:06, 10.71it/s, v_num=9, loss/train=0.228, alignment/train=0.0743, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 86%|████████▌ | 404/469 [00:37<00:06, 10.71it/s, v_num=9, loss/train=0.230, alignment/train=0.0879, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 86%|████████▋ | 405/469 [00:37<00:05, 10.69it/s, v_num=9, loss/train=0.230, alignment/train=0.0879, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 86%|████████▋ | 405/469 [00:37<00:05, 10.69it/s, v_num=9, loss/train=0.243, alignment/train=0.0894, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 87%|████████▋ | 406/469 [00:37<00:05, 10.69it/s, v_num=9, loss/train=0.243, alignment/train=0.0894, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 87%|████████▋ | 406/469 [00:37<00:05, 10.69it/s, v_num=9, loss/train=0.243, alignment/train=0.0977, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 87%|████████▋ | 407/469 [00:38<00:05, 10.70it/s, v_num=9, loss/train=0.243, alignment/train=0.0977, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 87%|████████▋ | 407/469 [00:38<00:05, 10.70it/s, v_num=9, loss/train=0.213, alignment/train=0.0813, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 87%|████████▋ | 408/469 [00:38<00:05, 10.69it/s, v_num=9, loss/train=0.213, alignment/train=0.0813, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 87%|████████▋ | 408/469 [00:38<00:05, 10.69it/s, v_num=9, loss/train=0.277, alignment/train=0.105, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 87%|████████▋ | 409/469 [00:38<00:05, 10.70it/s, v_num=9, loss/train=0.277, alignment/train=0.105, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 87%|████████▋ | 409/469 [00:38<00:05, 10.70it/s, v_num=9, loss/train=0.277, alignment/train=0.0993, uniformity/train=-3.49, contrastive_acc/train=0.980, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 87%|████████▋ | 410/469 [00:38<00:05, 10.69it/s, v_num=9, loss/train=0.277, alignment/train=0.0993, uniformity/train=-3.49, contrastive_acc/train=0.980, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 87%|████████▋ | 410/469 [00:38<00:05, 10.69it/s, v_num=9, loss/train=0.211, alignment/train=0.0859, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 88%|████████▊ | 411/469 [00:38<00:05, 10.69it/s, v_num=9, loss/train=0.211, alignment/train=0.0859, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 88%|████████▊ | 411/469 [00:38<00:05, 10.69it/s, v_num=9, loss/train=0.273, alignment/train=0.0983, uniformity/train=-3.47, contrastive_acc/train=0.984, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 88%|████████▊ | 412/469 [00:38<00:05, 10.70it/s, v_num=9, loss/train=0.273, alignment/train=0.0983, uniformity/train=-3.47, contrastive_acc/train=0.984, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 88%|████████▊ | 412/469 [00:38<00:05, 10.70it/s, v_num=9, loss/train=0.266, alignment/train=0.0882, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 88%|████████▊ | 413/469 [00:38<00:05, 10.69it/s, v_num=9, loss/train=0.266, alignment/train=0.0882, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 88%|████████▊ | 413/469 [00:38<00:05, 10.69it/s, v_num=9, loss/train=0.238, alignment/train=0.0731, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 88%|████████▊ | 414/469 [00:38<00:05, 10.70it/s, v_num=9, loss/train=0.238, alignment/train=0.0731, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 88%|████████▊ | 414/469 [00:38<00:05, 10.70it/s, v_num=9, loss/train=0.234, alignment/train=0.0895, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 88%|████████▊ | 415/469 [00:38<00:05, 10.70it/s, v_num=9, loss/train=0.234, alignment/train=0.0895, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 88%|████████▊ | 415/469 [00:38<00:05, 10.70it/s, v_num=9, loss/train=0.234, alignment/train=0.0767, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 89%|████████▊ | 416/469 [00:38<00:04, 10.71it/s, v_num=9, loss/train=0.234, alignment/train=0.0767, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 89%|████████▊ | 416/469 [00:38<00:04, 10.71it/s, v_num=9, loss/train=0.241, alignment/train=0.0735, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 89%|████████▉ | 417/469 [00:38<00:04, 10.72it/s, v_num=9, loss/train=0.241, alignment/train=0.0735, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 89%|████████▉ | 417/469 [00:38<00:04, 10.72it/s, v_num=9, loss/train=0.233, alignment/train=0.0831, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 89%|████████▉ | 418/469 [00:39<00:04, 10.71it/s, v_num=9, loss/train=0.233, alignment/train=0.0831, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 89%|████████▉ | 418/469 [00:39<00:04, 10.71it/s, v_num=9, loss/train=0.281, alignment/train=0.093, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 89%|████████▉ | 419/469 [00:39<00:04, 10.70it/s, v_num=9, loss/train=0.281, alignment/train=0.093, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 89%|████████▉ | 419/469 [00:39<00:04, 10.69it/s, v_num=9, loss/train=0.232, alignment/train=0.077, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 90%|████████▉ | 420/469 [00:39<00:04, 10.70it/s, v_num=9, loss/train=0.232, alignment/train=0.077, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 90%|████████▉ | 420/469 [00:39<00:04, 10.70it/s, v_num=9, loss/train=0.228, alignment/train=0.0825, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 90%|████████▉ | 421/469 [00:39<00:04, 10.71it/s, v_num=9, loss/train=0.228, alignment/train=0.0825, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 90%|████████▉ | 421/469 [00:39<00:04, 10.71it/s, v_num=9, loss/train=0.231, alignment/train=0.0781, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 90%|████████▉ | 422/469 [00:39<00:04, 10.71it/s, v_num=9, loss/train=0.231, alignment/train=0.0781, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 90%|████████▉ | 422/469 [00:39<00:04, 10.71it/s, v_num=9, loss/train=0.287, alignment/train=0.0822, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 90%|█████████ | 423/469 [00:39<00:04, 10.71it/s, v_num=9, loss/train=0.287, alignment/train=0.0822, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 90%|█████████ | 423/469 [00:39<00:04, 10.71it/s, v_num=9, loss/train=0.284, alignment/train=0.0923, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 90%|█████████ | 424/469 [00:39<00:04, 10.72it/s, v_num=9, loss/train=0.284, alignment/train=0.0923, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 90%|█████████ | 424/469 [00:39<00:04, 10.72it/s, v_num=9, loss/train=0.281, alignment/train=0.086, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 91%|█████████ | 425/469 [00:39<00:04, 10.73it/s, v_num=9, loss/train=0.281, alignment/train=0.086, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 91%|█████████ | 425/469 [00:39<00:04, 10.73it/s, v_num=9, loss/train=0.257, alignment/train=0.0876, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 91%|█████████ | 426/469 [00:39<00:04, 10.72it/s, v_num=9, loss/train=0.257, alignment/train=0.0876, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 91%|█████████ | 426/469 [00:39<00:04, 10.72it/s, v_num=9, loss/train=0.219, alignment/train=0.0898, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 91%|█████████ | 427/469 [00:39<00:03, 10.71it/s, v_num=9, loss/train=0.219, alignment/train=0.0898, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 91%|█████████ | 427/469 [00:39<00:03, 10.71it/s, v_num=9, loss/train=0.222, alignment/train=0.0978, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 91%|█████████▏| 428/469 [00:39<00:03, 10.72it/s, v_num=9, loss/train=0.222, alignment/train=0.0978, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 91%|█████████▏| 428/469 [00:39<00:03, 10.72it/s, v_num=9, loss/train=0.234, alignment/train=0.0909, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 91%|█████████▏| 429/469 [00:40<00:03, 10.72it/s, v_num=9, loss/train=0.234, alignment/train=0.0909, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 91%|█████████▏| 429/469 [00:40<00:03, 10.72it/s, v_num=9, loss/train=0.271, alignment/train=0.0982, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 92%|█████████▏| 430/469 [00:40<00:03, 10.72it/s, v_num=9, loss/train=0.271, alignment/train=0.0982, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 92%|█████████▏| 430/469 [00:40<00:03, 10.72it/s, v_num=9, loss/train=0.273, alignment/train=0.0864, uniformity/train=-3.42, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 92%|█████████▏| 431/469 [00:40<00:03, 10.73it/s, v_num=9, loss/train=0.273, alignment/train=0.0864, uniformity/train=-3.42, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 92%|█████████▏| 431/469 [00:40<00:03, 10.73it/s, v_num=9, loss/train=0.198, alignment/train=0.0793, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 92%|█████████▏| 432/469 [00:40<00:03, 10.73it/s, v_num=9, loss/train=0.198, alignment/train=0.0793, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 92%|█████████▏| 432/469 [00:40<00:03, 10.73it/s, v_num=9, loss/train=0.297, alignment/train=0.100, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 92%|█████████▏| 433/469 [00:40<00:03, 10.73it/s, v_num=9, loss/train=0.297, alignment/train=0.100, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 92%|█████████▏| 433/469 [00:40<00:03, 10.73it/s, v_num=9, loss/train=0.241, alignment/train=0.0835, uniformity/train=-3.48, contrastive_acc/train=0.984, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 93%|█████████▎| 434/469 [00:40<00:03, 10.74it/s, v_num=9, loss/train=0.241, alignment/train=0.0835, uniformity/train=-3.48, contrastive_acc/train=0.984, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 93%|█████████▎| 434/469 [00:40<00:03, 10.74it/s, v_num=9, loss/train=0.267, alignment/train=0.0877, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 93%|█████████▎| 435/469 [00:40<00:03, 10.73it/s, v_num=9, loss/train=0.267, alignment/train=0.0877, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 93%|█████████▎| 435/469 [00:40<00:03, 10.73it/s, v_num=9, loss/train=0.269, alignment/train=0.0879, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 93%|█████████▎| 436/469 [00:40<00:03, 10.73it/s, v_num=9, loss/train=0.269, alignment/train=0.0879, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 93%|█████████▎| 436/469 [00:40<00:03, 10.73it/s, v_num=9, loss/train=0.237, alignment/train=0.0973, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 93%|█████████▎| 437/469 [00:40<00:02, 10.74it/s, v_num=9, loss/train=0.237, alignment/train=0.0973, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 93%|█████████▎| 437/469 [00:40<00:02, 10.74it/s, v_num=9, loss/train=0.280, alignment/train=0.0993, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 93%|█████████▎| 438/469 [00:40<00:02, 10.74it/s, v_num=9, loss/train=0.280, alignment/train=0.0993, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 93%|█████████▎| 438/469 [00:40<00:02, 10.74it/s, v_num=9, loss/train=0.247, alignment/train=0.0856, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 94%|█████████▎| 439/469 [00:40<00:02, 10.74it/s, v_num=9, loss/train=0.247, alignment/train=0.0856, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 94%|█████████▎| 439/469 [00:40<00:02, 10.74it/s, v_num=9, loss/train=0.272, alignment/train=0.0891, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 94%|█████████▍| 440/469 [00:40<00:02, 10.74it/s, v_num=9, loss/train=0.272, alignment/train=0.0891, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 94%|█████████▍| 440/469 [00:40<00:02, 10.74it/s, v_num=9, loss/train=0.247, alignment/train=0.0923, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 94%|█████████▍| 441/469 [00:41<00:02, 10.73it/s, v_num=9, loss/train=0.247, alignment/train=0.0923, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 94%|█████████▍| 441/469 [00:41<00:02, 10.73it/s, v_num=9, loss/train=0.284, alignment/train=0.0911, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 94%|█████████▍| 442/469 [00:41<00:02, 10.74it/s, v_num=9, loss/train=0.284, alignment/train=0.0911, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 94%|█████████▍| 442/469 [00:41<00:02, 10.74it/s, v_num=9, loss/train=0.208, alignment/train=0.0738, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 94%|█████████▍| 443/469 [00:41<00:02, 10.74it/s, v_num=9, loss/train=0.208, alignment/train=0.0738, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 94%|█████████▍| 443/469 [00:41<00:02, 10.74it/s, v_num=9, loss/train=0.279, alignment/train=0.0712, uniformity/train=-3.42, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 95%|█████████▍| 444/469 [00:41<00:02, 10.75it/s, v_num=9, loss/train=0.279, alignment/train=0.0712, uniformity/train=-3.42, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 95%|█████████▍| 444/469 [00:41<00:02, 10.75it/s, v_num=9, loss/train=0.246, alignment/train=0.0937, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 95%|█████████▍| 445/469 [00:41<00:02, 10.74it/s, v_num=9, loss/train=0.246, alignment/train=0.0937, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 95%|█████████▍| 445/469 [00:41<00:02, 10.74it/s, v_num=9, loss/train=0.296, alignment/train=0.0855, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 95%|█████████▌| 446/469 [00:41<00:02, 10.74it/s, v_num=9, loss/train=0.296, alignment/train=0.0855, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 95%|█████████▌| 446/469 [00:41<00:02, 10.74it/s, v_num=9, loss/train=0.315, alignment/train=0.0936, uniformity/train=-3.41, contrastive_acc/train=0.977, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 95%|█████████▌| 447/469 [00:41<00:02, 10.73it/s, v_num=9, loss/train=0.315, alignment/train=0.0936, uniformity/train=-3.41, contrastive_acc/train=0.977, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 95%|█████████▌| 447/469 [00:41<00:02, 10.73it/s, v_num=9, loss/train=0.220, alignment/train=0.0802, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 96%|█████████▌| 448/469 [00:41<00:01, 10.73it/s, v_num=9, loss/train=0.220, alignment/train=0.0802, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 96%|█████████▌| 448/469 [00:41<00:01, 10.73it/s, v_num=9, loss/train=0.261, alignment/train=0.0938, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 96%|█████████▌| 449/469 [00:41<00:01, 10.74it/s, v_num=9, loss/train=0.261, alignment/train=0.0938, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 96%|█████████▌| 449/469 [00:41<00:01, 10.74it/s, v_num=9, loss/train=0.289, alignment/train=0.0989, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 96%|█████████▌| 450/469 [00:41<00:01, 10.75it/s, v_num=9, loss/train=0.289, alignment/train=0.0989, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 96%|█████████▌| 450/469 [00:41<00:01, 10.75it/s, v_num=9, loss/train=0.291, alignment/train=0.0809, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 96%|█████████▌| 451/469 [00:41<00:01, 10.76it/s, v_num=9, loss/train=0.291, alignment/train=0.0809, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 96%|█████████▌| 451/469 [00:41<00:01, 10.76it/s, v_num=9, loss/train=0.254, alignment/train=0.0851, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 96%|█████████▋| 452/469 [00:41<00:01, 10.77it/s, v_num=9, loss/train=0.254, alignment/train=0.0851, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 96%|█████████▋| 452/469 [00:41<00:01, 10.77it/s, v_num=9, loss/train=0.292, alignment/train=0.0904, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 97%|█████████▋| 453/469 [00:41<00:01, 10.79it/s, v_num=9, loss/train=0.292, alignment/train=0.0904, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 97%|█████████▋| 453/469 [00:41<00:01, 10.79it/s, v_num=9, loss/train=0.223, alignment/train=0.0948, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 97%|█████████▋| 454/469 [00:42<00:01, 10.80it/s, v_num=9, loss/train=0.223, alignment/train=0.0948, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 97%|█████████▋| 454/469 [00:42<00:01, 10.80it/s, v_num=9, loss/train=0.252, alignment/train=0.0855, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 97%|█████████▋| 455/469 [00:42<00:01, 10.82it/s, v_num=9, loss/train=0.252, alignment/train=0.0855, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 97%|█████████▋| 455/469 [00:42<00:01, 10.82it/s, v_num=9, loss/train=0.240, alignment/train=0.0868, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 97%|█████████▋| 456/469 [00:42<00:01, 10.83it/s, v_num=9, loss/train=0.240, alignment/train=0.0868, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 97%|█████████▋| 456/469 [00:42<00:01, 10.83it/s, v_num=9, loss/train=0.267, alignment/train=0.0914, uniformity/train=-3.47, contrastive_acc/train=0.984, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 97%|█████████▋| 457/469 [00:42<00:01, 10.85it/s, v_num=9, loss/train=0.267, alignment/train=0.0914, uniformity/train=-3.47, contrastive_acc/train=0.984, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 97%|█████████▋| 457/469 [00:42<00:01, 10.85it/s, v_num=9, loss/train=0.211, alignment/train=0.082, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 98%|█████████▊| 458/469 [00:42<00:01, 10.86it/s, v_num=9, loss/train=0.211, alignment/train=0.082, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 98%|█████████▊| 458/469 [00:42<00:01, 10.86it/s, v_num=9, loss/train=0.295, alignment/train=0.0918, uniformity/train=-3.47, contrastive_acc/train=0.980, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 98%|█████████▊| 459/469 [00:42<00:00, 10.87it/s, v_num=9, loss/train=0.295, alignment/train=0.0918, uniformity/train=-3.47, contrastive_acc/train=0.980, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 98%|█████████▊| 459/469 [00:42<00:00, 10.87it/s, v_num=9, loss/train=0.230, alignment/train=0.0928, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 98%|█████████▊| 460/469 [00:42<00:00, 10.89it/s, v_num=9, loss/train=0.230, alignment/train=0.0928, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 98%|█████████▊| 460/469 [00:42<00:00, 10.89it/s, v_num=9, loss/train=0.231, alignment/train=0.0847, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 98%|█████████▊| 461/469 [00:42<00:00, 10.90it/s, v_num=9, loss/train=0.231, alignment/train=0.0847, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 98%|█████████▊| 461/469 [00:42<00:00, 10.90it/s, v_num=9, loss/train=0.272, alignment/train=0.108, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 99%|█████████▊| 462/469 [00:42<00:00, 10.92it/s, v_num=9, loss/train=0.272, alignment/train=0.108, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 99%|█████████▊| 462/469 [00:42<00:00, 10.92it/s, v_num=9, loss/train=0.188, alignment/train=0.078, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 99%|█████████▊| 463/469 [00:42<00:00, 10.93it/s, v_num=9, loss/train=0.188, alignment/train=0.078, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 99%|█████████▊| 463/469 [00:42<00:00, 10.93it/s, v_num=9, loss/train=0.254, alignment/train=0.0896, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 99%|█████████▉| 464/469 [00:42<00:00, 10.95it/s, v_num=9, loss/train=0.254, alignment/train=0.0896, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 99%|█████████▉| 464/469 [00:42<00:00, 10.95it/s, v_num=9, loss/train=0.272, alignment/train=0.0931, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 99%|█████████▉| 465/469 [00:42<00:00, 10.96it/s, v_num=9, loss/train=0.272, alignment/train=0.0931, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 99%|█████████▉| 465/469 [00:42<00:00, 10.96it/s, v_num=9, loss/train=0.233, alignment/train=0.0824, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 99%|█████████▉| 466/469 [00:42<00:00, 10.97it/s, v_num=9, loss/train=0.233, alignment/train=0.0824, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 99%|█████████▉| 466/469 [00:42<00:00, 10.97it/s, v_num=9, loss/train=0.255, alignment/train=0.0843, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 100%|█████████▉| 467/469 [00:42<00:00, 10.99it/s, v_num=9, loss/train=0.255, alignment/train=0.0843, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 100%|█████████▉| 467/469 [00:42<00:00, 10.99it/s, v_num=9, loss/train=0.244, alignment/train=0.101, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 100%|█████████▉| 468/469 [00:42<00:00, 11.00it/s, v_num=9, loss/train=0.244, alignment/train=0.101, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 100%|█████████▉| 468/469 [00:42<00:00, 11.00it/s, v_num=9, loss/train=0.251, alignment/train=0.0879, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 100%|██████████| 469/469 [00:42<00:00, 11.01it/s, v_num=9, loss/train=0.251, alignment/train=0.0879, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 100%|██████████| 469/469 [00:42<00:00, 11.01it/s, v_num=9, loss/train=0.199, alignment/train=0.0941, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
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Epoch 8: 100%|██████████| 469/469 [00:48<00:00, 9.67it/s, v_num=9, loss/train=0.199, alignment/train=0.0941, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 100%|██████████| 469/469 [00:48<00:00, 9.67it/s, v_num=9, loss/train=0.199, alignment/train=0.0941, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
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Epoch 9: 0%| | 0/469 [00:00<?, ?it/s, v_num=9, loss/train=0.199, alignment/train=0.0941, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 0%| | 1/469 [00:01<12:49, 0.61it/s, v_num=9, loss/train=0.199, alignment/train=0.0941, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 0%| | 1/469 [00:01<12:50, 0.61it/s, v_num=9, loss/train=0.232, alignment/train=0.0838, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 0%| | 2/469 [00:01<06:38, 1.17it/s, v_num=9, loss/train=0.232, alignment/train=0.0838, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 0%| | 2/469 [00:01<06:38, 1.17it/s, v_num=9, loss/train=0.250, alignment/train=0.0898, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 1%| | 3/469 [00:01<04:41, 1.65it/s, v_num=9, loss/train=0.250, alignment/train=0.0898, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 1%| | 3/469 [00:01<04:42, 1.65it/s, v_num=9, loss/train=0.219, alignment/train=0.0908, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 1%| | 4/469 [00:01<03:39, 2.12it/s, v_num=9, loss/train=0.219, alignment/train=0.0908, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 1%| | 4/469 [00:01<03:39, 2.12it/s, v_num=9, loss/train=0.289, alignment/train=0.104, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 1%| | 5/469 [00:01<03:00, 2.57it/s, v_num=9, loss/train=0.289, alignment/train=0.104, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 1%| | 5/469 [00:01<03:00, 2.57it/s, v_num=9, loss/train=0.269, alignment/train=0.0859, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 1%|▏ | 6/469 [00:02<02:47, 2.77it/s, v_num=9, loss/train=0.269, alignment/train=0.0859, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 1%|▏ | 6/469 [00:02<02:47, 2.77it/s, v_num=9, loss/train=0.249, alignment/train=0.0887, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 1%|▏ | 7/469 [00:02<02:26, 3.15it/s, v_num=9, loss/train=0.249, alignment/train=0.0887, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 1%|▏ | 7/469 [00:02<02:26, 3.14it/s, v_num=9, loss/train=0.241, alignment/train=0.0885, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 2%|▏ | 8/469 [00:02<02:11, 3.51it/s, v_num=9, loss/train=0.241, alignment/train=0.0885, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 2%|▏ | 8/469 [00:02<02:11, 3.50it/s, v_num=9, loss/train=0.278, alignment/train=0.0968, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 2%|▏ | 9/469 [00:02<02:01, 3.78it/s, v_num=9, loss/train=0.278, alignment/train=0.0968, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 2%|▏ | 9/469 [00:02<02:01, 3.78it/s, v_num=9, loss/train=0.246, alignment/train=0.0915, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 2%|▏ | 10/469 [00:02<01:51, 4.11it/s, v_num=9, loss/train=0.246, alignment/train=0.0915, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 2%|▏ | 10/469 [00:02<01:51, 4.10it/s, v_num=9, loss/train=0.243, alignment/train=0.0853, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 2%|▏ | 11/469 [00:02<01:44, 4.37it/s, v_num=9, loss/train=0.243, alignment/train=0.0853, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 2%|▏ | 11/469 [00:02<01:44, 4.37it/s, v_num=9, loss/train=0.311, alignment/train=0.108, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 3%|▎ | 12/469 [00:02<01:38, 4.64it/s, v_num=9, loss/train=0.311, alignment/train=0.108, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 3%|▎ | 12/469 [00:02<01:38, 4.64it/s, v_num=9, loss/train=0.259, alignment/train=0.0918, uniformity/train=-3.50, contrastive_acc/train=0.984, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 3%|▎ | 13/469 [00:02<01:36, 4.71it/s, v_num=9, loss/train=0.259, alignment/train=0.0918, uniformity/train=-3.50, contrastive_acc/train=0.984, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 3%|▎ | 13/469 [00:02<01:36, 4.71it/s, v_num=9, loss/train=0.261, alignment/train=0.0846, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 3%|▎ | 14/469 [00:02<01:31, 4.97it/s, v_num=9, loss/train=0.261, alignment/train=0.0846, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 3%|▎ | 14/469 [00:02<01:31, 4.97it/s, v_num=9, loss/train=0.261, alignment/train=0.087, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 3%|▎ | 15/469 [00:02<01:27, 5.22it/s, v_num=9, loss/train=0.261, alignment/train=0.087, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 3%|▎ | 15/469 [00:02<01:27, 5.22it/s, v_num=9, loss/train=0.260, alignment/train=0.089, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 3%|▎ | 16/469 [00:03<01:26, 5.23it/s, v_num=9, loss/train=0.260, alignment/train=0.089, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 3%|▎ | 16/469 [00:03<01:26, 5.23it/s, v_num=9, loss/train=0.259, alignment/train=0.0949, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 4%|▎ | 17/469 [00:03<01:23, 5.44it/s, v_num=9, loss/train=0.259, alignment/train=0.0949, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 4%|▎ | 17/469 [00:03<01:23, 5.44it/s, v_num=9, loss/train=0.253, alignment/train=0.100, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 4%|▍ | 18/469 [00:03<01:19, 5.66it/s, v_num=9, loss/train=0.253, alignment/train=0.100, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 4%|▍ | 18/469 [00:03<01:19, 5.66it/s, v_num=9, loss/train=0.217, alignment/train=0.0913, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 4%|▍ | 19/469 [00:03<01:16, 5.87it/s, v_num=9, loss/train=0.217, alignment/train=0.0913, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 4%|▍ | 19/469 [00:03<01:16, 5.87it/s, v_num=9, loss/train=0.279, alignment/train=0.0869, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 4%|▍ | 20/469 [00:03<01:14, 6.05it/s, v_num=9, loss/train=0.279, alignment/train=0.0869, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 4%|▍ | 20/469 [00:03<01:14, 6.05it/s, v_num=9, loss/train=0.234, alignment/train=0.0843, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 4%|▍ | 21/469 [00:03<01:14, 6.05it/s, v_num=9, loss/train=0.234, alignment/train=0.0843, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 4%|▍ | 21/469 [00:03<01:14, 6.05it/s, v_num=9, loss/train=0.261, alignment/train=0.0908, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 5%|▍ | 22/469 [00:03<01:12, 6.20it/s, v_num=9, loss/train=0.261, alignment/train=0.0908, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 5%|▍ | 22/469 [00:03<01:12, 6.20it/s, v_num=9, loss/train=0.224, alignment/train=0.100, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 5%|▍ | 23/469 [00:03<01:10, 6.32it/s, v_num=9, loss/train=0.224, alignment/train=0.100, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 5%|▍ | 23/469 [00:03<01:10, 6.32it/s, v_num=9, loss/train=0.219, alignment/train=0.082, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 5%|▌ | 24/469 [00:03<01:09, 6.43it/s, v_num=9, loss/train=0.219, alignment/train=0.082, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 5%|▌ | 24/469 [00:03<01:09, 6.43it/s, v_num=9, loss/train=0.250, alignment/train=0.0875, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 5%|▌ | 25/469 [00:03<01:07, 6.60it/s, v_num=9, loss/train=0.250, alignment/train=0.0875, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 5%|▌ | 25/469 [00:03<01:07, 6.60it/s, v_num=9, loss/train=0.254, alignment/train=0.0876, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 6%|▌ | 26/469 [00:03<01:06, 6.68it/s, v_num=9, loss/train=0.254, alignment/train=0.0876, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 6%|▌ | 26/469 [00:03<01:06, 6.67it/s, v_num=9, loss/train=0.270, alignment/train=0.0891, uniformity/train=-3.48, contrastive_acc/train=0.984, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 6%|▌ | 27/469 [00:04<01:05, 6.73it/s, v_num=9, loss/train=0.270, alignment/train=0.0891, uniformity/train=-3.48, contrastive_acc/train=0.984, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 6%|▌ | 27/469 [00:04<01:05, 6.73it/s, v_num=9, loss/train=0.243, alignment/train=0.0823, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 6%|▌ | 28/469 [00:04<01:04, 6.82it/s, v_num=9, loss/train=0.243, alignment/train=0.0823, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 6%|▌ | 28/469 [00:04<01:04, 6.82it/s, v_num=9, loss/train=0.241, alignment/train=0.0799, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 6%|▌ | 29/469 [00:04<01:03, 6.97it/s, v_num=9, loss/train=0.241, alignment/train=0.0799, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 6%|▌ | 29/469 [00:04<01:03, 6.97it/s, v_num=9, loss/train=0.259, alignment/train=0.106, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 6%|▋ | 30/469 [00:04<01:02, 7.03it/s, v_num=9, loss/train=0.259, alignment/train=0.106, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 6%|▋ | 30/469 [00:04<01:02, 7.02it/s, v_num=9, loss/train=0.249, alignment/train=0.0933, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 7%|▋ | 31/469 [00:04<01:01, 7.08it/s, v_num=9, loss/train=0.249, alignment/train=0.0933, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 7%|▋ | 31/469 [00:04<01:01, 7.08it/s, v_num=9, loss/train=0.250, alignment/train=0.0952, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 7%|▋ | 32/469 [00:04<01:00, 7.21it/s, v_num=9, loss/train=0.250, alignment/train=0.0952, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 7%|▋ | 32/469 [00:04<01:00, 7.21it/s, v_num=9, loss/train=0.295, alignment/train=0.0901, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 7%|▋ | 33/469 [00:04<00:59, 7.28it/s, v_num=9, loss/train=0.295, alignment/train=0.0901, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 7%|▋ | 33/469 [00:04<00:59, 7.28it/s, v_num=9, loss/train=0.256, alignment/train=0.0855, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 7%|▋ | 34/469 [00:04<00:59, 7.29it/s, v_num=9, loss/train=0.256, alignment/train=0.0855, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 7%|▋ | 34/469 [00:04<00:59, 7.29it/s, v_num=9, loss/train=0.230, alignment/train=0.0875, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 7%|▋ | 35/469 [00:04<00:58, 7.37it/s, v_num=9, loss/train=0.230, alignment/train=0.0875, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 7%|▋ | 35/469 [00:04<00:58, 7.37it/s, v_num=9, loss/train=0.296, alignment/train=0.0959, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 8%|▊ | 36/469 [00:04<00:57, 7.49it/s, v_num=9, loss/train=0.296, alignment/train=0.0959, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 8%|▊ | 36/469 [00:04<00:57, 7.49it/s, v_num=9, loss/train=0.244, alignment/train=0.0938, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 8%|▊ | 37/469 [00:04<00:57, 7.56it/s, v_num=9, loss/train=0.244, alignment/train=0.0938, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 8%|▊ | 37/469 [00:04<00:57, 7.56it/s, v_num=9, loss/train=0.214, alignment/train=0.0824, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 8%|▊ | 38/469 [00:05<00:56, 7.58it/s, v_num=9, loss/train=0.214, alignment/train=0.0824, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 8%|▊ | 38/469 [00:05<00:56, 7.58it/s, v_num=9, loss/train=0.216, alignment/train=0.094, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 8%|▊ | 39/469 [00:05<00:56, 7.67it/s, v_num=9, loss/train=0.216, alignment/train=0.094, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 8%|▊ | 39/469 [00:05<00:56, 7.67it/s, v_num=9, loss/train=0.247, alignment/train=0.0941, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 9%|▊ | 40/469 [00:05<00:55, 7.78it/s, v_num=9, loss/train=0.247, alignment/train=0.0941, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 9%|▊ | 40/469 [00:05<00:55, 7.78it/s, v_num=9, loss/train=0.229, alignment/train=0.0813, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 9%|▊ | 41/469 [00:05<00:54, 7.89it/s, v_num=9, loss/train=0.229, alignment/train=0.0813, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 9%|▊ | 41/469 [00:05<00:54, 7.89it/s, v_num=9, loss/train=0.261, alignment/train=0.0889, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 9%|▉ | 42/469 [00:05<00:53, 7.95it/s, v_num=9, loss/train=0.261, alignment/train=0.0889, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 9%|▉ | 42/469 [00:05<00:53, 7.94it/s, v_num=9, loss/train=0.302, alignment/train=0.107, uniformity/train=-3.48, contrastive_acc/train=0.984, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 9%|▉ | 43/469 [00:05<00:54, 7.89it/s, v_num=9, loss/train=0.302, alignment/train=0.107, uniformity/train=-3.48, contrastive_acc/train=0.984, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 9%|▉ | 43/469 [00:05<00:54, 7.89it/s, v_num=9, loss/train=0.250, alignment/train=0.0826, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 9%|▉ | 44/469 [00:05<00:53, 7.95it/s, v_num=9, loss/train=0.250, alignment/train=0.0826, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 9%|▉ | 44/469 [00:05<00:53, 7.95it/s, v_num=9, loss/train=0.277, alignment/train=0.088, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 10%|▉ | 45/469 [00:05<00:53, 7.97it/s, v_num=9, loss/train=0.277, alignment/train=0.088, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 10%|▉ | 45/469 [00:05<00:53, 7.97it/s, v_num=9, loss/train=0.216, alignment/train=0.077, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 10%|▉ | 46/469 [00:05<00:52, 8.06it/s, v_num=9, loss/train=0.216, alignment/train=0.077, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 10%|▉ | 46/469 [00:05<00:52, 8.06it/s, v_num=9, loss/train=0.258, alignment/train=0.0918, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 10%|█ | 47/469 [00:05<00:52, 8.11it/s, v_num=9, loss/train=0.258, alignment/train=0.0918, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 10%|█ | 47/469 [00:05<00:52, 8.11it/s, v_num=9, loss/train=0.221, alignment/train=0.0778, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 10%|█ | 48/469 [00:05<00:51, 8.13it/s, v_num=9, loss/train=0.221, alignment/train=0.0778, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 10%|█ | 48/469 [00:05<00:51, 8.13it/s, v_num=9, loss/train=0.217, alignment/train=0.0881, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 10%|█ | 49/469 [00:05<00:51, 8.20it/s, v_num=9, loss/train=0.217, alignment/train=0.0881, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 10%|█ | 49/469 [00:05<00:51, 8.20it/s, v_num=9, loss/train=0.269, alignment/train=0.075, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 11%|█ | 50/469 [00:06<00:50, 8.28it/s, v_num=9, loss/train=0.269, alignment/train=0.075, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 11%|█ | 50/469 [00:06<00:50, 8.28it/s, v_num=9, loss/train=0.229, alignment/train=0.0807, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 11%|█ | 51/469 [00:06<00:49, 8.37it/s, v_num=9, loss/train=0.229, alignment/train=0.0807, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 11%|█ | 51/469 [00:06<00:49, 8.37it/s, v_num=9, loss/train=0.249, alignment/train=0.094, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 11%|█ | 52/469 [00:06<00:49, 8.39it/s, v_num=9, loss/train=0.249, alignment/train=0.094, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 11%|█ | 52/469 [00:06<00:49, 8.38it/s, v_num=9, loss/train=0.238, alignment/train=0.0911, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 11%|█▏ | 53/469 [00:06<00:50, 8.31it/s, v_num=9, loss/train=0.238, alignment/train=0.0911, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 11%|█▏ | 53/469 [00:06<00:50, 8.31it/s, v_num=9, loss/train=0.282, alignment/train=0.101, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 12%|█▏ | 54/469 [00:06<00:49, 8.39it/s, v_num=9, loss/train=0.282, alignment/train=0.101, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 12%|█▏ | 54/469 [00:06<00:49, 8.39it/s, v_num=9, loss/train=0.241, alignment/train=0.092, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 12%|█▏ | 55/469 [00:06<00:49, 8.40it/s, v_num=9, loss/train=0.241, alignment/train=0.092, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 12%|█▏ | 55/469 [00:06<00:49, 8.40it/s, v_num=9, loss/train=0.259, alignment/train=0.103, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 12%|█▏ | 56/469 [00:06<00:48, 8.44it/s, v_num=9, loss/train=0.259, alignment/train=0.103, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 12%|█▏ | 56/469 [00:06<00:48, 8.44it/s, v_num=9, loss/train=0.240, alignment/train=0.102, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 12%|█▏ | 57/469 [00:06<00:48, 8.51it/s, v_num=9, loss/train=0.240, alignment/train=0.102, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 12%|█▏ | 57/469 [00:06<00:48, 8.51it/s, v_num=9, loss/train=0.270, alignment/train=0.0899, uniformity/train=-3.49, contrastive_acc/train=0.988, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 12%|█▏ | 58/469 [00:06<00:47, 8.59it/s, v_num=9, loss/train=0.270, alignment/train=0.0899, uniformity/train=-3.49, contrastive_acc/train=0.988, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 12%|█▏ | 58/469 [00:06<00:47, 8.59it/s, v_num=9, loss/train=0.267, alignment/train=0.0784, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 13%|█▎ | 59/469 [00:06<00:47, 8.61it/s, v_num=9, loss/train=0.267, alignment/train=0.0784, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 13%|█▎ | 59/469 [00:06<00:47, 8.61it/s, v_num=9, loss/train=0.269, alignment/train=0.0968, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 13%|█▎ | 60/469 [00:06<00:47, 8.67it/s, v_num=9, loss/train=0.269, alignment/train=0.0968, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 13%|█▎ | 60/469 [00:06<00:47, 8.66it/s, v_num=9, loss/train=0.259, alignment/train=0.0908, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 13%|█▎ | 61/469 [00:06<00:46, 8.74it/s, v_num=9, loss/train=0.259, alignment/train=0.0908, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 13%|█▎ | 61/469 [00:06<00:46, 8.73it/s, v_num=9, loss/train=0.232, alignment/train=0.0901, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 13%|█▎ | 62/469 [00:07<00:46, 8.73it/s, v_num=9, loss/train=0.232, alignment/train=0.0901, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 13%|█▎ | 62/469 [00:07<00:46, 8.72it/s, v_num=9, loss/train=0.313, alignment/train=0.0965, uniformity/train=-3.48, contrastive_acc/train=0.980, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 13%|█▎ | 63/469 [00:07<00:46, 8.71it/s, v_num=9, loss/train=0.313, alignment/train=0.0965, uniformity/train=-3.48, contrastive_acc/train=0.980, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 13%|█▎ | 63/469 [00:07<00:46, 8.71it/s, v_num=9, loss/train=0.225, alignment/train=0.0904, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 14%|█▎ | 64/469 [00:07<00:46, 8.69it/s, v_num=9, loss/train=0.225, alignment/train=0.0904, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 14%|█▎ | 64/469 [00:07<00:46, 8.69it/s, v_num=9, loss/train=0.223, alignment/train=0.0874, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 14%|█▍ | 65/469 [00:07<00:46, 8.74it/s, v_num=9, loss/train=0.223, alignment/train=0.0874, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 14%|█▍ | 65/469 [00:07<00:46, 8.74it/s, v_num=9, loss/train=0.295, alignment/train=0.0863, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 14%|█▍ | 66/469 [00:07<00:45, 8.80it/s, v_num=9, loss/train=0.295, alignment/train=0.0863, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 14%|█▍ | 66/469 [00:07<00:45, 8.80it/s, v_num=9, loss/train=0.232, alignment/train=0.0871, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 14%|█▍ | 67/469 [00:07<00:45, 8.86it/s, v_num=9, loss/train=0.232, alignment/train=0.0871, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 14%|█▍ | 67/469 [00:07<00:45, 8.86it/s, v_num=9, loss/train=0.246, alignment/train=0.0896, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 14%|█▍ | 68/469 [00:07<00:45, 8.84it/s, v_num=9, loss/train=0.246, alignment/train=0.0896, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 14%|█▍ | 68/469 [00:07<00:45, 8.84it/s, v_num=9, loss/train=0.262, alignment/train=0.0798, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 15%|█▍ | 69/469 [00:07<00:45, 8.88it/s, v_num=9, loss/train=0.262, alignment/train=0.0798, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 15%|█▍ | 69/469 [00:07<00:45, 8.88it/s, v_num=9, loss/train=0.277, alignment/train=0.108, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 15%|█▍ | 70/469 [00:07<00:44, 8.91it/s, v_num=9, loss/train=0.277, alignment/train=0.108, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 15%|█▍ | 70/469 [00:07<00:44, 8.91it/s, v_num=9, loss/train=0.234, alignment/train=0.0815, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 15%|█▌ | 71/469 [00:07<00:44, 8.97it/s, v_num=9, loss/train=0.234, alignment/train=0.0815, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 15%|█▌ | 71/469 [00:07<00:44, 8.97it/s, v_num=9, loss/train=0.202, alignment/train=0.074, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 15%|█▌ | 72/469 [00:08<00:44, 8.99it/s, v_num=9, loss/train=0.202, alignment/train=0.074, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 15%|█▌ | 72/469 [00:08<00:44, 8.99it/s, v_num=9, loss/train=0.251, alignment/train=0.0899, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 16%|█▌ | 73/469 [00:08<00:44, 8.98it/s, v_num=9, loss/train=0.251, alignment/train=0.0899, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 16%|█▌ | 73/469 [00:08<00:44, 8.98it/s, v_num=9, loss/train=0.228, alignment/train=0.0789, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 16%|█▌ | 74/469 [00:08<00:43, 9.00it/s, v_num=9, loss/train=0.228, alignment/train=0.0789, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 16%|█▌ | 74/469 [00:08<00:43, 8.99it/s, v_num=9, loss/train=0.249, alignment/train=0.0882, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 16%|█▌ | 75/469 [00:08<00:43, 9.04it/s, v_num=9, loss/train=0.249, alignment/train=0.0882, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 16%|█▌ | 75/469 [00:08<00:43, 9.04it/s, v_num=9, loss/train=0.282, alignment/train=0.096, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 16%|█▌ | 76/469 [00:08<00:43, 9.03it/s, v_num=9, loss/train=0.282, alignment/train=0.096, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 16%|█▌ | 76/469 [00:08<00:43, 9.03it/s, v_num=9, loss/train=0.253, alignment/train=0.0874, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 16%|█▋ | 77/469 [00:08<00:43, 9.09it/s, v_num=9, loss/train=0.253, alignment/train=0.0874, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 16%|█▋ | 77/469 [00:08<00:43, 9.09it/s, v_num=9, loss/train=0.215, alignment/train=0.0821, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 17%|█▋ | 78/469 [00:08<00:42, 9.11it/s, v_num=9, loss/train=0.215, alignment/train=0.0821, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 17%|█▋ | 78/469 [00:08<00:42, 9.11it/s, v_num=9, loss/train=0.247, alignment/train=0.0816, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 17%|█▋ | 79/469 [00:08<00:42, 9.17it/s, v_num=9, loss/train=0.247, alignment/train=0.0816, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 17%|█▋ | 79/469 [00:08<00:42, 9.16it/s, v_num=9, loss/train=0.236, alignment/train=0.0796, uniformity/train=-3.51, contrastive_acc/train=0.988, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 17%|█▋ | 80/469 [00:08<00:42, 9.21it/s, v_num=9, loss/train=0.236, alignment/train=0.0796, uniformity/train=-3.51, contrastive_acc/train=0.988, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 17%|█▋ | 80/469 [00:08<00:42, 9.21it/s, v_num=9, loss/train=0.258, alignment/train=0.0925, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 17%|█▋ | 81/469 [00:08<00:42, 9.23it/s, v_num=9, loss/train=0.258, alignment/train=0.0925, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 17%|█▋ | 81/469 [00:08<00:42, 9.23it/s, v_num=9, loss/train=0.240, alignment/train=0.0809, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 17%|█▋ | 82/469 [00:08<00:42, 9.18it/s, v_num=9, loss/train=0.240, alignment/train=0.0809, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 17%|█▋ | 82/469 [00:08<00:42, 9.17it/s, v_num=9, loss/train=0.252, alignment/train=0.101, uniformity/train=-3.51, contrastive_acc/train=0.980, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 18%|█▊ | 83/469 [00:09<00:41, 9.19it/s, v_num=9, loss/train=0.252, alignment/train=0.101, uniformity/train=-3.51, contrastive_acc/train=0.980, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 18%|█▊ | 83/469 [00:09<00:41, 9.19it/s, v_num=9, loss/train=0.243, alignment/train=0.0959, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 18%|█▊ | 84/469 [00:09<00:41, 9.22it/s, v_num=9, loss/train=0.243, alignment/train=0.0959, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 18%|█▊ | 84/469 [00:09<00:41, 9.22it/s, v_num=9, loss/train=0.215, alignment/train=0.0758, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 18%|█▊ | 85/469 [00:09<00:41, 9.22it/s, v_num=9, loss/train=0.215, alignment/train=0.0758, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 18%|█▊ | 85/469 [00:09<00:41, 9.22it/s, v_num=9, loss/train=0.235, alignment/train=0.0825, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 18%|█▊ | 86/469 [00:09<00:41, 9.27it/s, v_num=9, loss/train=0.235, alignment/train=0.0825, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 18%|█▊ | 86/469 [00:09<00:41, 9.27it/s, v_num=9, loss/train=0.212, alignment/train=0.0878, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 19%|█▊ | 87/469 [00:09<00:40, 9.32it/s, v_num=9, loss/train=0.212, alignment/train=0.0878, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 19%|█▊ | 87/469 [00:09<00:40, 9.32it/s, v_num=9, loss/train=0.184, alignment/train=0.0797, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 19%|█▉ | 88/469 [00:09<00:40, 9.32it/s, v_num=9, loss/train=0.184, alignment/train=0.0797, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 19%|█▉ | 88/469 [00:09<00:40, 9.32it/s, v_num=9, loss/train=0.244, alignment/train=0.0926, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 19%|█▉ | 89/469 [00:09<00:40, 9.30it/s, v_num=9, loss/train=0.244, alignment/train=0.0926, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 19%|█▉ | 89/469 [00:09<00:40, 9.30it/s, v_num=9, loss/train=0.238, alignment/train=0.0956, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 19%|█▉ | 90/469 [00:09<00:40, 9.33it/s, v_num=9, loss/train=0.238, alignment/train=0.0956, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 19%|█▉ | 90/469 [00:09<00:40, 9.33it/s, v_num=9, loss/train=0.207, alignment/train=0.0789, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 19%|█▉ | 91/469 [00:09<00:40, 9.38it/s, v_num=9, loss/train=0.207, alignment/train=0.0789, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 19%|█▉ | 91/469 [00:09<00:40, 9.37it/s, v_num=9, loss/train=0.228, alignment/train=0.0797, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 20%|█▉ | 92/469 [00:09<00:40, 9.41it/s, v_num=9, loss/train=0.228, alignment/train=0.0797, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 20%|█▉ | 92/469 [00:09<00:40, 9.41it/s, v_num=9, loss/train=0.317, alignment/train=0.105, uniformity/train=-3.49, contrastive_acc/train=0.984, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 20%|█▉ | 93/469 [00:09<00:39, 9.45it/s, v_num=9, loss/train=0.317, alignment/train=0.105, uniformity/train=-3.49, contrastive_acc/train=0.984, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 20%|█▉ | 93/469 [00:09<00:39, 9.45it/s, v_num=9, loss/train=0.286, alignment/train=0.0988, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 20%|██ | 94/469 [00:10<00:39, 9.39it/s, v_num=9, loss/train=0.286, alignment/train=0.0988, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 20%|██ | 94/469 [00:10<00:39, 9.39it/s, v_num=9, loss/train=0.180, alignment/train=0.0835, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 20%|██ | 95/469 [00:10<00:39, 9.40it/s, v_num=9, loss/train=0.180, alignment/train=0.0835, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 20%|██ | 95/469 [00:10<00:39, 9.40it/s, v_num=9, loss/train=0.231, alignment/train=0.0898, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 20%|██ | 96/469 [00:10<00:39, 9.45it/s, v_num=9, loss/train=0.231, alignment/train=0.0898, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 20%|██ | 96/469 [00:10<00:39, 9.45it/s, v_num=9, loss/train=0.205, alignment/train=0.0762, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 21%|██ | 97/469 [00:10<00:39, 9.46it/s, v_num=9, loss/train=0.205, alignment/train=0.0762, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 21%|██ | 97/469 [00:10<00:39, 9.46it/s, v_num=9, loss/train=0.222, alignment/train=0.0852, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 21%|██ | 98/469 [00:10<00:39, 9.48it/s, v_num=9, loss/train=0.222, alignment/train=0.0852, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 21%|██ | 98/469 [00:10<00:39, 9.48it/s, v_num=9, loss/train=0.253, alignment/train=0.095, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 21%|██ | 99/469 [00:10<00:38, 9.49it/s, v_num=9, loss/train=0.253, alignment/train=0.095, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 21%|██ | 99/469 [00:10<00:38, 9.49it/s, v_num=9, loss/train=0.268, alignment/train=0.0954, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 21%|██▏ | 100/469 [00:10<00:38, 9.54it/s, v_num=9, loss/train=0.268, alignment/train=0.0954, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 21%|██▏ | 100/469 [00:10<00:38, 9.54it/s, v_num=9, loss/train=0.257, alignment/train=0.100, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 22%|██▏ | 101/469 [00:10<00:38, 9.54it/s, v_num=9, loss/train=0.257, alignment/train=0.100, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 22%|██▏ | 101/469 [00:10<00:38, 9.54it/s, v_num=9, loss/train=0.278, alignment/train=0.105, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 22%|██▏ | 102/469 [00:10<00:38, 9.53it/s, v_num=9, loss/train=0.278, alignment/train=0.105, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 22%|██▏ | 102/469 [00:10<00:38, 9.53it/s, v_num=9, loss/train=0.254, alignment/train=0.0931, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 22%|██▏ | 103/469 [00:10<00:38, 9.55it/s, v_num=9, loss/train=0.254, alignment/train=0.0931, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 22%|██▏ | 103/469 [00:10<00:38, 9.55it/s, v_num=9, loss/train=0.242, alignment/train=0.0955, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 22%|██▏ | 104/469 [00:10<00:38, 9.56it/s, v_num=9, loss/train=0.242, alignment/train=0.0955, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 22%|██▏ | 104/469 [00:10<00:38, 9.56it/s, v_num=9, loss/train=0.221, alignment/train=0.0795, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 22%|██▏ | 105/469 [00:10<00:37, 9.60it/s, v_num=9, loss/train=0.221, alignment/train=0.0795, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 22%|██▏ | 105/469 [00:10<00:37, 9.60it/s, v_num=9, loss/train=0.249, alignment/train=0.0916, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 23%|██▎ | 106/469 [00:11<00:38, 9.54it/s, v_num=9, loss/train=0.249, alignment/train=0.0916, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 23%|██▎ | 106/469 [00:11<00:38, 9.54it/s, v_num=9, loss/train=0.271, alignment/train=0.092, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 23%|██▎ | 107/469 [00:11<00:37, 9.58it/s, v_num=9, loss/train=0.271, alignment/train=0.092, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 23%|██▎ | 107/469 [00:11<00:37, 9.58it/s, v_num=9, loss/train=0.225, alignment/train=0.0916, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 23%|██▎ | 108/469 [00:11<00:37, 9.60it/s, v_num=9, loss/train=0.225, alignment/train=0.0916, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 23%|██▎ | 108/469 [00:11<00:37, 9.60it/s, v_num=9, loss/train=0.260, alignment/train=0.0915, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 23%|██▎ | 109/469 [00:11<00:37, 9.64it/s, v_num=9, loss/train=0.260, alignment/train=0.0915, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 23%|██▎ | 109/469 [00:11<00:37, 9.64it/s, v_num=9, loss/train=0.235, alignment/train=0.085, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 23%|██▎ | 110/469 [00:11<00:37, 9.64it/s, v_num=9, loss/train=0.235, alignment/train=0.085, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 23%|██▎ | 110/469 [00:11<00:37, 9.64it/s, v_num=9, loss/train=0.229, alignment/train=0.0707, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 24%|██▎ | 111/469 [00:11<00:37, 9.59it/s, v_num=9, loss/train=0.229, alignment/train=0.0707, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 24%|██▎ | 111/469 [00:11<00:37, 9.59it/s, v_num=9, loss/train=0.263, alignment/train=0.0859, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 24%|██▍ | 112/469 [00:11<00:37, 9.63it/s, v_num=9, loss/train=0.263, alignment/train=0.0859, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 24%|██▍ | 112/469 [00:11<00:37, 9.63it/s, v_num=9, loss/train=0.251, alignment/train=0.0825, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 24%|██▍ | 113/469 [00:11<00:36, 9.67it/s, v_num=9, loss/train=0.251, alignment/train=0.0825, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 24%|██▍ | 113/469 [00:11<00:36, 9.67it/s, v_num=9, loss/train=0.244, alignment/train=0.0937, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 24%|██▍ | 114/469 [00:11<00:36, 9.70it/s, v_num=9, loss/train=0.244, alignment/train=0.0937, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 24%|██▍ | 114/469 [00:11<00:36, 9.70it/s, v_num=9, loss/train=0.253, alignment/train=0.0936, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 25%|██▍ | 115/469 [00:11<00:36, 9.70it/s, v_num=9, loss/train=0.253, alignment/train=0.0936, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 25%|██▍ | 115/469 [00:11<00:36, 9.70it/s, v_num=9, loss/train=0.229, alignment/train=0.0802, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 25%|██▍ | 116/469 [00:12<00:36, 9.66it/s, v_num=9, loss/train=0.229, alignment/train=0.0802, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 25%|██▍ | 116/469 [00:12<00:36, 9.66it/s, v_num=9, loss/train=0.263, alignment/train=0.0813, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 25%|██▍ | 117/469 [00:12<00:36, 9.70it/s, v_num=9, loss/train=0.263, alignment/train=0.0813, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 25%|██▍ | 117/469 [00:12<00:36, 9.70it/s, v_num=9, loss/train=0.250, alignment/train=0.0802, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 25%|██▌ | 118/469 [00:12<00:36, 9.74it/s, v_num=9, loss/train=0.250, alignment/train=0.0802, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 25%|██▌ | 118/469 [00:12<00:36, 9.74it/s, v_num=9, loss/train=0.284, alignment/train=0.0923, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 25%|██▌ | 119/469 [00:12<00:35, 9.75it/s, v_num=9, loss/train=0.284, alignment/train=0.0923, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 25%|██▌ | 119/469 [00:12<00:35, 9.75it/s, v_num=9, loss/train=0.241, alignment/train=0.105, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 26%|██▌ | 120/469 [00:12<00:35, 9.71it/s, v_num=9, loss/train=0.241, alignment/train=0.105, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 26%|██▌ | 120/469 [00:12<00:35, 9.71it/s, v_num=9, loss/train=0.265, alignment/train=0.083, uniformity/train=-3.48, contrastive_acc/train=0.984, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 26%|██▌ | 121/469 [00:12<00:35, 9.74it/s, v_num=9, loss/train=0.265, alignment/train=0.083, uniformity/train=-3.48, contrastive_acc/train=0.984, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 26%|██▌ | 121/469 [00:12<00:35, 9.74it/s, v_num=9, loss/train=0.278, alignment/train=0.0987, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 26%|██▌ | 122/469 [00:12<00:35, 9.77it/s, v_num=9, loss/train=0.278, alignment/train=0.0987, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 26%|██▌ | 122/469 [00:12<00:35, 9.77it/s, v_num=9, loss/train=0.218, alignment/train=0.0873, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 26%|██▌ | 123/469 [00:12<00:35, 9.76it/s, v_num=9, loss/train=0.218, alignment/train=0.0873, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 26%|██▌ | 123/469 [00:12<00:35, 9.76it/s, v_num=9, loss/train=0.210, alignment/train=0.0882, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 26%|██▋ | 124/469 [00:12<00:35, 9.76it/s, v_num=9, loss/train=0.210, alignment/train=0.0882, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 26%|██▋ | 124/469 [00:12<00:35, 9.76it/s, v_num=9, loss/train=0.219, alignment/train=0.0892, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 27%|██▋ | 125/469 [00:12<00:35, 9.76it/s, v_num=9, loss/train=0.219, alignment/train=0.0892, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 27%|██▋ | 125/469 [00:12<00:35, 9.76it/s, v_num=9, loss/train=0.227, alignment/train=0.0809, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 27%|██▋ | 126/469 [00:12<00:35, 9.79it/s, v_num=9, loss/train=0.227, alignment/train=0.0809, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 27%|██▋ | 126/469 [00:12<00:35, 9.79it/s, v_num=9, loss/train=0.237, alignment/train=0.0946, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 27%|██▋ | 127/469 [00:12<00:34, 9.77it/s, v_num=9, loss/train=0.237, alignment/train=0.0946, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 27%|██▋ | 127/469 [00:12<00:34, 9.77it/s, v_num=9, loss/train=0.278, alignment/train=0.0871, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 27%|██▋ | 128/469 [00:13<00:34, 9.79it/s, v_num=9, loss/train=0.278, alignment/train=0.0871, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 27%|██▋ | 128/469 [00:13<00:34, 9.79it/s, v_num=9, loss/train=0.247, alignment/train=0.0944, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 28%|██▊ | 129/469 [00:13<00:34, 9.82it/s, v_num=9, loss/train=0.247, alignment/train=0.0944, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 28%|██▊ | 129/469 [00:13<00:34, 9.82it/s, v_num=9, loss/train=0.190, alignment/train=0.0881, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 28%|██▊ | 130/469 [00:13<00:34, 9.81it/s, v_num=9, loss/train=0.190, alignment/train=0.0881, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 28%|██▊ | 130/469 [00:13<00:34, 9.81it/s, v_num=9, loss/train=0.251, alignment/train=0.0889, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 28%|██▊ | 131/469 [00:13<00:34, 9.84it/s, v_num=9, loss/train=0.251, alignment/train=0.0889, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 28%|██▊ | 131/469 [00:13<00:34, 9.84it/s, v_num=9, loss/train=0.251, alignment/train=0.0935, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 28%|██▊ | 132/469 [00:13<00:34, 9.84it/s, v_num=9, loss/train=0.251, alignment/train=0.0935, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 28%|██▊ | 132/469 [00:13<00:34, 9.84it/s, v_num=9, loss/train=0.217, alignment/train=0.0896, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 28%|██▊ | 133/469 [00:13<00:34, 9.85it/s, v_num=9, loss/train=0.217, alignment/train=0.0896, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 28%|██▊ | 133/469 [00:13<00:34, 9.85it/s, v_num=9, loss/train=0.214, alignment/train=0.0782, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 29%|██▊ | 134/469 [00:13<00:33, 9.85it/s, v_num=9, loss/train=0.214, alignment/train=0.0782, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 29%|██▊ | 134/469 [00:13<00:33, 9.85it/s, v_num=9, loss/train=0.224, alignment/train=0.0887, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 29%|██▉ | 135/469 [00:13<00:33, 9.88it/s, v_num=9, loss/train=0.224, alignment/train=0.0887, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 29%|██▉ | 135/469 [00:13<00:33, 9.88it/s, v_num=9, loss/train=0.236, alignment/train=0.0858, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 29%|██▉ | 136/469 [00:13<00:33, 9.89it/s, v_num=9, loss/train=0.236, alignment/train=0.0858, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 29%|██▉ | 136/469 [00:13<00:33, 9.89it/s, v_num=9, loss/train=0.240, alignment/train=0.105, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 29%|██▉ | 137/469 [00:13<00:33, 9.89it/s, v_num=9, loss/train=0.240, alignment/train=0.105, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 29%|██▉ | 137/469 [00:13<00:33, 9.89it/s, v_num=9, loss/train=0.227, alignment/train=0.0907, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 29%|██▉ | 138/469 [00:13<00:33, 9.90it/s, v_num=9, loss/train=0.227, alignment/train=0.0907, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 29%|██▉ | 138/469 [00:13<00:33, 9.90it/s, v_num=9, loss/train=0.280, alignment/train=0.0943, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 30%|██▉ | 139/469 [00:14<00:33, 9.89it/s, v_num=9, loss/train=0.280, alignment/train=0.0943, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 30%|██▉ | 139/469 [00:14<00:33, 9.89it/s, v_num=9, loss/train=0.225, alignment/train=0.0774, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 30%|██▉ | 140/469 [00:14<00:33, 9.92it/s, v_num=9, loss/train=0.225, alignment/train=0.0774, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 30%|██▉ | 140/469 [00:14<00:33, 9.92it/s, v_num=9, loss/train=0.238, alignment/train=0.0837, uniformity/train=-3.49, contrastive_acc/train=0.988, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 30%|███ | 141/469 [00:14<00:32, 9.95it/s, v_num=9, loss/train=0.238, alignment/train=0.0837, uniformity/train=-3.49, contrastive_acc/train=0.988, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 30%|███ | 141/469 [00:14<00:32, 9.95it/s, v_num=9, loss/train=0.263, alignment/train=0.0845, uniformity/train=-3.49, contrastive_acc/train=0.988, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 30%|███ | 142/469 [00:14<00:32, 9.96it/s, v_num=9, loss/train=0.263, alignment/train=0.0845, uniformity/train=-3.49, contrastive_acc/train=0.988, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 30%|███ | 142/469 [00:14<00:32, 9.96it/s, v_num=9, loss/train=0.225, alignment/train=0.084, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 30%|███ | 143/469 [00:14<00:32, 9.93it/s, v_num=9, loss/train=0.225, alignment/train=0.084, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 30%|███ | 143/469 [00:14<00:32, 9.93it/s, v_num=9, loss/train=0.220, alignment/train=0.0861, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 31%|███ | 144/469 [00:14<00:32, 9.94it/s, v_num=9, loss/train=0.220, alignment/train=0.0861, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 31%|███ | 144/469 [00:14<00:32, 9.94it/s, v_num=9, loss/train=0.224, alignment/train=0.0865, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 31%|███ | 145/469 [00:14<00:32, 9.96it/s, v_num=9, loss/train=0.224, alignment/train=0.0865, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 31%|███ | 145/469 [00:14<00:32, 9.95it/s, v_num=9, loss/train=0.227, alignment/train=0.0904, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 31%|███ | 146/469 [00:14<00:32, 9.98it/s, v_num=9, loss/train=0.227, alignment/train=0.0904, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 31%|███ | 146/469 [00:14<00:32, 9.98it/s, v_num=9, loss/train=0.212, alignment/train=0.081, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 31%|███▏ | 147/469 [00:14<00:32, 10.01it/s, v_num=9, loss/train=0.212, alignment/train=0.081, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 31%|███▏ | 147/469 [00:14<00:32, 10.01it/s, v_num=9, loss/train=0.250, alignment/train=0.0835, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 32%|███▏ | 148/469 [00:14<00:32, 9.99it/s, v_num=9, loss/train=0.250, alignment/train=0.0835, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 32%|███▏ | 148/469 [00:14<00:32, 9.99it/s, v_num=9, loss/train=0.228, alignment/train=0.073, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 32%|███▏ | 149/469 [00:14<00:32, 9.95it/s, v_num=9, loss/train=0.228, alignment/train=0.073, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 32%|███▏ | 149/469 [00:14<00:32, 9.95it/s, v_num=9, loss/train=0.260, alignment/train=0.0796, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 32%|███▏ | 150/469 [00:15<00:31, 9.98it/s, v_num=9, loss/train=0.260, alignment/train=0.0796, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 32%|███▏ | 150/469 [00:15<00:31, 9.98it/s, v_num=9, loss/train=0.237, alignment/train=0.101, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 32%|███▏ | 151/469 [00:15<00:31, 10.00it/s, v_num=9, loss/train=0.237, alignment/train=0.101, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 32%|███▏ | 151/469 [00:15<00:31, 10.00it/s, v_num=9, loss/train=0.259, alignment/train=0.0824, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 32%|███▏ | 152/469 [00:15<00:31, 10.00it/s, v_num=9, loss/train=0.259, alignment/train=0.0824, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 32%|███▏ | 152/469 [00:15<00:31, 10.00it/s, v_num=9, loss/train=0.223, alignment/train=0.0928, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 33%|███▎ | 153/469 [00:15<00:31, 10.01it/s, v_num=9, loss/train=0.223, alignment/train=0.0928, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 33%|███▎ | 153/469 [00:15<00:31, 10.01it/s, v_num=9, loss/train=0.243, alignment/train=0.0953, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 33%|███▎ | 154/469 [00:15<00:31, 10.01it/s, v_num=9, loss/train=0.243, alignment/train=0.0953, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 33%|███▎ | 154/469 [00:15<00:31, 10.01it/s, v_num=9, loss/train=0.256, alignment/train=0.0848, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 33%|███▎ | 155/469 [00:15<00:31, 10.04it/s, v_num=9, loss/train=0.256, alignment/train=0.0848, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 33%|███▎ | 155/469 [00:15<00:31, 10.04it/s, v_num=9, loss/train=0.223, alignment/train=0.096, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 33%|███▎ | 156/469 [00:15<00:31, 10.03it/s, v_num=9, loss/train=0.223, alignment/train=0.096, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 33%|███▎ | 156/469 [00:15<00:31, 10.03it/s, v_num=9, loss/train=0.251, alignment/train=0.0778, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 33%|███▎ | 157/469 [00:15<00:31, 10.05it/s, v_num=9, loss/train=0.251, alignment/train=0.0778, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 33%|███▎ | 157/469 [00:15<00:31, 10.05it/s, v_num=9, loss/train=0.278, alignment/train=0.100, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 34%|███▎ | 158/469 [00:15<00:30, 10.07it/s, v_num=9, loss/train=0.278, alignment/train=0.100, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 34%|███▎ | 158/469 [00:15<00:30, 10.07it/s, v_num=9, loss/train=0.214, alignment/train=0.0963, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 34%|███▍ | 159/469 [00:15<00:30, 10.05it/s, v_num=9, loss/train=0.214, alignment/train=0.0963, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 34%|███▍ | 159/469 [00:15<00:30, 10.05it/s, v_num=9, loss/train=0.282, alignment/train=0.105, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 34%|███▍ | 160/469 [00:15<00:30, 10.06it/s, v_num=9, loss/train=0.282, alignment/train=0.105, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 34%|███▍ | 160/469 [00:15<00:30, 10.06it/s, v_num=9, loss/train=0.223, alignment/train=0.0726, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 34%|███▍ | 161/469 [00:15<00:30, 10.07it/s, v_num=9, loss/train=0.223, alignment/train=0.0726, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 34%|███▍ | 161/469 [00:15<00:30, 10.07it/s, v_num=9, loss/train=0.201, alignment/train=0.0774, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 35%|███▍ | 162/469 [00:16<00:30, 10.06it/s, v_num=9, loss/train=0.201, alignment/train=0.0774, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 35%|███▍ | 162/469 [00:16<00:30, 10.06it/s, v_num=9, loss/train=0.216, alignment/train=0.0912, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 35%|███▍ | 163/469 [00:16<00:30, 10.07it/s, v_num=9, loss/train=0.216, alignment/train=0.0912, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 35%|███▍ | 163/469 [00:16<00:30, 10.07it/s, v_num=9, loss/train=0.235, alignment/train=0.0841, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 35%|███▍ | 164/469 [00:16<00:30, 10.09it/s, v_num=9, loss/train=0.235, alignment/train=0.0841, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 35%|███▍ | 164/469 [00:16<00:30, 10.09it/s, v_num=9, loss/train=0.254, alignment/train=0.0976, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 35%|███▌ | 165/469 [00:16<00:30, 10.12it/s, v_num=9, loss/train=0.254, alignment/train=0.0976, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 35%|███▌ | 165/469 [00:16<00:30, 10.12it/s, v_num=9, loss/train=0.236, alignment/train=0.0827, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 35%|███▌ | 166/469 [00:16<00:29, 10.14it/s, v_num=9, loss/train=0.236, alignment/train=0.0827, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 35%|███▌ | 166/469 [00:16<00:29, 10.14it/s, v_num=9, loss/train=0.287, alignment/train=0.0758, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 36%|███▌ | 167/469 [00:16<00:29, 10.11it/s, v_num=9, loss/train=0.287, alignment/train=0.0758, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 36%|███▌ | 167/469 [00:16<00:29, 10.11it/s, v_num=9, loss/train=0.213, alignment/train=0.0822, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 36%|███▌ | 168/469 [00:16<00:29, 10.09it/s, v_num=9, loss/train=0.213, alignment/train=0.0822, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 36%|███▌ | 168/469 [00:16<00:29, 10.09it/s, v_num=9, loss/train=0.218, alignment/train=0.0827, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 36%|███▌ | 169/469 [00:16<00:29, 10.12it/s, v_num=9, loss/train=0.218, alignment/train=0.0827, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 36%|███▌ | 169/469 [00:16<00:29, 10.12it/s, v_num=9, loss/train=0.215, alignment/train=0.0857, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 36%|███▌ | 170/469 [00:16<00:29, 10.13it/s, v_num=9, loss/train=0.215, alignment/train=0.0857, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 36%|███▌ | 170/469 [00:16<00:29, 10.13it/s, v_num=9, loss/train=0.258, alignment/train=0.0893, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 36%|███▋ | 171/469 [00:16<00:29, 10.14it/s, v_num=9, loss/train=0.258, alignment/train=0.0893, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 36%|███▋ | 171/469 [00:16<00:29, 10.14it/s, v_num=9, loss/train=0.294, alignment/train=0.100, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 37%|███▋ | 172/469 [00:16<00:29, 10.14it/s, v_num=9, loss/train=0.294, alignment/train=0.100, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 37%|███▋ | 172/469 [00:16<00:29, 10.14it/s, v_num=9, loss/train=0.220, alignment/train=0.0949, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 37%|███▋ | 173/469 [00:17<00:29, 10.15it/s, v_num=9, loss/train=0.220, alignment/train=0.0949, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 37%|███▋ | 173/469 [00:17<00:29, 10.15it/s, v_num=9, loss/train=0.245, alignment/train=0.101, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 37%|███▋ | 174/469 [00:17<00:29, 10.14it/s, v_num=9, loss/train=0.245, alignment/train=0.101, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 37%|███▋ | 174/469 [00:17<00:29, 10.14it/s, v_num=9, loss/train=0.262, alignment/train=0.0854, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 37%|███▋ | 175/469 [00:17<00:28, 10.15it/s, v_num=9, loss/train=0.262, alignment/train=0.0854, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 37%|███▋ | 175/469 [00:17<00:28, 10.15it/s, v_num=9, loss/train=0.261, alignment/train=0.101, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 38%|███▊ | 176/469 [00:17<00:28, 10.17it/s, v_num=9, loss/train=0.261, alignment/train=0.101, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 38%|███▊ | 176/469 [00:17<00:28, 10.17it/s, v_num=9, loss/train=0.223, alignment/train=0.0931, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 38%|███▊ | 177/469 [00:17<00:28, 10.20it/s, v_num=9, loss/train=0.223, alignment/train=0.0931, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 38%|███▊ | 177/469 [00:17<00:28, 10.20it/s, v_num=9, loss/train=0.333, alignment/train=0.104, uniformity/train=-3.45, contrastive_acc/train=0.980, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 38%|███▊ | 178/469 [00:17<00:28, 10.19it/s, v_num=9, loss/train=0.333, alignment/train=0.104, uniformity/train=-3.45, contrastive_acc/train=0.980, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 38%|███▊ | 178/469 [00:17<00:28, 10.19it/s, v_num=9, loss/train=0.216, alignment/train=0.0735, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 38%|███▊ | 179/469 [00:17<00:28, 10.18it/s, v_num=9, loss/train=0.216, alignment/train=0.0735, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 38%|███▊ | 179/469 [00:17<00:28, 10.18it/s, v_num=9, loss/train=0.203, alignment/train=0.0838, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 38%|███▊ | 180/469 [00:17<00:28, 10.17it/s, v_num=9, loss/train=0.203, alignment/train=0.0838, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 38%|███▊ | 180/469 [00:17<00:28, 10.17it/s, v_num=9, loss/train=0.232, alignment/train=0.0746, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 39%|███▊ | 181/469 [00:17<00:28, 10.19it/s, v_num=9, loss/train=0.232, alignment/train=0.0746, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 39%|███▊ | 181/469 [00:17<00:28, 10.19it/s, v_num=9, loss/train=0.275, alignment/train=0.0961, uniformity/train=-3.42, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 39%|███▉ | 182/469 [00:17<00:28, 10.22it/s, v_num=9, loss/train=0.275, alignment/train=0.0961, uniformity/train=-3.42, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 39%|███▉ | 182/469 [00:17<00:28, 10.22it/s, v_num=9, loss/train=0.198, alignment/train=0.078, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 39%|███▉ | 183/469 [00:17<00:27, 10.23it/s, v_num=9, loss/train=0.198, alignment/train=0.078, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 39%|███▉ | 183/469 [00:17<00:27, 10.23it/s, v_num=9, loss/train=0.269, alignment/train=0.083, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 39%|███▉ | 184/469 [00:17<00:27, 10.25it/s, v_num=9, loss/train=0.269, alignment/train=0.083, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 39%|███▉ | 184/469 [00:17<00:27, 10.25it/s, v_num=9, loss/train=0.237, alignment/train=0.0904, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 39%|███▉ | 185/469 [00:18<00:27, 10.25it/s, v_num=9, loss/train=0.237, alignment/train=0.0904, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 39%|███▉ | 185/469 [00:18<00:27, 10.25it/s, v_num=9, loss/train=0.231, alignment/train=0.0924, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 40%|███▉ | 186/469 [00:18<00:27, 10.24it/s, v_num=9, loss/train=0.231, alignment/train=0.0924, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 40%|███▉ | 186/469 [00:18<00:27, 10.24it/s, v_num=9, loss/train=0.226, alignment/train=0.0929, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 40%|███▉ | 187/469 [00:18<00:27, 10.25it/s, v_num=9, loss/train=0.226, alignment/train=0.0929, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 40%|███▉ | 187/469 [00:18<00:27, 10.25it/s, v_num=9, loss/train=0.269, alignment/train=0.0875, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 40%|████ | 188/469 [00:18<00:27, 10.23it/s, v_num=9, loss/train=0.269, alignment/train=0.0875, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 40%|████ | 188/469 [00:18<00:27, 10.23it/s, v_num=9, loss/train=0.252, alignment/train=0.0897, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 40%|████ | 189/469 [00:18<00:27, 10.25it/s, v_num=9, loss/train=0.252, alignment/train=0.0897, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 40%|████ | 189/469 [00:18<00:27, 10.25it/s, v_num=9, loss/train=0.257, alignment/train=0.0852, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 41%|████ | 190/469 [00:18<00:27, 10.24it/s, v_num=9, loss/train=0.257, alignment/train=0.0852, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 41%|████ | 190/469 [00:18<00:27, 10.24it/s, v_num=9, loss/train=0.244, alignment/train=0.0908, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 41%|████ | 191/469 [00:18<00:27, 10.24it/s, v_num=9, loss/train=0.244, alignment/train=0.0908, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 41%|████ | 191/469 [00:18<00:27, 10.24it/s, v_num=9, loss/train=0.303, alignment/train=0.103, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 41%|████ | 192/469 [00:18<00:27, 10.25it/s, v_num=9, loss/train=0.303, alignment/train=0.103, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 41%|████ | 192/469 [00:18<00:27, 10.25it/s, v_num=9, loss/train=0.257, alignment/train=0.090, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 41%|████ | 193/469 [00:18<00:26, 10.25it/s, v_num=9, loss/train=0.257, alignment/train=0.090, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 41%|████ | 193/469 [00:18<00:26, 10.25it/s, v_num=9, loss/train=0.237, alignment/train=0.0879, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 41%|████▏ | 194/469 [00:18<00:26, 10.25it/s, v_num=9, loss/train=0.237, alignment/train=0.0879, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 41%|████▏ | 194/469 [00:18<00:26, 10.25it/s, v_num=9, loss/train=0.192, alignment/train=0.0854, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 42%|████▏ | 195/469 [00:19<00:26, 10.26it/s, v_num=9, loss/train=0.192, alignment/train=0.0854, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 42%|████▏ | 195/469 [00:19<00:26, 10.26it/s, v_num=9, loss/train=0.253, alignment/train=0.0888, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 42%|████▏ | 196/469 [00:19<00:26, 10.28it/s, v_num=9, loss/train=0.253, alignment/train=0.0888, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 42%|████▏ | 196/469 [00:19<00:26, 10.28it/s, v_num=9, loss/train=0.250, alignment/train=0.0859, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 42%|████▏ | 197/469 [00:19<00:26, 10.26it/s, v_num=9, loss/train=0.250, alignment/train=0.0859, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 42%|████▏ | 197/469 [00:19<00:26, 10.26it/s, v_num=9, loss/train=0.285, alignment/train=0.0967, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 42%|████▏ | 198/469 [00:19<00:26, 10.26it/s, v_num=9, loss/train=0.285, alignment/train=0.0967, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 42%|████▏ | 198/469 [00:19<00:26, 10.26it/s, v_num=9, loss/train=0.227, alignment/train=0.0928, uniformity/train=-3.53, contrastive_acc/train=0.984, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 42%|████▏ | 199/469 [00:19<00:26, 10.28it/s, v_num=9, loss/train=0.227, alignment/train=0.0928, uniformity/train=-3.53, contrastive_acc/train=0.984, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 42%|████▏ | 199/469 [00:19<00:26, 10.28it/s, v_num=9, loss/train=0.234, alignment/train=0.0703, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 43%|████▎ | 200/469 [00:19<00:26, 10.31it/s, v_num=9, loss/train=0.234, alignment/train=0.0703, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 43%|████▎ | 200/469 [00:19<00:26, 10.31it/s, v_num=9, loss/train=0.250, alignment/train=0.0988, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 43%|████▎ | 201/469 [00:19<00:26, 10.30it/s, v_num=9, loss/train=0.250, alignment/train=0.0988, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 43%|████▎ | 201/469 [00:19<00:26, 10.30it/s, v_num=9, loss/train=0.256, alignment/train=0.0857, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 43%|████▎ | 202/469 [00:19<00:25, 10.30it/s, v_num=9, loss/train=0.256, alignment/train=0.0857, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 43%|████▎ | 202/469 [00:19<00:25, 10.30it/s, v_num=9, loss/train=0.233, alignment/train=0.0815, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 43%|████▎ | 203/469 [00:19<00:25, 10.32it/s, v_num=9, loss/train=0.233, alignment/train=0.0815, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 43%|████▎ | 203/469 [00:19<00:25, 10.32it/s, v_num=9, loss/train=0.207, alignment/train=0.0852, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 43%|████▎ | 204/469 [00:19<00:25, 10.32it/s, v_num=9, loss/train=0.207, alignment/train=0.0852, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 43%|████▎ | 204/469 [00:19<00:25, 10.32it/s, v_num=9, loss/train=0.257, alignment/train=0.097, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 44%|████▎ | 205/469 [00:19<00:25, 10.31it/s, v_num=9, loss/train=0.257, alignment/train=0.097, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 44%|████▎ | 205/469 [00:19<00:25, 10.31it/s, v_num=9, loss/train=0.207, alignment/train=0.0925, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 44%|████▍ | 206/469 [00:19<00:25, 10.31it/s, v_num=9, loss/train=0.207, alignment/train=0.0925, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 44%|████▍ | 206/469 [00:19<00:25, 10.31it/s, v_num=9, loss/train=0.222, alignment/train=0.0824, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 44%|████▍ | 207/469 [00:20<00:25, 10.31it/s, v_num=9, loss/train=0.222, alignment/train=0.0824, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 44%|████▍ | 207/469 [00:20<00:25, 10.31it/s, v_num=9, loss/train=0.259, alignment/train=0.0951, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 44%|████▍ | 208/469 [00:20<00:25, 10.33it/s, v_num=9, loss/train=0.259, alignment/train=0.0951, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 44%|████▍ | 208/469 [00:20<00:25, 10.33it/s, v_num=9, loss/train=0.215, alignment/train=0.0862, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 45%|████▍ | 209/469 [00:20<00:25, 10.32it/s, v_num=9, loss/train=0.215, alignment/train=0.0862, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 45%|████▍ | 209/469 [00:20<00:25, 10.32it/s, v_num=9, loss/train=0.197, alignment/train=0.0894, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 45%|████▍ | 210/469 [00:20<00:25, 10.32it/s, v_num=9, loss/train=0.197, alignment/train=0.0894, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 45%|████▍ | 210/469 [00:20<00:25, 10.32it/s, v_num=9, loss/train=0.256, alignment/train=0.0951, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 45%|████▍ | 211/469 [00:20<00:24, 10.32it/s, v_num=9, loss/train=0.256, alignment/train=0.0951, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 45%|████▍ | 211/469 [00:20<00:24, 10.32it/s, v_num=9, loss/train=0.256, alignment/train=0.0876, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 45%|████▌ | 212/469 [00:20<00:24, 10.34it/s, v_num=9, loss/train=0.256, alignment/train=0.0876, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 45%|████▌ | 212/469 [00:20<00:24, 10.34it/s, v_num=9, loss/train=0.238, alignment/train=0.0853, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 45%|████▌ | 213/469 [00:20<00:24, 10.36it/s, v_num=9, loss/train=0.238, alignment/train=0.0853, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 45%|████▌ | 213/469 [00:20<00:24, 10.35it/s, v_num=9, loss/train=0.255, alignment/train=0.0902, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 46%|████▌ | 214/469 [00:20<00:24, 10.37it/s, v_num=9, loss/train=0.255, alignment/train=0.0902, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 46%|████▌ | 214/469 [00:20<00:24, 10.37it/s, v_num=9, loss/train=0.247, alignment/train=0.0845, uniformity/train=-3.50, contrastive_acc/train=0.984, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 46%|████▌ | 215/469 [00:20<00:24, 10.37it/s, v_num=9, loss/train=0.247, alignment/train=0.0845, uniformity/train=-3.50, contrastive_acc/train=0.984, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 46%|████▌ | 215/469 [00:20<00:24, 10.37it/s, v_num=9, loss/train=0.284, alignment/train=0.0857, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 46%|████▌ | 216/469 [00:20<00:24, 10.33it/s, v_num=9, loss/train=0.284, alignment/train=0.0857, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 46%|████▌ | 216/469 [00:20<00:24, 10.33it/s, v_num=9, loss/train=0.219, alignment/train=0.0831, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 46%|████▋ | 217/469 [00:20<00:24, 10.35it/s, v_num=9, loss/train=0.219, alignment/train=0.0831, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 46%|████▋ | 217/469 [00:20<00:24, 10.35it/s, v_num=9, loss/train=0.267, alignment/train=0.0814, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 46%|████▋ | 218/469 [00:21<00:24, 10.35it/s, v_num=9, loss/train=0.267, alignment/train=0.0814, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 46%|████▋ | 218/469 [00:21<00:24, 10.35it/s, v_num=9, loss/train=0.227, alignment/train=0.0942, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 47%|████▋ | 219/469 [00:21<00:24, 10.36it/s, v_num=9, loss/train=0.227, alignment/train=0.0942, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 47%|████▋ | 219/469 [00:21<00:24, 10.36it/s, v_num=9, loss/train=0.234, alignment/train=0.0909, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 47%|████▋ | 220/469 [00:21<00:24, 10.36it/s, v_num=9, loss/train=0.234, alignment/train=0.0909, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 47%|████▋ | 220/469 [00:21<00:24, 10.36it/s, v_num=9, loss/train=0.241, alignment/train=0.087, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 47%|████▋ | 221/469 [00:21<00:23, 10.38it/s, v_num=9, loss/train=0.241, alignment/train=0.087, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 47%|████▋ | 221/469 [00:21<00:23, 10.38it/s, v_num=9, loss/train=0.302, alignment/train=0.122, uniformity/train=-3.51, contrastive_acc/train=0.977, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 47%|████▋ | 222/469 [00:21<00:23, 10.38it/s, v_num=9, loss/train=0.302, alignment/train=0.122, uniformity/train=-3.51, contrastive_acc/train=0.977, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 47%|████▋ | 222/469 [00:21<00:23, 10.38it/s, v_num=9, loss/train=0.234, alignment/train=0.0766, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 48%|████▊ | 223/469 [00:21<00:23, 10.37it/s, v_num=9, loss/train=0.234, alignment/train=0.0766, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 48%|████▊ | 223/469 [00:21<00:23, 10.37it/s, v_num=9, loss/train=0.246, alignment/train=0.100, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 48%|████▊ | 224/469 [00:21<00:23, 10.36it/s, v_num=9, loss/train=0.246, alignment/train=0.100, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 48%|████▊ | 224/469 [00:21<00:23, 10.36it/s, v_num=9, loss/train=0.255, alignment/train=0.0896, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 48%|████▊ | 225/469 [00:21<00:23, 10.37it/s, v_num=9, loss/train=0.255, alignment/train=0.0896, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 48%|████▊ | 225/469 [00:21<00:23, 10.37it/s, v_num=9, loss/train=0.242, alignment/train=0.0878, uniformity/train=-3.52, contrastive_acc/train=0.980, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 48%|████▊ | 226/469 [00:21<00:23, 10.39it/s, v_num=9, loss/train=0.242, alignment/train=0.0878, uniformity/train=-3.52, contrastive_acc/train=0.980, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 48%|████▊ | 226/469 [00:21<00:23, 10.39it/s, v_num=9, loss/train=0.241, alignment/train=0.101, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 48%|████▊ | 227/469 [00:21<00:23, 10.39it/s, v_num=9, loss/train=0.241, alignment/train=0.101, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 48%|████▊ | 227/469 [00:21<00:23, 10.39it/s, v_num=9, loss/train=0.231, alignment/train=0.0852, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 49%|████▊ | 228/469 [00:21<00:23, 10.37it/s, v_num=9, loss/train=0.231, alignment/train=0.0852, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 49%|████▊ | 228/469 [00:21<00:23, 10.37it/s, v_num=9, loss/train=0.224, alignment/train=0.0941, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 49%|████▉ | 229/469 [00:22<00:23, 10.39it/s, v_num=9, loss/train=0.224, alignment/train=0.0941, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 49%|████▉ | 229/469 [00:22<00:23, 10.39it/s, v_num=9, loss/train=0.244, alignment/train=0.084, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 49%|████▉ | 230/469 [00:22<00:22, 10.40it/s, v_num=9, loss/train=0.244, alignment/train=0.084, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 49%|████▉ | 230/469 [00:22<00:22, 10.40it/s, v_num=9, loss/train=0.266, alignment/train=0.0858, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 49%|████▉ | 231/469 [00:22<00:22, 10.41it/s, v_num=9, loss/train=0.266, alignment/train=0.0858, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 49%|████▉ | 231/469 [00:22<00:22, 10.41it/s, v_num=9, loss/train=0.263, alignment/train=0.100, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 49%|████▉ | 232/469 [00:22<00:22, 10.37it/s, v_num=9, loss/train=0.263, alignment/train=0.100, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 49%|████▉ | 232/469 [00:22<00:22, 10.37it/s, v_num=9, loss/train=0.232, alignment/train=0.085, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 50%|████▉ | 233/469 [00:22<00:22, 10.39it/s, v_num=9, loss/train=0.232, alignment/train=0.085, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 50%|████▉ | 233/469 [00:22<00:22, 10.39it/s, v_num=9, loss/train=0.274, alignment/train=0.0836, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 50%|████▉ | 234/469 [00:22<00:22, 10.40it/s, v_num=9, loss/train=0.274, alignment/train=0.0836, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 50%|████▉ | 234/469 [00:22<00:22, 10.40it/s, v_num=9, loss/train=0.252, alignment/train=0.0867, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 50%|█████ | 235/469 [00:22<00:22, 10.38it/s, v_num=9, loss/train=0.252, alignment/train=0.0867, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 50%|█████ | 235/469 [00:22<00:22, 10.38it/s, v_num=9, loss/train=0.265, alignment/train=0.0973, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 50%|█████ | 236/469 [00:22<00:22, 10.40it/s, v_num=9, loss/train=0.265, alignment/train=0.0973, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 50%|█████ | 236/469 [00:22<00:22, 10.40it/s, v_num=9, loss/train=0.235, alignment/train=0.084, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 51%|█████ | 237/469 [00:22<00:22, 10.41it/s, v_num=9, loss/train=0.235, alignment/train=0.084, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 51%|█████ | 237/469 [00:22<00:22, 10.41it/s, v_num=9, loss/train=0.259, alignment/train=0.0849, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 51%|█████ | 238/469 [00:22<00:22, 10.39it/s, v_num=9, loss/train=0.259, alignment/train=0.0849, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 51%|█████ | 238/469 [00:22<00:22, 10.39it/s, v_num=9, loss/train=0.215, alignment/train=0.0898, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 51%|█████ | 239/469 [00:22<00:22, 10.41it/s, v_num=9, loss/train=0.215, alignment/train=0.0898, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 51%|█████ | 239/469 [00:22<00:22, 10.41it/s, v_num=9, loss/train=0.251, alignment/train=0.0955, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 51%|█████ | 240/469 [00:23<00:21, 10.43it/s, v_num=9, loss/train=0.251, alignment/train=0.0955, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 51%|█████ | 240/469 [00:23<00:21, 10.43it/s, v_num=9, loss/train=0.267, alignment/train=0.0986, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 51%|█████▏ | 241/469 [00:23<00:21, 10.43it/s, v_num=9, loss/train=0.267, alignment/train=0.0986, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 51%|█████▏ | 241/469 [00:23<00:21, 10.43it/s, v_num=9, loss/train=0.236, alignment/train=0.0824, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 52%|█████▏ | 242/469 [00:23<00:21, 10.40it/s, v_num=9, loss/train=0.236, alignment/train=0.0824, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 52%|█████▏ | 242/469 [00:23<00:21, 10.40it/s, v_num=9, loss/train=0.254, alignment/train=0.099, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 52%|█████▏ | 243/469 [00:23<00:21, 10.42it/s, v_num=9, loss/train=0.254, alignment/train=0.099, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 52%|█████▏ | 243/469 [00:23<00:21, 10.42it/s, v_num=9, loss/train=0.229, alignment/train=0.0894, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 52%|█████▏ | 244/469 [00:23<00:21, 10.44it/s, v_num=9, loss/train=0.229, alignment/train=0.0894, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 52%|█████▏ | 244/469 [00:23<00:21, 10.44it/s, v_num=9, loss/train=0.224, alignment/train=0.0916, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 52%|█████▏ | 245/469 [00:23<00:21, 10.43it/s, v_num=9, loss/train=0.224, alignment/train=0.0916, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 52%|█████▏ | 245/469 [00:23<00:21, 10.43it/s, v_num=9, loss/train=0.207, alignment/train=0.0833, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 52%|█████▏ | 246/469 [00:23<00:21, 10.43it/s, v_num=9, loss/train=0.207, alignment/train=0.0833, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 52%|█████▏ | 246/469 [00:23<00:21, 10.43it/s, v_num=9, loss/train=0.266, alignment/train=0.0832, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 53%|█████▎ | 247/469 [00:23<00:21, 10.43it/s, v_num=9, loss/train=0.266, alignment/train=0.0832, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 53%|█████▎ | 247/469 [00:23<00:21, 10.43it/s, v_num=9, loss/train=0.243, alignment/train=0.0806, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 53%|█████▎ | 248/469 [00:23<00:21, 10.43it/s, v_num=9, loss/train=0.243, alignment/train=0.0806, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 53%|█████▎ | 248/469 [00:23<00:21, 10.43it/s, v_num=9, loss/train=0.260, alignment/train=0.0929, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 53%|█████▎ | 249/469 [00:23<00:21, 10.44it/s, v_num=9, loss/train=0.260, alignment/train=0.0929, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 53%|█████▎ | 249/469 [00:23<00:21, 10.44it/s, v_num=9, loss/train=0.231, alignment/train=0.0814, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 53%|█████▎ | 250/469 [00:23<00:20, 10.44it/s, v_num=9, loss/train=0.231, alignment/train=0.0814, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 53%|█████▎ | 250/469 [00:23<00:20, 10.44it/s, v_num=9, loss/train=0.233, alignment/train=0.0918, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 54%|█████▎ | 251/469 [00:23<00:20, 10.46it/s, v_num=9, loss/train=0.233, alignment/train=0.0918, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 54%|█████▎ | 251/469 [00:23<00:20, 10.46it/s, v_num=9, loss/train=0.231, alignment/train=0.0948, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 54%|█████▎ | 252/469 [00:24<00:20, 10.45it/s, v_num=9, loss/train=0.231, alignment/train=0.0948, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 54%|█████▎ | 252/469 [00:24<00:20, 10.45it/s, v_num=9, loss/train=0.243, alignment/train=0.082, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 54%|█████▍ | 253/469 [00:24<00:20, 10.47it/s, v_num=9, loss/train=0.243, alignment/train=0.082, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 54%|█████▍ | 253/469 [00:24<00:20, 10.46it/s, v_num=9, loss/train=0.200, alignment/train=0.091, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 54%|█████▍ | 254/469 [00:24<00:20, 10.46it/s, v_num=9, loss/train=0.200, alignment/train=0.091, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 54%|█████▍ | 254/469 [00:24<00:20, 10.46it/s, v_num=9, loss/train=0.220, alignment/train=0.0863, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 54%|█████▍ | 255/469 [00:24<00:20, 10.46it/s, v_num=9, loss/train=0.220, alignment/train=0.0863, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 54%|█████▍ | 255/469 [00:24<00:20, 10.46it/s, v_num=9, loss/train=0.264, alignment/train=0.092, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 55%|█████▍ | 256/469 [00:24<00:20, 10.44it/s, v_num=9, loss/train=0.264, alignment/train=0.092, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 55%|█████▍ | 256/469 [00:24<00:20, 10.44it/s, v_num=9, loss/train=0.224, alignment/train=0.0913, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 55%|█████▍ | 257/469 [00:24<00:20, 10.46it/s, v_num=9, loss/train=0.224, alignment/train=0.0913, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 55%|█████▍ | 257/469 [00:24<00:20, 10.46it/s, v_num=9, loss/train=0.263, alignment/train=0.0951, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 55%|█████▌ | 258/469 [00:24<00:20, 10.47it/s, v_num=9, loss/train=0.263, alignment/train=0.0951, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 55%|█████▌ | 258/469 [00:24<00:20, 10.47it/s, v_num=9, loss/train=0.225, alignment/train=0.0839, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 55%|█████▌ | 259/469 [00:24<00:20, 10.45it/s, v_num=9, loss/train=0.225, alignment/train=0.0839, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 55%|█████▌ | 259/469 [00:24<00:20, 10.45it/s, v_num=9, loss/train=0.251, alignment/train=0.0911, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 55%|█████▌ | 260/469 [00:24<00:19, 10.47it/s, v_num=9, loss/train=0.251, alignment/train=0.0911, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 55%|█████▌ | 260/469 [00:24<00:19, 10.47it/s, v_num=9, loss/train=0.218, alignment/train=0.084, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 56%|█████▌ | 261/469 [00:24<00:19, 10.48it/s, v_num=9, loss/train=0.218, alignment/train=0.084, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 56%|█████▌ | 261/469 [00:24<00:19, 10.48it/s, v_num=9, loss/train=0.252, alignment/train=0.0945, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 56%|█████▌ | 262/469 [00:25<00:19, 10.48it/s, v_num=9, loss/train=0.252, alignment/train=0.0945, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 56%|█████▌ | 262/469 [00:25<00:19, 10.48it/s, v_num=9, loss/train=0.249, alignment/train=0.0891, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 56%|█████▌ | 263/469 [00:25<00:19, 10.47it/s, v_num=9, loss/train=0.249, alignment/train=0.0891, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 56%|█████▌ | 263/469 [00:25<00:19, 10.47it/s, v_num=9, loss/train=0.234, alignment/train=0.0818, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 56%|█████▋ | 264/469 [00:25<00:19, 10.48it/s, v_num=9, loss/train=0.234, alignment/train=0.0818, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 56%|█████▋ | 264/469 [00:25<00:19, 10.48it/s, v_num=9, loss/train=0.288, alignment/train=0.0988, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 57%|█████▋ | 265/469 [00:25<00:19, 10.49it/s, v_num=9, loss/train=0.288, alignment/train=0.0988, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 57%|█████▋ | 265/469 [00:25<00:19, 10.49it/s, v_num=9, loss/train=0.230, alignment/train=0.0831, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 57%|█████▋ | 266/469 [00:25<00:19, 10.48it/s, v_num=9, loss/train=0.230, alignment/train=0.0831, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 57%|█████▋ | 266/469 [00:25<00:19, 10.48it/s, v_num=9, loss/train=0.266, alignment/train=0.0963, uniformity/train=-3.51, contrastive_acc/train=0.984, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 57%|█████▋ | 267/469 [00:25<00:19, 10.49it/s, v_num=9, loss/train=0.266, alignment/train=0.0963, uniformity/train=-3.51, contrastive_acc/train=0.984, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 57%|█████▋ | 267/469 [00:25<00:19, 10.49it/s, v_num=9, loss/train=0.220, alignment/train=0.0872, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 57%|█████▋ | 268/469 [00:25<00:19, 10.51it/s, v_num=9, loss/train=0.220, alignment/train=0.0872, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 57%|█████▋ | 268/469 [00:25<00:19, 10.51it/s, v_num=9, loss/train=0.243, alignment/train=0.0953, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 57%|█████▋ | 269/469 [00:25<00:19, 10.52it/s, v_num=9, loss/train=0.243, alignment/train=0.0953, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 57%|█████▋ | 269/469 [00:25<00:19, 10.52it/s, v_num=9, loss/train=0.240, alignment/train=0.0885, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 58%|█████▊ | 270/469 [00:25<00:18, 10.54it/s, v_num=9, loss/train=0.240, alignment/train=0.0885, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 58%|█████▊ | 270/469 [00:25<00:18, 10.54it/s, v_num=9, loss/train=0.223, alignment/train=0.0974, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 58%|█████▊ | 271/469 [00:25<00:18, 10.52it/s, v_num=9, loss/train=0.223, alignment/train=0.0974, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 58%|█████▊ | 271/469 [00:25<00:18, 10.52it/s, v_num=9, loss/train=0.249, alignment/train=0.0894, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 58%|█████▊ | 272/469 [00:25<00:18, 10.53it/s, v_num=9, loss/train=0.249, alignment/train=0.0894, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 58%|█████▊ | 272/469 [00:25<00:18, 10.53it/s, v_num=9, loss/train=0.239, alignment/train=0.0862, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 58%|█████▊ | 273/469 [00:25<00:18, 10.52it/s, v_num=9, loss/train=0.239, alignment/train=0.0862, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 58%|█████▊ | 273/469 [00:25<00:18, 10.52it/s, v_num=9, loss/train=0.250, alignment/train=0.106, uniformity/train=-3.51, contrastive_acc/train=0.988, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 58%|█████▊ | 274/469 [00:26<00:18, 10.50it/s, v_num=9, loss/train=0.250, alignment/train=0.106, uniformity/train=-3.51, contrastive_acc/train=0.988, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 58%|█████▊ | 274/469 [00:26<00:18, 10.50it/s, v_num=9, loss/train=0.205, alignment/train=0.0849, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 59%|█████▊ | 275/469 [00:26<00:18, 10.50it/s, v_num=9, loss/train=0.205, alignment/train=0.0849, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 59%|█████▊ | 275/469 [00:26<00:18, 10.50it/s, v_num=9, loss/train=0.260, alignment/train=0.101, uniformity/train=-3.51, contrastive_acc/train=0.984, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 59%|█████▉ | 276/469 [00:26<00:18, 10.51it/s, v_num=9, loss/train=0.260, alignment/train=0.101, uniformity/train=-3.51, contrastive_acc/train=0.984, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 59%|█████▉ | 276/469 [00:26<00:18, 10.51it/s, v_num=9, loss/train=0.217, alignment/train=0.0801, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 59%|█████▉ | 277/469 [00:26<00:18, 10.53it/s, v_num=9, loss/train=0.217, alignment/train=0.0801, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 59%|█████▉ | 277/469 [00:26<00:18, 10.53it/s, v_num=9, loss/train=0.275, alignment/train=0.0947, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 59%|█████▉ | 278/469 [00:26<00:18, 10.52it/s, v_num=9, loss/train=0.275, alignment/train=0.0947, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 59%|█████▉ | 278/469 [00:26<00:18, 10.52it/s, v_num=9, loss/train=0.299, alignment/train=0.097, uniformity/train=-3.49, contrastive_acc/train=0.988, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 59%|█████▉ | 279/469 [00:26<00:18, 10.52it/s, v_num=9, loss/train=0.299, alignment/train=0.097, uniformity/train=-3.49, contrastive_acc/train=0.988, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 59%|█████▉ | 279/469 [00:26<00:18, 10.52it/s, v_num=9, loss/train=0.201, alignment/train=0.0836, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 60%|█████▉ | 280/469 [00:26<00:17, 10.53it/s, v_num=9, loss/train=0.201, alignment/train=0.0836, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 60%|█████▉ | 280/469 [00:26<00:17, 10.53it/s, v_num=9, loss/train=0.223, alignment/train=0.0795, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 60%|█████▉ | 281/469 [00:26<00:17, 10.54it/s, v_num=9, loss/train=0.223, alignment/train=0.0795, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 60%|█████▉ | 281/469 [00:26<00:17, 10.54it/s, v_num=9, loss/train=0.243, alignment/train=0.085, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 60%|██████ | 282/469 [00:26<00:17, 10.54it/s, v_num=9, loss/train=0.243, alignment/train=0.085, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 60%|██████ | 282/469 [00:26<00:17, 10.54it/s, v_num=9, loss/train=0.273, alignment/train=0.0957, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 60%|██████ | 283/469 [00:26<00:17, 10.54it/s, v_num=9, loss/train=0.273, alignment/train=0.0957, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 60%|██████ | 283/469 [00:26<00:17, 10.54it/s, v_num=9, loss/train=0.296, alignment/train=0.0944, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 61%|██████ | 284/469 [00:26<00:17, 10.53it/s, v_num=9, loss/train=0.296, alignment/train=0.0944, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 61%|██████ | 284/469 [00:26<00:17, 10.53it/s, v_num=9, loss/train=0.280, alignment/train=0.098, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 61%|██████ | 285/469 [00:27<00:17, 10.53it/s, v_num=9, loss/train=0.280, alignment/train=0.098, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 61%|██████ | 285/469 [00:27<00:17, 10.53it/s, v_num=9, loss/train=0.237, alignment/train=0.0791, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 61%|██████ | 286/469 [00:27<00:17, 10.55it/s, v_num=9, loss/train=0.237, alignment/train=0.0791, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 61%|██████ | 286/469 [00:27<00:17, 10.55it/s, v_num=9, loss/train=0.198, alignment/train=0.0777, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 61%|██████ | 287/469 [00:27<00:17, 10.53it/s, v_num=9, loss/train=0.198, alignment/train=0.0777, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 61%|██████ | 287/469 [00:27<00:17, 10.53it/s, v_num=9, loss/train=0.219, alignment/train=0.111, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 61%|██████▏ | 288/469 [00:27<00:17, 10.52it/s, v_num=9, loss/train=0.219, alignment/train=0.111, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 61%|██████▏ | 288/469 [00:27<00:17, 10.52it/s, v_num=9, loss/train=0.274, alignment/train=0.111, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 62%|██████▏ | 289/469 [00:27<00:17, 10.53it/s, v_num=9, loss/train=0.274, alignment/train=0.111, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 62%|██████▏ | 289/469 [00:27<00:17, 10.53it/s, v_num=9, loss/train=0.266, alignment/train=0.0866, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 62%|██████▏ | 290/469 [00:27<00:16, 10.54it/s, v_num=9, loss/train=0.266, alignment/train=0.0866, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 62%|██████▏ | 290/469 [00:27<00:16, 10.54it/s, v_num=9, loss/train=0.220, alignment/train=0.0773, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 62%|██████▏ | 291/469 [00:27<00:16, 10.54it/s, v_num=9, loss/train=0.220, alignment/train=0.0773, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 62%|██████▏ | 291/469 [00:27<00:16, 10.54it/s, v_num=9, loss/train=0.252, alignment/train=0.092, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 62%|██████▏ | 292/469 [00:27<00:16, 10.55it/s, v_num=9, loss/train=0.252, alignment/train=0.092, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 62%|██████▏ | 292/469 [00:27<00:16, 10.55it/s, v_num=9, loss/train=0.239, alignment/train=0.0872, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 62%|██████▏ | 293/469 [00:27<00:16, 10.57it/s, v_num=9, loss/train=0.239, alignment/train=0.0872, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 62%|██████▏ | 293/469 [00:27<00:16, 10.57it/s, v_num=9, loss/train=0.251, alignment/train=0.0887, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 63%|██████▎ | 294/469 [00:27<00:16, 10.56it/s, v_num=9, loss/train=0.251, alignment/train=0.0887, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 63%|██████▎ | 294/469 [00:27<00:16, 10.56it/s, v_num=9, loss/train=0.256, alignment/train=0.0848, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 63%|██████▎ | 295/469 [00:27<00:16, 10.55it/s, v_num=9, loss/train=0.256, alignment/train=0.0848, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 63%|██████▎ | 295/469 [00:27<00:16, 10.55it/s, v_num=9, loss/train=0.243, alignment/train=0.0919, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 63%|██████▎ | 296/469 [00:28<00:16, 10.55it/s, v_num=9, loss/train=0.243, alignment/train=0.0919, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 63%|██████▎ | 296/469 [00:28<00:16, 10.55it/s, v_num=9, loss/train=0.216, alignment/train=0.0891, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 63%|██████▎ | 297/469 [00:28<00:16, 10.55it/s, v_num=9, loss/train=0.216, alignment/train=0.0891, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 63%|██████▎ | 297/469 [00:28<00:16, 10.55it/s, v_num=9, loss/train=0.277, alignment/train=0.0858, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 64%|██████▎ | 298/469 [00:28<00:16, 10.57it/s, v_num=9, loss/train=0.277, alignment/train=0.0858, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 64%|██████▎ | 298/469 [00:28<00:16, 10.57it/s, v_num=9, loss/train=0.237, alignment/train=0.0937, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 64%|██████▍ | 299/469 [00:28<00:16, 10.56it/s, v_num=9, loss/train=0.237, alignment/train=0.0937, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 64%|██████▍ | 299/469 [00:28<00:16, 10.56it/s, v_num=9, loss/train=0.222, alignment/train=0.0875, uniformity/train=-3.53, contrastive_acc/train=0.984, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 64%|██████▍ | 300/469 [00:28<00:15, 10.57it/s, v_num=9, loss/train=0.222, alignment/train=0.0875, uniformity/train=-3.53, contrastive_acc/train=0.984, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 64%|██████▍ | 300/469 [00:28<00:15, 10.57it/s, v_num=9, loss/train=0.256, alignment/train=0.0865, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 64%|██████▍ | 301/469 [00:28<00:15, 10.56it/s, v_num=9, loss/train=0.256, alignment/train=0.0865, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 64%|██████▍ | 301/469 [00:28<00:15, 10.56it/s, v_num=9, loss/train=0.229, alignment/train=0.0896, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 64%|██████▍ | 302/469 [00:28<00:15, 10.56it/s, v_num=9, loss/train=0.229, alignment/train=0.0896, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 64%|██████▍ | 302/469 [00:28<00:15, 10.56it/s, v_num=9, loss/train=0.251, alignment/train=0.0979, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 65%|██████▍ | 303/469 [00:28<00:15, 10.57it/s, v_num=9, loss/train=0.251, alignment/train=0.0979, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 65%|██████▍ | 303/469 [00:28<00:15, 10.57it/s, v_num=9, loss/train=0.314, alignment/train=0.102, uniformity/train=-3.47, contrastive_acc/train=0.984, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 65%|██████▍ | 304/469 [00:28<00:15, 10.58it/s, v_num=9, loss/train=0.314, alignment/train=0.102, uniformity/train=-3.47, contrastive_acc/train=0.984, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 65%|██████▍ | 304/469 [00:28<00:15, 10.58it/s, v_num=9, loss/train=0.226, alignment/train=0.0913, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 65%|██████▌ | 305/469 [00:28<00:15, 10.58it/s, v_num=9, loss/train=0.226, alignment/train=0.0913, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 65%|██████▌ | 305/469 [00:28<00:15, 10.58it/s, v_num=9, loss/train=0.226, alignment/train=0.0934, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 65%|██████▌ | 306/469 [00:28<00:15, 10.57it/s, v_num=9, loss/train=0.226, alignment/train=0.0934, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 65%|██████▌ | 306/469 [00:28<00:15, 10.57it/s, v_num=9, loss/train=0.194, alignment/train=0.0801, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 65%|██████▌ | 307/469 [00:29<00:15, 10.57it/s, v_num=9, loss/train=0.194, alignment/train=0.0801, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 65%|██████▌ | 307/469 [00:29<00:15, 10.57it/s, v_num=9, loss/train=0.236, alignment/train=0.0867, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 66%|██████▌ | 308/469 [00:29<00:15, 10.58it/s, v_num=9, loss/train=0.236, alignment/train=0.0867, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 66%|██████▌ | 308/469 [00:29<00:15, 10.58it/s, v_num=9, loss/train=0.260, alignment/train=0.0767, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 66%|██████▌ | 309/469 [00:29<00:15, 10.59it/s, v_num=9, loss/train=0.260, alignment/train=0.0767, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 66%|██████▌ | 309/469 [00:29<00:15, 10.59it/s, v_num=9, loss/train=0.232, alignment/train=0.0848, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 66%|██████▌ | 310/469 [00:29<00:14, 10.60it/s, v_num=9, loss/train=0.232, alignment/train=0.0848, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 66%|██████▌ | 310/469 [00:29<00:14, 10.60it/s, v_num=9, loss/train=0.249, alignment/train=0.0925, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 66%|██████▋ | 311/469 [00:29<00:14, 10.61it/s, v_num=9, loss/train=0.249, alignment/train=0.0925, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 66%|██████▋ | 311/469 [00:29<00:14, 10.61it/s, v_num=9, loss/train=0.238, alignment/train=0.091, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 67%|██████▋ | 312/469 [00:29<00:14, 10.60it/s, v_num=9, loss/train=0.238, alignment/train=0.091, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 67%|██████▋ | 312/469 [00:29<00:14, 10.60it/s, v_num=9, loss/train=0.249, alignment/train=0.0897, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 67%|██████▋ | 313/469 [00:29<00:14, 10.57it/s, v_num=9, loss/train=0.249, alignment/train=0.0897, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 67%|██████▋ | 313/469 [00:29<00:14, 10.57it/s, v_num=9, loss/train=0.252, alignment/train=0.0909, uniformity/train=-3.50, contrastive_acc/train=0.984, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 67%|██████▋ | 314/469 [00:29<00:14, 10.58it/s, v_num=9, loss/train=0.252, alignment/train=0.0909, uniformity/train=-3.50, contrastive_acc/train=0.984, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 67%|██████▋ | 314/469 [00:29<00:14, 10.58it/s, v_num=9, loss/train=0.283, alignment/train=0.0966, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 67%|██████▋ | 315/469 [00:29<00:14, 10.59it/s, v_num=9, loss/train=0.283, alignment/train=0.0966, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 67%|██████▋ | 315/469 [00:29<00:14, 10.59it/s, v_num=9, loss/train=0.251, alignment/train=0.0846, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 67%|██████▋ | 316/469 [00:29<00:14, 10.59it/s, v_num=9, loss/train=0.251, alignment/train=0.0846, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 67%|██████▋ | 316/469 [00:29<00:14, 10.59it/s, v_num=9, loss/train=0.273, alignment/train=0.0914, uniformity/train=-3.42, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 68%|██████▊ | 317/469 [00:29<00:14, 10.59it/s, v_num=9, loss/train=0.273, alignment/train=0.0914, uniformity/train=-3.42, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 68%|██████▊ | 317/469 [00:29<00:14, 10.59it/s, v_num=9, loss/train=0.235, alignment/train=0.0992, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 68%|██████▊ | 318/469 [00:30<00:14, 10.58it/s, v_num=9, loss/train=0.235, alignment/train=0.0992, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 68%|██████▊ | 318/469 [00:30<00:14, 10.58it/s, v_num=9, loss/train=0.269, alignment/train=0.0933, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 68%|██████▊ | 319/469 [00:30<00:14, 10.59it/s, v_num=9, loss/train=0.269, alignment/train=0.0933, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 68%|██████▊ | 319/469 [00:30<00:14, 10.59it/s, v_num=9, loss/train=0.225, alignment/train=0.0755, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 68%|██████▊ | 320/469 [00:30<00:14, 10.60it/s, v_num=9, loss/train=0.225, alignment/train=0.0755, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 68%|██████▊ | 320/469 [00:30<00:14, 10.60it/s, v_num=9, loss/train=0.248, alignment/train=0.080, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 68%|██████▊ | 321/469 [00:30<00:13, 10.61it/s, v_num=9, loss/train=0.248, alignment/train=0.080, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 68%|██████▊ | 321/469 [00:30<00:13, 10.61it/s, v_num=9, loss/train=0.188, alignment/train=0.0878, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 69%|██████▊ | 322/469 [00:30<00:13, 10.59it/s, v_num=9, loss/train=0.188, alignment/train=0.0878, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 69%|██████▊ | 322/469 [00:30<00:13, 10.59it/s, v_num=9, loss/train=0.240, alignment/train=0.0867, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 69%|██████▉ | 323/469 [00:30<00:13, 10.60it/s, v_num=9, loss/train=0.240, alignment/train=0.0867, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 69%|██████▉ | 323/469 [00:30<00:13, 10.59it/s, v_num=9, loss/train=0.256, alignment/train=0.0889, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 69%|██████▉ | 324/469 [00:30<00:13, 10.61it/s, v_num=9, loss/train=0.256, alignment/train=0.0889, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 69%|██████▉ | 324/469 [00:30<00:13, 10.61it/s, v_num=9, loss/train=0.217, alignment/train=0.0858, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 69%|██████▉ | 325/469 [00:30<00:13, 10.59it/s, v_num=9, loss/train=0.217, alignment/train=0.0858, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 69%|██████▉ | 325/469 [00:30<00:13, 10.59it/s, v_num=9, loss/train=0.220, alignment/train=0.107, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 70%|██████▉ | 326/469 [00:30<00:13, 10.59it/s, v_num=9, loss/train=0.220, alignment/train=0.107, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 70%|██████▉ | 326/469 [00:30<00:13, 10.59it/s, v_num=9, loss/train=0.245, alignment/train=0.0814, uniformity/train=-3.49, contrastive_acc/train=0.988, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 70%|██████▉ | 327/469 [00:30<00:13, 10.60it/s, v_num=9, loss/train=0.245, alignment/train=0.0814, uniformity/train=-3.49, contrastive_acc/train=0.988, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 70%|██████▉ | 327/469 [00:30<00:13, 10.60it/s, v_num=9, loss/train=0.204, alignment/train=0.090, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 70%|██████▉ | 328/469 [00:30<00:13, 10.61it/s, v_num=9, loss/train=0.204, alignment/train=0.090, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 70%|██████▉ | 328/469 [00:30<00:13, 10.61it/s, v_num=9, loss/train=0.291, alignment/train=0.0857, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 70%|███████ | 329/469 [00:30<00:13, 10.63it/s, v_num=9, loss/train=0.291, alignment/train=0.0857, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 70%|███████ | 329/469 [00:30<00:13, 10.63it/s, v_num=9, loss/train=0.233, alignment/train=0.0873, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 70%|███████ | 330/469 [00:31<00:13, 10.63it/s, v_num=9, loss/train=0.233, alignment/train=0.0873, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 70%|███████ | 330/469 [00:31<00:13, 10.63it/s, v_num=9, loss/train=0.261, alignment/train=0.0917, uniformity/train=-3.49, contrastive_acc/train=0.988, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 71%|███████ | 331/469 [00:31<00:13, 10.59it/s, v_num=9, loss/train=0.261, alignment/train=0.0917, uniformity/train=-3.49, contrastive_acc/train=0.988, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 71%|███████ | 331/469 [00:31<00:13, 10.59it/s, v_num=9, loss/train=0.244, alignment/train=0.0971, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 71%|███████ | 332/469 [00:31<00:12, 10.60it/s, v_num=9, loss/train=0.244, alignment/train=0.0971, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 71%|███████ | 332/469 [00:31<00:12, 10.60it/s, v_num=9, loss/train=0.232, alignment/train=0.0921, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 71%|███████ | 333/469 [00:31<00:12, 10.61it/s, v_num=9, loss/train=0.232, alignment/train=0.0921, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 71%|███████ | 333/469 [00:31<00:12, 10.61it/s, v_num=9, loss/train=0.229, alignment/train=0.0872, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 71%|███████ | 334/469 [00:31<00:12, 10.63it/s, v_num=9, loss/train=0.229, alignment/train=0.0872, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 71%|███████ | 334/469 [00:31<00:12, 10.63it/s, v_num=9, loss/train=0.248, alignment/train=0.0874, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 71%|███████▏ | 335/469 [00:31<00:12, 10.62it/s, v_num=9, loss/train=0.248, alignment/train=0.0874, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 71%|███████▏ | 335/469 [00:31<00:12, 10.62it/s, v_num=9, loss/train=0.248, alignment/train=0.0925, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 72%|███████▏ | 336/469 [00:31<00:12, 10.62it/s, v_num=9, loss/train=0.248, alignment/train=0.0925, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 72%|███████▏ | 336/469 [00:31<00:12, 10.62it/s, v_num=9, loss/train=0.234, alignment/train=0.0824, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 72%|███████▏ | 337/469 [00:31<00:12, 10.62it/s, v_num=9, loss/train=0.234, alignment/train=0.0824, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 72%|███████▏ | 337/469 [00:31<00:12, 10.62it/s, v_num=9, loss/train=0.215, alignment/train=0.0927, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 72%|███████▏ | 338/469 [00:31<00:12, 10.63it/s, v_num=9, loss/train=0.215, alignment/train=0.0927, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 72%|███████▏ | 338/469 [00:31<00:12, 10.63it/s, v_num=9, loss/train=0.235, alignment/train=0.0898, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 72%|███████▏ | 339/469 [00:31<00:12, 10.64it/s, v_num=9, loss/train=0.235, alignment/train=0.0898, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 72%|███████▏ | 339/469 [00:31<00:12, 10.64it/s, v_num=9, loss/train=0.196, alignment/train=0.0744, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 72%|███████▏ | 340/469 [00:31<00:12, 10.64it/s, v_num=9, loss/train=0.196, alignment/train=0.0744, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 72%|███████▏ | 340/469 [00:31<00:12, 10.64it/s, v_num=9, loss/train=0.241, alignment/train=0.091, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 73%|███████▎ | 341/469 [00:32<00:12, 10.62it/s, v_num=9, loss/train=0.241, alignment/train=0.091, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 73%|███████▎ | 341/469 [00:32<00:12, 10.62it/s, v_num=9, loss/train=0.225, alignment/train=0.077, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 73%|███████▎ | 342/469 [00:32<00:11, 10.62it/s, v_num=9, loss/train=0.225, alignment/train=0.077, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 73%|███████▎ | 342/469 [00:32<00:11, 10.62it/s, v_num=9, loss/train=0.244, alignment/train=0.0832, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 73%|███████▎ | 343/469 [00:32<00:11, 10.63it/s, v_num=9, loss/train=0.244, alignment/train=0.0832, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 73%|███████▎ | 343/469 [00:32<00:11, 10.63it/s, v_num=9, loss/train=0.217, alignment/train=0.0929, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 73%|███████▎ | 344/469 [00:32<00:11, 10.63it/s, v_num=9, loss/train=0.217, alignment/train=0.0929, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 73%|███████▎ | 344/469 [00:32<00:11, 10.63it/s, v_num=9, loss/train=0.227, alignment/train=0.0826, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 74%|███████▎ | 345/469 [00:32<00:11, 10.64it/s, v_num=9, loss/train=0.227, alignment/train=0.0826, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 74%|███████▎ | 345/469 [00:32<00:11, 10.64it/s, v_num=9, loss/train=0.257, alignment/train=0.0968, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 74%|███████▍ | 346/469 [00:32<00:11, 10.64it/s, v_num=9, loss/train=0.257, alignment/train=0.0968, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 74%|███████▍ | 346/469 [00:32<00:11, 10.64it/s, v_num=9, loss/train=0.205, alignment/train=0.081, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 74%|███████▍ | 347/469 [00:32<00:11, 10.64it/s, v_num=9, loss/train=0.205, alignment/train=0.081, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 74%|███████▍ | 347/469 [00:32<00:11, 10.64it/s, v_num=9, loss/train=0.229, alignment/train=0.0874, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 74%|███████▍ | 348/469 [00:32<00:11, 10.64it/s, v_num=9, loss/train=0.229, alignment/train=0.0874, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 74%|███████▍ | 348/469 [00:32<00:11, 10.64it/s, v_num=9, loss/train=0.231, alignment/train=0.0954, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 74%|███████▍ | 349/469 [00:32<00:11, 10.64it/s, v_num=9, loss/train=0.231, alignment/train=0.0954, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 74%|███████▍ | 349/469 [00:32<00:11, 10.64it/s, v_num=9, loss/train=0.223, alignment/train=0.0993, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 75%|███████▍ | 350/469 [00:32<00:11, 10.64it/s, v_num=9, loss/train=0.223, alignment/train=0.0993, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 75%|███████▍ | 350/469 [00:32<00:11, 10.64it/s, v_num=9, loss/train=0.251, alignment/train=0.0854, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 75%|███████▍ | 351/469 [00:32<00:11, 10.64it/s, v_num=9, loss/train=0.251, alignment/train=0.0854, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 75%|███████▍ | 351/469 [00:32<00:11, 10.64it/s, v_num=9, loss/train=0.226, alignment/train=0.078, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 75%|███████▌ | 352/469 [00:33<00:10, 10.64it/s, v_num=9, loss/train=0.226, alignment/train=0.078, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 75%|███████▌ | 352/469 [00:33<00:10, 10.64it/s, v_num=9, loss/train=0.234, alignment/train=0.100, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 75%|███████▌ | 353/469 [00:33<00:10, 10.65it/s, v_num=9, loss/train=0.234, alignment/train=0.100, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 75%|███████▌ | 353/469 [00:33<00:10, 10.64it/s, v_num=9, loss/train=0.239, alignment/train=0.0846, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 75%|███████▌ | 354/469 [00:33<00:10, 10.64it/s, v_num=9, loss/train=0.239, alignment/train=0.0846, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 75%|███████▌ | 354/469 [00:33<00:10, 10.64it/s, v_num=9, loss/train=0.248, alignment/train=0.0916, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 76%|███████▌ | 355/469 [00:33<00:10, 10.64it/s, v_num=9, loss/train=0.248, alignment/train=0.0916, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 76%|███████▌ | 355/469 [00:33<00:10, 10.64it/s, v_num=9, loss/train=0.245, alignment/train=0.081, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 76%|███████▌ | 356/469 [00:33<00:10, 10.64it/s, v_num=9, loss/train=0.245, alignment/train=0.081, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 76%|███████▌ | 356/469 [00:33<00:10, 10.64it/s, v_num=9, loss/train=0.219, alignment/train=0.0843, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 76%|███████▌ | 357/469 [00:33<00:10, 10.66it/s, v_num=9, loss/train=0.219, alignment/train=0.0843, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 76%|███████▌ | 357/469 [00:33<00:10, 10.66it/s, v_num=9, loss/train=0.197, alignment/train=0.084, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 76%|███████▋ | 358/469 [00:33<00:10, 10.64it/s, v_num=9, loss/train=0.197, alignment/train=0.084, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 76%|███████▋ | 358/469 [00:33<00:10, 10.64it/s, v_num=9, loss/train=0.227, alignment/train=0.0853, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 77%|███████▋ | 359/469 [00:33<00:10, 10.65it/s, v_num=9, loss/train=0.227, alignment/train=0.0853, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 77%|███████▋ | 359/469 [00:33<00:10, 10.65it/s, v_num=9, loss/train=0.252, alignment/train=0.0994, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 77%|███████▋ | 360/469 [00:33<00:10, 10.66it/s, v_num=9, loss/train=0.252, alignment/train=0.0994, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 77%|███████▋ | 360/469 [00:33<00:10, 10.66it/s, v_num=9, loss/train=0.219, alignment/train=0.100, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 77%|███████▋ | 361/469 [00:33<00:10, 10.65it/s, v_num=9, loss/train=0.219, alignment/train=0.100, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 77%|███████▋ | 361/469 [00:33<00:10, 10.65it/s, v_num=9, loss/train=0.190, alignment/train=0.0831, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 77%|███████▋ | 362/469 [00:33<00:10, 10.66it/s, v_num=9, loss/train=0.190, alignment/train=0.0831, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 77%|███████▋ | 362/469 [00:33<00:10, 10.66it/s, v_num=9, loss/train=0.217, alignment/train=0.0936, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 77%|███████▋ | 363/469 [00:34<00:09, 10.66it/s, v_num=9, loss/train=0.217, alignment/train=0.0936, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 77%|███████▋ | 363/469 [00:34<00:09, 10.66it/s, v_num=9, loss/train=0.208, alignment/train=0.0841, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 78%|███████▊ | 364/469 [00:34<00:09, 10.66it/s, v_num=9, loss/train=0.208, alignment/train=0.0841, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 78%|███████▊ | 364/469 [00:34<00:09, 10.66it/s, v_num=9, loss/train=0.234, alignment/train=0.095, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 78%|███████▊ | 365/469 [00:34<00:09, 10.65it/s, v_num=9, loss/train=0.234, alignment/train=0.095, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 78%|███████▊ | 365/469 [00:34<00:09, 10.65it/s, v_num=9, loss/train=0.200, alignment/train=0.0821, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 78%|███████▊ | 366/469 [00:34<00:09, 10.66it/s, v_num=9, loss/train=0.200, alignment/train=0.0821, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 78%|███████▊ | 366/469 [00:34<00:09, 10.66it/s, v_num=9, loss/train=0.233, alignment/train=0.0857, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 78%|███████▊ | 367/469 [00:34<00:09, 10.66it/s, v_num=9, loss/train=0.233, alignment/train=0.0857, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 78%|███████▊ | 367/469 [00:34<00:09, 10.66it/s, v_num=9, loss/train=0.239, alignment/train=0.0907, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 78%|███████▊ | 368/469 [00:34<00:09, 10.67it/s, v_num=9, loss/train=0.239, alignment/train=0.0907, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 78%|███████▊ | 368/469 [00:34<00:09, 10.67it/s, v_num=9, loss/train=0.196, alignment/train=0.0868, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 79%|███████▊ | 369/469 [00:34<00:09, 10.66it/s, v_num=9, loss/train=0.196, alignment/train=0.0868, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 79%|███████▊ | 369/469 [00:34<00:09, 10.66it/s, v_num=9, loss/train=0.251, alignment/train=0.0952, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 79%|███████▉ | 370/469 [00:34<00:09, 10.66it/s, v_num=9, loss/train=0.251, alignment/train=0.0952, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 79%|███████▉ | 370/469 [00:34<00:09, 10.66it/s, v_num=9, loss/train=0.243, alignment/train=0.0829, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 79%|███████▉ | 371/469 [00:34<00:09, 10.67it/s, v_num=9, loss/train=0.243, alignment/train=0.0829, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 79%|███████▉ | 371/469 [00:34<00:09, 10.67it/s, v_num=9, loss/train=0.224, alignment/train=0.0942, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 79%|███████▉ | 372/469 [00:34<00:09, 10.68it/s, v_num=9, loss/train=0.224, alignment/train=0.0942, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 79%|███████▉ | 372/469 [00:34<00:09, 10.68it/s, v_num=9, loss/train=0.207, alignment/train=0.0795, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 80%|███████▉ | 373/469 [00:34<00:08, 10.70it/s, v_num=9, loss/train=0.207, alignment/train=0.0795, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 80%|███████▉ | 373/469 [00:34<00:08, 10.69it/s, v_num=9, loss/train=0.175, alignment/train=0.0835, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 80%|███████▉ | 374/469 [00:35<00:08, 10.67it/s, v_num=9, loss/train=0.175, alignment/train=0.0835, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 80%|███████▉ | 374/469 [00:35<00:08, 10.67it/s, v_num=9, loss/train=0.233, alignment/train=0.0897, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 80%|███████▉ | 375/469 [00:35<00:08, 10.68it/s, v_num=9, loss/train=0.233, alignment/train=0.0897, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 80%|███████▉ | 375/469 [00:35<00:08, 10.68it/s, v_num=9, loss/train=0.257, alignment/train=0.0876, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 80%|████████ | 376/469 [00:35<00:08, 10.68it/s, v_num=9, loss/train=0.257, alignment/train=0.0876, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 80%|████████ | 376/469 [00:35<00:08, 10.68it/s, v_num=9, loss/train=0.215, alignment/train=0.0854, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 80%|████████ | 377/469 [00:35<00:08, 10.68it/s, v_num=9, loss/train=0.215, alignment/train=0.0854, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 80%|████████ | 377/469 [00:35<00:08, 10.68it/s, v_num=9, loss/train=0.237, alignment/train=0.0905, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 81%|████████ | 378/469 [00:35<00:08, 10.67it/s, v_num=9, loss/train=0.237, alignment/train=0.0905, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 81%|████████ | 378/469 [00:35<00:08, 10.67it/s, v_num=9, loss/train=0.207, alignment/train=0.0822, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 81%|████████ | 379/469 [00:35<00:08, 10.67it/s, v_num=9, loss/train=0.207, alignment/train=0.0822, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 81%|████████ | 379/469 [00:35<00:08, 10.67it/s, v_num=9, loss/train=0.209, alignment/train=0.0826, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 81%|████████ | 380/469 [00:35<00:08, 10.67it/s, v_num=9, loss/train=0.209, alignment/train=0.0826, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 81%|████████ | 380/469 [00:35<00:08, 10.67it/s, v_num=9, loss/train=0.269, alignment/train=0.0987, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 81%|████████ | 381/469 [00:35<00:08, 10.67it/s, v_num=9, loss/train=0.269, alignment/train=0.0987, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 81%|████████ | 381/469 [00:35<00:08, 10.67it/s, v_num=9, loss/train=0.265, alignment/train=0.0861, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 81%|████████▏ | 382/469 [00:35<00:08, 10.67it/s, v_num=9, loss/train=0.265, alignment/train=0.0861, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 81%|████████▏ | 382/469 [00:35<00:08, 10.67it/s, v_num=9, loss/train=0.227, alignment/train=0.0945, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 82%|████████▏ | 383/469 [00:35<00:08, 10.67it/s, v_num=9, loss/train=0.227, alignment/train=0.0945, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 82%|████████▏ | 383/469 [00:35<00:08, 10.67it/s, v_num=9, loss/train=0.226, alignment/train=0.0792, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 82%|████████▏ | 384/469 [00:35<00:07, 10.68it/s, v_num=9, loss/train=0.226, alignment/train=0.0792, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 82%|████████▏ | 384/469 [00:35<00:07, 10.67it/s, v_num=9, loss/train=0.247, alignment/train=0.0899, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 82%|████████▏ | 385/469 [00:36<00:07, 10.68it/s, v_num=9, loss/train=0.247, alignment/train=0.0899, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 82%|████████▏ | 385/469 [00:36<00:07, 10.68it/s, v_num=9, loss/train=0.212, alignment/train=0.0838, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 82%|████████▏ | 386/469 [00:36<00:07, 10.67it/s, v_num=9, loss/train=0.212, alignment/train=0.0838, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 82%|████████▏ | 386/469 [00:36<00:07, 10.67it/s, v_num=9, loss/train=0.258, alignment/train=0.089, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 83%|████████▎ | 387/469 [00:36<00:07, 10.67it/s, v_num=9, loss/train=0.258, alignment/train=0.089, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 83%|████████▎ | 387/469 [00:36<00:07, 10.67it/s, v_num=9, loss/train=0.238, alignment/train=0.087, uniformity/train=-3.51, contrastive_acc/train=0.984, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 83%|████████▎ | 388/469 [00:36<00:07, 10.68it/s, v_num=9, loss/train=0.238, alignment/train=0.087, uniformity/train=-3.51, contrastive_acc/train=0.984, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 83%|████████▎ | 388/469 [00:36<00:07, 10.68it/s, v_num=9, loss/train=0.236, alignment/train=0.0871, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 83%|████████▎ | 389/469 [00:36<00:07, 10.69it/s, v_num=9, loss/train=0.236, alignment/train=0.0871, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 83%|████████▎ | 389/469 [00:36<00:07, 10.69it/s, v_num=9, loss/train=0.178, alignment/train=0.074, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 83%|████████▎ | 390/469 [00:36<00:07, 10.69it/s, v_num=9, loss/train=0.178, alignment/train=0.074, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 83%|████████▎ | 390/469 [00:36<00:07, 10.69it/s, v_num=9, loss/train=0.257, alignment/train=0.0886, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 83%|████████▎ | 391/469 [00:36<00:07, 10.67it/s, v_num=9, loss/train=0.257, alignment/train=0.0886, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 83%|████████▎ | 391/469 [00:36<00:07, 10.67it/s, v_num=9, loss/train=0.209, alignment/train=0.0915, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 84%|████████▎ | 392/469 [00:36<00:07, 10.68it/s, v_num=9, loss/train=0.209, alignment/train=0.0915, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 84%|████████▎ | 392/469 [00:36<00:07, 10.68it/s, v_num=9, loss/train=0.247, alignment/train=0.0992, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 84%|████████▍ | 393/469 [00:36<00:07, 10.68it/s, v_num=9, loss/train=0.247, alignment/train=0.0992, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 84%|████████▍ | 393/469 [00:36<00:07, 10.68it/s, v_num=9, loss/train=0.255, alignment/train=0.0961, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 84%|████████▍ | 394/469 [00:36<00:07, 10.68it/s, v_num=9, loss/train=0.255, alignment/train=0.0961, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 84%|████████▍ | 394/469 [00:36<00:07, 10.68it/s, v_num=9, loss/train=0.281, alignment/train=0.0904, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 84%|████████▍ | 395/469 [00:36<00:06, 10.68it/s, v_num=9, loss/train=0.281, alignment/train=0.0904, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 84%|████████▍ | 395/469 [00:36<00:06, 10.68it/s, v_num=9, loss/train=0.256, alignment/train=0.0844, uniformity/train=-3.49, contrastive_acc/train=0.984, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 84%|████████▍ | 396/469 [00:37<00:06, 10.69it/s, v_num=9, loss/train=0.256, alignment/train=0.0844, uniformity/train=-3.49, contrastive_acc/train=0.984, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 84%|████████▍ | 396/469 [00:37<00:06, 10.69it/s, v_num=9, loss/train=0.227, alignment/train=0.0917, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 85%|████████▍ | 397/469 [00:37<00:06, 10.69it/s, v_num=9, loss/train=0.227, alignment/train=0.0917, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 85%|████████▍ | 397/469 [00:37<00:06, 10.69it/s, v_num=9, loss/train=0.248, alignment/train=0.0971, uniformity/train=-3.49, contrastive_acc/train=0.988, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 85%|████████▍ | 398/469 [00:37<00:06, 10.68it/s, v_num=9, loss/train=0.248, alignment/train=0.0971, uniformity/train=-3.49, contrastive_acc/train=0.988, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 85%|████████▍ | 398/469 [00:37<00:06, 10.68it/s, v_num=9, loss/train=0.235, alignment/train=0.0968, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 85%|████████▌ | 399/469 [00:37<00:06, 10.68it/s, v_num=9, loss/train=0.235, alignment/train=0.0968, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 85%|████████▌ | 399/469 [00:37<00:06, 10.68it/s, v_num=9, loss/train=0.234, alignment/train=0.0829, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 85%|████████▌ | 400/469 [00:37<00:06, 10.69it/s, v_num=9, loss/train=0.234, alignment/train=0.0829, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 85%|████████▌ | 400/469 [00:37<00:06, 10.69it/s, v_num=9, loss/train=0.250, alignment/train=0.0879, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 86%|████████▌ | 401/469 [00:37<00:06, 10.70it/s, v_num=9, loss/train=0.250, alignment/train=0.0879, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 86%|████████▌ | 401/469 [00:37<00:06, 10.70it/s, v_num=9, loss/train=0.251, alignment/train=0.0819, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 86%|████████▌ | 402/469 [00:37<00:06, 10.70it/s, v_num=9, loss/train=0.251, alignment/train=0.0819, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 86%|████████▌ | 402/469 [00:37<00:06, 10.70it/s, v_num=9, loss/train=0.245, alignment/train=0.0902, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 86%|████████▌ | 403/469 [00:37<00:06, 10.69it/s, v_num=9, loss/train=0.245, alignment/train=0.0902, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 86%|████████▌ | 403/469 [00:37<00:06, 10.69it/s, v_num=9, loss/train=0.314, alignment/train=0.110, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 86%|████████▌ | 404/469 [00:37<00:06, 10.70it/s, v_num=9, loss/train=0.314, alignment/train=0.110, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 86%|████████▌ | 404/469 [00:37<00:06, 10.70it/s, v_num=9, loss/train=0.248, alignment/train=0.0902, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 86%|████████▋ | 405/469 [00:37<00:05, 10.70it/s, v_num=9, loss/train=0.248, alignment/train=0.0902, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 86%|████████▋ | 405/469 [00:37<00:05, 10.70it/s, v_num=9, loss/train=0.223, alignment/train=0.0878, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 87%|████████▋ | 406/469 [00:37<00:05, 10.69it/s, v_num=9, loss/train=0.223, alignment/train=0.0878, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 87%|████████▋ | 406/469 [00:37<00:05, 10.69it/s, v_num=9, loss/train=0.255, alignment/train=0.0894, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 87%|████████▋ | 407/469 [00:38<00:05, 10.69it/s, v_num=9, loss/train=0.255, alignment/train=0.0894, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 87%|████████▋ | 407/469 [00:38<00:05, 10.69it/s, v_num=9, loss/train=0.233, alignment/train=0.0933, uniformity/train=-3.51, contrastive_acc/train=0.988, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 87%|████████▋ | 408/469 [00:38<00:05, 10.69it/s, v_num=9, loss/train=0.233, alignment/train=0.0933, uniformity/train=-3.51, contrastive_acc/train=0.988, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 87%|████████▋ | 408/469 [00:38<00:05, 10.69it/s, v_num=9, loss/train=0.226, alignment/train=0.090, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 87%|████████▋ | 409/469 [00:38<00:05, 10.69it/s, v_num=9, loss/train=0.226, alignment/train=0.090, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 87%|████████▋ | 409/469 [00:38<00:05, 10.69it/s, v_num=9, loss/train=0.205, alignment/train=0.0909, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 87%|████████▋ | 410/469 [00:38<00:05, 10.70it/s, v_num=9, loss/train=0.205, alignment/train=0.0909, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 87%|████████▋ | 410/469 [00:38<00:05, 10.70it/s, v_num=9, loss/train=0.269, alignment/train=0.0884, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 88%|████████▊ | 411/469 [00:38<00:05, 10.69it/s, v_num=9, loss/train=0.269, alignment/train=0.0884, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 88%|████████▊ | 411/469 [00:38<00:05, 10.69it/s, v_num=9, loss/train=0.233, alignment/train=0.090, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 88%|████████▊ | 412/469 [00:38<00:05, 10.69it/s, v_num=9, loss/train=0.233, alignment/train=0.090, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 88%|████████▊ | 412/469 [00:38<00:05, 10.69it/s, v_num=9, loss/train=0.225, alignment/train=0.0919, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 88%|████████▊ | 413/469 [00:38<00:05, 10.70it/s, v_num=9, loss/train=0.225, alignment/train=0.0919, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 88%|████████▊ | 413/469 [00:38<00:05, 10.70it/s, v_num=9, loss/train=0.228, alignment/train=0.0901, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 88%|████████▊ | 414/469 [00:38<00:05, 10.70it/s, v_num=9, loss/train=0.228, alignment/train=0.0901, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 88%|████████▊ | 414/469 [00:38<00:05, 10.70it/s, v_num=9, loss/train=0.228, alignment/train=0.0863, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 88%|████████▊ | 415/469 [00:38<00:05, 10.70it/s, v_num=9, loss/train=0.228, alignment/train=0.0863, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 88%|████████▊ | 415/469 [00:38<00:05, 10.70it/s, v_num=9, loss/train=0.258, alignment/train=0.101, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 89%|████████▊ | 416/469 [00:38<00:04, 10.70it/s, v_num=9, loss/train=0.258, alignment/train=0.101, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 89%|████████▊ | 416/469 [00:38<00:04, 10.70it/s, v_num=9, loss/train=0.257, alignment/train=0.0872, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 89%|████████▉ | 417/469 [00:38<00:04, 10.71it/s, v_num=9, loss/train=0.257, alignment/train=0.0872, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 89%|████████▉ | 417/469 [00:38<00:04, 10.71it/s, v_num=9, loss/train=0.212, alignment/train=0.102, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 89%|████████▉ | 418/469 [00:39<00:04, 10.70it/s, v_num=9, loss/train=0.212, alignment/train=0.102, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 89%|████████▉ | 418/469 [00:39<00:04, 10.70it/s, v_num=9, loss/train=0.195, alignment/train=0.0769, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 89%|████████▉ | 419/469 [00:39<00:04, 10.69it/s, v_num=9, loss/train=0.195, alignment/train=0.0769, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 89%|████████▉ | 419/469 [00:39<00:04, 10.69it/s, v_num=9, loss/train=0.257, alignment/train=0.0926, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 90%|████████▉ | 420/469 [00:39<00:04, 10.70it/s, v_num=9, loss/train=0.257, alignment/train=0.0926, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 90%|████████▉ | 420/469 [00:39<00:04, 10.70it/s, v_num=9, loss/train=0.242, alignment/train=0.0926, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 90%|████████▉ | 421/469 [00:39<00:04, 10.70it/s, v_num=9, loss/train=0.242, alignment/train=0.0926, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 90%|████████▉ | 421/469 [00:39<00:04, 10.70it/s, v_num=9, loss/train=0.199, alignment/train=0.0952, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 90%|████████▉ | 422/469 [00:39<00:04, 10.70it/s, v_num=9, loss/train=0.199, alignment/train=0.0952, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 90%|████████▉ | 422/469 [00:39<00:04, 10.70it/s, v_num=9, loss/train=0.230, alignment/train=0.0846, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 90%|█████████ | 423/469 [00:39<00:04, 10.71it/s, v_num=9, loss/train=0.230, alignment/train=0.0846, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 90%|█████████ | 423/469 [00:39<00:04, 10.71it/s, v_num=9, loss/train=0.285, alignment/train=0.0945, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 90%|█████████ | 424/469 [00:39<00:04, 10.69it/s, v_num=9, loss/train=0.285, alignment/train=0.0945, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 90%|█████████ | 424/469 [00:39<00:04, 10.69it/s, v_num=9, loss/train=0.203, alignment/train=0.0839, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 91%|█████████ | 425/469 [00:39<00:04, 10.70it/s, v_num=9, loss/train=0.203, alignment/train=0.0839, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 91%|█████████ | 425/469 [00:39<00:04, 10.70it/s, v_num=9, loss/train=0.254, alignment/train=0.088, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 91%|█████████ | 426/469 [00:39<00:04, 10.71it/s, v_num=9, loss/train=0.254, alignment/train=0.088, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 91%|█████████ | 426/469 [00:39<00:04, 10.71it/s, v_num=9, loss/train=0.275, alignment/train=0.0991, uniformity/train=-3.48, contrastive_acc/train=0.980, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 91%|█████████ | 427/469 [00:39<00:03, 10.72it/s, v_num=9, loss/train=0.275, alignment/train=0.0991, uniformity/train=-3.48, contrastive_acc/train=0.980, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 91%|█████████ | 427/469 [00:39<00:03, 10.72it/s, v_num=9, loss/train=0.275, alignment/train=0.0873, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 91%|█████████▏| 428/469 [00:39<00:03, 10.72it/s, v_num=9, loss/train=0.275, alignment/train=0.0873, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 91%|█████████▏| 428/469 [00:39<00:03, 10.72it/s, v_num=9, loss/train=0.247, alignment/train=0.0926, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 91%|█████████▏| 429/469 [00:40<00:03, 10.71it/s, v_num=9, loss/train=0.247, alignment/train=0.0926, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 91%|█████████▏| 429/469 [00:40<00:03, 10.71it/s, v_num=9, loss/train=0.191, alignment/train=0.0888, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 92%|█████████▏| 430/469 [00:40<00:03, 10.71it/s, v_num=9, loss/train=0.191, alignment/train=0.0888, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 92%|█████████▏| 430/469 [00:40<00:03, 10.71it/s, v_num=9, loss/train=0.273, alignment/train=0.0797, uniformity/train=-3.47, contrastive_acc/train=0.984, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 92%|█████████▏| 431/469 [00:40<00:03, 10.72it/s, v_num=9, loss/train=0.273, alignment/train=0.0797, uniformity/train=-3.47, contrastive_acc/train=0.984, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 92%|█████████▏| 431/469 [00:40<00:03, 10.72it/s, v_num=9, loss/train=0.224, alignment/train=0.0816, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 92%|█████████▏| 432/469 [00:40<00:03, 10.72it/s, v_num=9, loss/train=0.224, alignment/train=0.0816, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 92%|█████████▏| 432/469 [00:40<00:03, 10.72it/s, v_num=9, loss/train=0.256, alignment/train=0.100, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 92%|█████████▏| 433/469 [00:40<00:03, 10.73it/s, v_num=9, loss/train=0.256, alignment/train=0.100, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 92%|█████████▏| 433/469 [00:40<00:03, 10.73it/s, v_num=9, loss/train=0.209, alignment/train=0.0844, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 93%|█████████▎| 434/469 [00:40<00:03, 10.73it/s, v_num=9, loss/train=0.209, alignment/train=0.0844, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 93%|█████████▎| 434/469 [00:40<00:03, 10.73it/s, v_num=9, loss/train=0.211, alignment/train=0.0852, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 93%|█████████▎| 435/469 [00:40<00:03, 10.71it/s, v_num=9, loss/train=0.211, alignment/train=0.0852, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 93%|█████████▎| 435/469 [00:40<00:03, 10.71it/s, v_num=9, loss/train=0.225, alignment/train=0.0961, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 93%|█████████▎| 436/469 [00:40<00:03, 10.72it/s, v_num=9, loss/train=0.225, alignment/train=0.0961, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 93%|█████████▎| 436/469 [00:40<00:03, 10.72it/s, v_num=9, loss/train=0.244, alignment/train=0.0908, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 93%|█████████▎| 437/469 [00:40<00:02, 10.73it/s, v_num=9, loss/train=0.244, alignment/train=0.0908, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 93%|█████████▎| 437/469 [00:40<00:02, 10.73it/s, v_num=9, loss/train=0.218, alignment/train=0.0809, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 93%|█████████▎| 438/469 [00:40<00:02, 10.74it/s, v_num=9, loss/train=0.218, alignment/train=0.0809, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 93%|█████████▎| 438/469 [00:40<00:02, 10.74it/s, v_num=9, loss/train=0.218, alignment/train=0.0914, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 94%|█████████▎| 439/469 [00:40<00:02, 10.72it/s, v_num=9, loss/train=0.218, alignment/train=0.0914, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 94%|█████████▎| 439/469 [00:40<00:02, 10.72it/s, v_num=9, loss/train=0.242, alignment/train=0.0869, uniformity/train=-3.52, contrastive_acc/train=0.984, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 94%|█████████▍| 440/469 [00:41<00:02, 10.71it/s, v_num=9, loss/train=0.242, alignment/train=0.0869, uniformity/train=-3.52, contrastive_acc/train=0.984, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 94%|█████████▍| 440/469 [00:41<00:02, 10.71it/s, v_num=9, loss/train=0.235, alignment/train=0.0855, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 94%|█████████▍| 441/469 [00:41<00:02, 10.72it/s, v_num=9, loss/train=0.235, alignment/train=0.0855, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 94%|█████████▍| 441/469 [00:41<00:02, 10.72it/s, v_num=9, loss/train=0.235, alignment/train=0.0745, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 94%|█████████▍| 442/469 [00:41<00:02, 10.72it/s, v_num=9, loss/train=0.235, alignment/train=0.0745, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 94%|█████████▍| 442/469 [00:41<00:02, 10.72it/s, v_num=9, loss/train=0.264, alignment/train=0.0955, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 94%|█████████▍| 443/469 [00:41<00:02, 10.72it/s, v_num=9, loss/train=0.264, alignment/train=0.0955, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 94%|█████████▍| 443/469 [00:41<00:02, 10.72it/s, v_num=9, loss/train=0.194, alignment/train=0.0872, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 95%|█████████▍| 444/469 [00:41<00:02, 10.73it/s, v_num=9, loss/train=0.194, alignment/train=0.0872, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 95%|█████████▍| 444/469 [00:41<00:02, 10.73it/s, v_num=9, loss/train=0.260, alignment/train=0.108, uniformity/train=-3.53, contrastive_acc/train=0.984, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 95%|█████████▍| 445/469 [00:41<00:02, 10.73it/s, v_num=9, loss/train=0.260, alignment/train=0.108, uniformity/train=-3.53, contrastive_acc/train=0.984, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 95%|█████████▍| 445/469 [00:41<00:02, 10.73it/s, v_num=9, loss/train=0.239, alignment/train=0.0959, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 95%|█████████▌| 446/469 [00:41<00:02, 10.72it/s, v_num=9, loss/train=0.239, alignment/train=0.0959, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 95%|█████████▌| 446/469 [00:41<00:02, 10.72it/s, v_num=9, loss/train=0.240, alignment/train=0.092, uniformity/train=-3.51, contrastive_acc/train=0.984, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 95%|█████████▌| 447/469 [00:41<00:02, 10.72it/s, v_num=9, loss/train=0.240, alignment/train=0.092, uniformity/train=-3.51, contrastive_acc/train=0.984, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 95%|█████████▌| 447/469 [00:41<00:02, 10.72it/s, v_num=9, loss/train=0.223, alignment/train=0.0897, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 96%|█████████▌| 448/469 [00:41<00:01, 10.73it/s, v_num=9, loss/train=0.223, alignment/train=0.0897, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 96%|█████████▌| 448/469 [00:41<00:01, 10.73it/s, v_num=9, loss/train=0.270, alignment/train=0.0823, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 96%|█████████▌| 449/469 [00:41<00:01, 10.74it/s, v_num=9, loss/train=0.270, alignment/train=0.0823, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 96%|█████████▌| 449/469 [00:41<00:01, 10.74it/s, v_num=9, loss/train=0.219, alignment/train=0.0887, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 96%|█████████▌| 450/469 [00:41<00:01, 10.75it/s, v_num=9, loss/train=0.219, alignment/train=0.0887, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 96%|█████████▌| 450/469 [00:41<00:01, 10.75it/s, v_num=9, loss/train=0.209, alignment/train=0.0896, uniformity/train=-3.53, contrastive_acc/train=0.988, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 96%|█████████▌| 451/469 [00:41<00:01, 10.75it/s, v_num=9, loss/train=0.209, alignment/train=0.0896, uniformity/train=-3.53, contrastive_acc/train=0.988, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 96%|█████████▌| 451/469 [00:41<00:01, 10.75it/s, v_num=9, loss/train=0.239, alignment/train=0.0848, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 96%|█████████▋| 452/469 [00:41<00:01, 10.76it/s, v_num=9, loss/train=0.239, alignment/train=0.0848, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 96%|█████████▋| 452/469 [00:41<00:01, 10.76it/s, v_num=9, loss/train=0.216, alignment/train=0.0869, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 97%|█████████▋| 453/469 [00:42<00:01, 10.78it/s, v_num=9, loss/train=0.216, alignment/train=0.0869, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 97%|█████████▋| 453/469 [00:42<00:01, 10.78it/s, v_num=9, loss/train=0.185, alignment/train=0.0866, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 97%|█████████▋| 454/469 [00:42<00:01, 10.79it/s, v_num=9, loss/train=0.185, alignment/train=0.0866, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 97%|█████████▋| 454/469 [00:42<00:01, 10.79it/s, v_num=9, loss/train=0.199, alignment/train=0.0897, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 97%|█████████▋| 455/469 [00:42<00:01, 10.81it/s, v_num=9, loss/train=0.199, alignment/train=0.0897, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 97%|█████████▋| 455/469 [00:42<00:01, 10.81it/s, v_num=9, loss/train=0.210, alignment/train=0.0873, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 97%|█████████▋| 456/469 [00:42<00:01, 10.82it/s, v_num=9, loss/train=0.210, alignment/train=0.0873, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 97%|█████████▋| 456/469 [00:42<00:01, 10.82it/s, v_num=9, loss/train=0.238, alignment/train=0.0852, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 97%|█████████▋| 457/469 [00:42<00:01, 10.83it/s, v_num=9, loss/train=0.238, alignment/train=0.0852, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 97%|█████████▋| 457/469 [00:42<00:01, 10.83it/s, v_num=9, loss/train=0.238, alignment/train=0.0907, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 98%|█████████▊| 458/469 [00:42<00:01, 10.85it/s, v_num=9, loss/train=0.238, alignment/train=0.0907, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 98%|█████████▊| 458/469 [00:42<00:01, 10.85it/s, v_num=9, loss/train=0.200, alignment/train=0.0878, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 98%|█████████▊| 459/469 [00:42<00:00, 10.86it/s, v_num=9, loss/train=0.200, alignment/train=0.0878, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 98%|█████████▊| 459/469 [00:42<00:00, 10.86it/s, v_num=9, loss/train=0.246, alignment/train=0.0972, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 98%|█████████▊| 460/469 [00:42<00:00, 10.88it/s, v_num=9, loss/train=0.246, alignment/train=0.0972, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 98%|█████████▊| 460/469 [00:42<00:00, 10.88it/s, v_num=9, loss/train=0.198, alignment/train=0.0937, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 98%|█████████▊| 461/469 [00:42<00:00, 10.89it/s, v_num=9, loss/train=0.198, alignment/train=0.0937, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 98%|█████████▊| 461/469 [00:42<00:00, 10.89it/s, v_num=9, loss/train=0.241, alignment/train=0.075, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 99%|█████████▊| 462/469 [00:42<00:00, 10.91it/s, v_num=9, loss/train=0.241, alignment/train=0.075, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 99%|█████████▊| 462/469 [00:42<00:00, 10.90it/s, v_num=9, loss/train=0.251, alignment/train=0.0832, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 99%|█████████▊| 463/469 [00:42<00:00, 10.92it/s, v_num=9, loss/train=0.251, alignment/train=0.0832, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 99%|█████████▊| 463/469 [00:42<00:00, 10.92it/s, v_num=9, loss/train=0.222, alignment/train=0.0975, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 99%|█████████▉| 464/469 [00:42<00:00, 10.93it/s, v_num=9, loss/train=0.222, alignment/train=0.0975, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 99%|█████████▉| 464/469 [00:42<00:00, 10.93it/s, v_num=9, loss/train=0.246, alignment/train=0.0783, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 99%|█████████▉| 465/469 [00:42<00:00, 10.95it/s, v_num=9, loss/train=0.246, alignment/train=0.0783, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 99%|█████████▉| 465/469 [00:42<00:00, 10.95it/s, v_num=9, loss/train=0.274, alignment/train=0.0849, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 99%|█████████▉| 466/469 [00:42<00:00, 10.96it/s, v_num=9, loss/train=0.274, alignment/train=0.0849, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 99%|█████████▉| 466/469 [00:42<00:00, 10.96it/s, v_num=9, loss/train=0.234, alignment/train=0.0827, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 100%|█████████▉| 467/469 [00:42<00:00, 10.98it/s, v_num=9, loss/train=0.234, alignment/train=0.0827, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 100%|█████████▉| 467/469 [00:42<00:00, 10.98it/s, v_num=9, loss/train=0.230, alignment/train=0.0888, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 100%|█████████▉| 468/469 [00:42<00:00, 10.99it/s, v_num=9, loss/train=0.230, alignment/train=0.0888, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 100%|█████████▉| 468/469 [00:42<00:00, 10.99it/s, v_num=9, loss/train=0.221, alignment/train=0.0884, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 100%|██████████| 469/469 [00:42<00:00, 11.00it/s, v_num=9, loss/train=0.221, alignment/train=0.0884, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 100%|██████████| 469/469 [00:42<00:00, 11.00it/s, v_num=9, loss/train=0.188, alignment/train=0.0968, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
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Epoch 9: 100%|██████████| 469/469 [00:49<00:00, 9.43it/s, v_num=9, loss/train=0.188, alignment/train=0.0968, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 9: 100%|██████████| 469/469 [00:49<00:00, 9.43it/s, v_num=9, loss/train=0.188, alignment/train=0.0968, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 9: 0%| | 0/469 [00:00<?, ?it/s, v_num=9, loss/train=0.188, alignment/train=0.0968, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 0%| | 0/469 [00:00<?, ?it/s, v_num=9, loss/train=0.188, alignment/train=0.0968, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 0%| | 1/469 [00:01<12:46, 0.61it/s, v_num=9, loss/train=0.188, alignment/train=0.0968, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 0%| | 1/469 [00:01<12:46, 0.61it/s, v_num=9, loss/train=0.217, alignment/train=0.0749, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 0%| | 2/469 [00:01<06:35, 1.18it/s, v_num=9, loss/train=0.217, alignment/train=0.0749, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 0%| | 2/469 [00:01<06:36, 1.18it/s, v_num=9, loss/train=0.229, alignment/train=0.0809, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 1%| | 3/469 [00:01<04:40, 1.66it/s, v_num=9, loss/train=0.229, alignment/train=0.0809, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 1%| | 3/469 [00:01<04:40, 1.66it/s, v_num=9, loss/train=0.292, alignment/train=0.100, uniformity/train=-3.48, contrastive_acc/train=0.984, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 1%| | 4/469 [00:01<03:48, 2.03it/s, v_num=9, loss/train=0.292, alignment/train=0.100, uniformity/train=-3.48, contrastive_acc/train=0.984, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 1%| | 4/469 [00:01<03:48, 2.03it/s, v_num=9, loss/train=0.242, alignment/train=0.0915, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 1%| | 5/469 [00:02<03:07, 2.47it/s, v_num=9, loss/train=0.242, alignment/train=0.0915, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 1%| | 5/469 [00:02<03:07, 2.47it/s, v_num=9, loss/train=0.230, alignment/train=0.0962, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 1%|▏ | 6/469 [00:02<02:40, 2.89it/s, v_num=9, loss/train=0.230, alignment/train=0.0962, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 1%|▏ | 6/469 [00:02<02:40, 2.88it/s, v_num=9, loss/train=0.254, alignment/train=0.0877, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 1%|▏ | 7/469 [00:02<02:23, 3.21it/s, v_num=9, loss/train=0.254, alignment/train=0.0877, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 1%|▏ | 7/469 [00:02<02:23, 3.21it/s, v_num=9, loss/train=0.212, alignment/train=0.0806, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 2%|▏ | 8/469 [00:02<02:13, 3.45it/s, v_num=9, loss/train=0.212, alignment/train=0.0806, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 2%|▏ | 8/469 [00:02<02:13, 3.45it/s, v_num=9, loss/train=0.259, alignment/train=0.0802, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 2%|▏ | 9/469 [00:02<02:01, 3.78it/s, v_num=9, loss/train=0.259, alignment/train=0.0802, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 2%|▏ | 9/469 [00:02<02:01, 3.78it/s, v_num=9, loss/train=0.225, alignment/train=0.0829, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 2%|▏ | 10/469 [00:02<01:51, 4.10it/s, v_num=9, loss/train=0.225, alignment/train=0.0829, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 2%|▏ | 10/469 [00:02<01:51, 4.10it/s, v_num=9, loss/train=0.262, alignment/train=0.0923, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 2%|▏ | 11/469 [00:02<01:44, 4.39it/s, v_num=9, loss/train=0.262, alignment/train=0.0923, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 2%|▏ | 11/469 [00:02<01:44, 4.38it/s, v_num=9, loss/train=0.249, alignment/train=0.0952, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 3%|▎ | 12/469 [00:02<01:38, 4.65it/s, v_num=9, loss/train=0.249, alignment/train=0.0952, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 3%|▎ | 12/469 [00:02<01:38, 4.65it/s, v_num=9, loss/train=0.230, alignment/train=0.0869, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 3%|▎ | 13/469 [00:02<01:33, 4.87it/s, v_num=9, loss/train=0.230, alignment/train=0.0869, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 3%|▎ | 13/469 [00:02<01:33, 4.87it/s, v_num=9, loss/train=0.242, alignment/train=0.0831, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 3%|▎ | 14/469 [00:02<01:29, 5.11it/s, v_num=9, loss/train=0.242, alignment/train=0.0831, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 3%|▎ | 14/469 [00:02<01:29, 5.11it/s, v_num=9, loss/train=0.255, alignment/train=0.0775, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 3%|▎ | 15/469 [00:02<01:26, 5.23it/s, v_num=9, loss/train=0.255, alignment/train=0.0775, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 3%|▎ | 15/469 [00:02<01:26, 5.23it/s, v_num=9, loss/train=0.279, alignment/train=0.103, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 3%|▎ | 16/469 [00:02<01:23, 5.43it/s, v_num=9, loss/train=0.279, alignment/train=0.103, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 3%|▎ | 16/469 [00:02<01:23, 5.43it/s, v_num=9, loss/train=0.213, alignment/train=0.0909, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 4%|▎ | 17/469 [00:03<01:21, 5.57it/s, v_num=9, loss/train=0.213, alignment/train=0.0909, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 4%|▎ | 17/469 [00:03<01:21, 5.57it/s, v_num=9, loss/train=0.203, alignment/train=0.0922, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 4%|▍ | 18/469 [00:03<01:19, 5.70it/s, v_num=9, loss/train=0.203, alignment/train=0.0922, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 4%|▍ | 18/469 [00:03<01:19, 5.70it/s, v_num=9, loss/train=0.221, alignment/train=0.0837, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 4%|▍ | 19/469 [00:03<01:17, 5.82it/s, v_num=9, loss/train=0.221, alignment/train=0.0837, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 4%|▍ | 19/469 [00:03<01:17, 5.82it/s, v_num=9, loss/train=0.225, alignment/train=0.0895, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 4%|▍ | 20/469 [00:03<01:15, 5.97it/s, v_num=9, loss/train=0.225, alignment/train=0.0895, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 4%|▍ | 20/469 [00:03<01:15, 5.97it/s, v_num=9, loss/train=0.203, alignment/train=0.0773, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 4%|▍ | 21/469 [00:03<01:12, 6.14it/s, v_num=9, loss/train=0.203, alignment/train=0.0773, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 4%|▍ | 21/469 [00:03<01:12, 6.14it/s, v_num=9, loss/train=0.225, alignment/train=0.0808, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 5%|▍ | 22/469 [00:03<01:10, 6.33it/s, v_num=9, loss/train=0.225, alignment/train=0.0808, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 5%|▍ | 22/469 [00:03<01:10, 6.33it/s, v_num=9, loss/train=0.247, alignment/train=0.103, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 5%|▍ | 23/469 [00:03<01:09, 6.44it/s, v_num=9, loss/train=0.247, alignment/train=0.103, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 5%|▍ | 23/469 [00:03<01:09, 6.44it/s, v_num=9, loss/train=0.215, alignment/train=0.0961, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 5%|▌ | 24/469 [00:03<01:07, 6.59it/s, v_num=9, loss/train=0.215, alignment/train=0.0961, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 5%|▌ | 24/469 [00:03<01:07, 6.59it/s, v_num=9, loss/train=0.254, alignment/train=0.0825, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 5%|▌ | 25/469 [00:03<01:08, 6.53it/s, v_num=9, loss/train=0.254, alignment/train=0.0825, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 5%|▌ | 25/469 [00:03<01:08, 6.52it/s, v_num=9, loss/train=0.251, alignment/train=0.0869, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 6%|▌ | 26/469 [00:03<01:06, 6.65it/s, v_num=9, loss/train=0.251, alignment/train=0.0869, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 6%|▌ | 26/469 [00:03<01:06, 6.65it/s, v_num=9, loss/train=0.260, alignment/train=0.0908, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 6%|▌ | 27/469 [00:03<01:04, 6.81it/s, v_num=9, loss/train=0.260, alignment/train=0.0908, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 6%|▌ | 27/469 [00:03<01:04, 6.81it/s, v_num=9, loss/train=0.248, alignment/train=0.0941, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 6%|▌ | 28/469 [00:04<01:03, 6.94it/s, v_num=9, loss/train=0.248, alignment/train=0.0941, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 6%|▌ | 28/469 [00:04<01:03, 6.94it/s, v_num=9, loss/train=0.300, alignment/train=0.102, uniformity/train=-3.50, contrastive_acc/train=0.984, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 6%|▌ | 29/469 [00:04<01:02, 7.03it/s, v_num=9, loss/train=0.300, alignment/train=0.102, uniformity/train=-3.50, contrastive_acc/train=0.984, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 6%|▌ | 29/469 [00:04<01:02, 7.03it/s, v_num=9, loss/train=0.244, alignment/train=0.0755, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 6%|▋ | 30/469 [00:04<01:02, 7.04it/s, v_num=9, loss/train=0.244, alignment/train=0.0755, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 6%|▋ | 30/469 [00:04<01:02, 7.04it/s, v_num=9, loss/train=0.223, alignment/train=0.0813, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 7%|▋ | 31/469 [00:04<01:01, 7.18it/s, v_num=9, loss/train=0.223, alignment/train=0.0813, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 7%|▋ | 31/469 [00:04<01:01, 7.18it/s, v_num=9, loss/train=0.260, alignment/train=0.0751, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 7%|▋ | 32/469 [00:04<01:00, 7.24it/s, v_num=9, loss/train=0.260, alignment/train=0.0751, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 7%|▋ | 32/469 [00:04<01:00, 7.24it/s, v_num=9, loss/train=0.227, alignment/train=0.0807, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 7%|▋ | 33/469 [00:04<01:00, 7.27it/s, v_num=9, loss/train=0.227, alignment/train=0.0807, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 7%|▋ | 33/469 [00:04<01:00, 7.26it/s, v_num=9, loss/train=0.207, alignment/train=0.0851, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 7%|▋ | 34/469 [00:04<00:58, 7.39it/s, v_num=9, loss/train=0.207, alignment/train=0.0851, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 7%|▋ | 34/469 [00:04<00:58, 7.39it/s, v_num=9, loss/train=0.218, alignment/train=0.0902, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 7%|▋ | 35/469 [00:04<00:58, 7.45it/s, v_num=9, loss/train=0.218, alignment/train=0.0902, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 7%|▋ | 35/469 [00:04<00:58, 7.45it/s, v_num=9, loss/train=0.270, alignment/train=0.0912, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 8%|▊ | 36/469 [00:04<00:57, 7.57it/s, v_num=9, loss/train=0.270, alignment/train=0.0912, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 8%|▊ | 36/469 [00:04<00:57, 7.57it/s, v_num=9, loss/train=0.268, alignment/train=0.0933, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 8%|▊ | 37/469 [00:04<00:56, 7.62it/s, v_num=9, loss/train=0.268, alignment/train=0.0933, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 8%|▊ | 37/469 [00:04<00:56, 7.62it/s, v_num=9, loss/train=0.290, alignment/train=0.0947, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 8%|▊ | 38/469 [00:04<00:55, 7.74it/s, v_num=9, loss/train=0.290, alignment/train=0.0947, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 8%|▊ | 38/469 [00:04<00:55, 7.74it/s, v_num=9, loss/train=0.209, alignment/train=0.0802, uniformity/train=-3.51, contrastive_acc/train=0.984, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 8%|▊ | 39/469 [00:04<00:54, 7.85it/s, v_num=9, loss/train=0.209, alignment/train=0.0802, uniformity/train=-3.51, contrastive_acc/train=0.984, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 8%|▊ | 39/469 [00:04<00:54, 7.85it/s, v_num=9, loss/train=0.240, alignment/train=0.0784, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 9%|▊ | 40/469 [00:05<00:54, 7.86it/s, v_num=9, loss/train=0.240, alignment/train=0.0784, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 9%|▊ | 40/469 [00:05<00:54, 7.86it/s, v_num=9, loss/train=0.199, alignment/train=0.0876, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 9%|▊ | 41/469 [00:05<00:54, 7.85it/s, v_num=9, loss/train=0.199, alignment/train=0.0876, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 9%|▊ | 41/469 [00:05<00:54, 7.85it/s, v_num=9, loss/train=0.214, alignment/train=0.0763, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 9%|▉ | 42/469 [00:05<00:53, 7.93it/s, v_num=9, loss/train=0.214, alignment/train=0.0763, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 9%|▉ | 42/469 [00:05<00:53, 7.93it/s, v_num=9, loss/train=0.314, alignment/train=0.104, uniformity/train=-3.46, contrastive_acc/train=0.984, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 9%|▉ | 43/469 [00:05<00:53, 7.99it/s, v_num=9, loss/train=0.314, alignment/train=0.104, uniformity/train=-3.46, contrastive_acc/train=0.984, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 9%|▉ | 43/469 [00:05<00:53, 7.99it/s, v_num=9, loss/train=0.221, alignment/train=0.0939, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 9%|▉ | 44/469 [00:05<00:52, 8.06it/s, v_num=9, loss/train=0.221, alignment/train=0.0939, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 9%|▉ | 44/469 [00:05<00:52, 8.06it/s, v_num=9, loss/train=0.270, alignment/train=0.0902, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 10%|▉ | 45/469 [00:05<00:52, 8.14it/s, v_num=9, loss/train=0.270, alignment/train=0.0902, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 10%|▉ | 45/469 [00:05<00:52, 8.14it/s, v_num=9, loss/train=0.202, alignment/train=0.0823, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 10%|▉ | 46/469 [00:05<00:52, 8.10it/s, v_num=9, loss/train=0.202, alignment/train=0.0823, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 10%|▉ | 46/469 [00:05<00:52, 8.10it/s, v_num=9, loss/train=0.251, alignment/train=0.0911, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 10%|█ | 47/469 [00:05<00:51, 8.17it/s, v_num=9, loss/train=0.251, alignment/train=0.0911, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 10%|█ | 47/469 [00:05<00:51, 8.17it/s, v_num=9, loss/train=0.225, alignment/train=0.0855, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 10%|█ | 48/469 [00:05<00:50, 8.26it/s, v_num=9, loss/train=0.225, alignment/train=0.0855, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 10%|█ | 48/469 [00:05<00:51, 8.25it/s, v_num=9, loss/train=0.228, alignment/train=0.0914, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 10%|█ | 49/469 [00:05<00:50, 8.35it/s, v_num=9, loss/train=0.228, alignment/train=0.0914, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 10%|█ | 49/469 [00:05<00:50, 8.35it/s, v_num=9, loss/train=0.256, alignment/train=0.0835, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 11%|█ | 50/469 [00:05<00:49, 8.39it/s, v_num=9, loss/train=0.256, alignment/train=0.0835, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 11%|█ | 50/469 [00:05<00:49, 8.39it/s, v_num=9, loss/train=0.195, alignment/train=0.079, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 11%|█ | 51/469 [00:06<00:50, 8.32it/s, v_num=9, loss/train=0.195, alignment/train=0.079, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 11%|█ | 51/469 [00:06<00:50, 8.32it/s, v_num=9, loss/train=0.325, alignment/train=0.105, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 11%|█ | 52/469 [00:06<00:49, 8.40it/s, v_num=9, loss/train=0.325, alignment/train=0.105, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 11%|█ | 52/469 [00:06<00:49, 8.40it/s, v_num=9, loss/train=0.219, alignment/train=0.0933, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 11%|█▏ | 53/469 [00:06<00:49, 8.43it/s, v_num=9, loss/train=0.219, alignment/train=0.0933, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 11%|█▏ | 53/469 [00:06<00:49, 8.42it/s, v_num=9, loss/train=0.214, alignment/train=0.104, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 12%|█▏ | 54/469 [00:06<00:48, 8.47it/s, v_num=9, loss/train=0.214, alignment/train=0.104, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 12%|█▏ | 54/469 [00:06<00:48, 8.47it/s, v_num=9, loss/train=0.240, alignment/train=0.092, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 12%|█▏ | 55/469 [00:06<00:48, 8.53it/s, v_num=9, loss/train=0.240, alignment/train=0.092, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 12%|█▏ | 55/469 [00:06<00:48, 8.53it/s, v_num=9, loss/train=0.260, alignment/train=0.0899, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 12%|█▏ | 56/469 [00:06<00:48, 8.57it/s, v_num=9, loss/train=0.260, alignment/train=0.0899, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 12%|█▏ | 56/469 [00:06<00:48, 8.57it/s, v_num=9, loss/train=0.323, alignment/train=0.122, uniformity/train=-3.48, contrastive_acc/train=0.984, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 12%|█▏ | 57/469 [00:06<00:48, 8.55it/s, v_num=9, loss/train=0.323, alignment/train=0.122, uniformity/train=-3.48, contrastive_acc/train=0.984, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 12%|█▏ | 57/469 [00:06<00:48, 8.55it/s, v_num=9, loss/train=0.232, alignment/train=0.0944, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 12%|█▏ | 58/469 [00:06<00:47, 8.62it/s, v_num=9, loss/train=0.232, alignment/train=0.0944, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 12%|█▏ | 58/469 [00:06<00:47, 8.62it/s, v_num=9, loss/train=0.186, alignment/train=0.0876, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 13%|█▎ | 59/469 [00:06<00:47, 8.70it/s, v_num=9, loss/train=0.186, alignment/train=0.0876, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 13%|█▎ | 59/469 [00:06<00:47, 8.69it/s, v_num=9, loss/train=0.235, alignment/train=0.0756, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 13%|█▎ | 60/469 [00:06<00:46, 8.77it/s, v_num=9, loss/train=0.235, alignment/train=0.0756, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 13%|█▎ | 60/469 [00:06<00:46, 8.77it/s, v_num=9, loss/train=0.248, alignment/train=0.0978, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 13%|█▎ | 61/469 [00:06<00:46, 8.76it/s, v_num=9, loss/train=0.248, alignment/train=0.0978, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 13%|█▎ | 61/469 [00:06<00:46, 8.76it/s, v_num=9, loss/train=0.215, alignment/train=0.0825, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 13%|█▎ | 62/469 [00:07<00:46, 8.76it/s, v_num=9, loss/train=0.215, alignment/train=0.0825, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 13%|█▎ | 62/469 [00:07<00:46, 8.76it/s, v_num=9, loss/train=0.265, alignment/train=0.0949, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 13%|█▎ | 63/469 [00:07<00:46, 8.79it/s, v_num=9, loss/train=0.265, alignment/train=0.0949, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 13%|█▎ | 63/469 [00:07<00:46, 8.79it/s, v_num=9, loss/train=0.257, alignment/train=0.100, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 14%|█▎ | 64/469 [00:07<00:45, 8.84it/s, v_num=9, loss/train=0.257, alignment/train=0.100, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 14%|█▎ | 64/469 [00:07<00:45, 8.84it/s, v_num=9, loss/train=0.224, alignment/train=0.0953, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 14%|█▍ | 65/469 [00:07<00:45, 8.90it/s, v_num=9, loss/train=0.224, alignment/train=0.0953, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 14%|█▍ | 65/469 [00:07<00:45, 8.90it/s, v_num=9, loss/train=0.224, alignment/train=0.0763, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 14%|█▍ | 66/469 [00:07<00:45, 8.91it/s, v_num=9, loss/train=0.224, alignment/train=0.0763, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 14%|█▍ | 66/469 [00:07<00:45, 8.91it/s, v_num=9, loss/train=0.260, alignment/train=0.0864, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 14%|█▍ | 67/469 [00:07<00:45, 8.93it/s, v_num=9, loss/train=0.260, alignment/train=0.0864, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 14%|█▍ | 67/469 [00:07<00:45, 8.93it/s, v_num=9, loss/train=0.238, alignment/train=0.0857, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 14%|█▍ | 68/469 [00:07<00:44, 8.95it/s, v_num=9, loss/train=0.238, alignment/train=0.0857, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 14%|█▍ | 68/469 [00:07<00:44, 8.95it/s, v_num=9, loss/train=0.225, alignment/train=0.0989, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 15%|█▍ | 69/469 [00:07<00:44, 9.01it/s, v_num=9, loss/train=0.225, alignment/train=0.0989, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 15%|█▍ | 69/469 [00:07<00:44, 9.01it/s, v_num=9, loss/train=0.228, alignment/train=0.0743, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 15%|█▍ | 70/469 [00:07<00:44, 8.98it/s, v_num=9, loss/train=0.228, alignment/train=0.0743, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 15%|█▍ | 70/469 [00:07<00:44, 8.97it/s, v_num=9, loss/train=0.237, alignment/train=0.0849, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 15%|█▌ | 71/469 [00:07<00:44, 9.01it/s, v_num=9, loss/train=0.237, alignment/train=0.0849, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 15%|█▌ | 71/469 [00:07<00:44, 9.01it/s, v_num=9, loss/train=0.228, alignment/train=0.0864, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 15%|█▌ | 72/469 [00:07<00:43, 9.07it/s, v_num=9, loss/train=0.228, alignment/train=0.0864, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 15%|█▌ | 72/469 [00:07<00:43, 9.07it/s, v_num=9, loss/train=0.277, alignment/train=0.096, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 16%|█▌ | 73/469 [00:08<00:43, 9.07it/s, v_num=9, loss/train=0.277, alignment/train=0.096, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 16%|█▌ | 73/469 [00:08<00:43, 9.07it/s, v_num=9, loss/train=0.256, alignment/train=0.088, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 16%|█▌ | 74/469 [00:08<00:43, 9.11it/s, v_num=9, loss/train=0.256, alignment/train=0.088, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 16%|█▌ | 74/469 [00:08<00:43, 9.11it/s, v_num=9, loss/train=0.209, alignment/train=0.095, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 16%|█▌ | 75/469 [00:08<00:42, 9.17it/s, v_num=9, loss/train=0.209, alignment/train=0.095, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 16%|█▌ | 75/469 [00:08<00:42, 9.17it/s, v_num=9, loss/train=0.241, alignment/train=0.0824, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 16%|█▌ | 76/469 [00:08<00:42, 9.15it/s, v_num=9, loss/train=0.241, alignment/train=0.0824, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 16%|█▌ | 76/469 [00:08<00:42, 9.15it/s, v_num=9, loss/train=0.243, alignment/train=0.0945, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 16%|█▋ | 77/469 [00:08<00:42, 9.15it/s, v_num=9, loss/train=0.243, alignment/train=0.0945, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 16%|█▋ | 77/469 [00:08<00:42, 9.15it/s, v_num=9, loss/train=0.192, alignment/train=0.0816, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 17%|█▋ | 78/469 [00:08<00:42, 9.20it/s, v_num=9, loss/train=0.192, alignment/train=0.0816, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 17%|█▋ | 78/469 [00:08<00:42, 9.20it/s, v_num=9, loss/train=0.224, alignment/train=0.087, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 17%|█▋ | 79/469 [00:08<00:42, 9.25it/s, v_num=9, loss/train=0.224, alignment/train=0.087, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 17%|█▋ | 79/469 [00:08<00:42, 9.25it/s, v_num=9, loss/train=0.240, alignment/train=0.0959, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 17%|█▋ | 80/469 [00:08<00:42, 9.25it/s, v_num=9, loss/train=0.240, alignment/train=0.0959, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 17%|█▋ | 80/469 [00:08<00:42, 9.25it/s, v_num=9, loss/train=0.220, alignment/train=0.0874, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 17%|█▋ | 81/469 [00:08<00:41, 9.30it/s, v_num=9, loss/train=0.220, alignment/train=0.0874, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 17%|█▋ | 81/469 [00:08<00:41, 9.30it/s, v_num=9, loss/train=0.258, alignment/train=0.0823, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 17%|█▋ | 82/469 [00:08<00:41, 9.33it/s, v_num=9, loss/train=0.258, alignment/train=0.0823, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 17%|█▋ | 82/469 [00:08<00:41, 9.32it/s, v_num=9, loss/train=0.229, alignment/train=0.0863, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 18%|█▊ | 83/469 [00:08<00:41, 9.33it/s, v_num=9, loss/train=0.229, alignment/train=0.0863, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 18%|█▊ | 83/469 [00:08<00:41, 9.33it/s, v_num=9, loss/train=0.269, alignment/train=0.0963, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 18%|█▊ | 84/469 [00:09<00:41, 9.33it/s, v_num=9, loss/train=0.269, alignment/train=0.0963, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 18%|█▊ | 84/469 [00:09<00:41, 9.33it/s, v_num=9, loss/train=0.206, alignment/train=0.0822, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 18%|█▊ | 85/469 [00:09<00:41, 9.30it/s, v_num=9, loss/train=0.206, alignment/train=0.0822, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 18%|█▊ | 85/469 [00:09<00:41, 9.30it/s, v_num=9, loss/train=0.241, alignment/train=0.0955, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 18%|█▊ | 86/469 [00:09<00:41, 9.31it/s, v_num=9, loss/train=0.241, alignment/train=0.0955, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 18%|█▊ | 86/469 [00:09<00:41, 9.31it/s, v_num=9, loss/train=0.223, alignment/train=0.0957, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 19%|█▊ | 87/469 [00:09<00:40, 9.35it/s, v_num=9, loss/train=0.223, alignment/train=0.0957, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 19%|█▊ | 87/469 [00:09<00:40, 9.35it/s, v_num=9, loss/train=0.235, alignment/train=0.0879, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 19%|█▉ | 88/469 [00:09<00:40, 9.40it/s, v_num=9, loss/train=0.235, alignment/train=0.0879, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 19%|█▉ | 88/469 [00:09<00:40, 9.40it/s, v_num=9, loss/train=0.242, alignment/train=0.102, uniformity/train=-3.49, contrastive_acc/train=0.984, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 19%|█▉ | 89/469 [00:09<00:40, 9.40it/s, v_num=9, loss/train=0.242, alignment/train=0.102, uniformity/train=-3.49, contrastive_acc/train=0.984, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 19%|█▉ | 89/469 [00:09<00:40, 9.40it/s, v_num=9, loss/train=0.250, alignment/train=0.0888, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 19%|█▉ | 90/469 [00:09<00:40, 9.36it/s, v_num=9, loss/train=0.250, alignment/train=0.0888, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 19%|█▉ | 90/469 [00:09<00:40, 9.36it/s, v_num=9, loss/train=0.253, alignment/train=0.0933, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 19%|█▉ | 91/469 [00:09<00:40, 9.40it/s, v_num=9, loss/train=0.253, alignment/train=0.0933, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 19%|█▉ | 91/469 [00:09<00:40, 9.40it/s, v_num=9, loss/train=0.242, alignment/train=0.0901, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 20%|█▉ | 92/469 [00:09<00:40, 9.41it/s, v_num=9, loss/train=0.242, alignment/train=0.0901, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 20%|█▉ | 92/469 [00:09<00:40, 9.41it/s, v_num=9, loss/train=0.196, alignment/train=0.0829, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 20%|█▉ | 93/469 [00:09<00:39, 9.42it/s, v_num=9, loss/train=0.196, alignment/train=0.0829, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 20%|█▉ | 93/469 [00:09<00:39, 9.42it/s, v_num=9, loss/train=0.290, alignment/train=0.102, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 20%|██ | 94/469 [00:09<00:39, 9.46it/s, v_num=9, loss/train=0.290, alignment/train=0.102, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 20%|██ | 94/469 [00:09<00:39, 9.46it/s, v_num=9, loss/train=0.207, alignment/train=0.102, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 20%|██ | 95/469 [00:10<00:39, 9.46it/s, v_num=9, loss/train=0.207, alignment/train=0.102, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 20%|██ | 95/469 [00:10<00:39, 9.46it/s, v_num=9, loss/train=0.239, alignment/train=0.0845, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 20%|██ | 96/469 [00:10<00:39, 9.49it/s, v_num=9, loss/train=0.239, alignment/train=0.0845, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 20%|██ | 96/469 [00:10<00:39, 9.49it/s, v_num=9, loss/train=0.234, alignment/train=0.0848, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 21%|██ | 97/469 [00:10<00:39, 9.52it/s, v_num=9, loss/train=0.234, alignment/train=0.0848, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 21%|██ | 97/469 [00:10<00:39, 9.52it/s, v_num=9, loss/train=0.226, alignment/train=0.0921, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 21%|██ | 98/469 [00:10<00:39, 9.51it/s, v_num=9, loss/train=0.226, alignment/train=0.0921, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 21%|██ | 98/469 [00:10<00:39, 9.51it/s, v_num=9, loss/train=0.250, alignment/train=0.0852, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 21%|██ | 99/469 [00:10<00:38, 9.53it/s, v_num=9, loss/train=0.250, alignment/train=0.0852, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 21%|██ | 99/469 [00:10<00:38, 9.53it/s, v_num=9, loss/train=0.222, alignment/train=0.0861, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 21%|██▏ | 100/469 [00:10<00:38, 9.56it/s, v_num=9, loss/train=0.222, alignment/train=0.0861, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 21%|██▏ | 100/469 [00:10<00:38, 9.56it/s, v_num=9, loss/train=0.225, alignment/train=0.0848, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 22%|██▏ | 101/469 [00:10<00:38, 9.58it/s, v_num=9, loss/train=0.225, alignment/train=0.0848, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 22%|██▏ | 101/469 [00:10<00:38, 9.58it/s, v_num=9, loss/train=0.267, alignment/train=0.0935, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 22%|██▏ | 102/469 [00:10<00:38, 9.59it/s, v_num=9, loss/train=0.267, alignment/train=0.0935, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 22%|██▏ | 102/469 [00:10<00:38, 9.59it/s, v_num=9, loss/train=0.248, alignment/train=0.095, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 22%|██▏ | 103/469 [00:10<00:38, 9.59it/s, v_num=9, loss/train=0.248, alignment/train=0.095, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 22%|██▏ | 103/469 [00:10<00:38, 9.59it/s, v_num=9, loss/train=0.225, alignment/train=0.0768, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 22%|██▏ | 104/469 [00:10<00:37, 9.62it/s, v_num=9, loss/train=0.225, alignment/train=0.0768, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 22%|██▏ | 104/469 [00:10<00:37, 9.61it/s, v_num=9, loss/train=0.227, alignment/train=0.074, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 22%|██▏ | 105/469 [00:10<00:37, 9.61it/s, v_num=9, loss/train=0.227, alignment/train=0.074, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 22%|██▏ | 105/469 [00:10<00:37, 9.61it/s, v_num=9, loss/train=0.248, alignment/train=0.098, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 23%|██▎ | 106/469 [00:11<00:37, 9.62it/s, v_num=9, loss/train=0.248, alignment/train=0.098, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 23%|██▎ | 106/469 [00:11<00:37, 9.62it/s, v_num=9, loss/train=0.269, alignment/train=0.0874, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 23%|██▎ | 107/469 [00:11<00:37, 9.66it/s, v_num=9, loss/train=0.269, alignment/train=0.0874, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 23%|██▎ | 107/469 [00:11<00:37, 9.66it/s, v_num=9, loss/train=0.277, alignment/train=0.0825, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 23%|██▎ | 108/469 [00:11<00:37, 9.67it/s, v_num=9, loss/train=0.277, alignment/train=0.0825, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 23%|██▎ | 108/469 [00:11<00:37, 9.67it/s, v_num=9, loss/train=0.265, alignment/train=0.0862, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 23%|██▎ | 109/469 [00:11<00:37, 9.68it/s, v_num=9, loss/train=0.265, alignment/train=0.0862, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 23%|██▎ | 109/469 [00:11<00:37, 9.68it/s, v_num=9, loss/train=0.218, alignment/train=0.092, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 23%|██▎ | 110/469 [00:11<00:37, 9.69it/s, v_num=9, loss/train=0.218, alignment/train=0.092, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 23%|██▎ | 110/469 [00:11<00:37, 9.68it/s, v_num=9, loss/train=0.218, alignment/train=0.092, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 24%|██▎ | 111/469 [00:11<00:36, 9.72it/s, v_num=9, loss/train=0.218, alignment/train=0.092, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 24%|██▎ | 111/469 [00:11<00:36, 9.72it/s, v_num=9, loss/train=0.250, alignment/train=0.103, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 24%|██▍ | 112/469 [00:11<00:36, 9.72it/s, v_num=9, loss/train=0.250, alignment/train=0.103, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 24%|██▍ | 112/469 [00:11<00:36, 9.72it/s, v_num=9, loss/train=0.218, alignment/train=0.0834, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 24%|██▍ | 113/469 [00:11<00:36, 9.76it/s, v_num=9, loss/train=0.218, alignment/train=0.0834, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 24%|██▍ | 113/469 [00:11<00:36, 9.76it/s, v_num=9, loss/train=0.227, alignment/train=0.0833, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 24%|██▍ | 114/469 [00:11<00:36, 9.80it/s, v_num=9, loss/train=0.227, alignment/train=0.0833, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 24%|██▍ | 114/469 [00:11<00:36, 9.80it/s, v_num=9, loss/train=0.261, alignment/train=0.0905, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 25%|██▍ | 115/469 [00:11<00:36, 9.79it/s, v_num=9, loss/train=0.261, alignment/train=0.0905, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 25%|██▍ | 115/469 [00:11<00:36, 9.79it/s, v_num=9, loss/train=0.244, alignment/train=0.0842, uniformity/train=-3.50, contrastive_acc/train=0.984, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 25%|██▍ | 116/469 [00:11<00:36, 9.75it/s, v_num=9, loss/train=0.244, alignment/train=0.0842, uniformity/train=-3.50, contrastive_acc/train=0.984, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 25%|██▍ | 116/469 [00:11<00:36, 9.75it/s, v_num=9, loss/train=0.232, alignment/train=0.0851, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 25%|██▍ | 117/469 [00:11<00:36, 9.77it/s, v_num=9, loss/train=0.232, alignment/train=0.0851, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 25%|██▍ | 117/469 [00:11<00:36, 9.77it/s, v_num=9, loss/train=0.227, alignment/train=0.0858, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 25%|██▌ | 118/469 [00:12<00:36, 9.74it/s, v_num=9, loss/train=0.227, alignment/train=0.0858, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 25%|██▌ | 118/469 [00:12<00:36, 9.74it/s, v_num=9, loss/train=0.235, alignment/train=0.0759, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 25%|██▌ | 119/469 [00:12<00:35, 9.77it/s, v_num=9, loss/train=0.235, alignment/train=0.0759, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 25%|██▌ | 119/469 [00:12<00:35, 9.77it/s, v_num=9, loss/train=0.202, alignment/train=0.0914, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 26%|██▌ | 120/469 [00:12<00:35, 9.80it/s, v_num=9, loss/train=0.202, alignment/train=0.0914, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 26%|██▌ | 120/469 [00:12<00:35, 9.80it/s, v_num=9, loss/train=0.226, alignment/train=0.0938, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 26%|██▌ | 121/469 [00:12<00:35, 9.79it/s, v_num=9, loss/train=0.226, alignment/train=0.0938, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 26%|██▌ | 121/469 [00:12<00:35, 9.79it/s, v_num=9, loss/train=0.235, alignment/train=0.0723, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 26%|██▌ | 122/469 [00:12<00:35, 9.81it/s, v_num=9, loss/train=0.235, alignment/train=0.0723, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 26%|██▌ | 122/469 [00:12<00:35, 9.81it/s, v_num=9, loss/train=0.301, alignment/train=0.095, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 26%|██▌ | 123/469 [00:12<00:35, 9.84it/s, v_num=9, loss/train=0.301, alignment/train=0.095, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 26%|██▌ | 123/469 [00:12<00:35, 9.84it/s, v_num=9, loss/train=0.260, alignment/train=0.0973, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 26%|██▋ | 124/469 [00:12<00:34, 9.88it/s, v_num=9, loss/train=0.260, alignment/train=0.0973, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 26%|██▋ | 124/469 [00:12<00:34, 9.87it/s, v_num=9, loss/train=0.278, alignment/train=0.094, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 27%|██▋ | 125/469 [00:12<00:34, 9.87it/s, v_num=9, loss/train=0.278, alignment/train=0.094, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 27%|██▋ | 125/469 [00:12<00:34, 9.87it/s, v_num=9, loss/train=0.217, alignment/train=0.101, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 27%|██▋ | 126/469 [00:12<00:34, 9.86it/s, v_num=9, loss/train=0.217, alignment/train=0.101, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 27%|██▋ | 126/469 [00:12<00:34, 9.86it/s, v_num=9, loss/train=0.276, alignment/train=0.100, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 27%|██▋ | 127/469 [00:12<00:34, 9.85it/s, v_num=9, loss/train=0.276, alignment/train=0.100, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 27%|██▋ | 127/469 [00:12<00:34, 9.84it/s, v_num=9, loss/train=0.236, alignment/train=0.0879, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 27%|██▋ | 128/469 [00:12<00:34, 9.86it/s, v_num=9, loss/train=0.236, alignment/train=0.0879, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 27%|██▋ | 128/469 [00:12<00:34, 9.86it/s, v_num=9, loss/train=0.275, alignment/train=0.0928, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 28%|██▊ | 129/469 [00:13<00:34, 9.86it/s, v_num=9, loss/train=0.275, alignment/train=0.0928, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 28%|██▊ | 129/469 [00:13<00:34, 9.86it/s, v_num=9, loss/train=0.217, alignment/train=0.0901, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 28%|██▊ | 130/469 [00:13<00:34, 9.86it/s, v_num=9, loss/train=0.217, alignment/train=0.0901, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 28%|██▊ | 130/469 [00:13<00:34, 9.86it/s, v_num=9, loss/train=0.255, alignment/train=0.104, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 28%|██▊ | 131/469 [00:13<00:34, 9.90it/s, v_num=9, loss/train=0.255, alignment/train=0.104, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 28%|██▊ | 131/469 [00:13<00:34, 9.90it/s, v_num=9, loss/train=0.220, alignment/train=0.0978, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 28%|██▊ | 132/469 [00:13<00:34, 9.90it/s, v_num=9, loss/train=0.220, alignment/train=0.0978, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 28%|██▊ | 132/469 [00:13<00:34, 9.90it/s, v_num=9, loss/train=0.193, alignment/train=0.0853, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 28%|██▊ | 133/469 [00:13<00:34, 9.86it/s, v_num=9, loss/train=0.193, alignment/train=0.0853, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 28%|██▊ | 133/469 [00:13<00:34, 9.85it/s, v_num=9, loss/train=0.198, alignment/train=0.0783, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 29%|██▊ | 134/469 [00:13<00:33, 9.89it/s, v_num=9, loss/train=0.198, alignment/train=0.0783, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 29%|██▊ | 134/469 [00:13<00:33, 9.89it/s, v_num=9, loss/train=0.205, alignment/train=0.0904, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 29%|██▉ | 135/469 [00:13<00:33, 9.91it/s, v_num=9, loss/train=0.205, alignment/train=0.0904, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 29%|██▉ | 135/469 [00:13<00:33, 9.90it/s, v_num=9, loss/train=0.222, alignment/train=0.0976, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 29%|██▉ | 136/469 [00:13<00:33, 9.94it/s, v_num=9, loss/train=0.222, alignment/train=0.0976, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 29%|██▉ | 136/469 [00:13<00:33, 9.93it/s, v_num=9, loss/train=0.222, alignment/train=0.0957, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 29%|██▉ | 137/469 [00:13<00:33, 9.97it/s, v_num=9, loss/train=0.222, alignment/train=0.0957, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 29%|██▉ | 137/469 [00:13<00:33, 9.96it/s, v_num=9, loss/train=0.221, alignment/train=0.0809, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 29%|██▉ | 138/469 [00:13<00:33, 9.98it/s, v_num=9, loss/train=0.221, alignment/train=0.0809, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 29%|██▉ | 138/469 [00:13<00:33, 9.98it/s, v_num=9, loss/train=0.197, alignment/train=0.0927, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 30%|██▉ | 139/469 [00:13<00:32, 10.01it/s, v_num=9, loss/train=0.197, alignment/train=0.0927, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 30%|██▉ | 139/469 [00:13<00:32, 10.01it/s, v_num=9, loss/train=0.266, alignment/train=0.0918, uniformity/train=-3.48, contrastive_acc/train=0.984, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 30%|██▉ | 140/469 [00:14<00:33, 9.94it/s, v_num=9, loss/train=0.266, alignment/train=0.0918, uniformity/train=-3.48, contrastive_acc/train=0.984, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 30%|██▉ | 140/469 [00:14<00:33, 9.94it/s, v_num=9, loss/train=0.224, alignment/train=0.0918, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 30%|███ | 141/469 [00:14<00:33, 9.92it/s, v_num=9, loss/train=0.224, alignment/train=0.0918, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 30%|███ | 141/469 [00:14<00:33, 9.92it/s, v_num=9, loss/train=0.204, alignment/train=0.0843, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 30%|███ | 142/469 [00:14<00:32, 9.95it/s, v_num=9, loss/train=0.204, alignment/train=0.0843, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 30%|███ | 142/469 [00:14<00:32, 9.95it/s, v_num=9, loss/train=0.238, alignment/train=0.0872, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 30%|███ | 143/469 [00:14<00:32, 9.97it/s, v_num=9, loss/train=0.238, alignment/train=0.0872, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 30%|███ | 143/469 [00:14<00:32, 9.97it/s, v_num=9, loss/train=0.219, alignment/train=0.0705, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 31%|███ | 144/469 [00:14<00:32, 10.00it/s, v_num=9, loss/train=0.219, alignment/train=0.0705, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 31%|███ | 144/469 [00:14<00:32, 10.00it/s, v_num=9, loss/train=0.230, alignment/train=0.0921, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 31%|███ | 145/469 [00:14<00:32, 10.00it/s, v_num=9, loss/train=0.230, alignment/train=0.0921, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 31%|███ | 145/469 [00:14<00:32, 10.00it/s, v_num=9, loss/train=0.224, alignment/train=0.0803, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 31%|███ | 146/469 [00:14<00:32, 10.00it/s, v_num=9, loss/train=0.224, alignment/train=0.0803, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 31%|███ | 146/469 [00:14<00:32, 10.00it/s, v_num=9, loss/train=0.234, alignment/train=0.0936, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 31%|███▏ | 147/469 [00:14<00:32, 10.02it/s, v_num=9, loss/train=0.234, alignment/train=0.0936, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 31%|███▏ | 147/469 [00:14<00:32, 10.02it/s, v_num=9, loss/train=0.259, alignment/train=0.0826, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 32%|███▏ | 148/469 [00:14<00:32, 10.02it/s, v_num=9, loss/train=0.259, alignment/train=0.0826, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 32%|███▏ | 148/469 [00:14<00:32, 10.01it/s, v_num=9, loss/train=0.223, alignment/train=0.0777, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 32%|███▏ | 149/469 [00:14<00:32, 9.99it/s, v_num=9, loss/train=0.223, alignment/train=0.0777, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 32%|███▏ | 149/469 [00:14<00:32, 9.99it/s, v_num=9, loss/train=0.227, alignment/train=0.0773, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 32%|███▏ | 150/469 [00:14<00:31, 10.02it/s, v_num=9, loss/train=0.227, alignment/train=0.0773, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 32%|███▏ | 150/469 [00:14<00:31, 10.02it/s, v_num=9, loss/train=0.235, alignment/train=0.0841, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 32%|███▏ | 151/469 [00:15<00:31, 10.01it/s, v_num=9, loss/train=0.235, alignment/train=0.0841, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 32%|███▏ | 151/469 [00:15<00:31, 10.01it/s, v_num=9, loss/train=0.268, alignment/train=0.084, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 32%|███▏ | 152/469 [00:15<00:31, 10.03it/s, v_num=9, loss/train=0.268, alignment/train=0.084, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 32%|███▏ | 152/469 [00:15<00:31, 10.03it/s, v_num=9, loss/train=0.266, alignment/train=0.0983, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 33%|███▎ | 153/469 [00:15<00:31, 10.03it/s, v_num=9, loss/train=0.266, alignment/train=0.0983, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 33%|███▎ | 153/469 [00:15<00:31, 10.03it/s, v_num=9, loss/train=0.246, alignment/train=0.0998, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 33%|███▎ | 154/469 [00:15<00:31, 10.06it/s, v_num=9, loss/train=0.246, alignment/train=0.0998, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 33%|███▎ | 154/469 [00:15<00:31, 10.06it/s, v_num=9, loss/train=0.231, alignment/train=0.0925, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 33%|███▎ | 155/469 [00:15<00:31, 10.05it/s, v_num=9, loss/train=0.231, alignment/train=0.0925, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 33%|███▎ | 155/469 [00:15<00:31, 10.05it/s, v_num=9, loss/train=0.252, alignment/train=0.0808, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 33%|███▎ | 156/469 [00:15<00:31, 10.06it/s, v_num=9, loss/train=0.252, alignment/train=0.0808, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 33%|███▎ | 156/469 [00:15<00:31, 10.06it/s, v_num=9, loss/train=0.205, alignment/train=0.0932, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 33%|███▎ | 157/469 [00:15<00:30, 10.09it/s, v_num=9, loss/train=0.205, alignment/train=0.0932, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 33%|███▎ | 157/469 [00:15<00:30, 10.09it/s, v_num=9, loss/train=0.238, alignment/train=0.0865, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 34%|███▎ | 158/469 [00:15<00:30, 10.10it/s, v_num=9, loss/train=0.238, alignment/train=0.0865, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 34%|███▎ | 158/469 [00:15<00:30, 10.10it/s, v_num=9, loss/train=0.225, alignment/train=0.090, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 34%|███▍ | 159/469 [00:15<00:30, 10.09it/s, v_num=9, loss/train=0.225, alignment/train=0.090, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 34%|███▍ | 159/469 [00:15<00:30, 10.09it/s, v_num=9, loss/train=0.220, alignment/train=0.0877, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 34%|███▍ | 160/469 [00:15<00:30, 10.09it/s, v_num=9, loss/train=0.220, alignment/train=0.0877, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 34%|███▍ | 160/469 [00:15<00:30, 10.09it/s, v_num=9, loss/train=0.254, alignment/train=0.0839, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 34%|███▍ | 161/469 [00:15<00:30, 10.12it/s, v_num=9, loss/train=0.254, alignment/train=0.0839, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 34%|███▍ | 161/469 [00:15<00:30, 10.12it/s, v_num=9, loss/train=0.185, alignment/train=0.0728, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 35%|███▍ | 162/469 [00:15<00:30, 10.13it/s, v_num=9, loss/train=0.185, alignment/train=0.0728, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 35%|███▍ | 162/469 [00:16<00:30, 10.12it/s, v_num=9, loss/train=0.239, alignment/train=0.0807, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 35%|███▍ | 163/469 [00:16<00:30, 10.12it/s, v_num=9, loss/train=0.239, alignment/train=0.0807, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 35%|███▍ | 163/469 [00:16<00:30, 10.11it/s, v_num=9, loss/train=0.238, alignment/train=0.0912, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 35%|███▍ | 164/469 [00:16<00:30, 10.12it/s, v_num=9, loss/train=0.238, alignment/train=0.0912, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 35%|███▍ | 164/469 [00:16<00:30, 10.12it/s, v_num=9, loss/train=0.253, alignment/train=0.0876, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 35%|███▌ | 165/469 [00:16<00:30, 10.12it/s, v_num=9, loss/train=0.253, alignment/train=0.0876, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 35%|███▌ | 165/469 [00:16<00:30, 10.12it/s, v_num=9, loss/train=0.220, alignment/train=0.0895, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 35%|███▌ | 166/469 [00:16<00:29, 10.12it/s, v_num=9, loss/train=0.220, alignment/train=0.0895, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 35%|███▌ | 166/469 [00:16<00:29, 10.12it/s, v_num=9, loss/train=0.255, alignment/train=0.0887, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 36%|███▌ | 167/469 [00:16<00:29, 10.13it/s, v_num=9, loss/train=0.255, alignment/train=0.0887, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 36%|███▌ | 167/469 [00:16<00:29, 10.13it/s, v_num=9, loss/train=0.240, alignment/train=0.0988, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 36%|███▌ | 168/469 [00:16<00:29, 10.15it/s, v_num=9, loss/train=0.240, alignment/train=0.0988, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 36%|███▌ | 168/469 [00:16<00:29, 10.15it/s, v_num=9, loss/train=0.204, alignment/train=0.0993, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 36%|███▌ | 169/469 [00:16<00:29, 10.15it/s, v_num=9, loss/train=0.204, alignment/train=0.0993, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 36%|███▌ | 169/469 [00:16<00:29, 10.15it/s, v_num=9, loss/train=0.220, alignment/train=0.0946, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 36%|███▌ | 170/469 [00:16<00:29, 10.15it/s, v_num=9, loss/train=0.220, alignment/train=0.0946, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 36%|███▌ | 170/469 [00:16<00:29, 10.14it/s, v_num=9, loss/train=0.222, alignment/train=0.0915, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 36%|███▋ | 171/469 [00:16<00:29, 10.14it/s, v_num=9, loss/train=0.222, alignment/train=0.0915, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 36%|███▋ | 171/469 [00:16<00:29, 10.14it/s, v_num=9, loss/train=0.244, alignment/train=0.0821, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 37%|███▋ | 172/469 [00:16<00:29, 10.16it/s, v_num=9, loss/train=0.244, alignment/train=0.0821, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 37%|███▋ | 172/469 [00:16<00:29, 10.16it/s, v_num=9, loss/train=0.263, alignment/train=0.0812, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 37%|███▋ | 173/469 [00:17<00:29, 10.15it/s, v_num=9, loss/train=0.263, alignment/train=0.0812, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 37%|███▋ | 173/469 [00:17<00:29, 10.15it/s, v_num=9, loss/train=0.245, alignment/train=0.102, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 37%|███▋ | 174/469 [00:17<00:29, 10.17it/s, v_num=9, loss/train=0.245, alignment/train=0.102, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 37%|███▋ | 174/469 [00:17<00:29, 10.17it/s, v_num=9, loss/train=0.228, alignment/train=0.0862, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 37%|███▋ | 175/469 [00:17<00:28, 10.17it/s, v_num=9, loss/train=0.228, alignment/train=0.0862, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 37%|███▋ | 175/469 [00:17<00:28, 10.17it/s, v_num=9, loss/train=0.215, alignment/train=0.0828, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 38%|███▊ | 176/469 [00:17<00:28, 10.20it/s, v_num=9, loss/train=0.215, alignment/train=0.0828, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 38%|███▊ | 176/469 [00:17<00:28, 10.20it/s, v_num=9, loss/train=0.200, alignment/train=0.069, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 38%|███▊ | 177/469 [00:17<00:28, 10.22it/s, v_num=9, loss/train=0.200, alignment/train=0.069, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 38%|███▊ | 177/469 [00:17<00:28, 10.22it/s, v_num=9, loss/train=0.205, alignment/train=0.0785, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 38%|███▊ | 178/469 [00:17<00:28, 10.24it/s, v_num=9, loss/train=0.205, alignment/train=0.0785, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 38%|███▊ | 178/469 [00:17<00:28, 10.24it/s, v_num=9, loss/train=0.225, alignment/train=0.093, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 38%|███▊ | 179/469 [00:17<00:28, 10.25it/s, v_num=9, loss/train=0.225, alignment/train=0.093, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 38%|███▊ | 179/469 [00:17<00:28, 10.25it/s, v_num=9, loss/train=0.242, alignment/train=0.0866, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 38%|███▊ | 180/469 [00:17<00:28, 10.19it/s, v_num=9, loss/train=0.242, alignment/train=0.0866, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 38%|███▊ | 180/469 [00:17<00:28, 10.19it/s, v_num=9, loss/train=0.264, alignment/train=0.0921, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 39%|███▊ | 181/469 [00:17<00:28, 10.19it/s, v_num=9, loss/train=0.264, alignment/train=0.0921, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 39%|███▊ | 181/469 [00:17<00:28, 10.19it/s, v_num=9, loss/train=0.226, alignment/train=0.0935, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 39%|███▉ | 182/469 [00:17<00:28, 10.21it/s, v_num=9, loss/train=0.226, alignment/train=0.0935, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 39%|███▉ | 182/469 [00:17<00:28, 10.21it/s, v_num=9, loss/train=0.199, alignment/train=0.0759, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 39%|███▉ | 183/469 [00:17<00:28, 10.21it/s, v_num=9, loss/train=0.199, alignment/train=0.0759, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 39%|███▉ | 183/469 [00:17<00:28, 10.21it/s, v_num=9, loss/train=0.239, alignment/train=0.0892, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 39%|███▉ | 184/469 [00:18<00:27, 10.21it/s, v_num=9, loss/train=0.239, alignment/train=0.0892, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 39%|███▉ | 184/469 [00:18<00:27, 10.21it/s, v_num=9, loss/train=0.206, alignment/train=0.0749, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 39%|███▉ | 185/469 [00:18<00:27, 10.23it/s, v_num=9, loss/train=0.206, alignment/train=0.0749, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 39%|███▉ | 185/469 [00:18<00:27, 10.23it/s, v_num=9, loss/train=0.217, alignment/train=0.0923, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 40%|███▉ | 186/469 [00:18<00:27, 10.24it/s, v_num=9, loss/train=0.217, alignment/train=0.0923, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 40%|███▉ | 186/469 [00:18<00:27, 10.24it/s, v_num=9, loss/train=0.262, alignment/train=0.0935, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 40%|███▉ | 187/469 [00:18<00:27, 10.24it/s, v_num=9, loss/train=0.262, alignment/train=0.0935, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 40%|███▉ | 187/469 [00:18<00:27, 10.24it/s, v_num=9, loss/train=0.228, alignment/train=0.0827, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 40%|████ | 188/469 [00:18<00:27, 10.24it/s, v_num=9, loss/train=0.228, alignment/train=0.0827, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 40%|████ | 188/469 [00:18<00:27, 10.24it/s, v_num=9, loss/train=0.214, alignment/train=0.084, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 40%|████ | 189/469 [00:18<00:27, 10.26it/s, v_num=9, loss/train=0.214, alignment/train=0.084, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 40%|████ | 189/469 [00:18<00:27, 10.26it/s, v_num=9, loss/train=0.248, alignment/train=0.0837, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 41%|████ | 190/469 [00:18<00:27, 10.28it/s, v_num=9, loss/train=0.248, alignment/train=0.0837, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 41%|████ | 190/469 [00:18<00:27, 10.28it/s, v_num=9, loss/train=0.235, alignment/train=0.0868, uniformity/train=-3.53, contrastive_acc/train=0.988, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 41%|████ | 191/469 [00:18<00:27, 10.28it/s, v_num=9, loss/train=0.235, alignment/train=0.0868, uniformity/train=-3.53, contrastive_acc/train=0.988, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 41%|████ | 191/469 [00:18<00:27, 10.28it/s, v_num=9, loss/train=0.234, alignment/train=0.0996, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 41%|████ | 192/469 [00:18<00:27, 10.24it/s, v_num=9, loss/train=0.234, alignment/train=0.0996, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 41%|████ | 192/469 [00:18<00:27, 10.24it/s, v_num=9, loss/train=0.283, alignment/train=0.0854, uniformity/train=-3.46, contrastive_acc/train=0.984, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 41%|████ | 193/469 [00:18<00:26, 10.26it/s, v_num=9, loss/train=0.283, alignment/train=0.0854, uniformity/train=-3.46, contrastive_acc/train=0.984, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 41%|████ | 193/469 [00:18<00:26, 10.26it/s, v_num=9, loss/train=0.206, alignment/train=0.0827, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 41%|████▏ | 194/469 [00:18<00:26, 10.26it/s, v_num=9, loss/train=0.206, alignment/train=0.0827, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 41%|████▏ | 194/469 [00:18<00:26, 10.26it/s, v_num=9, loss/train=0.215, alignment/train=0.0852, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 42%|████▏ | 195/469 [00:19<00:26, 10.26it/s, v_num=9, loss/train=0.215, alignment/train=0.0852, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 42%|████▏ | 195/469 [00:19<00:26, 10.26it/s, v_num=9, loss/train=0.264, alignment/train=0.0877, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 42%|████▏ | 196/469 [00:19<00:26, 10.26it/s, v_num=9, loss/train=0.264, alignment/train=0.0877, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 42%|████▏ | 196/469 [00:19<00:26, 10.26it/s, v_num=9, loss/train=0.215, alignment/train=0.0837, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 42%|████▏ | 197/469 [00:19<00:26, 10.28it/s, v_num=9, loss/train=0.215, alignment/train=0.0837, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 42%|████▏ | 197/469 [00:19<00:26, 10.28it/s, v_num=9, loss/train=0.216, alignment/train=0.0891, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 42%|████▏ | 198/469 [00:19<00:26, 10.30it/s, v_num=9, loss/train=0.216, alignment/train=0.0891, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 42%|████▏ | 198/469 [00:19<00:26, 10.30it/s, v_num=9, loss/train=0.265, alignment/train=0.0829, uniformity/train=-3.48, contrastive_acc/train=0.984, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 42%|████▏ | 199/469 [00:19<00:26, 10.29it/s, v_num=9, loss/train=0.265, alignment/train=0.0829, uniformity/train=-3.48, contrastive_acc/train=0.984, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 42%|████▏ | 199/469 [00:19<00:26, 10.29it/s, v_num=9, loss/train=0.270, alignment/train=0.0892, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 43%|████▎ | 200/469 [00:19<00:26, 10.28it/s, v_num=9, loss/train=0.270, alignment/train=0.0892, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 43%|████▎ | 200/469 [00:19<00:26, 10.28it/s, v_num=9, loss/train=0.250, alignment/train=0.0876, uniformity/train=-3.49, contrastive_acc/train=0.988, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 43%|████▎ | 201/469 [00:19<00:26, 10.29it/s, v_num=9, loss/train=0.250, alignment/train=0.0876, uniformity/train=-3.49, contrastive_acc/train=0.988, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 43%|████▎ | 201/469 [00:19<00:26, 10.29it/s, v_num=9, loss/train=0.232, alignment/train=0.0799, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 43%|████▎ | 202/469 [00:19<00:25, 10.31it/s, v_num=9, loss/train=0.232, alignment/train=0.0799, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 43%|████▎ | 202/469 [00:19<00:25, 10.31it/s, v_num=9, loss/train=0.227, alignment/train=0.0898, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 43%|████▎ | 203/469 [00:19<00:25, 10.33it/s, v_num=9, loss/train=0.227, alignment/train=0.0898, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 43%|████▎ | 203/469 [00:19<00:25, 10.33it/s, v_num=9, loss/train=0.230, alignment/train=0.087, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 43%|████▎ | 204/469 [00:19<00:25, 10.33it/s, v_num=9, loss/train=0.230, alignment/train=0.087, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 43%|████▎ | 204/469 [00:19<00:25, 10.33it/s, v_num=9, loss/train=0.275, alignment/train=0.0924, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 44%|████▎ | 205/469 [00:19<00:25, 10.35it/s, v_num=9, loss/train=0.275, alignment/train=0.0924, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 44%|████▎ | 205/469 [00:19<00:25, 10.35it/s, v_num=9, loss/train=0.187, alignment/train=0.0829, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 44%|████▍ | 206/469 [00:19<00:25, 10.35it/s, v_num=9, loss/train=0.187, alignment/train=0.0829, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 44%|████▍ | 206/469 [00:19<00:25, 10.35it/s, v_num=9, loss/train=0.216, alignment/train=0.0957, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 44%|████▍ | 207/469 [00:20<00:25, 10.27it/s, v_num=9, loss/train=0.216, alignment/train=0.0957, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 44%|████▍ | 207/469 [00:20<00:25, 10.27it/s, v_num=9, loss/train=0.181, alignment/train=0.0994, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 44%|████▍ | 208/469 [00:20<00:25, 10.29it/s, v_num=9, loss/train=0.181, alignment/train=0.0994, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 44%|████▍ | 208/469 [00:20<00:25, 10.29it/s, v_num=9, loss/train=0.233, alignment/train=0.0914, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 45%|████▍ | 209/469 [00:20<00:25, 10.30it/s, v_num=9, loss/train=0.233, alignment/train=0.0914, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 45%|████▍ | 209/469 [00:20<00:25, 10.30it/s, v_num=9, loss/train=0.240, alignment/train=0.0863, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 45%|████▍ | 210/469 [00:20<00:25, 10.30it/s, v_num=9, loss/train=0.240, alignment/train=0.0863, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 45%|████▍ | 210/469 [00:20<00:25, 10.30it/s, v_num=9, loss/train=0.250, alignment/train=0.0845, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 45%|████▍ | 211/469 [00:20<00:25, 10.31it/s, v_num=9, loss/train=0.250, alignment/train=0.0845, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 45%|████▍ | 211/469 [00:20<00:25, 10.31it/s, v_num=9, loss/train=0.207, alignment/train=0.0752, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 45%|████▌ | 212/469 [00:20<00:24, 10.33it/s, v_num=9, loss/train=0.207, alignment/train=0.0752, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 45%|████▌ | 212/469 [00:20<00:24, 10.33it/s, v_num=9, loss/train=0.275, alignment/train=0.0841, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 45%|████▌ | 213/469 [00:20<00:24, 10.35it/s, v_num=9, loss/train=0.275, alignment/train=0.0841, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 45%|████▌ | 213/469 [00:20<00:24, 10.35it/s, v_num=9, loss/train=0.215, alignment/train=0.092, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 46%|████▌ | 214/469 [00:20<00:24, 10.34it/s, v_num=9, loss/train=0.215, alignment/train=0.092, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 46%|████▌ | 214/469 [00:20<00:24, 10.34it/s, v_num=9, loss/train=0.234, alignment/train=0.0918, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 46%|████▌ | 215/469 [00:20<00:24, 10.35it/s, v_num=9, loss/train=0.234, alignment/train=0.0918, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 46%|████▌ | 215/469 [00:20<00:24, 10.35it/s, v_num=9, loss/train=0.250, alignment/train=0.0894, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 46%|████▌ | 216/469 [00:20<00:24, 10.36it/s, v_num=9, loss/train=0.250, alignment/train=0.0894, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 46%|████▌ | 216/469 [00:20<00:24, 10.36it/s, v_num=9, loss/train=0.221, alignment/train=0.0836, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 46%|████▋ | 217/469 [00:20<00:24, 10.36it/s, v_num=9, loss/train=0.221, alignment/train=0.0836, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 46%|████▋ | 217/469 [00:20<00:24, 10.36it/s, v_num=9, loss/train=0.225, alignment/train=0.0846, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 46%|████▋ | 218/469 [00:21<00:24, 10.35it/s, v_num=9, loss/train=0.225, alignment/train=0.0846, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 46%|████▋ | 218/469 [00:21<00:24, 10.35it/s, v_num=9, loss/train=0.211, alignment/train=0.0811, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 47%|████▋ | 219/469 [00:21<00:24, 10.35it/s, v_num=9, loss/train=0.211, alignment/train=0.0811, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 47%|████▋ | 219/469 [00:21<00:24, 10.35it/s, v_num=9, loss/train=0.230, alignment/train=0.0832, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 47%|████▋ | 220/469 [00:21<00:24, 10.35it/s, v_num=9, loss/train=0.230, alignment/train=0.0832, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 47%|████▋ | 220/469 [00:21<00:24, 10.35it/s, v_num=9, loss/train=0.270, alignment/train=0.0827, uniformity/train=-3.48, contrastive_acc/train=0.984, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 47%|████▋ | 221/469 [00:21<00:24, 10.32it/s, v_num=9, loss/train=0.270, alignment/train=0.0827, uniformity/train=-3.48, contrastive_acc/train=0.984, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 47%|████▋ | 221/469 [00:21<00:24, 10.31it/s, v_num=9, loss/train=0.244, alignment/train=0.0947, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 47%|████▋ | 222/469 [00:21<00:23, 10.33it/s, v_num=9, loss/train=0.244, alignment/train=0.0947, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 47%|████▋ | 222/469 [00:21<00:23, 10.33it/s, v_num=9, loss/train=0.246, alignment/train=0.099, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 48%|████▊ | 223/469 [00:21<00:23, 10.35it/s, v_num=9, loss/train=0.246, alignment/train=0.099, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 48%|████▊ | 223/469 [00:21<00:23, 10.35it/s, v_num=9, loss/train=0.221, alignment/train=0.0928, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 48%|████▊ | 224/469 [00:21<00:23, 10.37it/s, v_num=9, loss/train=0.221, alignment/train=0.0928, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 48%|████▊ | 224/469 [00:21<00:23, 10.37it/s, v_num=9, loss/train=0.230, alignment/train=0.0839, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 48%|████▊ | 225/469 [00:21<00:23, 10.38it/s, v_num=9, loss/train=0.230, alignment/train=0.0839, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 48%|████▊ | 225/469 [00:21<00:23, 10.38it/s, v_num=9, loss/train=0.210, alignment/train=0.0829, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 48%|████▊ | 226/469 [00:21<00:23, 10.38it/s, v_num=9, loss/train=0.210, alignment/train=0.0829, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 48%|████▊ | 226/469 [00:21<00:23, 10.38it/s, v_num=9, loss/train=0.287, alignment/train=0.088, uniformity/train=-3.47, contrastive_acc/train=0.984, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 48%|████▊ | 227/469 [00:21<00:23, 10.36it/s, v_num=9, loss/train=0.287, alignment/train=0.088, uniformity/train=-3.47, contrastive_acc/train=0.984, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 48%|████▊ | 227/469 [00:21<00:23, 10.36it/s, v_num=9, loss/train=0.227, alignment/train=0.0814, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 49%|████▊ | 228/469 [00:21<00:23, 10.38it/s, v_num=9, loss/train=0.227, alignment/train=0.0814, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 49%|████▊ | 228/469 [00:21<00:23, 10.38it/s, v_num=9, loss/train=0.248, alignment/train=0.0921, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 49%|████▉ | 229/469 [00:22<00:23, 10.38it/s, v_num=9, loss/train=0.248, alignment/train=0.0921, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 49%|████▉ | 229/469 [00:22<00:23, 10.37it/s, v_num=9, loss/train=0.224, alignment/train=0.0856, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 49%|████▉ | 230/469 [00:22<00:23, 10.37it/s, v_num=9, loss/train=0.224, alignment/train=0.0856, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 49%|████▉ | 230/469 [00:22<00:23, 10.37it/s, v_num=9, loss/train=0.207, alignment/train=0.0897, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 49%|████▉ | 231/469 [00:22<00:22, 10.39it/s, v_num=9, loss/train=0.207, alignment/train=0.0897, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 49%|████▉ | 231/469 [00:22<00:22, 10.39it/s, v_num=9, loss/train=0.283, alignment/train=0.0923, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 49%|████▉ | 232/469 [00:22<00:22, 10.38it/s, v_num=9, loss/train=0.283, alignment/train=0.0923, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 49%|████▉ | 232/469 [00:22<00:22, 10.38it/s, v_num=9, loss/train=0.248, alignment/train=0.0838, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 50%|████▉ | 233/469 [00:22<00:22, 10.36it/s, v_num=9, loss/train=0.248, alignment/train=0.0838, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 50%|████▉ | 233/469 [00:22<00:22, 10.36it/s, v_num=9, loss/train=0.257, alignment/train=0.0777, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 50%|████▉ | 234/469 [00:22<00:22, 10.37it/s, v_num=9, loss/train=0.257, alignment/train=0.0777, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 50%|████▉ | 234/469 [00:22<00:22, 10.37it/s, v_num=9, loss/train=0.273, alignment/train=0.090, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 50%|█████ | 235/469 [00:22<00:22, 10.37it/s, v_num=9, loss/train=0.273, alignment/train=0.090, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 50%|█████ | 235/469 [00:22<00:22, 10.37it/s, v_num=9, loss/train=0.225, alignment/train=0.0793, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 50%|█████ | 236/469 [00:22<00:22, 10.38it/s, v_num=9, loss/train=0.225, alignment/train=0.0793, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 50%|█████ | 236/469 [00:22<00:22, 10.38it/s, v_num=9, loss/train=0.222, alignment/train=0.0804, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 51%|█████ | 237/469 [00:22<00:22, 10.39it/s, v_num=9, loss/train=0.222, alignment/train=0.0804, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 51%|█████ | 237/469 [00:22<00:22, 10.39it/s, v_num=9, loss/train=0.211, alignment/train=0.0771, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 51%|█████ | 238/469 [00:22<00:22, 10.39it/s, v_num=9, loss/train=0.211, alignment/train=0.0771, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 51%|█████ | 238/469 [00:22<00:22, 10.39it/s, v_num=9, loss/train=0.260, alignment/train=0.0856, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 51%|█████ | 239/469 [00:22<00:22, 10.39it/s, v_num=9, loss/train=0.260, alignment/train=0.0856, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 51%|█████ | 239/469 [00:22<00:22, 10.39it/s, v_num=9, loss/train=0.283, alignment/train=0.0921, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 51%|█████ | 240/469 [00:23<00:22, 10.40it/s, v_num=9, loss/train=0.283, alignment/train=0.0921, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 51%|█████ | 240/469 [00:23<00:22, 10.40it/s, v_num=9, loss/train=0.264, alignment/train=0.098, uniformity/train=-3.51, contrastive_acc/train=0.988, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 51%|█████▏ | 241/469 [00:23<00:21, 10.41it/s, v_num=9, loss/train=0.264, alignment/train=0.098, uniformity/train=-3.51, contrastive_acc/train=0.988, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 51%|█████▏ | 241/469 [00:23<00:21, 10.41it/s, v_num=9, loss/train=0.241, alignment/train=0.0936, uniformity/train=-3.51, contrastive_acc/train=0.980, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 52%|█████▏ | 242/469 [00:23<00:21, 10.43it/s, v_num=9, loss/train=0.241, alignment/train=0.0936, uniformity/train=-3.51, contrastive_acc/train=0.980, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 52%|█████▏ | 242/469 [00:23<00:21, 10.43it/s, v_num=9, loss/train=0.241, alignment/train=0.0949, uniformity/train=-3.51, contrastive_acc/train=0.988, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 52%|█████▏ | 243/469 [00:23<00:21, 10.43it/s, v_num=9, loss/train=0.241, alignment/train=0.0949, uniformity/train=-3.51, contrastive_acc/train=0.988, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 52%|█████▏ | 243/469 [00:23<00:21, 10.43it/s, v_num=9, loss/train=0.240, alignment/train=0.0829, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 52%|█████▏ | 244/469 [00:23<00:21, 10.43it/s, v_num=9, loss/train=0.240, alignment/train=0.0829, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 52%|█████▏ | 244/469 [00:23<00:21, 10.43it/s, v_num=9, loss/train=0.248, alignment/train=0.0871, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 52%|█████▏ | 245/469 [00:23<00:21, 10.43it/s, v_num=9, loss/train=0.248, alignment/train=0.0871, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 52%|█████▏ | 245/469 [00:23<00:21, 10.43it/s, v_num=9, loss/train=0.258, alignment/train=0.089, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 52%|█████▏ | 246/469 [00:23<00:21, 10.42it/s, v_num=9, loss/train=0.258, alignment/train=0.089, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 52%|█████▏ | 246/469 [00:23<00:21, 10.42it/s, v_num=9, loss/train=0.221, alignment/train=0.0828, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 53%|█████▎ | 247/469 [00:23<00:21, 10.43it/s, v_num=9, loss/train=0.221, alignment/train=0.0828, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 53%|█████▎ | 247/469 [00:23<00:21, 10.43it/s, v_num=9, loss/train=0.223, alignment/train=0.0768, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 53%|█████▎ | 248/469 [00:23<00:21, 10.42it/s, v_num=9, loss/train=0.223, alignment/train=0.0768, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 53%|█████▎ | 248/469 [00:23<00:21, 10.42it/s, v_num=9, loss/train=0.254, alignment/train=0.0896, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 53%|█████▎ | 249/469 [00:23<00:21, 10.42it/s, v_num=9, loss/train=0.254, alignment/train=0.0896, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 53%|█████▎ | 249/469 [00:23<00:21, 10.42it/s, v_num=9, loss/train=0.268, alignment/train=0.0902, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 53%|█████▎ | 250/469 [00:23<00:20, 10.44it/s, v_num=9, loss/train=0.268, alignment/train=0.0902, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 53%|█████▎ | 250/469 [00:23<00:20, 10.44it/s, v_num=9, loss/train=0.224, alignment/train=0.0811, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 54%|█████▎ | 251/469 [00:23<00:20, 10.46it/s, v_num=9, loss/train=0.224, alignment/train=0.0811, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 54%|█████▎ | 251/469 [00:23<00:20, 10.46it/s, v_num=9, loss/train=0.223, alignment/train=0.0782, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 54%|█████▎ | 252/469 [00:24<00:20, 10.46it/s, v_num=9, loss/train=0.223, alignment/train=0.0782, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 54%|█████▎ | 252/469 [00:24<00:20, 10.46it/s, v_num=9, loss/train=0.256, alignment/train=0.0882, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 54%|█████▍ | 253/469 [00:24<00:20, 10.42it/s, v_num=9, loss/train=0.256, alignment/train=0.0882, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 54%|█████▍ | 253/469 [00:24<00:20, 10.42it/s, v_num=9, loss/train=0.265, alignment/train=0.0999, uniformity/train=-3.47, contrastive_acc/train=0.980, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 54%|█████▍ | 254/469 [00:24<00:20, 10.44it/s, v_num=9, loss/train=0.265, alignment/train=0.0999, uniformity/train=-3.47, contrastive_acc/train=0.980, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 54%|█████▍ | 254/469 [00:24<00:20, 10.44it/s, v_num=9, loss/train=0.211, alignment/train=0.0722, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 54%|█████▍ | 255/469 [00:24<00:20, 10.45it/s, v_num=9, loss/train=0.211, alignment/train=0.0722, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 54%|█████▍ | 255/469 [00:24<00:20, 10.45it/s, v_num=9, loss/train=0.241, alignment/train=0.0868, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 55%|█████▍ | 256/469 [00:24<00:20, 10.47it/s, v_num=9, loss/train=0.241, alignment/train=0.0868, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 55%|█████▍ | 256/469 [00:24<00:20, 10.47it/s, v_num=9, loss/train=0.241, alignment/train=0.0794, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 55%|█████▍ | 257/469 [00:24<00:20, 10.48it/s, v_num=9, loss/train=0.241, alignment/train=0.0794, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 55%|█████▍ | 257/469 [00:24<00:20, 10.48it/s, v_num=9, loss/train=0.249, alignment/train=0.102, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 55%|█████▌ | 258/469 [00:24<00:20, 10.47it/s, v_num=9, loss/train=0.249, alignment/train=0.102, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 55%|█████▌ | 258/469 [00:24<00:20, 10.47it/s, v_num=9, loss/train=0.238, alignment/train=0.0882, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 55%|█████▌ | 259/469 [00:24<00:20, 10.44it/s, v_num=9, loss/train=0.238, alignment/train=0.0882, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 55%|█████▌ | 259/469 [00:24<00:20, 10.44it/s, v_num=9, loss/train=0.269, alignment/train=0.0944, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 55%|█████▌ | 260/469 [00:24<00:19, 10.46it/s, v_num=9, loss/train=0.269, alignment/train=0.0944, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 55%|█████▌ | 260/469 [00:24<00:19, 10.46it/s, v_num=9, loss/train=0.232, alignment/train=0.089, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 56%|█████▌ | 261/469 [00:24<00:19, 10.46it/s, v_num=9, loss/train=0.232, alignment/train=0.089, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 56%|█████▌ | 261/469 [00:24<00:19, 10.46it/s, v_num=9, loss/train=0.261, alignment/train=0.0987, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 56%|█████▌ | 262/469 [00:25<00:19, 10.47it/s, v_num=9, loss/train=0.261, alignment/train=0.0987, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 56%|█████▌ | 262/469 [00:25<00:19, 10.47it/s, v_num=9, loss/train=0.221, alignment/train=0.0821, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 56%|█████▌ | 263/469 [00:25<00:19, 10.47it/s, v_num=9, loss/train=0.221, alignment/train=0.0821, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 56%|█████▌ | 263/469 [00:25<00:19, 10.47it/s, v_num=9, loss/train=0.240, alignment/train=0.0818, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 56%|█████▋ | 264/469 [00:25<00:19, 10.49it/s, v_num=9, loss/train=0.240, alignment/train=0.0818, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 56%|█████▋ | 264/469 [00:25<00:19, 10.49it/s, v_num=9, loss/train=0.206, alignment/train=0.0752, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 57%|█████▋ | 265/469 [00:25<00:19, 10.49it/s, v_num=9, loss/train=0.206, alignment/train=0.0752, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 57%|█████▋ | 265/469 [00:25<00:19, 10.49it/s, v_num=9, loss/train=0.240, alignment/train=0.0851, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 57%|█████▋ | 266/469 [00:25<00:19, 10.48it/s, v_num=9, loss/train=0.240, alignment/train=0.0851, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 57%|█████▋ | 266/469 [00:25<00:19, 10.48it/s, v_num=9, loss/train=0.260, alignment/train=0.0845, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 57%|█████▋ | 267/469 [00:25<00:19, 10.47it/s, v_num=9, loss/train=0.260, alignment/train=0.0845, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 57%|█████▋ | 267/469 [00:25<00:19, 10.47it/s, v_num=9, loss/train=0.219, alignment/train=0.0846, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 57%|█████▋ | 268/469 [00:25<00:19, 10.49it/s, v_num=9, loss/train=0.219, alignment/train=0.0846, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 57%|█████▋ | 268/469 [00:25<00:19, 10.49it/s, v_num=9, loss/train=0.237, alignment/train=0.0925, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 57%|█████▋ | 269/469 [00:25<00:19, 10.50it/s, v_num=9, loss/train=0.237, alignment/train=0.0925, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 57%|█████▋ | 269/469 [00:25<00:19, 10.50it/s, v_num=9, loss/train=0.241, alignment/train=0.108, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 58%|█████▊ | 270/469 [00:25<00:18, 10.49it/s, v_num=9, loss/train=0.241, alignment/train=0.108, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 58%|█████▊ | 270/469 [00:25<00:18, 10.49it/s, v_num=9, loss/train=0.208, alignment/train=0.0848, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 58%|█████▊ | 271/469 [00:25<00:18, 10.48it/s, v_num=9, loss/train=0.208, alignment/train=0.0848, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 58%|█████▊ | 271/469 [00:25<00:18, 10.48it/s, v_num=9, loss/train=0.247, alignment/train=0.0731, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 58%|█████▊ | 272/469 [00:25<00:18, 10.49it/s, v_num=9, loss/train=0.247, alignment/train=0.0731, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 58%|█████▊ | 272/469 [00:25<00:18, 10.49it/s, v_num=9, loss/train=0.257, alignment/train=0.101, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 58%|█████▊ | 273/469 [00:26<00:18, 10.50it/s, v_num=9, loss/train=0.257, alignment/train=0.101, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 58%|█████▊ | 273/469 [00:26<00:18, 10.49it/s, v_num=9, loss/train=0.201, alignment/train=0.0798, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 58%|█████▊ | 274/469 [00:26<00:18, 10.50it/s, v_num=9, loss/train=0.201, alignment/train=0.0798, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 58%|█████▊ | 274/469 [00:26<00:18, 10.50it/s, v_num=9, loss/train=0.228, alignment/train=0.0736, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 59%|█████▊ | 275/469 [00:26<00:18, 10.49it/s, v_num=9, loss/train=0.228, alignment/train=0.0736, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 59%|█████▊ | 275/469 [00:26<00:18, 10.49it/s, v_num=9, loss/train=0.218, alignment/train=0.0862, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 59%|█████▉ | 276/469 [00:26<00:18, 10.50it/s, v_num=9, loss/train=0.218, alignment/train=0.0862, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 59%|█████▉ | 276/469 [00:26<00:18, 10.50it/s, v_num=9, loss/train=0.192, alignment/train=0.0719, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 59%|█████▉ | 277/469 [00:26<00:18, 10.50it/s, v_num=9, loss/train=0.192, alignment/train=0.0719, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 59%|█████▉ | 277/469 [00:26<00:18, 10.50it/s, v_num=9, loss/train=0.247, alignment/train=0.0955, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 59%|█████▉ | 278/469 [00:26<00:18, 10.52it/s, v_num=9, loss/train=0.247, alignment/train=0.0955, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 59%|█████▉ | 278/469 [00:26<00:18, 10.52it/s, v_num=9, loss/train=0.225, alignment/train=0.0808, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 59%|█████▉ | 279/469 [00:26<00:18, 10.53it/s, v_num=9, loss/train=0.225, alignment/train=0.0808, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 59%|█████▉ | 279/469 [00:26<00:18, 10.53it/s, v_num=9, loss/train=0.234, alignment/train=0.0889, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 60%|█████▉ | 280/469 [00:26<00:17, 10.54it/s, v_num=9, loss/train=0.234, alignment/train=0.0889, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 60%|█████▉ | 280/469 [00:26<00:17, 10.54it/s, v_num=9, loss/train=0.204, alignment/train=0.0841, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 60%|█████▉ | 281/469 [00:26<00:17, 10.52it/s, v_num=9, loss/train=0.204, alignment/train=0.0841, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 60%|█████▉ | 281/469 [00:26<00:17, 10.52it/s, v_num=9, loss/train=0.228, alignment/train=0.0929, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 60%|██████ | 282/469 [00:26<00:17, 10.51it/s, v_num=9, loss/train=0.228, alignment/train=0.0929, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 60%|██████ | 282/469 [00:26<00:17, 10.51it/s, v_num=9, loss/train=0.206, alignment/train=0.0845, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 60%|██████ | 283/469 [00:26<00:17, 10.51it/s, v_num=9, loss/train=0.206, alignment/train=0.0845, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 60%|██████ | 283/469 [00:26<00:17, 10.51it/s, v_num=9, loss/train=0.231, alignment/train=0.0875, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 61%|██████ | 284/469 [00:26<00:17, 10.53it/s, v_num=9, loss/train=0.231, alignment/train=0.0875, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 61%|██████ | 284/469 [00:26<00:17, 10.53it/s, v_num=9, loss/train=0.197, alignment/train=0.0816, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 61%|██████ | 285/469 [00:27<00:17, 10.54it/s, v_num=9, loss/train=0.197, alignment/train=0.0816, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 61%|██████ | 285/469 [00:27<00:17, 10.54it/s, v_num=9, loss/train=0.250, alignment/train=0.0859, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 61%|██████ | 286/469 [00:27<00:17, 10.50it/s, v_num=9, loss/train=0.250, alignment/train=0.0859, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 61%|██████ | 286/469 [00:27<00:17, 10.50it/s, v_num=9, loss/train=0.256, alignment/train=0.0884, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 61%|██████ | 287/469 [00:27<00:17, 10.52it/s, v_num=9, loss/train=0.256, alignment/train=0.0884, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 61%|██████ | 287/469 [00:27<00:17, 10.52it/s, v_num=9, loss/train=0.248, alignment/train=0.095, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 61%|██████▏ | 288/469 [00:27<00:17, 10.53it/s, v_num=9, loss/train=0.248, alignment/train=0.095, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 61%|██████▏ | 288/469 [00:27<00:17, 10.53it/s, v_num=9, loss/train=0.193, alignment/train=0.0845, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 62%|██████▏ | 289/469 [00:27<00:17, 10.54it/s, v_num=9, loss/train=0.193, alignment/train=0.0845, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 62%|██████▏ | 289/469 [00:27<00:17, 10.54it/s, v_num=9, loss/train=0.233, alignment/train=0.0915, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 62%|██████▏ | 290/469 [00:27<00:16, 10.54it/s, v_num=9, loss/train=0.233, alignment/train=0.0915, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 62%|██████▏ | 290/469 [00:27<00:16, 10.54it/s, v_num=9, loss/train=0.268, alignment/train=0.0962, uniformity/train=-3.48, contrastive_acc/train=0.984, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 62%|██████▏ | 291/469 [00:27<00:16, 10.51it/s, v_num=9, loss/train=0.268, alignment/train=0.0962, uniformity/train=-3.48, contrastive_acc/train=0.984, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 62%|██████▏ | 291/469 [00:27<00:16, 10.51it/s, v_num=9, loss/train=0.210, alignment/train=0.0743, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 62%|██████▏ | 292/469 [00:27<00:16, 10.52it/s, v_num=9, loss/train=0.210, alignment/train=0.0743, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 62%|██████▏ | 292/469 [00:27<00:16, 10.52it/s, v_num=9, loss/train=0.211, alignment/train=0.0824, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 62%|██████▏ | 293/469 [00:27<00:16, 10.54it/s, v_num=9, loss/train=0.211, alignment/train=0.0824, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 62%|██████▏ | 293/469 [00:27<00:16, 10.54it/s, v_num=9, loss/train=0.225, alignment/train=0.0863, uniformity/train=-3.52, contrastive_acc/train=0.984, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 63%|██████▎ | 294/469 [00:27<00:16, 10.53it/s, v_num=9, loss/train=0.225, alignment/train=0.0863, uniformity/train=-3.52, contrastive_acc/train=0.984, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 63%|██████▎ | 294/469 [00:27<00:16, 10.53it/s, v_num=9, loss/train=0.201, alignment/train=0.0975, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 63%|██████▎ | 295/469 [00:28<00:16, 10.53it/s, v_num=9, loss/train=0.201, alignment/train=0.0975, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 63%|██████▎ | 295/469 [00:28<00:16, 10.53it/s, v_num=9, loss/train=0.235, alignment/train=0.0888, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 63%|██████▎ | 296/469 [00:28<00:16, 10.54it/s, v_num=9, loss/train=0.235, alignment/train=0.0888, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 63%|██████▎ | 296/469 [00:28<00:16, 10.54it/s, v_num=9, loss/train=0.219, alignment/train=0.0783, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 63%|██████▎ | 297/469 [00:28<00:16, 10.55it/s, v_num=9, loss/train=0.219, alignment/train=0.0783, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 63%|██████▎ | 297/469 [00:28<00:16, 10.55it/s, v_num=9, loss/train=0.221, alignment/train=0.0775, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 64%|██████▎ | 298/469 [00:28<00:16, 10.55it/s, v_num=9, loss/train=0.221, alignment/train=0.0775, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 64%|██████▎ | 298/469 [00:28<00:16, 10.55it/s, v_num=9, loss/train=0.199, alignment/train=0.0866, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 64%|██████▍ | 299/469 [00:28<00:16, 10.54it/s, v_num=9, loss/train=0.199, alignment/train=0.0866, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 64%|██████▍ | 299/469 [00:28<00:16, 10.54it/s, v_num=9, loss/train=0.200, alignment/train=0.0933, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 64%|██████▍ | 300/469 [00:28<00:16, 10.56it/s, v_num=9, loss/train=0.200, alignment/train=0.0933, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 64%|██████▍ | 300/469 [00:28<00:16, 10.56it/s, v_num=9, loss/train=0.239, alignment/train=0.0769, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 64%|██████▍ | 301/469 [00:28<00:15, 10.57it/s, v_num=9, loss/train=0.239, alignment/train=0.0769, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 64%|██████▍ | 301/469 [00:28<00:15, 10.57it/s, v_num=9, loss/train=0.279, alignment/train=0.108, uniformity/train=-3.49, contrastive_acc/train=0.977, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 64%|██████▍ | 302/469 [00:28<00:15, 10.56it/s, v_num=9, loss/train=0.279, alignment/train=0.108, uniformity/train=-3.49, contrastive_acc/train=0.977, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 64%|██████▍ | 302/469 [00:28<00:15, 10.56it/s, v_num=9, loss/train=0.244, alignment/train=0.0953, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 65%|██████▍ | 303/469 [00:28<00:15, 10.56it/s, v_num=9, loss/train=0.244, alignment/train=0.0953, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 65%|██████▍ | 303/469 [00:28<00:15, 10.56it/s, v_num=9, loss/train=0.224, alignment/train=0.0888, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 65%|██████▍ | 304/469 [00:28<00:15, 10.55it/s, v_num=9, loss/train=0.224, alignment/train=0.0888, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 65%|██████▍ | 304/469 [00:28<00:15, 10.55it/s, v_num=9, loss/train=0.241, alignment/train=0.0817, uniformity/train=-3.49, contrastive_acc/train=0.988, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 65%|██████▌ | 305/469 [00:28<00:15, 10.55it/s, v_num=9, loss/train=0.241, alignment/train=0.0817, uniformity/train=-3.49, contrastive_acc/train=0.988, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 65%|██████▌ | 305/469 [00:28<00:15, 10.55it/s, v_num=9, loss/train=0.213, alignment/train=0.0727, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 65%|██████▌ | 306/469 [00:28<00:15, 10.57it/s, v_num=9, loss/train=0.213, alignment/train=0.0727, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 65%|██████▌ | 306/469 [00:28<00:15, 10.57it/s, v_num=9, loss/train=0.250, alignment/train=0.0967, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 65%|██████▌ | 307/469 [00:29<00:15, 10.56it/s, v_num=9, loss/train=0.250, alignment/train=0.0967, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 65%|██████▌ | 307/469 [00:29<00:15, 10.55it/s, v_num=9, loss/train=0.205, alignment/train=0.0779, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 66%|██████▌ | 308/469 [00:29<00:15, 10.56it/s, v_num=9, loss/train=0.205, alignment/train=0.0779, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 66%|██████▌ | 308/469 [00:29<00:15, 10.56it/s, v_num=9, loss/train=0.237, alignment/train=0.0861, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 66%|██████▌ | 309/469 [00:29<00:15, 10.57it/s, v_num=9, loss/train=0.237, alignment/train=0.0861, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 66%|██████▌ | 309/469 [00:29<00:15, 10.57it/s, v_num=9, loss/train=0.264, alignment/train=0.0864, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 66%|██████▌ | 310/469 [00:29<00:15, 10.58it/s, v_num=9, loss/train=0.264, alignment/train=0.0864, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 66%|██████▌ | 310/469 [00:29<00:15, 10.58it/s, v_num=9, loss/train=0.234, alignment/train=0.103, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 66%|██████▋ | 311/469 [00:29<00:14, 10.60it/s, v_num=9, loss/train=0.234, alignment/train=0.103, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 66%|██████▋ | 311/469 [00:29<00:14, 10.60it/s, v_num=9, loss/train=0.233, alignment/train=0.0907, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 67%|██████▋ | 312/469 [00:29<00:14, 10.58it/s, v_num=9, loss/train=0.233, alignment/train=0.0907, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 67%|██████▋ | 312/469 [00:29<00:14, 10.58it/s, v_num=9, loss/train=0.223, alignment/train=0.088, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 67%|██████▋ | 313/469 [00:29<00:14, 10.57it/s, v_num=9, loss/train=0.223, alignment/train=0.088, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 67%|██████▋ | 313/469 [00:29<00:14, 10.57it/s, v_num=9, loss/train=0.225, alignment/train=0.100, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 67%|██████▋ | 314/469 [00:29<00:14, 10.57it/s, v_num=9, loss/train=0.225, alignment/train=0.100, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 67%|██████▋ | 314/469 [00:29<00:14, 10.57it/s, v_num=9, loss/train=0.246, alignment/train=0.0991, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 67%|██████▋ | 315/469 [00:29<00:14, 10.57it/s, v_num=9, loss/train=0.246, alignment/train=0.0991, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 67%|██████▋ | 315/469 [00:29<00:14, 10.57it/s, v_num=9, loss/train=0.235, alignment/train=0.077, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 67%|██████▋ | 316/469 [00:29<00:14, 10.59it/s, v_num=9, loss/train=0.235, alignment/train=0.077, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 67%|██████▋ | 316/469 [00:29<00:14, 10.59it/s, v_num=9, loss/train=0.249, alignment/train=0.0956, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 68%|██████▊ | 317/469 [00:29<00:14, 10.59it/s, v_num=9, loss/train=0.249, alignment/train=0.0956, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 68%|██████▊ | 317/469 [00:29<00:14, 10.59it/s, v_num=9, loss/train=0.247, alignment/train=0.0918, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 68%|██████▊ | 318/469 [00:30<00:14, 10.59it/s, v_num=9, loss/train=0.247, alignment/train=0.0918, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 68%|██████▊ | 318/469 [00:30<00:14, 10.59it/s, v_num=9, loss/train=0.230, alignment/train=0.0894, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 68%|██████▊ | 319/469 [00:30<00:14, 10.59it/s, v_num=9, loss/train=0.230, alignment/train=0.0894, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 68%|██████▊ | 319/469 [00:30<00:14, 10.59it/s, v_num=9, loss/train=0.188, alignment/train=0.0887, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 68%|██████▊ | 320/469 [00:30<00:14, 10.58it/s, v_num=9, loss/train=0.188, alignment/train=0.0887, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 68%|██████▊ | 320/469 [00:30<00:14, 10.58it/s, v_num=9, loss/train=0.207, alignment/train=0.0907, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 68%|██████▊ | 321/469 [00:30<00:13, 10.60it/s, v_num=9, loss/train=0.207, alignment/train=0.0907, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 68%|██████▊ | 321/469 [00:30<00:13, 10.59it/s, v_num=9, loss/train=0.212, alignment/train=0.0792, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 69%|██████▊ | 322/469 [00:30<00:13, 10.59it/s, v_num=9, loss/train=0.212, alignment/train=0.0792, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 69%|██████▊ | 322/469 [00:30<00:13, 10.59it/s, v_num=9, loss/train=0.239, alignment/train=0.0841, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 69%|██████▉ | 323/469 [00:30<00:13, 10.59it/s, v_num=9, loss/train=0.239, alignment/train=0.0841, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 69%|██████▉ | 323/469 [00:30<00:13, 10.59it/s, v_num=9, loss/train=0.212, alignment/train=0.0819, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 69%|██████▉ | 324/469 [00:30<00:13, 10.60it/s, v_num=9, loss/train=0.212, alignment/train=0.0819, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 69%|██████▉ | 324/469 [00:30<00:13, 10.60it/s, v_num=9, loss/train=0.210, alignment/train=0.0964, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 69%|██████▉ | 325/469 [00:30<00:13, 10.61it/s, v_num=9, loss/train=0.210, alignment/train=0.0964, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 69%|██████▉ | 325/469 [00:30<00:13, 10.61it/s, v_num=9, loss/train=0.231, alignment/train=0.0927, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 70%|██████▉ | 326/469 [00:30<00:13, 10.61it/s, v_num=9, loss/train=0.231, alignment/train=0.0927, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 70%|██████▉ | 326/469 [00:30<00:13, 10.61it/s, v_num=9, loss/train=0.235, alignment/train=0.087, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 70%|██████▉ | 327/469 [00:30<00:13, 10.61it/s, v_num=9, loss/train=0.235, alignment/train=0.087, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 70%|██████▉ | 327/469 [00:30<00:13, 10.61it/s, v_num=9, loss/train=0.251, alignment/train=0.0963, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 70%|██████▉ | 328/469 [00:30<00:13, 10.59it/s, v_num=9, loss/train=0.251, alignment/train=0.0963, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 70%|██████▉ | 328/469 [00:30<00:13, 10.59it/s, v_num=9, loss/train=0.229, alignment/train=0.0764, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 70%|███████ | 329/469 [00:31<00:13, 10.60it/s, v_num=9, loss/train=0.229, alignment/train=0.0764, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 70%|███████ | 329/469 [00:31<00:13, 10.60it/s, v_num=9, loss/train=0.210, alignment/train=0.0894, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 70%|███████ | 330/469 [00:31<00:13, 10.61it/s, v_num=9, loss/train=0.210, alignment/train=0.0894, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 70%|███████ | 330/469 [00:31<00:13, 10.61it/s, v_num=9, loss/train=0.225, alignment/train=0.0772, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 71%|███████ | 331/469 [00:31<00:12, 10.62it/s, v_num=9, loss/train=0.225, alignment/train=0.0772, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 71%|███████ | 331/469 [00:31<00:12, 10.62it/s, v_num=9, loss/train=0.218, alignment/train=0.0917, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 71%|███████ | 332/469 [00:31<00:12, 10.62it/s, v_num=9, loss/train=0.218, alignment/train=0.0917, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 71%|███████ | 332/469 [00:31<00:12, 10.62it/s, v_num=9, loss/train=0.260, alignment/train=0.109, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 71%|███████ | 333/469 [00:31<00:12, 10.62it/s, v_num=9, loss/train=0.260, alignment/train=0.109, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 71%|███████ | 333/469 [00:31<00:12, 10.62it/s, v_num=9, loss/train=0.245, alignment/train=0.0968, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 71%|███████ | 334/469 [00:31<00:12, 10.63it/s, v_num=9, loss/train=0.245, alignment/train=0.0968, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 71%|███████ | 334/469 [00:31<00:12, 10.63it/s, v_num=9, loss/train=0.203, alignment/train=0.0869, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 71%|███████▏ | 335/469 [00:31<00:12, 10.63it/s, v_num=9, loss/train=0.203, alignment/train=0.0869, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 71%|███████▏ | 335/469 [00:31<00:12, 10.63it/s, v_num=9, loss/train=0.226, alignment/train=0.0872, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 72%|███████▏ | 336/469 [00:31<00:12, 10.64it/s, v_num=9, loss/train=0.226, alignment/train=0.0872, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 72%|███████▏ | 336/469 [00:31<00:12, 10.64it/s, v_num=9, loss/train=0.197, alignment/train=0.0821, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 72%|███████▏ | 337/469 [00:31<00:12, 10.62it/s, v_num=9, loss/train=0.197, alignment/train=0.0821, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 72%|███████▏ | 337/469 [00:31<00:12, 10.62it/s, v_num=9, loss/train=0.267, alignment/train=0.0858, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 72%|███████▏ | 338/469 [00:31<00:12, 10.62it/s, v_num=9, loss/train=0.267, alignment/train=0.0858, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 72%|███████▏ | 338/469 [00:31<00:12, 10.62it/s, v_num=9, loss/train=0.245, alignment/train=0.0949, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 72%|███████▏ | 339/469 [00:31<00:12, 10.63it/s, v_num=9, loss/train=0.245, alignment/train=0.0949, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 72%|███████▏ | 339/469 [00:31<00:12, 10.63it/s, v_num=9, loss/train=0.238, alignment/train=0.0922, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 72%|███████▏ | 340/469 [00:31<00:12, 10.64it/s, v_num=9, loss/train=0.238, alignment/train=0.0922, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 72%|███████▏ | 340/469 [00:31<00:12, 10.64it/s, v_num=9, loss/train=0.251, alignment/train=0.0847, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 73%|███████▎ | 341/469 [00:32<00:12, 10.63it/s, v_num=9, loss/train=0.251, alignment/train=0.0847, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 73%|███████▎ | 341/469 [00:32<00:12, 10.63it/s, v_num=9, loss/train=0.202, alignment/train=0.0779, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 73%|███████▎ | 342/469 [00:32<00:11, 10.63it/s, v_num=9, loss/train=0.202, alignment/train=0.0779, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 73%|███████▎ | 342/469 [00:32<00:11, 10.63it/s, v_num=9, loss/train=0.241, alignment/train=0.0981, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 73%|███████▎ | 343/469 [00:32<00:11, 10.64it/s, v_num=9, loss/train=0.241, alignment/train=0.0981, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 73%|███████▎ | 343/469 [00:32<00:11, 10.64it/s, v_num=9, loss/train=0.224, alignment/train=0.0804, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 73%|███████▎ | 344/469 [00:32<00:11, 10.64it/s, v_num=9, loss/train=0.224, alignment/train=0.0804, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 73%|███████▎ | 344/469 [00:32<00:11, 10.64it/s, v_num=9, loss/train=0.227, alignment/train=0.100, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 74%|███████▎ | 345/469 [00:32<00:11, 10.65it/s, v_num=9, loss/train=0.227, alignment/train=0.100, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 74%|███████▎ | 345/469 [00:32<00:11, 10.65it/s, v_num=9, loss/train=0.202, alignment/train=0.086, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 74%|███████▍ | 346/469 [00:32<00:11, 10.66it/s, v_num=9, loss/train=0.202, alignment/train=0.086, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 74%|███████▍ | 346/469 [00:32<00:11, 10.66it/s, v_num=9, loss/train=0.232, alignment/train=0.0898, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 74%|███████▍ | 347/469 [00:32<00:11, 10.64it/s, v_num=9, loss/train=0.232, alignment/train=0.0898, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 74%|███████▍ | 347/469 [00:32<00:11, 10.64it/s, v_num=9, loss/train=0.232, alignment/train=0.0845, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 74%|███████▍ | 348/469 [00:32<00:11, 10.64it/s, v_num=9, loss/train=0.232, alignment/train=0.0845, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 74%|███████▍ | 348/469 [00:32<00:11, 10.64it/s, v_num=9, loss/train=0.221, alignment/train=0.0937, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 74%|███████▍ | 349/469 [00:32<00:11, 10.65it/s, v_num=9, loss/train=0.221, alignment/train=0.0937, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 74%|███████▍ | 349/469 [00:32<00:11, 10.65it/s, v_num=9, loss/train=0.251, alignment/train=0.0999, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 75%|███████▍ | 350/469 [00:32<00:11, 10.65it/s, v_num=9, loss/train=0.251, alignment/train=0.0999, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 75%|███████▍ | 350/469 [00:32<00:11, 10.65it/s, v_num=9, loss/train=0.270, alignment/train=0.109, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 75%|███████▍ | 351/469 [00:32<00:11, 10.65it/s, v_num=9, loss/train=0.270, alignment/train=0.109, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 75%|███████▍ | 351/469 [00:32<00:11, 10.65it/s, v_num=9, loss/train=0.214, alignment/train=0.0843, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 75%|███████▌ | 352/469 [00:33<00:10, 10.65it/s, v_num=9, loss/train=0.214, alignment/train=0.0843, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 75%|███████▌ | 352/469 [00:33<00:10, 10.65it/s, v_num=9, loss/train=0.218, alignment/train=0.0883, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 75%|███████▌ | 353/469 [00:33<00:10, 10.65it/s, v_num=9, loss/train=0.218, alignment/train=0.0883, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 75%|███████▌ | 353/469 [00:33<00:10, 10.65it/s, v_num=9, loss/train=0.219, alignment/train=0.0989, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 75%|███████▌ | 354/469 [00:33<00:10, 10.65it/s, v_num=9, loss/train=0.219, alignment/train=0.0989, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 75%|███████▌ | 354/469 [00:33<00:10, 10.65it/s, v_num=9, loss/train=0.217, alignment/train=0.0836, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 76%|███████▌ | 355/469 [00:33<00:10, 10.65it/s, v_num=9, loss/train=0.217, alignment/train=0.0836, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 76%|███████▌ | 355/469 [00:33<00:10, 10.65it/s, v_num=9, loss/train=0.217, alignment/train=0.0676, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 76%|███████▌ | 356/469 [00:33<00:10, 10.65it/s, v_num=9, loss/train=0.217, alignment/train=0.0676, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 76%|███████▌ | 356/469 [00:33<00:10, 10.65it/s, v_num=9, loss/train=0.233, alignment/train=0.0926, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 76%|███████▌ | 357/469 [00:33<00:10, 10.66it/s, v_num=9, loss/train=0.233, alignment/train=0.0926, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 76%|███████▌ | 357/469 [00:33<00:10, 10.66it/s, v_num=9, loss/train=0.179, alignment/train=0.0838, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 76%|███████▋ | 358/469 [00:33<00:10, 10.67it/s, v_num=9, loss/train=0.179, alignment/train=0.0838, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 76%|███████▋ | 358/469 [00:33<00:10, 10.67it/s, v_num=9, loss/train=0.291, alignment/train=0.0999, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 77%|███████▋ | 359/469 [00:33<00:10, 10.67it/s, v_num=9, loss/train=0.291, alignment/train=0.0999, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 77%|███████▋ | 359/469 [00:33<00:10, 10.67it/s, v_num=9, loss/train=0.237, alignment/train=0.0802, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 77%|███████▋ | 360/469 [00:33<00:10, 10.66it/s, v_num=9, loss/train=0.237, alignment/train=0.0802, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 77%|███████▋ | 360/469 [00:33<00:10, 10.66it/s, v_num=9, loss/train=0.232, alignment/train=0.0875, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 77%|███████▋ | 361/469 [00:33<00:10, 10.67it/s, v_num=9, loss/train=0.232, alignment/train=0.0875, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 77%|███████▋ | 361/469 [00:33<00:10, 10.67it/s, v_num=9, loss/train=0.214, alignment/train=0.0741, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 77%|███████▋ | 362/469 [00:33<00:10, 10.67it/s, v_num=9, loss/train=0.214, alignment/train=0.0741, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 77%|███████▋ | 362/469 [00:33<00:10, 10.67it/s, v_num=9, loss/train=0.239, alignment/train=0.0996, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 77%|███████▋ | 363/469 [00:33<00:09, 10.69it/s, v_num=9, loss/train=0.239, alignment/train=0.0996, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 77%|███████▋ | 363/469 [00:33<00:09, 10.69it/s, v_num=9, loss/train=0.222, alignment/train=0.0875, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 78%|███████▊ | 364/469 [00:34<00:09, 10.68it/s, v_num=9, loss/train=0.222, alignment/train=0.0875, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 78%|███████▊ | 364/469 [00:34<00:09, 10.68it/s, v_num=9, loss/train=0.259, alignment/train=0.106, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 78%|███████▊ | 365/469 [00:34<00:09, 10.66it/s, v_num=9, loss/train=0.259, alignment/train=0.106, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 78%|███████▊ | 365/469 [00:34<00:09, 10.66it/s, v_num=9, loss/train=0.224, alignment/train=0.0987, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 78%|███████▊ | 366/469 [00:34<00:09, 10.67it/s, v_num=9, loss/train=0.224, alignment/train=0.0987, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 78%|███████▊ | 366/469 [00:34<00:09, 10.67it/s, v_num=9, loss/train=0.254, alignment/train=0.0784, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 78%|███████▊ | 367/469 [00:34<00:09, 10.67it/s, v_num=9, loss/train=0.254, alignment/train=0.0784, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 78%|███████▊ | 367/469 [00:34<00:09, 10.67it/s, v_num=9, loss/train=0.249, alignment/train=0.0924, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 78%|███████▊ | 368/469 [00:34<00:09, 10.68it/s, v_num=9, loss/train=0.249, alignment/train=0.0924, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 78%|███████▊ | 368/469 [00:34<00:09, 10.68it/s, v_num=9, loss/train=0.249, alignment/train=0.103, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 79%|███████▊ | 369/469 [00:34<00:09, 10.68it/s, v_num=9, loss/train=0.249, alignment/train=0.103, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 79%|███████▊ | 369/469 [00:34<00:09, 10.68it/s, v_num=9, loss/train=0.246, alignment/train=0.0839, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 79%|███████▉ | 370/469 [00:34<00:09, 10.66it/s, v_num=9, loss/train=0.246, alignment/train=0.0839, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 79%|███████▉ | 370/469 [00:34<00:09, 10.66it/s, v_num=9, loss/train=0.245, alignment/train=0.0886, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 79%|███████▉ | 371/469 [00:34<00:09, 10.67it/s, v_num=9, loss/train=0.245, alignment/train=0.0886, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 79%|███████▉ | 371/469 [00:34<00:09, 10.67it/s, v_num=9, loss/train=0.245, alignment/train=0.0786, uniformity/train=-3.51, contrastive_acc/train=0.988, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 79%|███████▉ | 372/469 [00:34<00:09, 10.68it/s, v_num=9, loss/train=0.245, alignment/train=0.0786, uniformity/train=-3.51, contrastive_acc/train=0.988, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 79%|███████▉ | 372/469 [00:34<00:09, 10.68it/s, v_num=9, loss/train=0.229, alignment/train=0.0839, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 80%|███████▉ | 373/469 [00:34<00:08, 10.67it/s, v_num=9, loss/train=0.229, alignment/train=0.0839, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 80%|███████▉ | 373/469 [00:34<00:08, 10.67it/s, v_num=9, loss/train=0.231, alignment/train=0.0859, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 80%|███████▉ | 374/469 [00:35<00:08, 10.68it/s, v_num=9, loss/train=0.231, alignment/train=0.0859, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 80%|███████▉ | 374/469 [00:35<00:08, 10.68it/s, v_num=9, loss/train=0.204, alignment/train=0.0865, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 80%|███████▉ | 375/469 [00:35<00:08, 10.69it/s, v_num=9, loss/train=0.204, alignment/train=0.0865, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 80%|███████▉ | 375/469 [00:35<00:08, 10.69it/s, v_num=9, loss/train=0.275, alignment/train=0.0945, uniformity/train=-3.47, contrastive_acc/train=0.984, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 80%|████████ | 376/469 [00:35<00:08, 10.69it/s, v_num=9, loss/train=0.275, alignment/train=0.0945, uniformity/train=-3.47, contrastive_acc/train=0.984, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 80%|████████ | 376/469 [00:35<00:08, 10.69it/s, v_num=9, loss/train=0.245, alignment/train=0.104, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 80%|████████ | 377/469 [00:35<00:08, 10.68it/s, v_num=9, loss/train=0.245, alignment/train=0.104, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 80%|████████ | 377/469 [00:35<00:08, 10.68it/s, v_num=9, loss/train=0.217, alignment/train=0.0829, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 81%|████████ | 378/469 [00:35<00:08, 10.69it/s, v_num=9, loss/train=0.217, alignment/train=0.0829, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 81%|████████ | 378/469 [00:35<00:08, 10.69it/s, v_num=9, loss/train=0.216, alignment/train=0.0959, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 81%|████████ | 379/469 [00:35<00:08, 10.70it/s, v_num=9, loss/train=0.216, alignment/train=0.0959, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 81%|████████ | 379/469 [00:35<00:08, 10.70it/s, v_num=9, loss/train=0.252, alignment/train=0.0954, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 81%|████████ | 380/469 [00:35<00:08, 10.71it/s, v_num=9, loss/train=0.252, alignment/train=0.0954, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 81%|████████ | 380/469 [00:35<00:08, 10.71it/s, v_num=9, loss/train=0.238, alignment/train=0.095, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 81%|████████ | 381/469 [00:35<00:08, 10.71it/s, v_num=9, loss/train=0.238, alignment/train=0.095, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 81%|████████ | 381/469 [00:35<00:08, 10.71it/s, v_num=9, loss/train=0.247, alignment/train=0.0848, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 81%|████████▏ | 382/469 [00:35<00:08, 10.68it/s, v_num=9, loss/train=0.247, alignment/train=0.0848, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 81%|████████▏ | 382/469 [00:35<00:08, 10.68it/s, v_num=9, loss/train=0.239, alignment/train=0.0904, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 82%|████████▏ | 383/469 [00:35<00:08, 10.69it/s, v_num=9, loss/train=0.239, alignment/train=0.0904, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 82%|████████▏ | 383/469 [00:35<00:08, 10.69it/s, v_num=9, loss/train=0.233, alignment/train=0.101, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 82%|████████▏ | 384/469 [00:35<00:07, 10.69it/s, v_num=9, loss/train=0.233, alignment/train=0.101, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 82%|████████▏ | 384/469 [00:35<00:07, 10.69it/s, v_num=9, loss/train=0.212, alignment/train=0.0832, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 82%|████████▏ | 385/469 [00:36<00:07, 10.69it/s, v_num=9, loss/train=0.212, alignment/train=0.0832, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 82%|████████▏ | 385/469 [00:36<00:07, 10.69it/s, v_num=9, loss/train=0.220, alignment/train=0.0826, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 82%|████████▏ | 386/469 [00:36<00:07, 10.69it/s, v_num=9, loss/train=0.220, alignment/train=0.0826, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 82%|████████▏ | 386/469 [00:36<00:07, 10.69it/s, v_num=9, loss/train=0.208, alignment/train=0.0809, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 83%|████████▎ | 387/469 [00:36<00:07, 10.70it/s, v_num=9, loss/train=0.208, alignment/train=0.0809, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 83%|████████▎ | 387/469 [00:36<00:07, 10.70it/s, v_num=9, loss/train=0.230, alignment/train=0.0963, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 83%|████████▎ | 388/469 [00:36<00:07, 10.70it/s, v_num=9, loss/train=0.230, alignment/train=0.0963, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 83%|████████▎ | 388/469 [00:36<00:07, 10.69it/s, v_num=9, loss/train=0.259, alignment/train=0.0962, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 83%|████████▎ | 389/469 [00:36<00:07, 10.70it/s, v_num=9, loss/train=0.259, alignment/train=0.0962, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 83%|████████▎ | 389/469 [00:36<00:07, 10.70it/s, v_num=9, loss/train=0.254, alignment/train=0.0991, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 83%|████████▎ | 390/469 [00:36<00:07, 10.69it/s, v_num=9, loss/train=0.254, alignment/train=0.0991, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 83%|████████▎ | 390/469 [00:36<00:07, 10.69it/s, v_num=9, loss/train=0.244, alignment/train=0.0841, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 83%|████████▎ | 391/469 [00:36<00:07, 10.69it/s, v_num=9, loss/train=0.244, alignment/train=0.0841, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 83%|████████▎ | 391/469 [00:36<00:07, 10.69it/s, v_num=9, loss/train=0.236, alignment/train=0.102, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 84%|████████▎ | 392/469 [00:36<00:07, 10.70it/s, v_num=9, loss/train=0.236, alignment/train=0.102, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 84%|████████▎ | 392/469 [00:36<00:07, 10.70it/s, v_num=9, loss/train=0.212, alignment/train=0.0966, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 84%|████████▍ | 393/469 [00:36<00:07, 10.71it/s, v_num=9, loss/train=0.212, alignment/train=0.0966, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 84%|████████▍ | 393/469 [00:36<00:07, 10.71it/s, v_num=9, loss/train=0.223, alignment/train=0.0872, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 84%|████████▍ | 394/469 [00:36<00:06, 10.72it/s, v_num=9, loss/train=0.223, alignment/train=0.0872, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 84%|████████▍ | 394/469 [00:36<00:06, 10.72it/s, v_num=9, loss/train=0.246, alignment/train=0.0992, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 84%|████████▍ | 395/469 [00:36<00:06, 10.70it/s, v_num=9, loss/train=0.246, alignment/train=0.0992, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 84%|████████▍ | 395/469 [00:36<00:06, 10.70it/s, v_num=9, loss/train=0.212, alignment/train=0.0779, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 84%|████████▍ | 396/469 [00:36<00:06, 10.71it/s, v_num=9, loss/train=0.212, alignment/train=0.0779, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 84%|████████▍ | 396/469 [00:36<00:06, 10.71it/s, v_num=9, loss/train=0.254, alignment/train=0.0892, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 85%|████████▍ | 397/469 [00:37<00:06, 10.72it/s, v_num=9, loss/train=0.254, alignment/train=0.0892, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 85%|████████▍ | 397/469 [00:37<00:06, 10.72it/s, v_num=9, loss/train=0.208, alignment/train=0.0833, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 85%|████████▍ | 398/469 [00:37<00:06, 10.73it/s, v_num=9, loss/train=0.208, alignment/train=0.0833, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 85%|████████▍ | 398/469 [00:37<00:06, 10.73it/s, v_num=9, loss/train=0.267, alignment/train=0.095, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 85%|████████▌ | 399/469 [00:37<00:06, 10.72it/s, v_num=9, loss/train=0.267, alignment/train=0.095, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 85%|████████▌ | 399/469 [00:37<00:06, 10.72it/s, v_num=9, loss/train=0.240, alignment/train=0.0916, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 85%|████████▌ | 400/469 [00:37<00:06, 10.70it/s, v_num=9, loss/train=0.240, alignment/train=0.0916, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 85%|████████▌ | 400/469 [00:37<00:06, 10.70it/s, v_num=9, loss/train=0.239, alignment/train=0.0718, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 86%|████████▌ | 401/469 [00:37<00:06, 10.71it/s, v_num=9, loss/train=0.239, alignment/train=0.0718, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 86%|████████▌ | 401/469 [00:37<00:06, 10.71it/s, v_num=9, loss/train=0.217, alignment/train=0.0933, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 86%|████████▌ | 402/469 [00:37<00:06, 10.72it/s, v_num=9, loss/train=0.217, alignment/train=0.0933, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 86%|████████▌ | 402/469 [00:37<00:06, 10.72it/s, v_num=9, loss/train=0.202, alignment/train=0.0826, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 86%|████████▌ | 403/469 [00:37<00:06, 10.73it/s, v_num=9, loss/train=0.202, alignment/train=0.0826, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 86%|████████▌ | 403/469 [00:37<00:06, 10.73it/s, v_num=9, loss/train=0.248, alignment/train=0.098, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 86%|████████▌ | 404/469 [00:37<00:06, 10.72it/s, v_num=9, loss/train=0.248, alignment/train=0.098, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 86%|████████▌ | 404/469 [00:37<00:06, 10.72it/s, v_num=9, loss/train=0.197, alignment/train=0.0805, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 86%|████████▋ | 405/469 [00:37<00:05, 10.70it/s, v_num=9, loss/train=0.197, alignment/train=0.0805, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 86%|████████▋ | 405/469 [00:37<00:05, 10.70it/s, v_num=9, loss/train=0.215, alignment/train=0.0943, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 87%|████████▋ | 406/469 [00:37<00:05, 10.72it/s, v_num=9, loss/train=0.215, alignment/train=0.0943, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 87%|████████▋ | 406/469 [00:37<00:05, 10.71it/s, v_num=9, loss/train=0.227, alignment/train=0.097, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 87%|████████▋ | 407/469 [00:37<00:05, 10.72it/s, v_num=9, loss/train=0.227, alignment/train=0.097, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 87%|████████▋ | 407/469 [00:37<00:05, 10.72it/s, v_num=9, loss/train=0.211, alignment/train=0.0854, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 87%|████████▋ | 408/469 [00:38<00:05, 10.71it/s, v_num=9, loss/train=0.211, alignment/train=0.0854, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 87%|████████▋ | 408/469 [00:38<00:05, 10.71it/s, v_num=9, loss/train=0.201, alignment/train=0.0878, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 87%|████████▋ | 409/469 [00:38<00:05, 10.72it/s, v_num=9, loss/train=0.201, alignment/train=0.0878, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 87%|████████▋ | 409/469 [00:38<00:05, 10.72it/s, v_num=9, loss/train=0.243, alignment/train=0.102, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 87%|████████▋ | 410/469 [00:38<00:05, 10.72it/s, v_num=9, loss/train=0.243, alignment/train=0.102, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 87%|████████▋ | 410/469 [00:38<00:05, 10.72it/s, v_num=9, loss/train=0.185, alignment/train=0.0724, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 88%|████████▊ | 411/469 [00:38<00:05, 10.71it/s, v_num=9, loss/train=0.185, alignment/train=0.0724, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 88%|████████▊ | 411/469 [00:38<00:05, 10.71it/s, v_num=9, loss/train=0.239, alignment/train=0.0771, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 88%|████████▊ | 412/469 [00:38<00:05, 10.72it/s, v_num=9, loss/train=0.239, alignment/train=0.0771, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 88%|████████▊ | 412/469 [00:38<00:05, 10.72it/s, v_num=9, loss/train=0.201, alignment/train=0.0743, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 88%|████████▊ | 413/469 [00:38<00:05, 10.73it/s, v_num=9, loss/train=0.201, alignment/train=0.0743, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 88%|████████▊ | 413/469 [00:38<00:05, 10.73it/s, v_num=9, loss/train=0.205, alignment/train=0.0956, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 88%|████████▊ | 414/469 [00:38<00:05, 10.74it/s, v_num=9, loss/train=0.205, alignment/train=0.0956, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 88%|████████▊ | 414/469 [00:38<00:05, 10.74it/s, v_num=9, loss/train=0.250, alignment/train=0.0922, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 88%|████████▊ | 415/469 [00:38<00:05, 10.71it/s, v_num=9, loss/train=0.250, alignment/train=0.0922, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 88%|████████▊ | 415/469 [00:38<00:05, 10.71it/s, v_num=9, loss/train=0.231, alignment/train=0.0806, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 89%|████████▊ | 416/469 [00:38<00:04, 10.72it/s, v_num=9, loss/train=0.231, alignment/train=0.0806, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 89%|████████▊ | 416/469 [00:38<00:04, 10.72it/s, v_num=9, loss/train=0.222, alignment/train=0.0896, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 89%|████████▉ | 417/469 [00:38<00:04, 10.73it/s, v_num=9, loss/train=0.222, alignment/train=0.0896, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 89%|████████▉ | 417/469 [00:38<00:04, 10.73it/s, v_num=9, loss/train=0.219, alignment/train=0.0919, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 89%|████████▉ | 418/469 [00:38<00:04, 10.72it/s, v_num=9, loss/train=0.219, alignment/train=0.0919, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 89%|████████▉ | 418/469 [00:38<00:04, 10.72it/s, v_num=9, loss/train=0.247, alignment/train=0.101, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 89%|████████▉ | 419/469 [00:39<00:04, 10.73it/s, v_num=9, loss/train=0.247, alignment/train=0.101, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 89%|████████▉ | 419/469 [00:39<00:04, 10.73it/s, v_num=9, loss/train=0.241, alignment/train=0.0923, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 90%|████████▉ | 420/469 [00:39<00:04, 10.73it/s, v_num=9, loss/train=0.241, alignment/train=0.0923, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 90%|████████▉ | 420/469 [00:39<00:04, 10.73it/s, v_num=9, loss/train=0.194, alignment/train=0.0804, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 90%|████████▉ | 421/469 [00:39<00:04, 10.73it/s, v_num=9, loss/train=0.194, alignment/train=0.0804, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 90%|████████▉ | 421/469 [00:39<00:04, 10.73it/s, v_num=9, loss/train=0.219, alignment/train=0.0841, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 90%|████████▉ | 422/469 [00:39<00:04, 10.73it/s, v_num=9, loss/train=0.219, alignment/train=0.0841, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 90%|████████▉ | 422/469 [00:39<00:04, 10.73it/s, v_num=9, loss/train=0.262, alignment/train=0.0849, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 90%|█████████ | 423/469 [00:39<00:04, 10.74it/s, v_num=9, loss/train=0.262, alignment/train=0.0849, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 90%|█████████ | 423/469 [00:39<00:04, 10.74it/s, v_num=9, loss/train=0.198, alignment/train=0.0902, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 90%|█████████ | 424/469 [00:39<00:04, 10.73it/s, v_num=9, loss/train=0.198, alignment/train=0.0902, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 90%|█████████ | 424/469 [00:39<00:04, 10.73it/s, v_num=9, loss/train=0.195, alignment/train=0.0839, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 91%|█████████ | 425/469 [00:39<00:04, 10.72it/s, v_num=9, loss/train=0.195, alignment/train=0.0839, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 91%|█████████ | 425/469 [00:39<00:04, 10.72it/s, v_num=9, loss/train=0.219, alignment/train=0.0977, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 91%|█████████ | 426/469 [00:39<00:04, 10.73it/s, v_num=9, loss/train=0.219, alignment/train=0.0977, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 91%|█████████ | 426/469 [00:39<00:04, 10.73it/s, v_num=9, loss/train=0.210, alignment/train=0.0918, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 91%|█████████ | 427/469 [00:39<00:03, 10.74it/s, v_num=9, loss/train=0.210, alignment/train=0.0918, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 91%|█████████ | 427/469 [00:39<00:03, 10.74it/s, v_num=9, loss/train=0.214, alignment/train=0.0832, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 91%|█████████▏| 428/469 [00:39<00:03, 10.75it/s, v_num=9, loss/train=0.214, alignment/train=0.0832, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 91%|█████████▏| 428/469 [00:39<00:03, 10.75it/s, v_num=9, loss/train=0.199, alignment/train=0.0944, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 91%|█████████▏| 429/469 [00:39<00:03, 10.74it/s, v_num=9, loss/train=0.199, alignment/train=0.0944, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 91%|█████████▏| 429/469 [00:39<00:03, 10.74it/s, v_num=9, loss/train=0.199, alignment/train=0.0781, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 92%|█████████▏| 430/469 [00:40<00:03, 10.74it/s, v_num=9, loss/train=0.199, alignment/train=0.0781, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 92%|█████████▏| 430/469 [00:40<00:03, 10.74it/s, v_num=9, loss/train=0.226, alignment/train=0.0797, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 92%|█████████▏| 431/469 [00:40<00:03, 10.75it/s, v_num=9, loss/train=0.226, alignment/train=0.0797, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 92%|█████████▏| 431/469 [00:40<00:03, 10.75it/s, v_num=9, loss/train=0.237, alignment/train=0.0973, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 92%|█████████▏| 432/469 [00:40<00:03, 10.76it/s, v_num=9, loss/train=0.237, alignment/train=0.0973, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 92%|█████████▏| 432/469 [00:40<00:03, 10.76it/s, v_num=9, loss/train=0.206, alignment/train=0.0931, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 92%|█████████▏| 433/469 [00:40<00:03, 10.76it/s, v_num=9, loss/train=0.206, alignment/train=0.0931, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 92%|█████████▏| 433/469 [00:40<00:03, 10.76it/s, v_num=9, loss/train=0.234, alignment/train=0.0951, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 93%|█████████▎| 434/469 [00:40<00:03, 10.75it/s, v_num=9, loss/train=0.234, alignment/train=0.0951, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 93%|█████████▎| 434/469 [00:40<00:03, 10.75it/s, v_num=9, loss/train=0.229, alignment/train=0.0888, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 93%|█████████▎| 435/469 [00:40<00:03, 10.74it/s, v_num=9, loss/train=0.229, alignment/train=0.0888, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 93%|█████████▎| 435/469 [00:40<00:03, 10.74it/s, v_num=9, loss/train=0.270, alignment/train=0.0851, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 93%|█████████▎| 436/469 [00:40<00:03, 10.75it/s, v_num=9, loss/train=0.270, alignment/train=0.0851, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 93%|█████████▎| 436/469 [00:40<00:03, 10.75it/s, v_num=9, loss/train=0.237, alignment/train=0.0898, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 93%|█████████▎| 437/469 [00:40<00:02, 10.76it/s, v_num=9, loss/train=0.237, alignment/train=0.0898, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 93%|█████████▎| 437/469 [00:40<00:02, 10.76it/s, v_num=9, loss/train=0.211, alignment/train=0.0858, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 93%|█████████▎| 438/469 [00:40<00:02, 10.77it/s, v_num=9, loss/train=0.211, alignment/train=0.0858, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 93%|█████████▎| 438/469 [00:40<00:02, 10.77it/s, v_num=9, loss/train=0.224, alignment/train=0.0905, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 94%|█████████▎| 439/469 [00:40<00:02, 10.76it/s, v_num=9, loss/train=0.224, alignment/train=0.0905, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 94%|█████████▎| 439/469 [00:40<00:02, 10.76it/s, v_num=9, loss/train=0.192, alignment/train=0.0875, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 94%|█████████▍| 440/469 [00:40<00:02, 10.74it/s, v_num=9, loss/train=0.192, alignment/train=0.0875, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 94%|█████████▍| 440/469 [00:40<00:02, 10.74it/s, v_num=9, loss/train=0.222, alignment/train=0.0809, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 94%|█████████▍| 441/469 [00:41<00:02, 10.75it/s, v_num=9, loss/train=0.222, alignment/train=0.0809, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 94%|█████████▍| 441/469 [00:41<00:02, 10.75it/s, v_num=9, loss/train=0.235, alignment/train=0.0765, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 94%|█████████▍| 442/469 [00:41<00:02, 10.75it/s, v_num=9, loss/train=0.235, alignment/train=0.0765, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 94%|█████████▍| 442/469 [00:41<00:02, 10.75it/s, v_num=9, loss/train=0.222, alignment/train=0.085, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 94%|█████████▍| 443/469 [00:41<00:02, 10.75it/s, v_num=9, loss/train=0.222, alignment/train=0.085, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 94%|█████████▍| 443/469 [00:41<00:02, 10.75it/s, v_num=9, loss/train=0.227, alignment/train=0.0925, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 95%|█████████▍| 444/469 [00:41<00:02, 10.76it/s, v_num=9, loss/train=0.227, alignment/train=0.0925, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 95%|█████████▍| 444/469 [00:41<00:02, 10.76it/s, v_num=9, loss/train=0.173, alignment/train=0.0865, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 95%|█████████▍| 445/469 [00:41<00:02, 10.76it/s, v_num=9, loss/train=0.173, alignment/train=0.0865, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 95%|█████████▍| 445/469 [00:41<00:02, 10.76it/s, v_num=9, loss/train=0.253, alignment/train=0.0817, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 95%|█████████▌| 446/469 [00:41<00:02, 10.76it/s, v_num=9, loss/train=0.253, alignment/train=0.0817, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 95%|█████████▌| 446/469 [00:41<00:02, 10.76it/s, v_num=9, loss/train=0.179, alignment/train=0.0719, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 95%|█████████▌| 447/469 [00:41<00:02, 10.77it/s, v_num=9, loss/train=0.179, alignment/train=0.0719, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 95%|█████████▌| 447/469 [00:41<00:02, 10.77it/s, v_num=9, loss/train=0.235, alignment/train=0.109, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 96%|█████████▌| 448/469 [00:41<00:01, 10.77it/s, v_num=9, loss/train=0.235, alignment/train=0.109, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 96%|█████████▌| 448/469 [00:41<00:01, 10.77it/s, v_num=9, loss/train=0.280, alignment/train=0.0901, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 96%|█████████▌| 449/469 [00:41<00:01, 10.76it/s, v_num=9, loss/train=0.280, alignment/train=0.0901, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 96%|█████████▌| 449/469 [00:41<00:01, 10.76it/s, v_num=9, loss/train=0.213, alignment/train=0.0857, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 96%|█████████▌| 450/469 [00:41<00:01, 10.76it/s, v_num=9, loss/train=0.213, alignment/train=0.0857, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 96%|█████████▌| 450/469 [00:41<00:01, 10.76it/s, v_num=9, loss/train=0.217, alignment/train=0.0823, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 96%|█████████▌| 451/469 [00:41<00:01, 10.78it/s, v_num=9, loss/train=0.217, alignment/train=0.0823, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 96%|█████████▌| 451/469 [00:41<00:01, 10.78it/s, v_num=9, loss/train=0.217, alignment/train=0.0814, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 96%|█████████▋| 452/469 [00:41<00:01, 10.79it/s, v_num=9, loss/train=0.217, alignment/train=0.0814, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 96%|█████████▋| 452/469 [00:41<00:01, 10.79it/s, v_num=9, loss/train=0.206, alignment/train=0.0898, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 97%|█████████▋| 453/469 [00:41<00:01, 10.81it/s, v_num=9, loss/train=0.206, alignment/train=0.0898, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 97%|█████████▋| 453/469 [00:41<00:01, 10.81it/s, v_num=9, loss/train=0.276, alignment/train=0.0953, uniformity/train=-3.50, contrastive_acc/train=0.984, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 97%|█████████▋| 454/469 [00:41<00:01, 10.82it/s, v_num=9, loss/train=0.276, alignment/train=0.0953, uniformity/train=-3.50, contrastive_acc/train=0.984, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 97%|█████████▋| 454/469 [00:41<00:01, 10.82it/s, v_num=9, loss/train=0.281, alignment/train=0.113, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 97%|█████████▋| 455/469 [00:41<00:01, 10.83it/s, v_num=9, loss/train=0.281, alignment/train=0.113, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 97%|█████████▋| 455/469 [00:41<00:01, 10.83it/s, v_num=9, loss/train=0.264, alignment/train=0.0899, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 97%|█████████▋| 456/469 [00:42<00:01, 10.85it/s, v_num=9, loss/train=0.264, alignment/train=0.0899, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 97%|█████████▋| 456/469 [00:42<00:01, 10.85it/s, v_num=9, loss/train=0.207, alignment/train=0.0732, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 97%|█████████▋| 457/469 [00:42<00:01, 10.86it/s, v_num=9, loss/train=0.207, alignment/train=0.0732, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 97%|█████████▋| 457/469 [00:42<00:01, 10.86it/s, v_num=9, loss/train=0.218, alignment/train=0.0794, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 98%|█████████▊| 458/469 [00:42<00:01, 10.88it/s, v_num=9, loss/train=0.218, alignment/train=0.0794, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 98%|█████████▊| 458/469 [00:42<00:01, 10.88it/s, v_num=9, loss/train=0.204, alignment/train=0.0944, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 98%|█████████▊| 459/469 [00:42<00:00, 10.89it/s, v_num=9, loss/train=0.204, alignment/train=0.0944, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 98%|█████████▊| 459/469 [00:42<00:00, 10.89it/s, v_num=9, loss/train=0.269, alignment/train=0.100, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 98%|█████████▊| 460/469 [00:42<00:00, 10.91it/s, v_num=9, loss/train=0.269, alignment/train=0.100, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 98%|█████████▊| 460/469 [00:42<00:00, 10.91it/s, v_num=9, loss/train=0.215, alignment/train=0.0844, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 98%|█████████▊| 461/469 [00:42<00:00, 10.92it/s, v_num=9, loss/train=0.215, alignment/train=0.0844, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 98%|█████████▊| 461/469 [00:42<00:00, 10.92it/s, v_num=9, loss/train=0.210, alignment/train=0.0859, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 99%|█████████▊| 462/469 [00:42<00:00, 10.93it/s, v_num=9, loss/train=0.210, alignment/train=0.0859, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 99%|█████████▊| 462/469 [00:42<00:00, 10.93it/s, v_num=9, loss/train=0.245, alignment/train=0.0937, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 99%|█████████▊| 463/469 [00:42<00:00, 10.95it/s, v_num=9, loss/train=0.245, alignment/train=0.0937, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 99%|█████████▊| 463/469 [00:42<00:00, 10.95it/s, v_num=9, loss/train=0.237, alignment/train=0.0886, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 99%|█████████▉| 464/469 [00:42<00:00, 10.96it/s, v_num=9, loss/train=0.237, alignment/train=0.0886, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 99%|█████████▉| 464/469 [00:42<00:00, 10.96it/s, v_num=9, loss/train=0.253, alignment/train=0.0915, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 99%|█████████▉| 465/469 [00:42<00:00, 10.98it/s, v_num=9, loss/train=0.253, alignment/train=0.0915, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 99%|█████████▉| 465/469 [00:42<00:00, 10.98it/s, v_num=9, loss/train=0.201, alignment/train=0.0843, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 99%|█████████▉| 466/469 [00:42<00:00, 10.99it/s, v_num=9, loss/train=0.201, alignment/train=0.0843, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 99%|█████████▉| 466/469 [00:42<00:00, 10.99it/s, v_num=9, loss/train=0.264, alignment/train=0.0954, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 100%|█████████▉| 467/469 [00:42<00:00, 11.01it/s, v_num=9, loss/train=0.264, alignment/train=0.0954, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 100%|█████████▉| 467/469 [00:42<00:00, 11.01it/s, v_num=9, loss/train=0.210, alignment/train=0.0811, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 100%|█████████▉| 468/469 [00:42<00:00, 11.02it/s, v_num=9, loss/train=0.210, alignment/train=0.0811, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 100%|█████████▉| 468/469 [00:42<00:00, 11.02it/s, v_num=9, loss/train=0.214, alignment/train=0.0918, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 100%|██████████| 469/469 [00:42<00:00, 11.03it/s, v_num=9, loss/train=0.214, alignment/train=0.0918, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 100%|██████████| 469/469 [00:42<00:00, 11.03it/s, v_num=9, loss/train=0.146, alignment/train=0.0919, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
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Epoch 10: 100%|██████████| 469/469 [00:48<00:00, 9.69it/s, v_num=9, loss/train=0.146, alignment/train=0.0919, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 100%|██████████| 469/469 [00:48<00:00, 9.69it/s, v_num=9, loss/train=0.146, alignment/train=0.0919, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 0%| | 0/469 [00:00<?, ?it/s, v_num=9, loss/train=0.146, alignment/train=0.0919, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 0%| | 0/469 [00:00<?, ?it/s, v_num=9, loss/train=0.146, alignment/train=0.0919, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 0%| | 1/469 [00:01<11:29, 0.68it/s, v_num=9, loss/train=0.146, alignment/train=0.0919, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 0%| | 1/469 [00:01<11:32, 0.68it/s, v_num=9, loss/train=0.214, alignment/train=0.0874, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 0%| | 2/469 [00:01<06:33, 1.19it/s, v_num=9, loss/train=0.214, alignment/train=0.0874, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 0%| | 2/469 [00:01<06:33, 1.19it/s, v_num=9, loss/train=0.185, alignment/train=0.0793, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 1%| | 3/469 [00:01<04:30, 1.73it/s, v_num=9, loss/train=0.185, alignment/train=0.0793, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 1%| | 3/469 [00:01<04:30, 1.72it/s, v_num=9, loss/train=0.225, alignment/train=0.0847, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 1%| | 4/469 [00:01<03:34, 2.17it/s, v_num=9, loss/train=0.225, alignment/train=0.0847, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 1%| | 4/469 [00:01<03:34, 2.17it/s, v_num=9, loss/train=0.220, alignment/train=0.101, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 1%| | 5/469 [00:01<03:05, 2.51it/s, v_num=9, loss/train=0.220, alignment/train=0.101, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 1%| | 5/469 [00:01<03:05, 2.50it/s, v_num=9, loss/train=0.216, alignment/train=0.0886, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 1%|▏ | 6/469 [00:02<02:38, 2.92it/s, v_num=9, loss/train=0.216, alignment/train=0.0886, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 1%|▏ | 6/469 [00:02<02:38, 2.92it/s, v_num=9, loss/train=0.212, alignment/train=0.0838, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 1%|▏ | 7/469 [00:02<02:22, 3.25it/s, v_num=9, loss/train=0.212, alignment/train=0.0838, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 1%|▏ | 7/469 [00:02<02:22, 3.25it/s, v_num=9, loss/train=0.228, alignment/train=0.0869, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 2%|▏ | 8/469 [00:02<02:09, 3.55it/s, v_num=9, loss/train=0.228, alignment/train=0.0869, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 2%|▏ | 8/469 [00:02<02:09, 3.55it/s, v_num=9, loss/train=0.216, alignment/train=0.0732, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 2%|▏ | 9/469 [00:02<02:00, 3.82it/s, v_num=9, loss/train=0.216, alignment/train=0.0732, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 2%|▏ | 9/469 [00:02<02:00, 3.82it/s, v_num=9, loss/train=0.247, alignment/train=0.0901, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 2%|▏ | 10/469 [00:02<01:52, 4.08it/s, v_num=9, loss/train=0.247, alignment/train=0.0901, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 2%|▏ | 10/469 [00:02<01:52, 4.08it/s, v_num=9, loss/train=0.205, alignment/train=0.0943, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 2%|▏ | 11/469 [00:02<01:44, 4.39it/s, v_num=9, loss/train=0.205, alignment/train=0.0943, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 2%|▏ | 11/469 [00:02<01:44, 4.39it/s, v_num=9, loss/train=0.278, alignment/train=0.110, uniformity/train=-3.53, contrastive_acc/train=0.984, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 3%|▎ | 12/469 [00:02<01:37, 4.67it/s, v_num=9, loss/train=0.278, alignment/train=0.110, uniformity/train=-3.53, contrastive_acc/train=0.984, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 3%|▎ | 12/469 [00:02<01:37, 4.67it/s, v_num=9, loss/train=0.222, alignment/train=0.101, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 3%|▎ | 13/469 [00:02<01:33, 4.87it/s, v_num=9, loss/train=0.222, alignment/train=0.101, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 3%|▎ | 13/469 [00:02<01:33, 4.86it/s, v_num=9, loss/train=0.193, alignment/train=0.0813, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 3%|▎ | 14/469 [00:02<01:32, 4.95it/s, v_num=9, loss/train=0.193, alignment/train=0.0813, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 3%|▎ | 14/469 [00:02<01:32, 4.94it/s, v_num=9, loss/train=0.199, alignment/train=0.0842, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 3%|▎ | 15/469 [00:02<01:27, 5.16it/s, v_num=9, loss/train=0.199, alignment/train=0.0842, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 3%|▎ | 15/469 [00:02<01:27, 5.16it/s, v_num=9, loss/train=0.208, alignment/train=0.0856, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 3%|▎ | 16/469 [00:02<01:23, 5.40it/s, v_num=9, loss/train=0.208, alignment/train=0.0856, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 3%|▎ | 16/469 [00:02<01:23, 5.40it/s, v_num=9, loss/train=0.202, alignment/train=0.0897, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 4%|▎ | 17/469 [00:03<01:20, 5.62it/s, v_num=9, loss/train=0.202, alignment/train=0.0897, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 4%|▎ | 17/469 [00:03<01:20, 5.61it/s, v_num=9, loss/train=0.203, alignment/train=0.0852, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 4%|▍ | 18/469 [00:03<01:19, 5.64it/s, v_num=9, loss/train=0.203, alignment/train=0.0852, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 4%|▍ | 18/469 [00:03<01:19, 5.64it/s, v_num=9, loss/train=0.222, alignment/train=0.0897, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 4%|▍ | 19/469 [00:03<01:16, 5.86it/s, v_num=9, loss/train=0.222, alignment/train=0.0897, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 4%|▍ | 19/469 [00:03<01:16, 5.85it/s, v_num=9, loss/train=0.222, alignment/train=0.0932, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 4%|▍ | 20/469 [00:03<01:14, 6.06it/s, v_num=9, loss/train=0.222, alignment/train=0.0932, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 4%|▍ | 20/469 [00:03<01:14, 6.06it/s, v_num=9, loss/train=0.241, alignment/train=0.0828, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 4%|▍ | 21/469 [00:03<01:13, 6.08it/s, v_num=9, loss/train=0.241, alignment/train=0.0828, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 4%|▍ | 21/469 [00:03<01:13, 6.08it/s, v_num=9, loss/train=0.236, alignment/train=0.0886, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 5%|▍ | 22/469 [00:03<01:12, 6.18it/s, v_num=9, loss/train=0.236, alignment/train=0.0886, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 5%|▍ | 22/469 [00:03<01:12, 6.18it/s, v_num=9, loss/train=0.274, alignment/train=0.0943, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 5%|▍ | 23/469 [00:03<01:10, 6.32it/s, v_num=9, loss/train=0.274, alignment/train=0.0943, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 5%|▍ | 23/469 [00:03<01:10, 6.32it/s, v_num=9, loss/train=0.209, alignment/train=0.0837, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 5%|▌ | 24/469 [00:03<01:08, 6.46it/s, v_num=9, loss/train=0.209, alignment/train=0.0837, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 5%|▌ | 24/469 [00:03<01:08, 6.45it/s, v_num=9, loss/train=0.218, alignment/train=0.090, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 5%|▌ | 25/469 [00:03<01:07, 6.58it/s, v_num=9, loss/train=0.218, alignment/train=0.090, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 5%|▌ | 25/469 [00:03<01:07, 6.58it/s, v_num=9, loss/train=0.231, alignment/train=0.0867, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 6%|▌ | 26/469 [00:03<01:05, 6.74it/s, v_num=9, loss/train=0.231, alignment/train=0.0867, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 6%|▌ | 26/469 [00:03<01:05, 6.74it/s, v_num=9, loss/train=0.256, alignment/train=0.0939, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 6%|▌ | 27/469 [00:03<01:04, 6.84it/s, v_num=9, loss/train=0.256, alignment/train=0.0939, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 6%|▌ | 27/469 [00:03<01:04, 6.83it/s, v_num=9, loss/train=0.201, alignment/train=0.0748, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 6%|▌ | 28/469 [00:04<01:04, 6.87it/s, v_num=9, loss/train=0.201, alignment/train=0.0748, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 6%|▌ | 28/469 [00:04<01:04, 6.87it/s, v_num=9, loss/train=0.256, alignment/train=0.0942, uniformity/train=-3.51, contrastive_acc/train=0.988, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 6%|▌ | 29/469 [00:04<01:03, 6.93it/s, v_num=9, loss/train=0.256, alignment/train=0.0942, uniformity/train=-3.51, contrastive_acc/train=0.988, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 6%|▌ | 29/469 [00:04<01:03, 6.93it/s, v_num=9, loss/train=0.223, alignment/train=0.0865, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 6%|▋ | 30/469 [00:04<01:02, 7.08it/s, v_num=9, loss/train=0.223, alignment/train=0.0865, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 6%|▋ | 30/469 [00:04<01:02, 7.08it/s, v_num=9, loss/train=0.250, alignment/train=0.0913, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 7%|▋ | 31/469 [00:04<01:01, 7.16it/s, v_num=9, loss/train=0.250, alignment/train=0.0913, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 7%|▋ | 31/469 [00:04<01:01, 7.16it/s, v_num=9, loss/train=0.200, alignment/train=0.0856, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 7%|▋ | 32/469 [00:04<00:59, 7.30it/s, v_num=9, loss/train=0.200, alignment/train=0.0856, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 7%|▋ | 32/469 [00:04<00:59, 7.30it/s, v_num=9, loss/train=0.260, alignment/train=0.0893, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 7%|▋ | 33/469 [00:04<00:59, 7.35it/s, v_num=9, loss/train=0.260, alignment/train=0.0893, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 7%|▋ | 33/469 [00:04<00:59, 7.35it/s, v_num=9, loss/train=0.219, alignment/train=0.0937, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 7%|▋ | 34/469 [00:04<00:58, 7.38it/s, v_num=9, loss/train=0.219, alignment/train=0.0937, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 7%|▋ | 34/469 [00:04<00:58, 7.38it/s, v_num=9, loss/train=0.235, alignment/train=0.0975, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 7%|▋ | 35/469 [00:04<00:57, 7.50it/s, v_num=9, loss/train=0.235, alignment/train=0.0975, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 7%|▋ | 35/469 [00:04<00:57, 7.50it/s, v_num=9, loss/train=0.260, alignment/train=0.0969, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 8%|▊ | 36/469 [00:04<00:56, 7.63it/s, v_num=9, loss/train=0.260, alignment/train=0.0969, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 8%|▊ | 36/469 [00:04<00:56, 7.62it/s, v_num=9, loss/train=0.219, alignment/train=0.086, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 8%|▊ | 37/469 [00:04<00:55, 7.72it/s, v_num=9, loss/train=0.219, alignment/train=0.086, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 8%|▊ | 37/469 [00:04<00:55, 7.72it/s, v_num=9, loss/train=0.241, alignment/train=0.0927, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 8%|▊ | 38/469 [00:04<00:55, 7.70it/s, v_num=9, loss/train=0.241, alignment/train=0.0927, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 8%|▊ | 38/469 [00:04<00:56, 7.70it/s, v_num=9, loss/train=0.239, alignment/train=0.0767, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 8%|▊ | 39/469 [00:05<00:55, 7.70it/s, v_num=9, loss/train=0.239, alignment/train=0.0767, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 8%|▊ | 39/469 [00:05<00:55, 7.70it/s, v_num=9, loss/train=0.199, alignment/train=0.0741, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 9%|▊ | 40/469 [00:05<00:55, 7.79it/s, v_num=9, loss/train=0.199, alignment/train=0.0741, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 9%|▊ | 40/469 [00:05<00:55, 7.79it/s, v_num=9, loss/train=0.277, alignment/train=0.101, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 9%|▊ | 41/469 [00:05<00:54, 7.84it/s, v_num=9, loss/train=0.277, alignment/train=0.101, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 9%|▊ | 41/469 [00:05<00:54, 7.84it/s, v_num=9, loss/train=0.236, alignment/train=0.0947, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 9%|▉ | 42/469 [00:05<00:54, 7.90it/s, v_num=9, loss/train=0.236, alignment/train=0.0947, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 9%|▉ | 42/469 [00:05<00:54, 7.90it/s, v_num=9, loss/train=0.238, alignment/train=0.0835, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 9%|▉ | 43/469 [00:05<00:53, 7.93it/s, v_num=9, loss/train=0.238, alignment/train=0.0835, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 9%|▉ | 43/469 [00:05<00:53, 7.93it/s, v_num=9, loss/train=0.211, alignment/train=0.0965, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 9%|▉ | 44/469 [00:05<00:53, 8.00it/s, v_num=9, loss/train=0.211, alignment/train=0.0965, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 9%|▉ | 44/469 [00:05<00:53, 8.00it/s, v_num=9, loss/train=0.226, alignment/train=0.0831, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 10%|▉ | 45/469 [00:05<00:52, 8.10it/s, v_num=9, loss/train=0.226, alignment/train=0.0831, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 10%|▉ | 45/469 [00:05<00:52, 8.10it/s, v_num=9, loss/train=0.219, alignment/train=0.0912, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 10%|▉ | 46/469 [00:05<00:51, 8.19it/s, v_num=9, loss/train=0.219, alignment/train=0.0912, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 10%|▉ | 46/469 [00:05<00:51, 8.19it/s, v_num=9, loss/train=0.265, alignment/train=0.0976, uniformity/train=-3.49, contrastive_acc/train=0.984, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 10%|█ | 47/469 [00:05<00:51, 8.22it/s, v_num=9, loss/train=0.265, alignment/train=0.0976, uniformity/train=-3.49, contrastive_acc/train=0.984, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 10%|█ | 47/469 [00:05<00:51, 8.22it/s, v_num=9, loss/train=0.241, alignment/train=0.0957, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 10%|█ | 48/469 [00:05<00:51, 8.15it/s, v_num=9, loss/train=0.241, alignment/train=0.0957, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 10%|█ | 48/469 [00:05<00:51, 8.15it/s, v_num=9, loss/train=0.275, alignment/train=0.0968, uniformity/train=-3.49, contrastive_acc/train=0.988, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 10%|█ | 49/469 [00:05<00:50, 8.24it/s, v_num=9, loss/train=0.275, alignment/train=0.0968, uniformity/train=-3.49, contrastive_acc/train=0.988, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 10%|█ | 49/469 [00:05<00:50, 8.24it/s, v_num=9, loss/train=0.226, alignment/train=0.0891, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 11%|█ | 50/469 [00:06<00:50, 8.29it/s, v_num=9, loss/train=0.226, alignment/train=0.0891, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 11%|█ | 50/469 [00:06<00:50, 8.29it/s, v_num=9, loss/train=0.223, alignment/train=0.0824, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 11%|█ | 51/469 [00:06<00:50, 8.35it/s, v_num=9, loss/train=0.223, alignment/train=0.0824, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 11%|█ | 51/469 [00:06<00:50, 8.34it/s, v_num=9, loss/train=0.206, alignment/train=0.0885, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 11%|█ | 52/469 [00:06<00:49, 8.37it/s, v_num=9, loss/train=0.206, alignment/train=0.0885, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 11%|█ | 52/469 [00:06<00:49, 8.37it/s, v_num=9, loss/train=0.227, alignment/train=0.0852, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 11%|█▏ | 53/469 [00:06<00:49, 8.44it/s, v_num=9, loss/train=0.227, alignment/train=0.0852, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 11%|█▏ | 53/469 [00:06<00:49, 8.44it/s, v_num=9, loss/train=0.216, alignment/train=0.0687, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 12%|█▏ | 54/469 [00:06<00:49, 8.47it/s, v_num=9, loss/train=0.216, alignment/train=0.0687, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 12%|█▏ | 54/469 [00:06<00:49, 8.47it/s, v_num=9, loss/train=0.278, alignment/train=0.0781, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 12%|█▏ | 55/469 [00:06<00:48, 8.54it/s, v_num=9, loss/train=0.278, alignment/train=0.0781, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 12%|█▏ | 55/469 [00:06<00:48, 8.54it/s, v_num=9, loss/train=0.214, alignment/train=0.0852, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 12%|█▏ | 56/469 [00:06<00:48, 8.59it/s, v_num=9, loss/train=0.214, alignment/train=0.0852, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 12%|█▏ | 56/469 [00:06<00:48, 8.58it/s, v_num=9, loss/train=0.190, alignment/train=0.0849, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 12%|█▏ | 57/469 [00:06<00:47, 8.61it/s, v_num=9, loss/train=0.190, alignment/train=0.0849, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 12%|█▏ | 57/469 [00:06<00:47, 8.60it/s, v_num=9, loss/train=0.228, alignment/train=0.0938, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 12%|█▏ | 58/469 [00:06<00:47, 8.67it/s, v_num=9, loss/train=0.228, alignment/train=0.0938, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 12%|█▏ | 58/469 [00:06<00:47, 8.67it/s, v_num=9, loss/train=0.238, alignment/train=0.0795, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 13%|█▎ | 59/469 [00:06<00:47, 8.68it/s, v_num=9, loss/train=0.238, alignment/train=0.0795, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 13%|█▎ | 59/469 [00:06<00:47, 8.68it/s, v_num=9, loss/train=0.226, alignment/train=0.084, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 13%|█▎ | 60/469 [00:06<00:46, 8.73it/s, v_num=9, loss/train=0.226, alignment/train=0.084, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 13%|█▎ | 60/469 [00:06<00:46, 8.73it/s, v_num=9, loss/train=0.207, alignment/train=0.0785, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 13%|█▎ | 61/469 [00:06<00:46, 8.74it/s, v_num=9, loss/train=0.207, alignment/train=0.0785, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 13%|█▎ | 61/469 [00:06<00:46, 8.74it/s, v_num=9, loss/train=0.204, alignment/train=0.0805, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 13%|█▎ | 62/469 [00:07<00:46, 8.71it/s, v_num=9, loss/train=0.204, alignment/train=0.0805, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 13%|█▎ | 62/469 [00:07<00:46, 8.70it/s, v_num=9, loss/train=0.211, alignment/train=0.0906, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 13%|█▎ | 63/469 [00:07<00:46, 8.77it/s, v_num=9, loss/train=0.211, alignment/train=0.0906, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 13%|█▎ | 63/469 [00:07<00:46, 8.77it/s, v_num=9, loss/train=0.204, alignment/train=0.0727, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 14%|█▎ | 64/469 [00:07<00:46, 8.79it/s, v_num=9, loss/train=0.204, alignment/train=0.0727, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 14%|█▎ | 64/469 [00:07<00:46, 8.79it/s, v_num=9, loss/train=0.239, alignment/train=0.0955, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 14%|█▍ | 65/469 [00:07<00:45, 8.86it/s, v_num=9, loss/train=0.239, alignment/train=0.0955, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 14%|█▍ | 65/469 [00:07<00:45, 8.86it/s, v_num=9, loss/train=0.197, alignment/train=0.0906, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 14%|█▍ | 66/469 [00:07<00:45, 8.84it/s, v_num=9, loss/train=0.197, alignment/train=0.0906, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 14%|█▍ | 66/469 [00:07<00:45, 8.84it/s, v_num=9, loss/train=0.260, alignment/train=0.0957, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 14%|█▍ | 67/469 [00:07<00:45, 8.86it/s, v_num=9, loss/train=0.260, alignment/train=0.0957, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 14%|█▍ | 67/469 [00:07<00:45, 8.86it/s, v_num=9, loss/train=0.182, alignment/train=0.0835, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 14%|█▍ | 68/469 [00:07<00:44, 8.92it/s, v_num=9, loss/train=0.182, alignment/train=0.0835, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 14%|█▍ | 68/469 [00:07<00:44, 8.92it/s, v_num=9, loss/train=0.188, alignment/train=0.0853, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 15%|█▍ | 69/469 [00:07<00:44, 8.93it/s, v_num=9, loss/train=0.188, alignment/train=0.0853, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 15%|█▍ | 69/469 [00:07<00:44, 8.93it/s, v_num=9, loss/train=0.246, alignment/train=0.0942, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 15%|█▍ | 70/469 [00:07<00:44, 8.95it/s, v_num=9, loss/train=0.246, alignment/train=0.0942, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 15%|█▍ | 70/469 [00:07<00:44, 8.95it/s, v_num=9, loss/train=0.238, alignment/train=0.0946, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 15%|█▌ | 71/469 [00:07<00:44, 9.00it/s, v_num=9, loss/train=0.238, alignment/train=0.0946, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 15%|█▌ | 71/469 [00:07<00:44, 9.00it/s, v_num=9, loss/train=0.239, alignment/train=0.101, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 15%|█▌ | 72/469 [00:08<00:44, 8.99it/s, v_num=9, loss/train=0.239, alignment/train=0.101, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 15%|█▌ | 72/469 [00:08<00:44, 8.99it/s, v_num=9, loss/train=0.201, alignment/train=0.0743, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 16%|█▌ | 73/469 [00:08<00:43, 9.02it/s, v_num=9, loss/train=0.201, alignment/train=0.0743, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 16%|█▌ | 73/469 [00:08<00:43, 9.02it/s, v_num=9, loss/train=0.207, alignment/train=0.0814, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 16%|█▌ | 74/469 [00:08<00:43, 9.07it/s, v_num=9, loss/train=0.207, alignment/train=0.0814, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 16%|█▌ | 74/469 [00:08<00:43, 9.06it/s, v_num=9, loss/train=0.195, alignment/train=0.080, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 16%|█▌ | 75/469 [00:08<00:43, 9.12it/s, v_num=9, loss/train=0.195, alignment/train=0.080, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 16%|█▌ | 75/469 [00:08<00:43, 9.12it/s, v_num=9, loss/train=0.203, alignment/train=0.0916, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 16%|█▌ | 76/469 [00:08<00:42, 9.18it/s, v_num=9, loss/train=0.203, alignment/train=0.0916, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 16%|█▌ | 76/469 [00:08<00:42, 9.18it/s, v_num=9, loss/train=0.202, alignment/train=0.0898, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 16%|█▋ | 77/469 [00:08<00:42, 9.19it/s, v_num=9, loss/train=0.202, alignment/train=0.0898, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 16%|█▋ | 77/469 [00:08<00:42, 9.18it/s, v_num=9, loss/train=0.221, alignment/train=0.0886, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 17%|█▋ | 78/469 [00:08<00:42, 9.16it/s, v_num=9, loss/train=0.221, alignment/train=0.0886, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 17%|█▋ | 78/469 [00:08<00:42, 9.16it/s, v_num=9, loss/train=0.234, alignment/train=0.0878, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 17%|█▋ | 79/469 [00:08<00:42, 9.17it/s, v_num=9, loss/train=0.234, alignment/train=0.0878, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 17%|█▋ | 79/469 [00:08<00:42, 9.16it/s, v_num=9, loss/train=0.198, alignment/train=0.0792, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 17%|█▋ | 80/469 [00:08<00:42, 9.17it/s, v_num=9, loss/train=0.198, alignment/train=0.0792, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 17%|█▋ | 80/469 [00:08<00:42, 9.17it/s, v_num=9, loss/train=0.260, alignment/train=0.0946, uniformity/train=-3.49, contrastive_acc/train=0.984, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 17%|█▋ | 81/469 [00:08<00:42, 9.22it/s, v_num=9, loss/train=0.260, alignment/train=0.0946, uniformity/train=-3.49, contrastive_acc/train=0.984, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 17%|█▋ | 81/469 [00:08<00:42, 9.22it/s, v_num=9, loss/train=0.201, alignment/train=0.0824, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 17%|█▋ | 82/469 [00:08<00:41, 9.27it/s, v_num=9, loss/train=0.201, alignment/train=0.0824, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 17%|█▋ | 82/469 [00:08<00:41, 9.27it/s, v_num=9, loss/train=0.181, alignment/train=0.0885, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 18%|█▊ | 83/469 [00:08<00:41, 9.32it/s, v_num=9, loss/train=0.181, alignment/train=0.0885, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 18%|█▊ | 83/469 [00:08<00:41, 9.32it/s, v_num=9, loss/train=0.214, alignment/train=0.0856, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 18%|█▊ | 84/469 [00:08<00:41, 9.37it/s, v_num=9, loss/train=0.214, alignment/train=0.0856, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 18%|█▊ | 84/469 [00:08<00:41, 9.37it/s, v_num=9, loss/train=0.229, alignment/train=0.0898, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 18%|█▊ | 85/469 [00:09<00:41, 9.28it/s, v_num=9, loss/train=0.229, alignment/train=0.0898, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 18%|█▊ | 85/469 [00:09<00:41, 9.28it/s, v_num=9, loss/train=0.244, alignment/train=0.0887, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 18%|█▊ | 86/469 [00:09<00:41, 9.29it/s, v_num=9, loss/train=0.244, alignment/train=0.0887, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 18%|█▊ | 86/469 [00:09<00:41, 9.29it/s, v_num=9, loss/train=0.213, alignment/train=0.073, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 19%|█▊ | 87/469 [00:09<00:40, 9.34it/s, v_num=9, loss/train=0.213, alignment/train=0.073, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 19%|█▊ | 87/469 [00:09<00:40, 9.34it/s, v_num=9, loss/train=0.282, alignment/train=0.091, uniformity/train=-3.49, contrastive_acc/train=0.984, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 19%|█▉ | 88/469 [00:09<00:40, 9.36it/s, v_num=9, loss/train=0.282, alignment/train=0.091, uniformity/train=-3.49, contrastive_acc/train=0.984, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 19%|█▉ | 88/469 [00:09<00:40, 9.35it/s, v_num=9, loss/train=0.263, alignment/train=0.105, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 19%|█▉ | 89/469 [00:09<00:40, 9.36it/s, v_num=9, loss/train=0.263, alignment/train=0.105, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 19%|█▉ | 89/469 [00:09<00:40, 9.35it/s, v_num=9, loss/train=0.218, alignment/train=0.0834, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 19%|█▉ | 90/469 [00:09<00:40, 9.38it/s, v_num=9, loss/train=0.218, alignment/train=0.0834, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 19%|█▉ | 90/469 [00:09<00:40, 9.38it/s, v_num=9, loss/train=0.195, alignment/train=0.097, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 19%|█▉ | 91/469 [00:09<00:40, 9.43it/s, v_num=9, loss/train=0.195, alignment/train=0.097, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 19%|█▉ | 91/469 [00:09<00:40, 9.42it/s, v_num=9, loss/train=0.238, alignment/train=0.0915, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 20%|█▉ | 92/469 [00:09<00:39, 9.43it/s, v_num=9, loss/train=0.238, alignment/train=0.0915, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 20%|█▉ | 92/469 [00:09<00:39, 9.43it/s, v_num=9, loss/train=0.218, alignment/train=0.0866, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 20%|█▉ | 93/469 [00:09<00:39, 9.42it/s, v_num=9, loss/train=0.218, alignment/train=0.0866, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 20%|█▉ | 93/469 [00:09<00:39, 9.42it/s, v_num=9, loss/train=0.205, alignment/train=0.0887, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 20%|██ | 94/469 [00:09<00:39, 9.45it/s, v_num=9, loss/train=0.205, alignment/train=0.0887, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 20%|██ | 94/469 [00:09<00:39, 9.45it/s, v_num=9, loss/train=0.291, alignment/train=0.101, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 20%|██ | 95/469 [00:10<00:39, 9.49it/s, v_num=9, loss/train=0.291, alignment/train=0.101, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 20%|██ | 95/469 [00:10<00:39, 9.48it/s, v_num=9, loss/train=0.212, alignment/train=0.0946, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 20%|██ | 96/469 [00:10<00:39, 9.49it/s, v_num=9, loss/train=0.212, alignment/train=0.0946, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 20%|██ | 96/469 [00:10<00:39, 9.49it/s, v_num=9, loss/train=0.223, alignment/train=0.0907, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 21%|██ | 97/469 [00:10<00:39, 9.54it/s, v_num=9, loss/train=0.223, alignment/train=0.0907, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 21%|██ | 97/469 [00:10<00:39, 9.53it/s, v_num=9, loss/train=0.221, alignment/train=0.0894, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 21%|██ | 98/469 [00:10<00:38, 9.53it/s, v_num=9, loss/train=0.221, alignment/train=0.0894, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 21%|██ | 98/469 [00:10<00:38, 9.53it/s, v_num=9, loss/train=0.213, alignment/train=0.0876, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 21%|██ | 99/469 [00:10<00:38, 9.52it/s, v_num=9, loss/train=0.213, alignment/train=0.0876, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 21%|██ | 99/469 [00:10<00:38, 9.52it/s, v_num=9, loss/train=0.254, alignment/train=0.0801, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 21%|██▏ | 100/469 [00:10<00:38, 9.53it/s, v_num=9, loss/train=0.254, alignment/train=0.0801, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 21%|██▏ | 100/469 [00:10<00:38, 9.52it/s, v_num=9, loss/train=0.200, alignment/train=0.0773, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 22%|██▏ | 101/469 [00:10<00:38, 9.57it/s, v_num=9, loss/train=0.200, alignment/train=0.0773, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 22%|██▏ | 101/469 [00:10<00:38, 9.56it/s, v_num=9, loss/train=0.212, alignment/train=0.0838, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 22%|██▏ | 102/469 [00:10<00:38, 9.59it/s, v_num=9, loss/train=0.212, alignment/train=0.0838, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 22%|██▏ | 102/469 [00:10<00:38, 9.59it/s, v_num=9, loss/train=0.241, alignment/train=0.0828, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 22%|██▏ | 103/469 [00:10<00:38, 9.60it/s, v_num=9, loss/train=0.241, alignment/train=0.0828, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 22%|██▏ | 103/469 [00:10<00:38, 9.60it/s, v_num=9, loss/train=0.241, alignment/train=0.0843, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 22%|██▏ | 104/469 [00:10<00:37, 9.63it/s, v_num=9, loss/train=0.241, alignment/train=0.0843, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 22%|██▏ | 104/469 [00:10<00:37, 9.63it/s, v_num=9, loss/train=0.251, alignment/train=0.0917, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 22%|██▏ | 105/469 [00:10<00:37, 9.63it/s, v_num=9, loss/train=0.251, alignment/train=0.0917, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 22%|██▏ | 105/469 [00:10<00:37, 9.63it/s, v_num=9, loss/train=0.228, alignment/train=0.0954, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 23%|██▎ | 106/469 [00:11<00:37, 9.61it/s, v_num=9, loss/train=0.228, alignment/train=0.0954, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 23%|██▎ | 106/469 [00:11<00:37, 9.61it/s, v_num=9, loss/train=0.197, alignment/train=0.0821, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 23%|██▎ | 107/469 [00:11<00:37, 9.64it/s, v_num=9, loss/train=0.197, alignment/train=0.0821, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 23%|██▎ | 107/469 [00:11<00:37, 9.64it/s, v_num=9, loss/train=0.223, alignment/train=0.0768, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 23%|██▎ | 108/469 [00:11<00:37, 9.68it/s, v_num=9, loss/train=0.223, alignment/train=0.0768, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 23%|██▎ | 108/469 [00:11<00:37, 9.68it/s, v_num=9, loss/train=0.256, alignment/train=0.0867, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 23%|██▎ | 109/469 [00:11<00:37, 9.68it/s, v_num=9, loss/train=0.256, alignment/train=0.0867, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 23%|██▎ | 109/469 [00:11<00:37, 9.68it/s, v_num=9, loss/train=0.225, alignment/train=0.0945, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 23%|██▎ | 110/469 [00:11<00:36, 9.72it/s, v_num=9, loss/train=0.225, alignment/train=0.0945, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 23%|██▎ | 110/469 [00:11<00:36, 9.72it/s, v_num=9, loss/train=0.218, alignment/train=0.0925, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 24%|██▎ | 111/469 [00:11<00:36, 9.70it/s, v_num=9, loss/train=0.218, alignment/train=0.0925, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 24%|██▎ | 111/469 [00:11<00:36, 9.70it/s, v_num=9, loss/train=0.230, alignment/train=0.0863, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 24%|██▍ | 112/469 [00:11<00:36, 9.70it/s, v_num=9, loss/train=0.230, alignment/train=0.0863, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 24%|██▍ | 112/469 [00:11<00:36, 9.70it/s, v_num=9, loss/train=0.229, alignment/train=0.0877, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 24%|██▍ | 113/469 [00:11<00:36, 9.74it/s, v_num=9, loss/train=0.229, alignment/train=0.0877, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 24%|██▍ | 113/469 [00:11<00:36, 9.74it/s, v_num=9, loss/train=0.256, alignment/train=0.0876, uniformity/train=-3.49, contrastive_acc/train=0.988, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 24%|██▍ | 114/469 [00:11<00:36, 9.78it/s, v_num=9, loss/train=0.256, alignment/train=0.0876, uniformity/train=-3.49, contrastive_acc/train=0.988, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 24%|██▍ | 114/469 [00:11<00:36, 9.77it/s, v_num=9, loss/train=0.230, alignment/train=0.0875, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 25%|██▍ | 115/469 [00:11<00:36, 9.77it/s, v_num=9, loss/train=0.230, alignment/train=0.0875, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 25%|██▍ | 115/469 [00:11<00:36, 9.76it/s, v_num=9, loss/train=0.225, alignment/train=0.0944, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 25%|██▍ | 116/469 [00:11<00:36, 9.77it/s, v_num=9, loss/train=0.225, alignment/train=0.0944, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 25%|██▍ | 116/469 [00:11<00:36, 9.77it/s, v_num=9, loss/train=0.229, alignment/train=0.0996, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 25%|██▍ | 117/469 [00:11<00:36, 9.76it/s, v_num=9, loss/train=0.229, alignment/train=0.0996, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 25%|██▍ | 117/469 [00:11<00:36, 9.76it/s, v_num=9, loss/train=0.251, alignment/train=0.0828, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 25%|██▌ | 118/469 [00:12<00:35, 9.79it/s, v_num=9, loss/train=0.251, alignment/train=0.0828, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 25%|██▌ | 118/469 [00:12<00:35, 9.79it/s, v_num=9, loss/train=0.182, alignment/train=0.0812, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 25%|██▌ | 119/469 [00:12<00:35, 9.81it/s, v_num=9, loss/train=0.182, alignment/train=0.0812, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 25%|██▌ | 119/469 [00:12<00:35, 9.81it/s, v_num=9, loss/train=0.215, alignment/train=0.0957, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 26%|██▌ | 120/469 [00:12<00:35, 9.82it/s, v_num=9, loss/train=0.215, alignment/train=0.0957, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 26%|██▌ | 120/469 [00:12<00:35, 9.82it/s, v_num=9, loss/train=0.244, alignment/train=0.0861, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 26%|██▌ | 121/469 [00:12<00:35, 9.83it/s, v_num=9, loss/train=0.244, alignment/train=0.0861, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 26%|██▌ | 121/469 [00:12<00:35, 9.82it/s, v_num=9, loss/train=0.213, alignment/train=0.0924, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 26%|██▌ | 122/469 [00:12<00:35, 9.83it/s, v_num=9, loss/train=0.213, alignment/train=0.0924, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 26%|██▌ | 122/469 [00:12<00:35, 9.83it/s, v_num=9, loss/train=0.226, alignment/train=0.0888, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 26%|██▌ | 123/469 [00:12<00:35, 9.86it/s, v_num=9, loss/train=0.226, alignment/train=0.0888, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 26%|██▌ | 123/469 [00:12<00:35, 9.86it/s, v_num=9, loss/train=0.274, alignment/train=0.092, uniformity/train=-3.51, contrastive_acc/train=0.988, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 26%|██▋ | 124/469 [00:12<00:34, 9.90it/s, v_num=9, loss/train=0.274, alignment/train=0.092, uniformity/train=-3.51, contrastive_acc/train=0.988, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 26%|██▋ | 124/469 [00:12<00:34, 9.90it/s, v_num=9, loss/train=0.257, alignment/train=0.101, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 27%|██▋ | 125/469 [00:12<00:34, 9.89it/s, v_num=9, loss/train=0.257, alignment/train=0.101, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 27%|██▋ | 125/469 [00:12<00:34, 9.89it/s, v_num=9, loss/train=0.212, alignment/train=0.0928, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 27%|██▋ | 126/469 [00:12<00:34, 9.83it/s, v_num=9, loss/train=0.212, alignment/train=0.0928, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 27%|██▋ | 126/469 [00:12<00:34, 9.83it/s, v_num=9, loss/train=0.218, alignment/train=0.0838, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 27%|██▋ | 127/469 [00:12<00:34, 9.87it/s, v_num=9, loss/train=0.218, alignment/train=0.0838, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 27%|██▋ | 127/469 [00:12<00:34, 9.87it/s, v_num=9, loss/train=0.251, alignment/train=0.0834, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 27%|██▋ | 128/469 [00:12<00:34, 9.90it/s, v_num=9, loss/train=0.251, alignment/train=0.0834, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 27%|██▋ | 128/469 [00:12<00:34, 9.90it/s, v_num=9, loss/train=0.213, alignment/train=0.0889, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 28%|██▊ | 129/469 [00:13<00:34, 9.91it/s, v_num=9, loss/train=0.213, alignment/train=0.0889, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 28%|██▊ | 129/469 [00:13<00:34, 9.91it/s, v_num=9, loss/train=0.252, alignment/train=0.0827, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 28%|██▊ | 130/469 [00:13<00:34, 9.94it/s, v_num=9, loss/train=0.252, alignment/train=0.0827, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 28%|██▊ | 130/469 [00:13<00:34, 9.94it/s, v_num=9, loss/train=0.263, alignment/train=0.107, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 28%|██▊ | 131/469 [00:13<00:34, 9.88it/s, v_num=9, loss/train=0.263, alignment/train=0.107, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 28%|██▊ | 131/469 [00:13<00:34, 9.88it/s, v_num=9, loss/train=0.246, alignment/train=0.0896, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 28%|██▊ | 132/469 [00:13<00:33, 9.92it/s, v_num=9, loss/train=0.246, alignment/train=0.0896, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 28%|██▊ | 132/469 [00:13<00:33, 9.91it/s, v_num=9, loss/train=0.211, alignment/train=0.0853, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 28%|██▊ | 133/469 [00:13<00:33, 9.94it/s, v_num=9, loss/train=0.211, alignment/train=0.0853, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 28%|██▊ | 133/469 [00:13<00:33, 9.94it/s, v_num=9, loss/train=0.295, alignment/train=0.0896, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 29%|██▊ | 134/469 [00:13<00:33, 9.97it/s, v_num=9, loss/train=0.295, alignment/train=0.0896, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 29%|██▊ | 134/469 [00:13<00:33, 9.97it/s, v_num=9, loss/train=0.279, alignment/train=0.094, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 29%|██▉ | 135/469 [00:13<00:33, 9.94it/s, v_num=9, loss/train=0.279, alignment/train=0.094, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 29%|██▉ | 135/469 [00:13<00:33, 9.93it/s, v_num=9, loss/train=0.228, alignment/train=0.0852, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 29%|██▉ | 136/469 [00:13<00:33, 9.92it/s, v_num=9, loss/train=0.228, alignment/train=0.0852, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 29%|██▉ | 136/469 [00:13<00:33, 9.92it/s, v_num=9, loss/train=0.239, alignment/train=0.0954, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 29%|██▉ | 137/469 [00:13<00:33, 9.95it/s, v_num=9, loss/train=0.239, alignment/train=0.0954, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 29%|██▉ | 137/469 [00:13<00:33, 9.95it/s, v_num=9, loss/train=0.219, alignment/train=0.0802, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 29%|██▉ | 138/469 [00:13<00:33, 9.97it/s, v_num=9, loss/train=0.219, alignment/train=0.0802, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 29%|██▉ | 138/469 [00:13<00:33, 9.97it/s, v_num=9, loss/train=0.194, alignment/train=0.0814, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 30%|██▉ | 139/469 [00:13<00:33, 9.95it/s, v_num=9, loss/train=0.194, alignment/train=0.0814, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 30%|██▉ | 139/469 [00:13<00:33, 9.95it/s, v_num=9, loss/train=0.256, alignment/train=0.0826, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 30%|██▉ | 140/469 [00:14<00:32, 9.98it/s, v_num=9, loss/train=0.256, alignment/train=0.0826, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 30%|██▉ | 140/469 [00:14<00:32, 9.98it/s, v_num=9, loss/train=0.217, alignment/train=0.0902, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 30%|███ | 141/469 [00:14<00:32, 10.00it/s, v_num=9, loss/train=0.217, alignment/train=0.0902, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 30%|███ | 141/469 [00:14<00:32, 10.00it/s, v_num=9, loss/train=0.237, alignment/train=0.0899, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 30%|███ | 142/469 [00:14<00:32, 9.99it/s, v_num=9, loss/train=0.237, alignment/train=0.0899, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 30%|███ | 142/469 [00:14<00:32, 9.99it/s, v_num=9, loss/train=0.202, alignment/train=0.0809, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 30%|███ | 143/469 [00:14<00:32, 10.00it/s, v_num=9, loss/train=0.202, alignment/train=0.0809, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 30%|███ | 143/469 [00:14<00:32, 10.00it/s, v_num=9, loss/train=0.260, alignment/train=0.0926, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 31%|███ | 144/469 [00:14<00:32, 10.00it/s, v_num=9, loss/train=0.260, alignment/train=0.0926, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 31%|███ | 144/469 [00:14<00:32, 10.00it/s, v_num=9, loss/train=0.228, alignment/train=0.0905, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 31%|███ | 145/469 [00:14<00:32, 10.03it/s, v_num=9, loss/train=0.228, alignment/train=0.0905, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 31%|███ | 145/469 [00:14<00:32, 10.03it/s, v_num=9, loss/train=0.213, alignment/train=0.0736, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 31%|███ | 146/469 [00:14<00:32, 10.06it/s, v_num=9, loss/train=0.213, alignment/train=0.0736, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 31%|███ | 146/469 [00:14<00:32, 10.06it/s, v_num=9, loss/train=0.191, alignment/train=0.0878, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 31%|███▏ | 147/469 [00:14<00:32, 10.03it/s, v_num=9, loss/train=0.191, alignment/train=0.0878, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 31%|███▏ | 147/469 [00:14<00:32, 10.03it/s, v_num=9, loss/train=0.202, alignment/train=0.0814, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 32%|███▏ | 148/469 [00:14<00:31, 10.03it/s, v_num=9, loss/train=0.202, alignment/train=0.0814, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 32%|███▏ | 148/469 [00:14<00:32, 10.03it/s, v_num=9, loss/train=0.276, alignment/train=0.0872, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 32%|███▏ | 149/469 [00:14<00:31, 10.05it/s, v_num=9, loss/train=0.276, alignment/train=0.0872, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 32%|███▏ | 149/469 [00:14<00:31, 10.05it/s, v_num=9, loss/train=0.202, alignment/train=0.0904, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 32%|███▏ | 150/469 [00:14<00:31, 10.08it/s, v_num=9, loss/train=0.202, alignment/train=0.0904, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 32%|███▏ | 150/469 [00:14<00:31, 10.08it/s, v_num=9, loss/train=0.232, alignment/train=0.0828, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 32%|███▏ | 151/469 [00:14<00:31, 10.11it/s, v_num=9, loss/train=0.232, alignment/train=0.0828, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 32%|███▏ | 151/469 [00:14<00:31, 10.11it/s, v_num=9, loss/train=0.243, alignment/train=0.0778, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 32%|███▏ | 152/469 [00:15<00:31, 10.08it/s, v_num=9, loss/train=0.243, alignment/train=0.0778, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 32%|███▏ | 152/469 [00:15<00:31, 10.08it/s, v_num=9, loss/train=0.252, alignment/train=0.103, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 33%|███▎ | 153/469 [00:15<00:31, 10.06it/s, v_num=9, loss/train=0.252, alignment/train=0.103, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 33%|███▎ | 153/469 [00:15<00:31, 10.06it/s, v_num=9, loss/train=0.239, alignment/train=0.0903, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 33%|███▎ | 154/469 [00:15<00:31, 10.07it/s, v_num=9, loss/train=0.239, alignment/train=0.0903, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 33%|███▎ | 154/469 [00:15<00:31, 10.07it/s, v_num=9, loss/train=0.194, alignment/train=0.0813, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 33%|███▎ | 155/469 [00:15<00:31, 10.10it/s, v_num=9, loss/train=0.194, alignment/train=0.0813, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 33%|███▎ | 155/469 [00:15<00:31, 10.10it/s, v_num=9, loss/train=0.213, alignment/train=0.0894, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 33%|███▎ | 156/469 [00:15<00:31, 10.08it/s, v_num=9, loss/train=0.213, alignment/train=0.0894, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 33%|███▎ | 156/469 [00:15<00:31, 10.08it/s, v_num=9, loss/train=0.244, alignment/train=0.0937, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 33%|███▎ | 157/469 [00:15<00:30, 10.08it/s, v_num=9, loss/train=0.244, alignment/train=0.0937, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 33%|███▎ | 157/469 [00:15<00:30, 10.08it/s, v_num=9, loss/train=0.278, alignment/train=0.0987, uniformity/train=-3.48, contrastive_acc/train=0.984, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 34%|███▎ | 158/469 [00:15<00:30, 10.10it/s, v_num=9, loss/train=0.278, alignment/train=0.0987, uniformity/train=-3.48, contrastive_acc/train=0.984, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 34%|███▎ | 158/469 [00:15<00:30, 10.10it/s, v_num=9, loss/train=0.205, alignment/train=0.0837, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 34%|███▍ | 159/469 [00:15<00:30, 10.13it/s, v_num=9, loss/train=0.205, alignment/train=0.0837, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 34%|███▍ | 159/469 [00:15<00:30, 10.13it/s, v_num=9, loss/train=0.208, alignment/train=0.0807, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 34%|███▍ | 160/469 [00:15<00:30, 10.13it/s, v_num=9, loss/train=0.208, alignment/train=0.0807, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 34%|███▍ | 160/469 [00:15<00:30, 10.13it/s, v_num=9, loss/train=0.195, alignment/train=0.0815, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 34%|███▍ | 161/469 [00:15<00:30, 10.15it/s, v_num=9, loss/train=0.195, alignment/train=0.0815, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 34%|███▍ | 161/469 [00:15<00:30, 10.15it/s, v_num=9, loss/train=0.191, alignment/train=0.0746, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 35%|███▍ | 162/469 [00:16<00:30, 10.11it/s, v_num=9, loss/train=0.191, alignment/train=0.0746, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 35%|███▍ | 162/469 [00:16<00:30, 10.11it/s, v_num=9, loss/train=0.211, alignment/train=0.0879, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 35%|███▍ | 163/469 [00:16<00:30, 10.10it/s, v_num=9, loss/train=0.211, alignment/train=0.0879, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 35%|███▍ | 163/469 [00:16<00:30, 10.10it/s, v_num=9, loss/train=0.247, alignment/train=0.0798, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 35%|███▍ | 164/469 [00:16<00:30, 10.13it/s, v_num=9, loss/train=0.247, alignment/train=0.0798, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 35%|███▍ | 164/469 [00:16<00:30, 10.13it/s, v_num=9, loss/train=0.234, alignment/train=0.083, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 35%|███▌ | 165/469 [00:16<00:29, 10.15it/s, v_num=9, loss/train=0.234, alignment/train=0.083, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 35%|███▌ | 165/469 [00:16<00:29, 10.15it/s, v_num=9, loss/train=0.230, alignment/train=0.0805, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 35%|███▌ | 166/469 [00:16<00:29, 10.15it/s, v_num=9, loss/train=0.230, alignment/train=0.0805, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 35%|███▌ | 166/469 [00:16<00:29, 10.15it/s, v_num=9, loss/train=0.244, alignment/train=0.0974, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 36%|███▌ | 167/469 [00:16<00:29, 10.13it/s, v_num=9, loss/train=0.244, alignment/train=0.0974, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 36%|███▌ | 167/469 [00:16<00:29, 10.13it/s, v_num=9, loss/train=0.230, alignment/train=0.080, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 36%|███▌ | 168/469 [00:16<00:29, 10.15it/s, v_num=9, loss/train=0.230, alignment/train=0.080, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 36%|███▌ | 168/469 [00:16<00:29, 10.15it/s, v_num=9, loss/train=0.233, alignment/train=0.0754, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 36%|███▌ | 169/469 [00:16<00:29, 10.15it/s, v_num=9, loss/train=0.233, alignment/train=0.0754, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 36%|███▌ | 169/469 [00:16<00:29, 10.15it/s, v_num=9, loss/train=0.212, alignment/train=0.0775, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 36%|███▌ | 170/469 [00:16<00:29, 10.16it/s, v_num=9, loss/train=0.212, alignment/train=0.0775, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 36%|███▌ | 170/469 [00:16<00:29, 10.16it/s, v_num=9, loss/train=0.257, alignment/train=0.0894, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 36%|███▋ | 171/469 [00:16<00:29, 10.18it/s, v_num=9, loss/train=0.257, alignment/train=0.0894, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 36%|███▋ | 171/469 [00:16<00:29, 10.18it/s, v_num=9, loss/train=0.257, alignment/train=0.104, uniformity/train=-3.52, contrastive_acc/train=0.984, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 37%|███▋ | 172/469 [00:16<00:29, 10.17it/s, v_num=9, loss/train=0.257, alignment/train=0.104, uniformity/train=-3.52, contrastive_acc/train=0.984, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 37%|███▋ | 172/469 [00:16<00:29, 10.17it/s, v_num=9, loss/train=0.218, alignment/train=0.086, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 37%|███▋ | 173/469 [00:16<00:29, 10.19it/s, v_num=9, loss/train=0.218, alignment/train=0.086, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 37%|███▋ | 173/469 [00:16<00:29, 10.19it/s, v_num=9, loss/train=0.217, alignment/train=0.0833, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 37%|███▋ | 174/469 [00:17<00:28, 10.20it/s, v_num=9, loss/train=0.217, alignment/train=0.0833, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 37%|███▋ | 174/469 [00:17<00:28, 10.20it/s, v_num=9, loss/train=0.244, alignment/train=0.0821, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 37%|███▋ | 175/469 [00:17<00:28, 10.23it/s, v_num=9, loss/train=0.244, alignment/train=0.0821, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 37%|███▋ | 175/469 [00:17<00:28, 10.22it/s, v_num=9, loss/train=0.214, alignment/train=0.0887, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 38%|███▊ | 176/469 [00:17<00:28, 10.22it/s, v_num=9, loss/train=0.214, alignment/train=0.0887, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 38%|███▊ | 176/469 [00:17<00:28, 10.22it/s, v_num=9, loss/train=0.230, alignment/train=0.101, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 38%|███▊ | 177/469 [00:17<00:28, 10.20it/s, v_num=9, loss/train=0.230, alignment/train=0.101, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 38%|███▊ | 177/469 [00:17<00:28, 10.20it/s, v_num=9, loss/train=0.199, alignment/train=0.0854, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 38%|███▊ | 178/469 [00:17<00:28, 10.21it/s, v_num=9, loss/train=0.199, alignment/train=0.0854, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 38%|███▊ | 178/469 [00:17<00:28, 10.21it/s, v_num=9, loss/train=0.210, alignment/train=0.0959, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 38%|███▊ | 179/469 [00:17<00:28, 10.23it/s, v_num=9, loss/train=0.210, alignment/train=0.0959, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 38%|███▊ | 179/469 [00:17<00:28, 10.23it/s, v_num=9, loss/train=0.185, alignment/train=0.0831, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 38%|███▊ | 180/469 [00:17<00:28, 10.23it/s, v_num=9, loss/train=0.185, alignment/train=0.0831, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 38%|███▊ | 180/469 [00:17<00:28, 10.23it/s, v_num=9, loss/train=0.201, alignment/train=0.0756, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 39%|███▊ | 181/469 [00:17<00:28, 10.22it/s, v_num=9, loss/train=0.201, alignment/train=0.0756, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 39%|███▊ | 181/469 [00:17<00:28, 10.22it/s, v_num=9, loss/train=0.249, alignment/train=0.0713, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 39%|███▉ | 182/469 [00:17<00:28, 10.24it/s, v_num=9, loss/train=0.249, alignment/train=0.0713, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 39%|███▉ | 182/469 [00:17<00:28, 10.24it/s, v_num=9, loss/train=0.215, alignment/train=0.0782, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 39%|███▉ | 183/469 [00:17<00:27, 10.26it/s, v_num=9, loss/train=0.215, alignment/train=0.0782, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 39%|███▉ | 183/469 [00:17<00:27, 10.26it/s, v_num=9, loss/train=0.241, alignment/train=0.0845, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 39%|███▉ | 184/469 [00:18<00:27, 10.22it/s, v_num=9, loss/train=0.241, alignment/train=0.0845, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 39%|███▉ | 184/469 [00:18<00:27, 10.22it/s, v_num=9, loss/train=0.211, alignment/train=0.0889, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 39%|███▉ | 185/469 [00:18<00:27, 10.24it/s, v_num=9, loss/train=0.211, alignment/train=0.0889, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 39%|███▉ | 185/469 [00:18<00:27, 10.24it/s, v_num=9, loss/train=0.214, alignment/train=0.0852, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 40%|███▉ | 186/469 [00:18<00:27, 10.27it/s, v_num=9, loss/train=0.214, alignment/train=0.0852, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 40%|███▉ | 186/469 [00:18<00:27, 10.27it/s, v_num=9, loss/train=0.250, alignment/train=0.0925, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 40%|███▉ | 187/469 [00:18<00:27, 10.29it/s, v_num=9, loss/train=0.250, alignment/train=0.0925, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 40%|███▉ | 187/469 [00:18<00:27, 10.29it/s, v_num=9, loss/train=0.206, alignment/train=0.0792, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 40%|████ | 188/469 [00:18<00:27, 10.27it/s, v_num=9, loss/train=0.206, alignment/train=0.0792, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 40%|████ | 188/469 [00:18<00:27, 10.27it/s, v_num=9, loss/train=0.187, alignment/train=0.076, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 40%|████ | 189/469 [00:18<00:27, 10.27it/s, v_num=9, loss/train=0.187, alignment/train=0.076, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 40%|████ | 189/469 [00:18<00:27, 10.27it/s, v_num=9, loss/train=0.216, alignment/train=0.0732, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 41%|████ | 190/469 [00:18<00:27, 10.26it/s, v_num=9, loss/train=0.216, alignment/train=0.0732, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 41%|████ | 190/469 [00:18<00:27, 10.26it/s, v_num=9, loss/train=0.205, alignment/train=0.0834, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 41%|████ | 191/469 [00:18<00:27, 10.28it/s, v_num=9, loss/train=0.205, alignment/train=0.0834, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 41%|████ | 191/469 [00:18<00:27, 10.28it/s, v_num=9, loss/train=0.218, alignment/train=0.0958, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 41%|████ | 192/469 [00:18<00:26, 10.27it/s, v_num=9, loss/train=0.218, alignment/train=0.0958, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 41%|████ | 192/469 [00:18<00:26, 10.27it/s, v_num=9, loss/train=0.225, alignment/train=0.0867, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 41%|████ | 193/469 [00:18<00:26, 10.28it/s, v_num=9, loss/train=0.225, alignment/train=0.0867, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 41%|████ | 193/469 [00:18<00:26, 10.27it/s, v_num=9, loss/train=0.258, alignment/train=0.0901, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 41%|████▏ | 194/469 [00:18<00:26, 10.29it/s, v_num=9, loss/train=0.258, alignment/train=0.0901, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 41%|████▏ | 194/469 [00:18<00:26, 10.29it/s, v_num=9, loss/train=0.193, alignment/train=0.0821, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 42%|████▏ | 195/469 [00:18<00:26, 10.31it/s, v_num=9, loss/train=0.193, alignment/train=0.0821, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 42%|████▏ | 195/469 [00:18<00:26, 10.30it/s, v_num=9, loss/train=0.182, alignment/train=0.0837, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 42%|████▏ | 196/469 [00:19<00:26, 10.31it/s, v_num=9, loss/train=0.182, alignment/train=0.0837, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 42%|████▏ | 196/469 [00:19<00:26, 10.30it/s, v_num=9, loss/train=0.241, alignment/train=0.0889, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 42%|████▏ | 197/469 [00:19<00:26, 10.29it/s, v_num=9, loss/train=0.241, alignment/train=0.0889, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 42%|████▏ | 197/469 [00:19<00:26, 10.29it/s, v_num=9, loss/train=0.228, alignment/train=0.0792, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 42%|████▏ | 198/469 [00:19<00:26, 10.30it/s, v_num=9, loss/train=0.228, alignment/train=0.0792, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 42%|████▏ | 198/469 [00:19<00:26, 10.30it/s, v_num=9, loss/train=0.257, alignment/train=0.0994, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 42%|████▏ | 199/469 [00:19<00:26, 10.32it/s, v_num=9, loss/train=0.257, alignment/train=0.0994, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 42%|████▏ | 199/469 [00:19<00:26, 10.32it/s, v_num=9, loss/train=0.197, alignment/train=0.0765, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 43%|████▎ | 200/469 [00:19<00:26, 10.31it/s, v_num=9, loss/train=0.197, alignment/train=0.0765, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 43%|████▎ | 200/469 [00:19<00:26, 10.31it/s, v_num=9, loss/train=0.209, alignment/train=0.0954, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 43%|████▎ | 201/469 [00:19<00:25, 10.31it/s, v_num=9, loss/train=0.209, alignment/train=0.0954, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 43%|████▎ | 201/469 [00:19<00:25, 10.31it/s, v_num=9, loss/train=0.235, alignment/train=0.0813, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 43%|████▎ | 202/469 [00:19<00:25, 10.34it/s, v_num=9, loss/train=0.235, alignment/train=0.0813, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 43%|████▎ | 202/469 [00:19<00:25, 10.33it/s, v_num=9, loss/train=0.248, alignment/train=0.100, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 43%|████▎ | 203/469 [00:19<00:25, 10.33it/s, v_num=9, loss/train=0.248, alignment/train=0.100, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 43%|████▎ | 203/469 [00:19<00:25, 10.33it/s, v_num=9, loss/train=0.232, alignment/train=0.0904, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 43%|████▎ | 204/469 [00:19<00:25, 10.32it/s, v_num=9, loss/train=0.232, alignment/train=0.0904, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 43%|████▎ | 204/469 [00:19<00:25, 10.32it/s, v_num=9, loss/train=0.240, alignment/train=0.0853, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 44%|████▎ | 205/469 [00:19<00:25, 10.34it/s, v_num=9, loss/train=0.240, alignment/train=0.0853, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 44%|████▎ | 205/469 [00:19<00:25, 10.34it/s, v_num=9, loss/train=0.236, alignment/train=0.102, uniformity/train=-3.51, contrastive_acc/train=0.988, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 44%|████▍ | 206/469 [00:19<00:25, 10.34it/s, v_num=9, loss/train=0.236, alignment/train=0.102, uniformity/train=-3.51, contrastive_acc/train=0.988, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 44%|████▍ | 206/469 [00:19<00:25, 10.34it/s, v_num=9, loss/train=0.271, alignment/train=0.0867, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 44%|████▍ | 207/469 [00:20<00:25, 10.34it/s, v_num=9, loss/train=0.271, alignment/train=0.0867, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 44%|████▍ | 207/469 [00:20<00:25, 10.34it/s, v_num=9, loss/train=0.191, alignment/train=0.0802, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 44%|████▍ | 208/469 [00:20<00:25, 10.36it/s, v_num=9, loss/train=0.191, alignment/train=0.0802, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 44%|████▍ | 208/469 [00:20<00:25, 10.36it/s, v_num=9, loss/train=0.259, alignment/train=0.0907, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 45%|████▍ | 209/469 [00:20<00:25, 10.34it/s, v_num=9, loss/train=0.259, alignment/train=0.0907, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 45%|████▍ | 209/469 [00:20<00:25, 10.34it/s, v_num=9, loss/train=0.217, alignment/train=0.0845, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 45%|████▍ | 210/469 [00:20<00:25, 10.36it/s, v_num=9, loss/train=0.217, alignment/train=0.0845, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 45%|████▍ | 210/469 [00:20<00:25, 10.36it/s, v_num=9, loss/train=0.219, alignment/train=0.0856, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 45%|████▍ | 211/469 [00:20<00:24, 10.38it/s, v_num=9, loss/train=0.219, alignment/train=0.0856, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 45%|████▍ | 211/469 [00:20<00:24, 10.38it/s, v_num=9, loss/train=0.200, alignment/train=0.0787, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 45%|████▌ | 212/469 [00:20<00:24, 10.37it/s, v_num=9, loss/train=0.200, alignment/train=0.0787, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 45%|████▌ | 212/469 [00:20<00:24, 10.37it/s, v_num=9, loss/train=0.186, alignment/train=0.0792, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 45%|████▌ | 213/469 [00:20<00:24, 10.39it/s, v_num=9, loss/train=0.186, alignment/train=0.0792, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 45%|████▌ | 213/469 [00:20<00:24, 10.39it/s, v_num=9, loss/train=0.213, alignment/train=0.085, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 46%|████▌ | 214/469 [00:20<00:24, 10.39it/s, v_num=9, loss/train=0.213, alignment/train=0.085, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 46%|████▌ | 214/469 [00:20<00:24, 10.38it/s, v_num=9, loss/train=0.246, alignment/train=0.0896, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 46%|████▌ | 215/469 [00:20<00:24, 10.37it/s, v_num=9, loss/train=0.246, alignment/train=0.0896, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 46%|████▌ | 215/469 [00:20<00:24, 10.37it/s, v_num=9, loss/train=0.245, alignment/train=0.0946, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 46%|████▌ | 216/469 [00:20<00:24, 10.39it/s, v_num=9, loss/train=0.245, alignment/train=0.0946, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 46%|████▌ | 216/469 [00:20<00:24, 10.39it/s, v_num=9, loss/train=0.269, alignment/train=0.0976, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 46%|████▋ | 217/469 [00:20<00:24, 10.41it/s, v_num=9, loss/train=0.269, alignment/train=0.0976, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 46%|████▋ | 217/469 [00:20<00:24, 10.41it/s, v_num=9, loss/train=0.247, alignment/train=0.092, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 46%|████▋ | 218/469 [00:20<00:24, 10.40it/s, v_num=9, loss/train=0.247, alignment/train=0.092, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 46%|████▋ | 218/469 [00:20<00:24, 10.40it/s, v_num=9, loss/train=0.207, alignment/train=0.085, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 47%|████▋ | 219/469 [00:21<00:24, 10.42it/s, v_num=9, loss/train=0.207, alignment/train=0.085, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 47%|████▋ | 219/469 [00:21<00:24, 10.41it/s, v_num=9, loss/train=0.268, alignment/train=0.103, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 47%|████▋ | 220/469 [00:21<00:23, 10.43it/s, v_num=9, loss/train=0.268, alignment/train=0.103, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 47%|████▋ | 220/469 [00:21<00:23, 10.43it/s, v_num=9, loss/train=0.267, alignment/train=0.0813, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 47%|████▋ | 221/469 [00:21<00:23, 10.41it/s, v_num=9, loss/train=0.267, alignment/train=0.0813, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 47%|████▋ | 221/469 [00:21<00:23, 10.41it/s, v_num=9, loss/train=0.221, alignment/train=0.0787, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 47%|████▋ | 222/469 [00:21<00:23, 10.41it/s, v_num=9, loss/train=0.221, alignment/train=0.0787, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 47%|████▋ | 222/469 [00:21<00:23, 10.41it/s, v_num=9, loss/train=0.175, alignment/train=0.0738, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 48%|████▊ | 223/469 [00:21<00:23, 10.42it/s, v_num=9, loss/train=0.175, alignment/train=0.0738, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 48%|████▊ | 223/469 [00:21<00:23, 10.42it/s, v_num=9, loss/train=0.196, alignment/train=0.069, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 48%|████▊ | 224/469 [00:21<00:23, 10.40it/s, v_num=9, loss/train=0.196, alignment/train=0.069, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 48%|████▊ | 224/469 [00:21<00:23, 10.40it/s, v_num=9, loss/train=0.245, alignment/train=0.0937, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 48%|████▊ | 225/469 [00:21<00:23, 10.41it/s, v_num=9, loss/train=0.245, alignment/train=0.0937, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 48%|████▊ | 225/469 [00:21<00:23, 10.41it/s, v_num=9, loss/train=0.191, alignment/train=0.074, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 48%|████▊ | 226/469 [00:21<00:23, 10.43it/s, v_num=9, loss/train=0.191, alignment/train=0.074, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 48%|████▊ | 226/469 [00:21<00:23, 10.43it/s, v_num=9, loss/train=0.274, alignment/train=0.0947, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 48%|████▊ | 227/469 [00:21<00:23, 10.42it/s, v_num=9, loss/train=0.274, alignment/train=0.0947, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 48%|████▊ | 227/469 [00:21<00:23, 10.42it/s, v_num=9, loss/train=0.211, alignment/train=0.0827, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 49%|████▊ | 228/469 [00:21<00:23, 10.43it/s, v_num=9, loss/train=0.211, alignment/train=0.0827, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 49%|████▊ | 228/469 [00:21<00:23, 10.43it/s, v_num=9, loss/train=0.239, alignment/train=0.0891, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 49%|████▉ | 229/469 [00:21<00:22, 10.45it/s, v_num=9, loss/train=0.239, alignment/train=0.0891, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 49%|████▉ | 229/469 [00:21<00:22, 10.45it/s, v_num=9, loss/train=0.260, alignment/train=0.0991, uniformity/train=-3.53, contrastive_acc/train=0.988, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 49%|████▉ | 230/469 [00:22<00:22, 10.44it/s, v_num=9, loss/train=0.260, alignment/train=0.0991, uniformity/train=-3.53, contrastive_acc/train=0.988, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 49%|████▉ | 230/469 [00:22<00:22, 10.44it/s, v_num=9, loss/train=0.221, alignment/train=0.0889, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 49%|████▉ | 231/469 [00:22<00:22, 10.44it/s, v_num=9, loss/train=0.221, alignment/train=0.0889, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 49%|████▉ | 231/469 [00:22<00:22, 10.44it/s, v_num=9, loss/train=0.249, alignment/train=0.103, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 49%|████▉ | 232/469 [00:22<00:22, 10.45it/s, v_num=9, loss/train=0.249, alignment/train=0.103, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 49%|████▉ | 232/469 [00:22<00:22, 10.45it/s, v_num=9, loss/train=0.194, alignment/train=0.0832, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 50%|████▉ | 233/469 [00:22<00:22, 10.45it/s, v_num=9, loss/train=0.194, alignment/train=0.0832, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 50%|████▉ | 233/469 [00:22<00:22, 10.45it/s, v_num=9, loss/train=0.235, alignment/train=0.0792, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 50%|████▉ | 234/469 [00:22<00:22, 10.47it/s, v_num=9, loss/train=0.235, alignment/train=0.0792, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 50%|████▉ | 234/469 [00:22<00:22, 10.47it/s, v_num=9, loss/train=0.212, alignment/train=0.0928, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 50%|█████ | 235/469 [00:22<00:22, 10.44it/s, v_num=9, loss/train=0.212, alignment/train=0.0928, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 50%|█████ | 235/469 [00:22<00:22, 10.44it/s, v_num=9, loss/train=0.214, alignment/train=0.0988, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 50%|█████ | 236/469 [00:22<00:22, 10.46it/s, v_num=9, loss/train=0.214, alignment/train=0.0988, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 50%|█████ | 236/469 [00:22<00:22, 10.46it/s, v_num=9, loss/train=0.232, alignment/train=0.0796, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 51%|█████ | 237/469 [00:22<00:22, 10.48it/s, v_num=9, loss/train=0.232, alignment/train=0.0796, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 51%|█████ | 237/469 [00:22<00:22, 10.48it/s, v_num=9, loss/train=0.287, alignment/train=0.0994, uniformity/train=-3.50, contrastive_acc/train=0.980, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 51%|█████ | 238/469 [00:22<00:22, 10.49it/s, v_num=9, loss/train=0.287, alignment/train=0.0994, uniformity/train=-3.50, contrastive_acc/train=0.980, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 51%|█████ | 238/469 [00:22<00:22, 10.49it/s, v_num=9, loss/train=0.201, alignment/train=0.0881, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 51%|█████ | 239/469 [00:22<00:21, 10.49it/s, v_num=9, loss/train=0.201, alignment/train=0.0881, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 51%|█████ | 239/469 [00:22<00:21, 10.49it/s, v_num=9, loss/train=0.218, alignment/train=0.0939, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 51%|█████ | 240/469 [00:22<00:21, 10.50it/s, v_num=9, loss/train=0.218, alignment/train=0.0939, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 51%|█████ | 240/469 [00:22<00:21, 10.50it/s, v_num=9, loss/train=0.214, alignment/train=0.0877, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 51%|█████▏ | 241/469 [00:22<00:21, 10.52it/s, v_num=9, loss/train=0.214, alignment/train=0.0877, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 51%|█████▏ | 241/469 [00:22<00:21, 10.52it/s, v_num=9, loss/train=0.183, alignment/train=0.0804, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 52%|█████▏ | 242/469 [00:23<00:21, 10.48it/s, v_num=9, loss/train=0.183, alignment/train=0.0804, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 52%|█████▏ | 242/469 [00:23<00:21, 10.48it/s, v_num=9, loss/train=0.216, alignment/train=0.0843, uniformity/train=-3.54, contrastive_acc/train=0.984, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 52%|█████▏ | 243/469 [00:23<00:21, 10.48it/s, v_num=9, loss/train=0.216, alignment/train=0.0843, uniformity/train=-3.54, contrastive_acc/train=0.984, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 52%|█████▏ | 243/469 [00:23<00:21, 10.48it/s, v_num=9, loss/train=0.181, alignment/train=0.0788, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 52%|█████▏ | 244/469 [00:23<00:21, 10.49it/s, v_num=9, loss/train=0.181, alignment/train=0.0788, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 52%|█████▏ | 244/469 [00:23<00:21, 10.49it/s, v_num=9, loss/train=0.206, alignment/train=0.0881, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 52%|█████▏ | 245/469 [00:23<00:21, 10.50it/s, v_num=9, loss/train=0.206, alignment/train=0.0881, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 52%|█████▏ | 245/469 [00:23<00:21, 10.49it/s, v_num=9, loss/train=0.237, alignment/train=0.0939, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 52%|█████▏ | 246/469 [00:23<00:21, 10.50it/s, v_num=9, loss/train=0.237, alignment/train=0.0939, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 52%|█████▏ | 246/469 [00:23<00:21, 10.50it/s, v_num=9, loss/train=0.189, alignment/train=0.0805, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 53%|█████▎ | 247/469 [00:23<00:21, 10.49it/s, v_num=9, loss/train=0.189, alignment/train=0.0805, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 53%|█████▎ | 247/469 [00:23<00:21, 10.49it/s, v_num=9, loss/train=0.203, alignment/train=0.0907, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 53%|█████▎ | 248/469 [00:23<00:21, 10.50it/s, v_num=9, loss/train=0.203, alignment/train=0.0907, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 53%|█████▎ | 248/469 [00:23<00:21, 10.50it/s, v_num=9, loss/train=0.203, alignment/train=0.0965, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 53%|█████▎ | 249/469 [00:23<00:20, 10.52it/s, v_num=9, loss/train=0.203, alignment/train=0.0965, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 53%|█████▎ | 249/469 [00:23<00:20, 10.52it/s, v_num=9, loss/train=0.216, alignment/train=0.0796, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 53%|█████▎ | 250/469 [00:23<00:20, 10.52it/s, v_num=9, loss/train=0.216, alignment/train=0.0796, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 53%|█████▎ | 250/469 [00:23<00:20, 10.51it/s, v_num=9, loss/train=0.259, alignment/train=0.105, uniformity/train=-3.51, contrastive_acc/train=0.988, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 54%|█████▎ | 251/469 [00:23<00:20, 10.51it/s, v_num=9, loss/train=0.259, alignment/train=0.105, uniformity/train=-3.51, contrastive_acc/train=0.988, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 54%|█████▎ | 251/469 [00:23<00:20, 10.51it/s, v_num=9, loss/train=0.205, alignment/train=0.0883, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 54%|█████▎ | 252/469 [00:23<00:20, 10.53it/s, v_num=9, loss/train=0.205, alignment/train=0.0883, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 54%|█████▎ | 252/469 [00:23<00:20, 10.53it/s, v_num=9, loss/train=0.244, alignment/train=0.0835, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 54%|█████▍ | 253/469 [00:24<00:20, 10.54it/s, v_num=9, loss/train=0.244, alignment/train=0.0835, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 54%|█████▍ | 253/469 [00:24<00:20, 10.54it/s, v_num=9, loss/train=0.225, alignment/train=0.0923, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 54%|█████▍ | 254/469 [00:24<00:20, 10.51it/s, v_num=9, loss/train=0.225, alignment/train=0.0923, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 54%|█████▍ | 254/469 [00:24<00:20, 10.51it/s, v_num=9, loss/train=0.204, alignment/train=0.0845, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 54%|█████▍ | 255/469 [00:24<00:20, 10.52it/s, v_num=9, loss/train=0.204, alignment/train=0.0845, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 54%|█████▍ | 255/469 [00:24<00:20, 10.52it/s, v_num=9, loss/train=0.217, alignment/train=0.0848, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 55%|█████▍ | 256/469 [00:24<00:20, 10.54it/s, v_num=9, loss/train=0.217, alignment/train=0.0848, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 55%|█████▍ | 256/469 [00:24<00:20, 10.54it/s, v_num=9, loss/train=0.255, alignment/train=0.0896, uniformity/train=-3.51, contrastive_acc/train=0.984, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 55%|█████▍ | 257/469 [00:24<00:20, 10.55it/s, v_num=9, loss/train=0.255, alignment/train=0.0896, uniformity/train=-3.51, contrastive_acc/train=0.984, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 55%|█████▍ | 257/469 [00:24<00:20, 10.55it/s, v_num=9, loss/train=0.258, alignment/train=0.091, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 55%|█████▌ | 258/469 [00:24<00:19, 10.56it/s, v_num=9, loss/train=0.258, alignment/train=0.091, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 55%|█████▌ | 258/469 [00:24<00:19, 10.56it/s, v_num=9, loss/train=0.275, alignment/train=0.0978, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 55%|█████▌ | 259/469 [00:24<00:19, 10.56it/s, v_num=9, loss/train=0.275, alignment/train=0.0978, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 55%|█████▌ | 259/469 [00:24<00:19, 10.56it/s, v_num=9, loss/train=0.244, alignment/train=0.082, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 55%|█████▌ | 260/469 [00:24<00:19, 10.55it/s, v_num=9, loss/train=0.244, alignment/train=0.082, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 55%|█████▌ | 260/469 [00:24<00:19, 10.55it/s, v_num=9, loss/train=0.219, alignment/train=0.0878, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 56%|█████▌ | 261/469 [00:24<00:19, 10.55it/s, v_num=9, loss/train=0.219, alignment/train=0.0878, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 56%|█████▌ | 261/469 [00:24<00:19, 10.55it/s, v_num=9, loss/train=0.210, alignment/train=0.0828, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 56%|█████▌ | 262/469 [00:24<00:19, 10.56it/s, v_num=9, loss/train=0.210, alignment/train=0.0828, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 56%|█████▌ | 262/469 [00:24<00:19, 10.56it/s, v_num=9, loss/train=0.187, alignment/train=0.0704, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 56%|█████▌ | 263/469 [00:24<00:19, 10.56it/s, v_num=9, loss/train=0.187, alignment/train=0.0704, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 56%|█████▌ | 263/469 [00:24<00:19, 10.56it/s, v_num=9, loss/train=0.222, alignment/train=0.0915, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 56%|█████▋ | 264/469 [00:25<00:19, 10.54it/s, v_num=9, loss/train=0.222, alignment/train=0.0915, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 56%|█████▋ | 264/469 [00:25<00:19, 10.54it/s, v_num=9, loss/train=0.200, alignment/train=0.0931, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 57%|█████▋ | 265/469 [00:25<00:19, 10.54it/s, v_num=9, loss/train=0.200, alignment/train=0.0931, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 57%|█████▋ | 265/469 [00:25<00:19, 10.54it/s, v_num=9, loss/train=0.235, alignment/train=0.0874, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 57%|█████▋ | 266/469 [00:25<00:19, 10.56it/s, v_num=9, loss/train=0.235, alignment/train=0.0874, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 57%|█████▋ | 266/469 [00:25<00:19, 10.56it/s, v_num=9, loss/train=0.222, alignment/train=0.0907, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 57%|█████▋ | 267/469 [00:25<00:19, 10.58it/s, v_num=9, loss/train=0.222, alignment/train=0.0907, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 57%|█████▋ | 267/469 [00:25<00:19, 10.58it/s, v_num=9, loss/train=0.253, alignment/train=0.0831, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 57%|█████▋ | 268/469 [00:25<00:18, 10.59it/s, v_num=9, loss/train=0.253, alignment/train=0.0831, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 57%|█████▋ | 268/469 [00:25<00:18, 10.59it/s, v_num=9, loss/train=0.191, alignment/train=0.0839, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 57%|█████▋ | 269/469 [00:25<00:18, 10.59it/s, v_num=9, loss/train=0.191, alignment/train=0.0839, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 57%|█████▋ | 269/469 [00:25<00:18, 10.59it/s, v_num=9, loss/train=0.228, alignment/train=0.090, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 58%|█████▊ | 270/469 [00:25<00:18, 10.58it/s, v_num=9, loss/train=0.228, alignment/train=0.090, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 58%|█████▊ | 270/469 [00:25<00:18, 10.58it/s, v_num=9, loss/train=0.210, alignment/train=0.0886, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 58%|█████▊ | 271/469 [00:25<00:18, 10.56it/s, v_num=9, loss/train=0.210, alignment/train=0.0886, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 58%|█████▊ | 271/469 [00:25<00:18, 10.56it/s, v_num=9, loss/train=0.205, alignment/train=0.0808, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 58%|█████▊ | 272/469 [00:25<00:18, 10.57it/s, v_num=9, loss/train=0.205, alignment/train=0.0808, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 58%|█████▊ | 272/469 [00:25<00:18, 10.57it/s, v_num=9, loss/train=0.212, alignment/train=0.0847, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 58%|█████▊ | 273/469 [00:25<00:18, 10.57it/s, v_num=9, loss/train=0.212, alignment/train=0.0847, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 58%|█████▊ | 273/469 [00:25<00:18, 10.57it/s, v_num=9, loss/train=0.211, alignment/train=0.0868, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 58%|█████▊ | 274/469 [00:25<00:18, 10.57it/s, v_num=9, loss/train=0.211, alignment/train=0.0868, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 58%|█████▊ | 274/469 [00:25<00:18, 10.57it/s, v_num=9, loss/train=0.218, alignment/train=0.0825, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 59%|█████▊ | 275/469 [00:25<00:18, 10.59it/s, v_num=9, loss/train=0.218, alignment/train=0.0825, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 59%|█████▊ | 275/469 [00:25<00:18, 10.59it/s, v_num=9, loss/train=0.245, alignment/train=0.0778, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 59%|█████▉ | 276/469 [00:26<00:18, 10.60it/s, v_num=9, loss/train=0.245, alignment/train=0.0778, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 59%|█████▉ | 276/469 [00:26<00:18, 10.60it/s, v_num=9, loss/train=0.223, alignment/train=0.0903, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 59%|█████▉ | 277/469 [00:26<00:18, 10.60it/s, v_num=9, loss/train=0.223, alignment/train=0.0903, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 59%|█████▉ | 277/469 [00:26<00:18, 10.60it/s, v_num=9, loss/train=0.210, alignment/train=0.0974, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 59%|█████▉ | 278/469 [00:26<00:18, 10.59it/s, v_num=9, loss/train=0.210, alignment/train=0.0974, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 59%|█████▉ | 278/469 [00:26<00:18, 10.59it/s, v_num=9, loss/train=0.178, alignment/train=0.0811, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 59%|█████▉ | 279/469 [00:26<00:17, 10.59it/s, v_num=9, loss/train=0.178, alignment/train=0.0811, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 59%|█████▉ | 279/469 [00:26<00:17, 10.59it/s, v_num=9, loss/train=0.234, alignment/train=0.0846, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 60%|█████▉ | 280/469 [00:26<00:17, 10.59it/s, v_num=9, loss/train=0.234, alignment/train=0.0846, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 60%|█████▉ | 280/469 [00:26<00:17, 10.59it/s, v_num=9, loss/train=0.195, alignment/train=0.0885, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 60%|█████▉ | 281/469 [00:26<00:17, 10.60it/s, v_num=9, loss/train=0.195, alignment/train=0.0885, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 60%|█████▉ | 281/469 [00:26<00:17, 10.60it/s, v_num=9, loss/train=0.196, alignment/train=0.084, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 60%|██████ | 282/469 [00:26<00:17, 10.59it/s, v_num=9, loss/train=0.196, alignment/train=0.084, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 60%|██████ | 282/469 [00:26<00:17, 10.59it/s, v_num=9, loss/train=0.229, alignment/train=0.0919, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 60%|██████ | 283/469 [00:26<00:17, 10.59it/s, v_num=9, loss/train=0.229, alignment/train=0.0919, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 60%|██████ | 283/469 [00:26<00:17, 10.59it/s, v_num=9, loss/train=0.211, alignment/train=0.0932, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 61%|██████ | 284/469 [00:26<00:17, 10.61it/s, v_num=9, loss/train=0.211, alignment/train=0.0932, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 61%|██████ | 284/469 [00:26<00:17, 10.61it/s, v_num=9, loss/train=0.221, alignment/train=0.0866, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 61%|██████ | 285/469 [00:26<00:17, 10.60it/s, v_num=9, loss/train=0.221, alignment/train=0.0866, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 61%|██████ | 285/469 [00:26<00:17, 10.60it/s, v_num=9, loss/train=0.206, alignment/train=0.0862, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 61%|██████ | 286/469 [00:26<00:17, 10.61it/s, v_num=9, loss/train=0.206, alignment/train=0.0862, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 61%|██████ | 286/469 [00:26<00:17, 10.61it/s, v_num=9, loss/train=0.215, alignment/train=0.0875, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 61%|██████ | 287/469 [00:27<00:17, 10.61it/s, v_num=9, loss/train=0.215, alignment/train=0.0875, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 61%|██████ | 287/469 [00:27<00:17, 10.61it/s, v_num=9, loss/train=0.208, alignment/train=0.0898, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 61%|██████▏ | 288/469 [00:27<00:17, 10.62it/s, v_num=9, loss/train=0.208, alignment/train=0.0898, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 61%|██████▏ | 288/469 [00:27<00:17, 10.62it/s, v_num=9, loss/train=0.212, alignment/train=0.0754, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 62%|██████▏ | 289/469 [00:27<00:16, 10.63it/s, v_num=9, loss/train=0.212, alignment/train=0.0754, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 62%|██████▏ | 289/469 [00:27<00:16, 10.63it/s, v_num=9, loss/train=0.215, alignment/train=0.0852, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 62%|██████▏ | 290/469 [00:27<00:16, 10.62it/s, v_num=9, loss/train=0.215, alignment/train=0.0852, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 62%|██████▏ | 290/469 [00:27<00:16, 10.62it/s, v_num=9, loss/train=0.215, alignment/train=0.0882, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 62%|██████▏ | 291/469 [00:27<00:16, 10.62it/s, v_num=9, loss/train=0.215, alignment/train=0.0882, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 62%|██████▏ | 291/469 [00:27<00:16, 10.62it/s, v_num=9, loss/train=0.215, alignment/train=0.0885, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 62%|██████▏ | 292/469 [00:27<00:16, 10.62it/s, v_num=9, loss/train=0.215, alignment/train=0.0885, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 62%|██████▏ | 292/469 [00:27<00:16, 10.62it/s, v_num=9, loss/train=0.207, alignment/train=0.0982, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 62%|██████▏ | 293/469 [00:27<00:16, 10.62it/s, v_num=9, loss/train=0.207, alignment/train=0.0982, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 62%|██████▏ | 293/469 [00:27<00:16, 10.62it/s, v_num=9, loss/train=0.243, alignment/train=0.0933, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 63%|██████▎ | 294/469 [00:27<00:16, 10.63it/s, v_num=9, loss/train=0.243, alignment/train=0.0933, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 63%|██████▎ | 294/469 [00:27<00:16, 10.63it/s, v_num=9, loss/train=0.258, alignment/train=0.103, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 63%|██████▎ | 295/469 [00:27<00:16, 10.62it/s, v_num=9, loss/train=0.258, alignment/train=0.103, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 63%|██████▎ | 295/469 [00:27<00:16, 10.62it/s, v_num=9, loss/train=0.202, alignment/train=0.0929, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 63%|██████▎ | 296/469 [00:27<00:16, 10.63it/s, v_num=9, loss/train=0.202, alignment/train=0.0929, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 63%|██████▎ | 296/469 [00:27<00:16, 10.63it/s, v_num=9, loss/train=0.230, alignment/train=0.0891, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 63%|██████▎ | 297/469 [00:27<00:16, 10.64it/s, v_num=9, loss/train=0.230, alignment/train=0.0891, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 63%|██████▎ | 297/469 [00:27<00:16, 10.64it/s, v_num=9, loss/train=0.205, alignment/train=0.0836, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 64%|██████▎ | 298/469 [00:28<00:16, 10.64it/s, v_num=9, loss/train=0.205, alignment/train=0.0836, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 64%|██████▎ | 298/469 [00:28<00:16, 10.64it/s, v_num=9, loss/train=0.220, alignment/train=0.0888, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 64%|██████▍ | 299/469 [00:28<00:15, 10.63it/s, v_num=9, loss/train=0.220, alignment/train=0.0888, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 64%|██████▍ | 299/469 [00:28<00:15, 10.63it/s, v_num=9, loss/train=0.230, alignment/train=0.0989, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 64%|██████▍ | 300/469 [00:28<00:15, 10.63it/s, v_num=9, loss/train=0.230, alignment/train=0.0989, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 64%|██████▍ | 300/469 [00:28<00:15, 10.63it/s, v_num=9, loss/train=0.287, alignment/train=0.0797, uniformity/train=-3.46, contrastive_acc/train=0.980, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 64%|██████▍ | 301/469 [00:28<00:15, 10.64it/s, v_num=9, loss/train=0.287, alignment/train=0.0797, uniformity/train=-3.46, contrastive_acc/train=0.980, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 64%|██████▍ | 301/469 [00:28<00:15, 10.63it/s, v_num=9, loss/train=0.196, alignment/train=0.0824, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 64%|██████▍ | 302/469 [00:28<00:15, 10.64it/s, v_num=9, loss/train=0.196, alignment/train=0.0824, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 64%|██████▍ | 302/469 [00:28<00:15, 10.64it/s, v_num=9, loss/train=0.236, alignment/train=0.0836, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 65%|██████▍ | 303/469 [00:28<00:15, 10.65it/s, v_num=9, loss/train=0.236, alignment/train=0.0836, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 65%|██████▍ | 303/469 [00:28<00:15, 10.65it/s, v_num=9, loss/train=0.184, alignment/train=0.071, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 65%|██████▍ | 304/469 [00:28<00:15, 10.67it/s, v_num=9, loss/train=0.184, alignment/train=0.071, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 65%|██████▍ | 304/469 [00:28<00:15, 10.67it/s, v_num=9, loss/train=0.214, alignment/train=0.0895, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 65%|██████▌ | 305/469 [00:28<00:15, 10.66it/s, v_num=9, loss/train=0.214, alignment/train=0.0895, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 65%|██████▌ | 305/469 [00:28<00:15, 10.66it/s, v_num=9, loss/train=0.211, alignment/train=0.0861, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 65%|██████▌ | 306/469 [00:28<00:15, 10.63it/s, v_num=9, loss/train=0.211, alignment/train=0.0861, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 65%|██████▌ | 306/469 [00:28<00:15, 10.63it/s, v_num=9, loss/train=0.239, alignment/train=0.0839, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 65%|██████▌ | 307/469 [00:28<00:15, 10.64it/s, v_num=9, loss/train=0.239, alignment/train=0.0839, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 65%|██████▌ | 307/469 [00:28<00:15, 10.64it/s, v_num=9, loss/train=0.222, alignment/train=0.0828, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 66%|██████▌ | 308/469 [00:28<00:15, 10.65it/s, v_num=9, loss/train=0.222, alignment/train=0.0828, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 66%|██████▌ | 308/469 [00:28<00:15, 10.65it/s, v_num=9, loss/train=0.213, alignment/train=0.0889, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 66%|██████▌ | 309/469 [00:28<00:14, 10.67it/s, v_num=9, loss/train=0.213, alignment/train=0.0889, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 66%|██████▌ | 309/469 [00:28<00:14, 10.67it/s, v_num=9, loss/train=0.245, alignment/train=0.0858, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 66%|██████▌ | 310/469 [00:29<00:14, 10.67it/s, v_num=9, loss/train=0.245, alignment/train=0.0858, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 66%|██████▌ | 310/469 [00:29<00:14, 10.67it/s, v_num=9, loss/train=0.238, alignment/train=0.084, uniformity/train=-3.51, contrastive_acc/train=0.984, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 66%|██████▋ | 311/469 [00:29<00:14, 10.66it/s, v_num=9, loss/train=0.238, alignment/train=0.084, uniformity/train=-3.51, contrastive_acc/train=0.984, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 66%|██████▋ | 311/469 [00:29<00:14, 10.66it/s, v_num=9, loss/train=0.199, alignment/train=0.0841, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 67%|██████▋ | 312/469 [00:29<00:14, 10.66it/s, v_num=9, loss/train=0.199, alignment/train=0.0841, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 67%|██████▋ | 312/469 [00:29<00:14, 10.66it/s, v_num=9, loss/train=0.250, alignment/train=0.0869, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 67%|██████▋ | 313/469 [00:29<00:14, 10.67it/s, v_num=9, loss/train=0.250, alignment/train=0.0869, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 67%|██████▋ | 313/469 [00:29<00:14, 10.67it/s, v_num=9, loss/train=0.354, alignment/train=0.114, uniformity/train=-3.43, contrastive_acc/train=0.977, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 67%|██████▋ | 314/469 [00:29<00:14, 10.68it/s, v_num=9, loss/train=0.354, alignment/train=0.114, uniformity/train=-3.43, contrastive_acc/train=0.977, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 67%|██████▋ | 314/469 [00:29<00:14, 10.68it/s, v_num=9, loss/train=0.254, alignment/train=0.087, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 67%|██████▋ | 315/469 [00:29<00:14, 10.67it/s, v_num=9, loss/train=0.254, alignment/train=0.087, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 67%|██████▋ | 315/469 [00:29<00:14, 10.67it/s, v_num=9, loss/train=0.278, alignment/train=0.0794, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 67%|██████▋ | 316/469 [00:29<00:14, 10.67it/s, v_num=9, loss/train=0.278, alignment/train=0.0794, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 67%|██████▋ | 316/469 [00:29<00:14, 10.66it/s, v_num=9, loss/train=0.206, alignment/train=0.0985, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 68%|██████▊ | 317/469 [00:29<00:14, 10.66it/s, v_num=9, loss/train=0.206, alignment/train=0.0985, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 68%|██████▊ | 317/469 [00:29<00:14, 10.66it/s, v_num=9, loss/train=0.187, alignment/train=0.0752, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 68%|██████▊ | 318/469 [00:29<00:14, 10.65it/s, v_num=9, loss/train=0.187, alignment/train=0.0752, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 68%|██████▊ | 318/469 [00:29<00:14, 10.65it/s, v_num=9, loss/train=0.232, alignment/train=0.0902, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 68%|██████▊ | 319/469 [00:29<00:14, 10.66it/s, v_num=9, loss/train=0.232, alignment/train=0.0902, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 68%|██████▊ | 319/469 [00:29<00:14, 10.66it/s, v_num=9, loss/train=0.209, alignment/train=0.0807, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 68%|██████▊ | 320/469 [00:29<00:13, 10.67it/s, v_num=9, loss/train=0.209, alignment/train=0.0807, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 68%|██████▊ | 320/469 [00:29<00:13, 10.67it/s, v_num=9, loss/train=0.255, alignment/train=0.0967, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 68%|██████▊ | 321/469 [00:30<00:13, 10.67it/s, v_num=9, loss/train=0.255, alignment/train=0.0967, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 68%|██████▊ | 321/469 [00:30<00:13, 10.67it/s, v_num=9, loss/train=0.227, alignment/train=0.0784, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 69%|██████▊ | 322/469 [00:30<00:13, 10.66it/s, v_num=9, loss/train=0.227, alignment/train=0.0784, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 69%|██████▊ | 322/469 [00:30<00:13, 10.66it/s, v_num=9, loss/train=0.199, alignment/train=0.0803, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 69%|██████▉ | 323/469 [00:30<00:13, 10.67it/s, v_num=9, loss/train=0.199, alignment/train=0.0803, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 69%|██████▉ | 323/469 [00:30<00:13, 10.67it/s, v_num=9, loss/train=0.240, alignment/train=0.0849, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 69%|██████▉ | 324/469 [00:30<00:13, 10.68it/s, v_num=9, loss/train=0.240, alignment/train=0.0849, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 69%|██████▉ | 324/469 [00:30<00:13, 10.68it/s, v_num=9, loss/train=0.233, alignment/train=0.0879, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 69%|██████▉ | 325/469 [00:30<00:13, 10.68it/s, v_num=9, loss/train=0.233, alignment/train=0.0879, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 69%|██████▉ | 325/469 [00:30<00:13, 10.68it/s, v_num=9, loss/train=0.231, alignment/train=0.0818, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 70%|██████▉ | 326/469 [00:30<00:13, 10.69it/s, v_num=9, loss/train=0.231, alignment/train=0.0818, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 70%|██████▉ | 326/469 [00:30<00:13, 10.69it/s, v_num=9, loss/train=0.252, alignment/train=0.0819, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 70%|██████▉ | 327/469 [00:30<00:13, 10.69it/s, v_num=9, loss/train=0.252, alignment/train=0.0819, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 70%|██████▉ | 327/469 [00:30<00:13, 10.69it/s, v_num=9, loss/train=0.210, alignment/train=0.0866, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 70%|██████▉ | 328/469 [00:30<00:13, 10.70it/s, v_num=9, loss/train=0.210, alignment/train=0.0866, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 70%|██████▉ | 328/469 [00:30<00:13, 10.70it/s, v_num=9, loss/train=0.253, alignment/train=0.0842, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 70%|███████ | 329/469 [00:30<00:13, 10.70it/s, v_num=9, loss/train=0.253, alignment/train=0.0842, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 70%|███████ | 329/469 [00:30<00:13, 10.70it/s, v_num=9, loss/train=0.213, alignment/train=0.0844, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 70%|███████ | 330/469 [00:30<00:12, 10.70it/s, v_num=9, loss/train=0.213, alignment/train=0.0844, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 70%|███████ | 330/469 [00:30<00:12, 10.70it/s, v_num=9, loss/train=0.224, alignment/train=0.087, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 71%|███████ | 331/469 [00:30<00:12, 10.71it/s, v_num=9, loss/train=0.224, alignment/train=0.087, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 71%|███████ | 331/469 [00:30<00:12, 10.71it/s, v_num=9, loss/train=0.209, alignment/train=0.0787, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 71%|███████ | 332/469 [00:31<00:12, 10.71it/s, v_num=9, loss/train=0.209, alignment/train=0.0787, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 71%|███████ | 332/469 [00:31<00:12, 10.71it/s, v_num=9, loss/train=0.210, alignment/train=0.0837, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 71%|███████ | 333/469 [00:31<00:12, 10.72it/s, v_num=9, loss/train=0.210, alignment/train=0.0837, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 71%|███████ | 333/469 [00:31<00:12, 10.72it/s, v_num=9, loss/train=0.228, alignment/train=0.0973, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 71%|███████ | 334/469 [00:31<00:12, 10.72it/s, v_num=9, loss/train=0.228, alignment/train=0.0973, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 71%|███████ | 334/469 [00:31<00:12, 10.72it/s, v_num=9, loss/train=0.199, alignment/train=0.0773, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 71%|███████▏ | 335/469 [00:31<00:12, 10.71it/s, v_num=9, loss/train=0.199, alignment/train=0.0773, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 71%|███████▏ | 335/469 [00:31<00:12, 10.71it/s, v_num=9, loss/train=0.254, alignment/train=0.101, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 72%|███████▏ | 336/469 [00:31<00:12, 10.72it/s, v_num=9, loss/train=0.254, alignment/train=0.101, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 72%|███████▏ | 336/469 [00:31<00:12, 10.72it/s, v_num=9, loss/train=0.217, alignment/train=0.0839, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 72%|███████▏ | 337/469 [00:31<00:12, 10.70it/s, v_num=9, loss/train=0.217, alignment/train=0.0839, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 72%|███████▏ | 337/469 [00:31<00:12, 10.70it/s, v_num=9, loss/train=0.234, alignment/train=0.0738, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 72%|███████▏ | 338/469 [00:31<00:12, 10.71it/s, v_num=9, loss/train=0.234, alignment/train=0.0738, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 72%|███████▏ | 338/469 [00:31<00:12, 10.71it/s, v_num=9, loss/train=0.222, alignment/train=0.0833, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 72%|███████▏ | 339/469 [00:31<00:12, 10.72it/s, v_num=9, loss/train=0.222, alignment/train=0.0833, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 72%|███████▏ | 339/469 [00:31<00:12, 10.72it/s, v_num=9, loss/train=0.193, alignment/train=0.081, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 72%|███████▏ | 340/469 [00:31<00:12, 10.72it/s, v_num=9, loss/train=0.193, alignment/train=0.081, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 72%|███████▏ | 340/469 [00:31<00:12, 10.72it/s, v_num=9, loss/train=0.197, alignment/train=0.075, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 73%|███████▎ | 341/469 [00:31<00:11, 10.73it/s, v_num=9, loss/train=0.197, alignment/train=0.075, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 73%|███████▎ | 341/469 [00:31<00:11, 10.73it/s, v_num=9, loss/train=0.229, alignment/train=0.0848, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 73%|███████▎ | 342/469 [00:31<00:11, 10.74it/s, v_num=9, loss/train=0.229, alignment/train=0.0848, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 73%|███████▎ | 342/469 [00:31<00:11, 10.74it/s, v_num=9, loss/train=0.208, alignment/train=0.0806, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 73%|███████▎ | 343/469 [00:31<00:11, 10.73it/s, v_num=9, loss/train=0.208, alignment/train=0.0806, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 73%|███████▎ | 343/469 [00:31<00:11, 10.73it/s, v_num=9, loss/train=0.165, alignment/train=0.0814, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 73%|███████▎ | 344/469 [00:32<00:11, 10.73it/s, v_num=9, loss/train=0.165, alignment/train=0.0814, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 73%|███████▎ | 344/469 [00:32<00:11, 10.73it/s, v_num=9, loss/train=0.174, alignment/train=0.086, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 74%|███████▎ | 345/469 [00:32<00:11, 10.71it/s, v_num=9, loss/train=0.174, alignment/train=0.086, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 74%|███████▎ | 345/469 [00:32<00:11, 10.71it/s, v_num=9, loss/train=0.229, alignment/train=0.0838, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 74%|███████▍ | 346/469 [00:32<00:11, 10.72it/s, v_num=9, loss/train=0.229, alignment/train=0.0838, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 74%|███████▍ | 346/469 [00:32<00:11, 10.72it/s, v_num=9, loss/train=0.214, alignment/train=0.0874, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 74%|███████▍ | 347/469 [00:32<00:11, 10.73it/s, v_num=9, loss/train=0.214, alignment/train=0.0874, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 74%|███████▍ | 347/469 [00:32<00:11, 10.73it/s, v_num=9, loss/train=0.201, alignment/train=0.0921, uniformity/train=-3.53, contrastive_acc/train=0.988, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 74%|███████▍ | 348/469 [00:32<00:11, 10.72it/s, v_num=9, loss/train=0.201, alignment/train=0.0921, uniformity/train=-3.53, contrastive_acc/train=0.988, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 74%|███████▍ | 348/469 [00:32<00:11, 10.72it/s, v_num=9, loss/train=0.225, alignment/train=0.0907, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 74%|███████▍ | 349/469 [00:32<00:11, 10.73it/s, v_num=9, loss/train=0.225, alignment/train=0.0907, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 74%|███████▍ | 349/469 [00:32<00:11, 10.73it/s, v_num=9, loss/train=0.190, alignment/train=0.0758, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 75%|███████▍ | 350/469 [00:32<00:11, 10.73it/s, v_num=9, loss/train=0.190, alignment/train=0.0758, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 75%|███████▍ | 350/469 [00:32<00:11, 10.73it/s, v_num=9, loss/train=0.234, alignment/train=0.0824, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 75%|███████▍ | 351/469 [00:32<00:10, 10.73it/s, v_num=9, loss/train=0.234, alignment/train=0.0824, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 75%|███████▍ | 351/469 [00:32<00:10, 10.73it/s, v_num=9, loss/train=0.214, alignment/train=0.0972, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 75%|███████▌ | 352/469 [00:32<00:10, 10.71it/s, v_num=9, loss/train=0.214, alignment/train=0.0972, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 75%|███████▌ | 352/469 [00:32<00:10, 10.71it/s, v_num=9, loss/train=0.210, alignment/train=0.0831, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 75%|███████▌ | 353/469 [00:32<00:10, 10.72it/s, v_num=9, loss/train=0.210, alignment/train=0.0831, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 75%|███████▌ | 353/469 [00:32<00:10, 10.72it/s, v_num=9, loss/train=0.183, alignment/train=0.0786, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 75%|███████▌ | 354/469 [00:33<00:10, 10.73it/s, v_num=9, loss/train=0.183, alignment/train=0.0786, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 75%|███████▌ | 354/469 [00:33<00:10, 10.73it/s, v_num=9, loss/train=0.219, alignment/train=0.0777, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 76%|███████▌ | 355/469 [00:33<00:10, 10.74it/s, v_num=9, loss/train=0.219, alignment/train=0.0777, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 76%|███████▌ | 355/469 [00:33<00:10, 10.74it/s, v_num=9, loss/train=0.209, alignment/train=0.0664, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 76%|███████▌ | 356/469 [00:33<00:10, 10.75it/s, v_num=9, loss/train=0.209, alignment/train=0.0664, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 76%|███████▌ | 356/469 [00:33<00:10, 10.75it/s, v_num=9, loss/train=0.215, alignment/train=0.0838, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 76%|███████▌ | 357/469 [00:33<00:10, 10.75it/s, v_num=9, loss/train=0.215, alignment/train=0.0838, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 76%|███████▌ | 357/469 [00:33<00:10, 10.75it/s, v_num=9, loss/train=0.213, alignment/train=0.086, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 76%|███████▋ | 358/469 [00:33<00:10, 10.73it/s, v_num=9, loss/train=0.213, alignment/train=0.086, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 76%|███████▋ | 358/469 [00:33<00:10, 10.73it/s, v_num=9, loss/train=0.227, alignment/train=0.081, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 77%|███████▋ | 359/469 [00:33<00:10, 10.74it/s, v_num=9, loss/train=0.227, alignment/train=0.081, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 77%|███████▋ | 359/469 [00:33<00:10, 10.74it/s, v_num=9, loss/train=0.231, alignment/train=0.083, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 77%|███████▋ | 360/469 [00:33<00:10, 10.74it/s, v_num=9, loss/train=0.231, alignment/train=0.083, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 77%|███████▋ | 360/469 [00:33<00:10, 10.74it/s, v_num=9, loss/train=0.242, alignment/train=0.0989, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 77%|███████▋ | 361/469 [00:33<00:10, 10.73it/s, v_num=9, loss/train=0.242, alignment/train=0.0989, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 77%|███████▋ | 361/469 [00:33<00:10, 10.73it/s, v_num=9, loss/train=0.210, alignment/train=0.0819, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 77%|███████▋ | 362/469 [00:33<00:09, 10.73it/s, v_num=9, loss/train=0.210, alignment/train=0.0819, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 77%|███████▋ | 362/469 [00:33<00:09, 10.73it/s, v_num=9, loss/train=0.198, alignment/train=0.0767, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 77%|███████▋ | 363/469 [00:33<00:09, 10.74it/s, v_num=9, loss/train=0.198, alignment/train=0.0767, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 77%|███████▋ | 363/469 [00:33<00:09, 10.74it/s, v_num=9, loss/train=0.293, alignment/train=0.0979, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 78%|███████▊ | 364/469 [00:33<00:09, 10.74it/s, v_num=9, loss/train=0.293, alignment/train=0.0979, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 78%|███████▊ | 364/469 [00:33<00:09, 10.74it/s, v_num=9, loss/train=0.230, alignment/train=0.0904, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 78%|███████▊ | 365/469 [00:33<00:09, 10.74it/s, v_num=9, loss/train=0.230, alignment/train=0.0904, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 78%|███████▊ | 365/469 [00:34<00:09, 10.74it/s, v_num=9, loss/train=0.170, alignment/train=0.0816, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 78%|███████▊ | 366/469 [00:34<00:09, 10.75it/s, v_num=9, loss/train=0.170, alignment/train=0.0816, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 78%|███████▊ | 366/469 [00:34<00:09, 10.74it/s, v_num=9, loss/train=0.204, alignment/train=0.0848, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 78%|███████▊ | 367/469 [00:34<00:09, 10.76it/s, v_num=9, loss/train=0.204, alignment/train=0.0848, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 78%|███████▊ | 367/469 [00:34<00:09, 10.76it/s, v_num=9, loss/train=0.202, alignment/train=0.085, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 78%|███████▊ | 368/469 [00:34<00:09, 10.76it/s, v_num=9, loss/train=0.202, alignment/train=0.085, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 78%|███████▊ | 368/469 [00:34<00:09, 10.76it/s, v_num=9, loss/train=0.205, alignment/train=0.0848, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 79%|███████▊ | 369/469 [00:34<00:09, 10.75it/s, v_num=9, loss/train=0.205, alignment/train=0.0848, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 79%|███████▊ | 369/469 [00:34<00:09, 10.75it/s, v_num=9, loss/train=0.206, alignment/train=0.0847, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 79%|███████▉ | 370/469 [00:34<00:09, 10.75it/s, v_num=9, loss/train=0.206, alignment/train=0.0847, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 79%|███████▉ | 370/469 [00:34<00:09, 10.75it/s, v_num=9, loss/train=0.241, alignment/train=0.0893, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 79%|███████▉ | 371/469 [00:34<00:09, 10.75it/s, v_num=9, loss/train=0.241, alignment/train=0.0893, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 79%|███████▉ | 371/469 [00:34<00:09, 10.75it/s, v_num=9, loss/train=0.198, alignment/train=0.0828, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 79%|███████▉ | 372/469 [00:34<00:09, 10.76it/s, v_num=9, loss/train=0.198, alignment/train=0.0828, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 79%|███████▉ | 372/469 [00:34<00:09, 10.75it/s, v_num=9, loss/train=0.229, alignment/train=0.0853, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 80%|███████▉ | 373/469 [00:34<00:08, 10.76it/s, v_num=9, loss/train=0.229, alignment/train=0.0853, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 80%|███████▉ | 373/469 [00:34<00:08, 10.76it/s, v_num=9, loss/train=0.218, alignment/train=0.0928, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 80%|███████▉ | 374/469 [00:34<00:08, 10.75it/s, v_num=9, loss/train=0.218, alignment/train=0.0928, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 80%|███████▉ | 374/469 [00:34<00:08, 10.75it/s, v_num=9, loss/train=0.212, alignment/train=0.0895, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 80%|███████▉ | 375/469 [00:34<00:08, 10.75it/s, v_num=9, loss/train=0.212, alignment/train=0.0895, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 80%|███████▉ | 375/469 [00:34<00:08, 10.75it/s, v_num=9, loss/train=0.223, alignment/train=0.0852, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 80%|████████ | 376/469 [00:34<00:08, 10.76it/s, v_num=9, loss/train=0.223, alignment/train=0.0852, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 80%|████████ | 376/469 [00:34<00:08, 10.76it/s, v_num=9, loss/train=0.245, alignment/train=0.0923, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 80%|████████ | 377/469 [00:35<00:08, 10.75it/s, v_num=9, loss/train=0.245, alignment/train=0.0923, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 80%|████████ | 377/469 [00:35<00:08, 10.75it/s, v_num=9, loss/train=0.209, alignment/train=0.0861, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 81%|████████ | 378/469 [00:35<00:08, 10.76it/s, v_num=9, loss/train=0.209, alignment/train=0.0861, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 81%|████████ | 378/469 [00:35<00:08, 10.76it/s, v_num=9, loss/train=0.229, alignment/train=0.0817, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 81%|████████ | 379/469 [00:35<00:08, 10.77it/s, v_num=9, loss/train=0.229, alignment/train=0.0817, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 81%|████████ | 379/469 [00:35<00:08, 10.77it/s, v_num=9, loss/train=0.211, alignment/train=0.0932, uniformity/train=-3.51, contrastive_acc/train=0.984, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 81%|████████ | 380/469 [00:35<00:08, 10.78it/s, v_num=9, loss/train=0.211, alignment/train=0.0932, uniformity/train=-3.51, contrastive_acc/train=0.984, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 81%|████████ | 380/469 [00:35<00:08, 10.78it/s, v_num=9, loss/train=0.260, alignment/train=0.0875, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 81%|████████ | 381/469 [00:35<00:08, 10.78it/s, v_num=9, loss/train=0.260, alignment/train=0.0875, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 81%|████████ | 381/469 [00:35<00:08, 10.78it/s, v_num=9, loss/train=0.222, alignment/train=0.0842, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 81%|████████▏ | 382/469 [00:35<00:08, 10.79it/s, v_num=9, loss/train=0.222, alignment/train=0.0842, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 81%|████████▏ | 382/469 [00:35<00:08, 10.79it/s, v_num=9, loss/train=0.239, alignment/train=0.089, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 82%|████████▏ | 383/469 [00:35<00:07, 10.77it/s, v_num=9, loss/train=0.239, alignment/train=0.089, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 82%|████████▏ | 383/469 [00:35<00:07, 10.77it/s, v_num=9, loss/train=0.226, alignment/train=0.081, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 82%|████████▏ | 384/469 [00:35<00:07, 10.77it/s, v_num=9, loss/train=0.226, alignment/train=0.081, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 82%|████████▏ | 384/469 [00:35<00:07, 10.77it/s, v_num=9, loss/train=0.189, alignment/train=0.0832, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 82%|████████▏ | 385/469 [00:35<00:07, 10.77it/s, v_num=9, loss/train=0.189, alignment/train=0.0832, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 82%|████████▏ | 385/469 [00:35<00:07, 10.77it/s, v_num=9, loss/train=0.236, alignment/train=0.0798, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 82%|████████▏ | 386/469 [00:35<00:07, 10.78it/s, v_num=9, loss/train=0.236, alignment/train=0.0798, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 82%|████████▏ | 386/469 [00:35<00:07, 10.78it/s, v_num=9, loss/train=0.235, alignment/train=0.0841, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 83%|████████▎ | 387/469 [00:35<00:07, 10.78it/s, v_num=9, loss/train=0.235, alignment/train=0.0841, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 83%|████████▎ | 387/469 [00:35<00:07, 10.78it/s, v_num=9, loss/train=0.198, alignment/train=0.0853, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 83%|████████▎ | 388/469 [00:36<00:07, 10.76it/s, v_num=9, loss/train=0.198, alignment/train=0.0853, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 83%|████████▎ | 388/469 [00:36<00:07, 10.76it/s, v_num=9, loss/train=0.214, alignment/train=0.0843, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 83%|████████▎ | 389/469 [00:36<00:07, 10.77it/s, v_num=9, loss/train=0.214, alignment/train=0.0843, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 83%|████████▎ | 389/469 [00:36<00:07, 10.77it/s, v_num=9, loss/train=0.166, alignment/train=0.0792, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 83%|████████▎ | 390/469 [00:36<00:07, 10.78it/s, v_num=9, loss/train=0.166, alignment/train=0.0792, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 83%|████████▎ | 390/469 [00:36<00:07, 10.78it/s, v_num=9, loss/train=0.181, alignment/train=0.0748, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 83%|████████▎ | 391/469 [00:36<00:07, 10.79it/s, v_num=9, loss/train=0.181, alignment/train=0.0748, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 83%|████████▎ | 391/469 [00:36<00:07, 10.79it/s, v_num=9, loss/train=0.180, alignment/train=0.0834, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 84%|████████▎ | 392/469 [00:36<00:07, 10.78it/s, v_num=9, loss/train=0.180, alignment/train=0.0834, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 84%|████████▎ | 392/469 [00:36<00:07, 10.78it/s, v_num=9, loss/train=0.215, alignment/train=0.085, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 84%|████████▍ | 393/469 [00:36<00:07, 10.78it/s, v_num=9, loss/train=0.215, alignment/train=0.085, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 84%|████████▍ | 393/469 [00:36<00:07, 10.78it/s, v_num=9, loss/train=0.219, alignment/train=0.0791, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 84%|████████▍ | 394/469 [00:36<00:06, 10.79it/s, v_num=9, loss/train=0.219, alignment/train=0.0791, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 84%|████████▍ | 394/469 [00:36<00:06, 10.79it/s, v_num=9, loss/train=0.241, alignment/train=0.0881, uniformity/train=-3.51, contrastive_acc/train=0.980, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 84%|████████▍ | 395/469 [00:36<00:06, 10.80it/s, v_num=9, loss/train=0.241, alignment/train=0.0881, uniformity/train=-3.51, contrastive_acc/train=0.980, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 84%|████████▍ | 395/469 [00:36<00:06, 10.80it/s, v_num=9, loss/train=0.188, alignment/train=0.0816, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 84%|████████▍ | 396/469 [00:36<00:06, 10.81it/s, v_num=9, loss/train=0.188, alignment/train=0.0816, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 84%|████████▍ | 396/469 [00:36<00:06, 10.81it/s, v_num=9, loss/train=0.264, alignment/train=0.0983, uniformity/train=-3.50, contrastive_acc/train=0.984, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 85%|████████▍ | 397/469 [00:36<00:06, 10.80it/s, v_num=9, loss/train=0.264, alignment/train=0.0983, uniformity/train=-3.50, contrastive_acc/train=0.984, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 85%|████████▍ | 397/469 [00:36<00:06, 10.80it/s, v_num=9, loss/train=0.290, alignment/train=0.0815, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 85%|████████▍ | 398/469 [00:36<00:06, 10.79it/s, v_num=9, loss/train=0.290, alignment/train=0.0815, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 85%|████████▍ | 398/469 [00:36<00:06, 10.79it/s, v_num=9, loss/train=0.199, alignment/train=0.081, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 85%|████████▌ | 399/469 [00:36<00:06, 10.79it/s, v_num=9, loss/train=0.199, alignment/train=0.081, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 85%|████████▌ | 399/469 [00:36<00:06, 10.79it/s, v_num=9, loss/train=0.225, alignment/train=0.0886, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 85%|████████▌ | 400/469 [00:37<00:06, 10.79it/s, v_num=9, loss/train=0.225, alignment/train=0.0886, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 85%|████████▌ | 400/469 [00:37<00:06, 10.79it/s, v_num=9, loss/train=0.209, alignment/train=0.0892, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 86%|████████▌ | 401/469 [00:37<00:06, 10.80it/s, v_num=9, loss/train=0.209, alignment/train=0.0892, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 86%|████████▌ | 401/469 [00:37<00:06, 10.80it/s, v_num=9, loss/train=0.238, alignment/train=0.0966, uniformity/train=-3.51, contrastive_acc/train=0.988, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 86%|████████▌ | 402/469 [00:37<00:06, 10.80it/s, v_num=9, loss/train=0.238, alignment/train=0.0966, uniformity/train=-3.51, contrastive_acc/train=0.988, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 86%|████████▌ | 402/469 [00:37<00:06, 10.80it/s, v_num=9, loss/train=0.250, alignment/train=0.0843, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 86%|████████▌ | 403/469 [00:37<00:06, 10.80it/s, v_num=9, loss/train=0.250, alignment/train=0.0843, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 86%|████████▌ | 403/469 [00:37<00:06, 10.80it/s, v_num=9, loss/train=0.238, alignment/train=0.0884, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 86%|████████▌ | 404/469 [00:37<00:06, 10.79it/s, v_num=9, loss/train=0.238, alignment/train=0.0884, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 86%|████████▌ | 404/469 [00:37<00:06, 10.79it/s, v_num=9, loss/train=0.205, alignment/train=0.0931, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 86%|████████▋ | 405/469 [00:37<00:05, 10.79it/s, v_num=9, loss/train=0.205, alignment/train=0.0931, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 86%|████████▋ | 405/469 [00:37<00:05, 10.79it/s, v_num=9, loss/train=0.265, alignment/train=0.0872, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 87%|████████▋ | 406/469 [00:37<00:05, 10.80it/s, v_num=9, loss/train=0.265, alignment/train=0.0872, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 87%|████████▋ | 406/469 [00:37<00:05, 10.80it/s, v_num=9, loss/train=0.245, alignment/train=0.0919, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 87%|████████▋ | 407/469 [00:37<00:05, 10.80it/s, v_num=9, loss/train=0.245, alignment/train=0.0919, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 87%|████████▋ | 407/469 [00:37<00:05, 10.80it/s, v_num=9, loss/train=0.235, alignment/train=0.0881, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 87%|████████▋ | 408/469 [00:37<00:05, 10.79it/s, v_num=9, loss/train=0.235, alignment/train=0.0881, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 87%|████████▋ | 408/469 [00:37<00:05, 10.79it/s, v_num=9, loss/train=0.243, alignment/train=0.0961, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 87%|████████▋ | 409/469 [00:37<00:05, 10.80it/s, v_num=9, loss/train=0.243, alignment/train=0.0961, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 87%|████████▋ | 409/469 [00:37<00:05, 10.80it/s, v_num=9, loss/train=0.250, alignment/train=0.102, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 87%|████████▋ | 410/469 [00:37<00:05, 10.80it/s, v_num=9, loss/train=0.250, alignment/train=0.102, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 87%|████████▋ | 410/469 [00:37<00:05, 10.80it/s, v_num=9, loss/train=0.203, alignment/train=0.081, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 88%|████████▊ | 411/469 [00:38<00:05, 10.81it/s, v_num=9, loss/train=0.203, alignment/train=0.081, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 88%|████████▊ | 411/469 [00:38<00:05, 10.81it/s, v_num=9, loss/train=0.216, alignment/train=0.0808, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 88%|████████▊ | 412/469 [00:38<00:05, 10.81it/s, v_num=9, loss/train=0.216, alignment/train=0.0808, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 88%|████████▊ | 412/469 [00:38<00:05, 10.81it/s, v_num=9, loss/train=0.182, alignment/train=0.0724, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 88%|████████▊ | 413/469 [00:38<00:05, 10.80it/s, v_num=9, loss/train=0.182, alignment/train=0.0724, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 88%|████████▊ | 413/469 [00:38<00:05, 10.80it/s, v_num=9, loss/train=0.218, alignment/train=0.0745, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 88%|████████▊ | 414/469 [00:38<00:05, 10.80it/s, v_num=9, loss/train=0.218, alignment/train=0.0745, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 88%|████████▊ | 414/469 [00:38<00:05, 10.80it/s, v_num=9, loss/train=0.200, alignment/train=0.0817, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 88%|████████▊ | 415/469 [00:38<00:04, 10.81it/s, v_num=9, loss/train=0.200, alignment/train=0.0817, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 88%|████████▊ | 415/469 [00:38<00:04, 10.81it/s, v_num=9, loss/train=0.208, alignment/train=0.0801, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 89%|████████▊ | 416/469 [00:38<00:04, 10.81it/s, v_num=9, loss/train=0.208, alignment/train=0.0801, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 89%|████████▊ | 416/469 [00:38<00:04, 10.81it/s, v_num=9, loss/train=0.228, alignment/train=0.0829, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 89%|████████▉ | 417/469 [00:38<00:04, 10.81it/s, v_num=9, loss/train=0.228, alignment/train=0.0829, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 89%|████████▉ | 417/469 [00:38<00:04, 10.81it/s, v_num=9, loss/train=0.201, alignment/train=0.0745, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 89%|████████▉ | 418/469 [00:38<00:04, 10.82it/s, v_num=9, loss/train=0.201, alignment/train=0.0745, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 89%|████████▉ | 418/469 [00:38<00:04, 10.82it/s, v_num=9, loss/train=0.233, alignment/train=0.0841, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 89%|████████▉ | 419/469 [00:38<00:04, 10.80it/s, v_num=9, loss/train=0.233, alignment/train=0.0841, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 89%|████████▉ | 419/469 [00:38<00:04, 10.80it/s, v_num=9, loss/train=0.277, alignment/train=0.108, uniformity/train=-3.49, contrastive_acc/train=0.988, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 90%|████████▉ | 420/469 [00:38<00:04, 10.81it/s, v_num=9, loss/train=0.277, alignment/train=0.108, uniformity/train=-3.49, contrastive_acc/train=0.988, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 90%|████████▉ | 420/469 [00:38<00:04, 10.81it/s, v_num=9, loss/train=0.232, alignment/train=0.0836, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 90%|████████▉ | 421/469 [00:38<00:04, 10.82it/s, v_num=9, loss/train=0.232, alignment/train=0.0836, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 90%|████████▉ | 421/469 [00:38<00:04, 10.82it/s, v_num=9, loss/train=0.200, alignment/train=0.0821, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 90%|████████▉ | 422/469 [00:38<00:04, 10.83it/s, v_num=9, loss/train=0.200, alignment/train=0.0821, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 90%|████████▉ | 422/469 [00:38<00:04, 10.83it/s, v_num=9, loss/train=0.201, alignment/train=0.0832, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 90%|█████████ | 423/469 [00:39<00:04, 10.82it/s, v_num=9, loss/train=0.201, alignment/train=0.0832, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 90%|█████████ | 423/469 [00:39<00:04, 10.82it/s, v_num=9, loss/train=0.208, alignment/train=0.0788, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 90%|█████████ | 424/469 [00:39<00:04, 10.82it/s, v_num=9, loss/train=0.208, alignment/train=0.0788, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 90%|█████████ | 424/469 [00:39<00:04, 10.82it/s, v_num=9, loss/train=0.206, alignment/train=0.0961, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 91%|█████████ | 425/469 [00:39<00:04, 10.82it/s, v_num=9, loss/train=0.206, alignment/train=0.0961, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 91%|█████████ | 425/469 [00:39<00:04, 10.82it/s, v_num=9, loss/train=0.200, alignment/train=0.086, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 91%|█████████ | 426/469 [00:39<00:03, 10.81it/s, v_num=9, loss/train=0.200, alignment/train=0.086, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 91%|█████████ | 426/469 [00:39<00:03, 10.81it/s, v_num=9, loss/train=0.233, alignment/train=0.0813, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 91%|█████████ | 427/469 [00:39<00:03, 10.82it/s, v_num=9, loss/train=0.233, alignment/train=0.0813, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 91%|█████████ | 427/469 [00:39<00:03, 10.82it/s, v_num=9, loss/train=0.213, alignment/train=0.0912, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 91%|█████████▏| 428/469 [00:39<00:03, 10.82it/s, v_num=9, loss/train=0.213, alignment/train=0.0912, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 91%|█████████▏| 428/469 [00:39<00:03, 10.82it/s, v_num=9, loss/train=0.194, alignment/train=0.0759, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 91%|█████████▏| 429/469 [00:39<00:03, 10.83it/s, v_num=9, loss/train=0.194, alignment/train=0.0759, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 91%|█████████▏| 429/469 [00:39<00:03, 10.83it/s, v_num=9, loss/train=0.202, alignment/train=0.0895, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 92%|█████████▏| 430/469 [00:39<00:03, 10.84it/s, v_num=9, loss/train=0.202, alignment/train=0.0895, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 92%|█████████▏| 430/469 [00:39<00:03, 10.84it/s, v_num=9, loss/train=0.220, alignment/train=0.0837, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 92%|█████████▏| 431/469 [00:39<00:03, 10.83it/s, v_num=9, loss/train=0.220, alignment/train=0.0837, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 92%|█████████▏| 431/469 [00:39<00:03, 10.83it/s, v_num=9, loss/train=0.215, alignment/train=0.0797, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 92%|█████████▏| 432/469 [00:39<00:03, 10.83it/s, v_num=9, loss/train=0.215, alignment/train=0.0797, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 92%|█████████▏| 432/469 [00:39<00:03, 10.83it/s, v_num=9, loss/train=0.247, alignment/train=0.0913, uniformity/train=-3.50, contrastive_acc/train=0.984, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 92%|█████████▏| 433/469 [00:40<00:03, 10.82it/s, v_num=9, loss/train=0.247, alignment/train=0.0913, uniformity/train=-3.50, contrastive_acc/train=0.984, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 92%|█████████▏| 433/469 [00:40<00:03, 10.82it/s, v_num=9, loss/train=0.225, alignment/train=0.0851, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 93%|█████████▎| 434/469 [00:40<00:03, 10.82it/s, v_num=9, loss/train=0.225, alignment/train=0.0851, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 93%|█████████▎| 434/469 [00:40<00:03, 10.82it/s, v_num=9, loss/train=0.222, alignment/train=0.0795, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 93%|█████████▎| 435/469 [00:40<00:03, 10.82it/s, v_num=9, loss/train=0.222, alignment/train=0.0795, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 93%|█████████▎| 435/469 [00:40<00:03, 10.82it/s, v_num=9, loss/train=0.210, alignment/train=0.0811, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 93%|█████████▎| 436/469 [00:40<00:03, 10.83it/s, v_num=9, loss/train=0.210, alignment/train=0.0811, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 93%|█████████▎| 436/469 [00:40<00:03, 10.83it/s, v_num=9, loss/train=0.213, alignment/train=0.0817, uniformity/train=-3.49, contrastive_acc/train=0.988, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 93%|█████████▎| 437/469 [00:40<00:02, 10.84it/s, v_num=9, loss/train=0.213, alignment/train=0.0817, uniformity/train=-3.49, contrastive_acc/train=0.988, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 93%|█████████▎| 437/469 [00:40<00:02, 10.84it/s, v_num=9, loss/train=0.282, alignment/train=0.0985, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 93%|█████████▎| 438/469 [00:40<00:02, 10.84it/s, v_num=9, loss/train=0.282, alignment/train=0.0985, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 93%|█████████▎| 438/469 [00:40<00:02, 10.84it/s, v_num=9, loss/train=0.185, alignment/train=0.0789, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 94%|█████████▎| 439/469 [00:40<00:02, 10.83it/s, v_num=9, loss/train=0.185, alignment/train=0.0789, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 94%|█████████▎| 439/469 [00:40<00:02, 10.83it/s, v_num=9, loss/train=0.215, alignment/train=0.0736, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 94%|█████████▍| 440/469 [00:40<00:02, 10.83it/s, v_num=9, loss/train=0.215, alignment/train=0.0736, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 94%|█████████▍| 440/469 [00:40<00:02, 10.83it/s, v_num=9, loss/train=0.212, alignment/train=0.0854, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 94%|█████████▍| 441/469 [00:40<00:02, 10.83it/s, v_num=9, loss/train=0.212, alignment/train=0.0854, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 94%|█████████▍| 441/469 [00:40<00:02, 10.83it/s, v_num=9, loss/train=0.179, alignment/train=0.0856, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 94%|█████████▍| 442/469 [00:40<00:02, 10.84it/s, v_num=9, loss/train=0.179, alignment/train=0.0856, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 94%|█████████▍| 442/469 [00:40<00:02, 10.84it/s, v_num=9, loss/train=0.206, alignment/train=0.0915, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 94%|█████████▍| 443/469 [00:40<00:02, 10.83it/s, v_num=9, loss/train=0.206, alignment/train=0.0915, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 94%|█████████▍| 443/469 [00:40<00:02, 10.83it/s, v_num=9, loss/train=0.228, alignment/train=0.0872, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 95%|█████████▍| 444/469 [00:41<00:02, 10.82it/s, v_num=9, loss/train=0.228, alignment/train=0.0872, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 95%|█████████▍| 444/469 [00:41<00:02, 10.82it/s, v_num=9, loss/train=0.206, alignment/train=0.0854, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 95%|█████████▍| 445/469 [00:41<00:02, 10.83it/s, v_num=9, loss/train=0.206, alignment/train=0.0854, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 95%|█████████▍| 445/469 [00:41<00:02, 10.83it/s, v_num=9, loss/train=0.230, alignment/train=0.0934, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 95%|█████████▌| 446/469 [00:41<00:02, 10.84it/s, v_num=9, loss/train=0.230, alignment/train=0.0934, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 95%|█████████▌| 446/469 [00:41<00:02, 10.84it/s, v_num=9, loss/train=0.236, alignment/train=0.0836, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 95%|█████████▌| 447/469 [00:41<00:02, 10.84it/s, v_num=9, loss/train=0.236, alignment/train=0.0836, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 95%|█████████▌| 447/469 [00:41<00:02, 10.84it/s, v_num=9, loss/train=0.220, alignment/train=0.0923, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 96%|█████████▌| 448/469 [00:41<00:01, 10.84it/s, v_num=9, loss/train=0.220, alignment/train=0.0923, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 96%|█████████▌| 448/469 [00:41<00:01, 10.84it/s, v_num=9, loss/train=0.229, alignment/train=0.0864, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 96%|█████████▌| 449/469 [00:41<00:01, 10.83it/s, v_num=9, loss/train=0.229, alignment/train=0.0864, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 96%|█████████▌| 449/469 [00:41<00:01, 10.83it/s, v_num=9, loss/train=0.193, alignment/train=0.0785, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 96%|█████████▌| 450/469 [00:41<00:01, 10.83it/s, v_num=9, loss/train=0.193, alignment/train=0.0785, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 96%|█████████▌| 450/469 [00:41<00:01, 10.83it/s, v_num=9, loss/train=0.191, alignment/train=0.0759, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 96%|█████████▌| 451/469 [00:41<00:01, 10.85it/s, v_num=9, loss/train=0.191, alignment/train=0.0759, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 96%|█████████▌| 451/469 [00:41<00:01, 10.85it/s, v_num=9, loss/train=0.189, alignment/train=0.0855, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 96%|█████████▋| 452/469 [00:41<00:01, 10.86it/s, v_num=9, loss/train=0.189, alignment/train=0.0855, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 96%|█████████▋| 452/469 [00:41<00:01, 10.86it/s, v_num=9, loss/train=0.208, alignment/train=0.0842, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 97%|█████████▋| 453/469 [00:41<00:01, 10.88it/s, v_num=9, loss/train=0.208, alignment/train=0.0842, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 97%|█████████▋| 453/469 [00:41<00:01, 10.88it/s, v_num=9, loss/train=0.217, alignment/train=0.0742, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 97%|█████████▋| 454/469 [00:41<00:01, 10.89it/s, v_num=9, loss/train=0.217, alignment/train=0.0742, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 97%|█████████▋| 454/469 [00:41<00:01, 10.89it/s, v_num=9, loss/train=0.217, alignment/train=0.0831, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 97%|█████████▋| 455/469 [00:41<00:01, 10.90it/s, v_num=9, loss/train=0.217, alignment/train=0.0831, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 97%|█████████▋| 455/469 [00:41<00:01, 10.90it/s, v_num=9, loss/train=0.225, alignment/train=0.0816, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 97%|█████████▋| 456/469 [00:41<00:01, 10.92it/s, v_num=9, loss/train=0.225, alignment/train=0.0816, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 97%|█████████▋| 456/469 [00:41<00:01, 10.92it/s, v_num=9, loss/train=0.246, alignment/train=0.0974, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 97%|█████████▋| 457/469 [00:41<00:01, 10.93it/s, v_num=9, loss/train=0.246, alignment/train=0.0974, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 97%|█████████▋| 457/469 [00:41<00:01, 10.93it/s, v_num=9, loss/train=0.249, alignment/train=0.0939, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 98%|█████████▊| 458/469 [00:41<00:01, 10.95it/s, v_num=9, loss/train=0.249, alignment/train=0.0939, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 98%|█████████▊| 458/469 [00:41<00:01, 10.95it/s, v_num=9, loss/train=0.218, alignment/train=0.085, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 98%|█████████▊| 459/469 [00:41<00:00, 10.96it/s, v_num=9, loss/train=0.218, alignment/train=0.085, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 98%|█████████▊| 459/469 [00:41<00:00, 10.96it/s, v_num=9, loss/train=0.251, alignment/train=0.103, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 98%|█████████▊| 460/469 [00:41<00:00, 10.98it/s, v_num=9, loss/train=0.251, alignment/train=0.103, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 98%|█████████▊| 460/469 [00:41<00:00, 10.98it/s, v_num=9, loss/train=0.232, alignment/train=0.0916, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 98%|█████████▊| 461/469 [00:41<00:00, 10.99it/s, v_num=9, loss/train=0.232, alignment/train=0.0916, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 98%|█████████▊| 461/469 [00:41<00:00, 10.99it/s, v_num=9, loss/train=0.221, alignment/train=0.0814, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 99%|█████████▊| 462/469 [00:41<00:00, 11.00it/s, v_num=9, loss/train=0.221, alignment/train=0.0814, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 99%|█████████▊| 462/469 [00:41<00:00, 11.00it/s, v_num=9, loss/train=0.215, alignment/train=0.0896, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 99%|█████████▊| 463/469 [00:42<00:00, 11.02it/s, v_num=9, loss/train=0.215, alignment/train=0.0896, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 99%|█████████▊| 463/469 [00:42<00:00, 11.02it/s, v_num=9, loss/train=0.187, alignment/train=0.0795, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 99%|█████████▉| 464/469 [00:42<00:00, 11.03it/s, v_num=9, loss/train=0.187, alignment/train=0.0795, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 99%|█████████▉| 464/469 [00:42<00:00, 11.03it/s, v_num=9, loss/train=0.235, alignment/train=0.104, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 99%|█████████▉| 465/469 [00:42<00:00, 11.05it/s, v_num=9, loss/train=0.235, alignment/train=0.104, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 99%|█████████▉| 465/469 [00:42<00:00, 11.05it/s, v_num=9, loss/train=0.203, alignment/train=0.0804, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 99%|█████████▉| 466/469 [00:42<00:00, 11.06it/s, v_num=9, loss/train=0.203, alignment/train=0.0804, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 99%|█████████▉| 466/469 [00:42<00:00, 11.06it/s, v_num=9, loss/train=0.207, alignment/train=0.0881, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 100%|█████████▉| 467/469 [00:42<00:00, 11.07it/s, v_num=9, loss/train=0.207, alignment/train=0.0881, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 100%|█████████▉| 467/469 [00:42<00:00, 11.07it/s, v_num=9, loss/train=0.158, alignment/train=0.0745, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 100%|█████████▉| 468/469 [00:42<00:00, 11.09it/s, v_num=9, loss/train=0.158, alignment/train=0.0745, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 100%|█████████▉| 468/469 [00:42<00:00, 11.09it/s, v_num=9, loss/train=0.226, alignment/train=0.102, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 100%|██████████| 469/469 [00:42<00:00, 11.10it/s, v_num=9, loss/train=0.226, alignment/train=0.102, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 100%|██████████| 469/469 [00:42<00:00, 11.10it/s, v_num=9, loss/train=0.154, alignment/train=0.0816, uniformity/train=-3.50, contrastive_acc/train=0.995, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
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Epoch 11: 100%|██████████| 469/469 [00:49<00:00, 9.50it/s, v_num=9, loss/train=0.154, alignment/train=0.0816, uniformity/train=-3.50, contrastive_acc/train=0.995, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 11: 100%|██████████| 469/469 [00:49<00:00, 9.50it/s, v_num=9, loss/train=0.154, alignment/train=0.0816, uniformity/train=-3.50, contrastive_acc/train=0.995, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
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Epoch 12: 0%| | 0/469 [00:00<?, ?it/s, v_num=9, loss/train=0.154, alignment/train=0.0816, uniformity/train=-3.50, contrastive_acc/train=0.995, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 0%| | 1/469 [00:01<12:29, 0.62it/s, v_num=9, loss/train=0.154, alignment/train=0.0816, uniformity/train=-3.50, contrastive_acc/train=0.995, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 0%| | 1/469 [00:01<12:29, 0.62it/s, v_num=9, loss/train=0.259, alignment/train=0.0894, uniformity/train=-3.50, contrastive_acc/train=0.984, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 0%| | 2/469 [00:01<06:43, 1.16it/s, v_num=9, loss/train=0.259, alignment/train=0.0894, uniformity/train=-3.50, contrastive_acc/train=0.984, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 0%| | 2/469 [00:01<06:43, 1.16it/s, v_num=9, loss/train=0.197, alignment/train=0.0855, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 1%| | 3/469 [00:01<04:37, 1.68it/s, v_num=9, loss/train=0.197, alignment/train=0.0855, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 1%| | 3/469 [00:01<04:37, 1.68it/s, v_num=9, loss/train=0.220, alignment/train=0.0853, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 1%| | 4/469 [00:01<03:39, 2.12it/s, v_num=9, loss/train=0.220, alignment/train=0.0853, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 1%| | 4/469 [00:01<03:39, 2.12it/s, v_num=9, loss/train=0.196, alignment/train=0.0828, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 1%| | 5/469 [00:01<03:04, 2.52it/s, v_num=9, loss/train=0.196, alignment/train=0.0828, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 1%| | 5/469 [00:01<03:04, 2.51it/s, v_num=9, loss/train=0.205, alignment/train=0.0991, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 1%|▏ | 6/469 [00:02<02:37, 2.94it/s, v_num=9, loss/train=0.205, alignment/train=0.0991, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 1%|▏ | 6/469 [00:02<02:37, 2.94it/s, v_num=9, loss/train=0.207, alignment/train=0.0827, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 1%|▏ | 7/469 [00:02<02:21, 3.27it/s, v_num=9, loss/train=0.207, alignment/train=0.0827, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 1%|▏ | 7/469 [00:02<02:21, 3.26it/s, v_num=9, loss/train=0.218, alignment/train=0.092, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 2%|▏ | 8/469 [00:02<02:06, 3.64it/s, v_num=9, loss/train=0.218, alignment/train=0.092, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 2%|▏ | 8/469 [00:02<02:06, 3.64it/s, v_num=9, loss/train=0.189, alignment/train=0.0887, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 2%|▏ | 9/469 [00:02<01:56, 3.97it/s, v_num=9, loss/train=0.189, alignment/train=0.0887, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 2%|▏ | 9/469 [00:02<01:56, 3.96it/s, v_num=9, loss/train=0.193, alignment/train=0.0936, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 2%|▏ | 10/469 [00:02<01:48, 4.25it/s, v_num=9, loss/train=0.193, alignment/train=0.0936, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 2%|▏ | 10/469 [00:02<01:48, 4.25it/s, v_num=9, loss/train=0.210, alignment/train=0.0912, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 2%|▏ | 11/469 [00:02<01:43, 4.43it/s, v_num=9, loss/train=0.210, alignment/train=0.0912, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 2%|▏ | 11/469 [00:02<01:43, 4.43it/s, v_num=9, loss/train=0.200, alignment/train=0.0833, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 3%|▎ | 12/469 [00:02<01:38, 4.63it/s, v_num=9, loss/train=0.200, alignment/train=0.0833, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 3%|▎ | 12/469 [00:02<01:38, 4.63it/s, v_num=9, loss/train=0.167, alignment/train=0.0837, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 3%|▎ | 13/469 [00:02<01:33, 4.89it/s, v_num=9, loss/train=0.167, alignment/train=0.0837, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 3%|▎ | 13/469 [00:02<01:33, 4.89it/s, v_num=9, loss/train=0.222, alignment/train=0.092, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 3%|▎ | 14/469 [00:02<01:29, 5.09it/s, v_num=9, loss/train=0.222, alignment/train=0.092, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 3%|▎ | 14/469 [00:02<01:29, 5.09it/s, v_num=9, loss/train=0.193, alignment/train=0.0814, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 3%|▎ | 15/469 [00:02<01:26, 5.24it/s, v_num=9, loss/train=0.193, alignment/train=0.0814, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 3%|▎ | 15/469 [00:02<01:26, 5.24it/s, v_num=9, loss/train=0.242, alignment/train=0.0926, uniformity/train=-3.51, contrastive_acc/train=0.984, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 3%|▎ | 16/469 [00:02<01:22, 5.48it/s, v_num=9, loss/train=0.242, alignment/train=0.0926, uniformity/train=-3.51, contrastive_acc/train=0.984, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 3%|▎ | 16/469 [00:02<01:22, 5.48it/s, v_num=9, loss/train=0.204, alignment/train=0.0865, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 4%|▎ | 17/469 [00:03<01:20, 5.64it/s, v_num=9, loss/train=0.204, alignment/train=0.0865, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 4%|▎ | 17/469 [00:03<01:20, 5.64it/s, v_num=9, loss/train=0.215, alignment/train=0.0905, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 4%|▍ | 18/469 [00:03<01:17, 5.84it/s, v_num=9, loss/train=0.215, alignment/train=0.0905, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 4%|▍ | 18/469 [00:03<01:17, 5.84it/s, v_num=9, loss/train=0.221, alignment/train=0.0874, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 4%|▍ | 19/469 [00:03<01:16, 5.87it/s, v_num=9, loss/train=0.221, alignment/train=0.0874, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 4%|▍ | 19/469 [00:03<01:16, 5.87it/s, v_num=9, loss/train=0.269, alignment/train=0.0838, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 4%|▍ | 20/469 [00:03<01:14, 6.06it/s, v_num=9, loss/train=0.269, alignment/train=0.0838, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 4%|▍ | 20/469 [00:03<01:14, 6.06it/s, v_num=9, loss/train=0.227, alignment/train=0.0961, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 4%|▍ | 21/469 [00:03<01:11, 6.25it/s, v_num=9, loss/train=0.227, alignment/train=0.0961, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 4%|▍ | 21/469 [00:03<01:11, 6.25it/s, v_num=9, loss/train=0.181, alignment/train=0.0833, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 5%|▍ | 22/469 [00:03<01:10, 6.34it/s, v_num=9, loss/train=0.181, alignment/train=0.0833, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 5%|▍ | 22/469 [00:03<01:10, 6.34it/s, v_num=9, loss/train=0.221, alignment/train=0.0864, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 5%|▍ | 23/469 [00:03<01:08, 6.47it/s, v_num=9, loss/train=0.221, alignment/train=0.0864, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 5%|▍ | 23/469 [00:03<01:08, 6.47it/s, v_num=9, loss/train=0.224, alignment/train=0.0944, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 5%|▌ | 24/469 [00:03<01:07, 6.60it/s, v_num=9, loss/train=0.224, alignment/train=0.0944, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 5%|▌ | 24/469 [00:03<01:07, 6.60it/s, v_num=9, loss/train=0.215, alignment/train=0.0861, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 5%|▌ | 25/469 [00:03<01:05, 6.77it/s, v_num=9, loss/train=0.215, alignment/train=0.0861, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 5%|▌ | 25/469 [00:03<01:05, 6.77it/s, v_num=9, loss/train=0.244, alignment/train=0.0975, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 6%|▌ | 26/469 [00:03<01:04, 6.85it/s, v_num=9, loss/train=0.244, alignment/train=0.0975, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 6%|▌ | 26/469 [00:03<01:04, 6.84it/s, v_num=9, loss/train=0.206, alignment/train=0.0787, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 6%|▌ | 27/469 [00:03<01:03, 6.91it/s, v_num=9, loss/train=0.206, alignment/train=0.0787, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 6%|▌ | 27/469 [00:03<01:03, 6.91it/s, v_num=9, loss/train=0.181, alignment/train=0.0757, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 6%|▌ | 28/469 [00:03<01:02, 7.05it/s, v_num=9, loss/train=0.181, alignment/train=0.0757, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 6%|▌ | 28/469 [00:03<01:02, 7.05it/s, v_num=9, loss/train=0.180, alignment/train=0.0772, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 6%|▌ | 29/469 [00:04<01:01, 7.12it/s, v_num=9, loss/train=0.180, alignment/train=0.0772, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 6%|▌ | 29/469 [00:04<01:01, 7.12it/s, v_num=9, loss/train=0.244, alignment/train=0.0967, uniformity/train=-3.53, contrastive_acc/train=0.984, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 6%|▋ | 30/469 [00:04<01:01, 7.15it/s, v_num=9, loss/train=0.244, alignment/train=0.0967, uniformity/train=-3.53, contrastive_acc/train=0.984, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 6%|▋ | 30/469 [00:04<01:01, 7.15it/s, v_num=9, loss/train=0.283, alignment/train=0.0853, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 7%|▋ | 31/469 [00:04<01:00, 7.23it/s, v_num=9, loss/train=0.283, alignment/train=0.0853, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 7%|▋ | 31/469 [00:04<01:00, 7.23it/s, v_num=9, loss/train=0.188, alignment/train=0.080, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 7%|▋ | 32/469 [00:04<00:59, 7.35it/s, v_num=9, loss/train=0.188, alignment/train=0.080, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 7%|▋ | 32/469 [00:04<00:59, 7.35it/s, v_num=9, loss/train=0.225, alignment/train=0.108, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 7%|▋ | 33/469 [00:04<00:58, 7.48it/s, v_num=9, loss/train=0.225, alignment/train=0.108, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 7%|▋ | 33/469 [00:04<00:58, 7.48it/s, v_num=9, loss/train=0.219, alignment/train=0.0799, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 7%|▋ | 34/469 [00:04<00:57, 7.59it/s, v_num=9, loss/train=0.219, alignment/train=0.0799, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 7%|▋ | 34/469 [00:04<00:57, 7.58it/s, v_num=9, loss/train=0.227, alignment/train=0.0954, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 7%|▋ | 35/469 [00:04<00:56, 7.71it/s, v_num=9, loss/train=0.227, alignment/train=0.0954, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 7%|▋ | 35/469 [00:04<00:56, 7.71it/s, v_num=9, loss/train=0.206, alignment/train=0.0958, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 8%|▊ | 36/469 [00:04<00:55, 7.76it/s, v_num=9, loss/train=0.206, alignment/train=0.0958, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 8%|▊ | 36/469 [00:04<00:55, 7.76it/s, v_num=9, loss/train=0.204, alignment/train=0.0784, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 8%|▊ | 37/469 [00:04<00:54, 7.88it/s, v_num=9, loss/train=0.204, alignment/train=0.0784, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 8%|▊ | 37/469 [00:04<00:54, 7.88it/s, v_num=9, loss/train=0.199, alignment/train=0.0785, uniformity/train=-3.53, contrastive_acc/train=0.980, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 8%|▊ | 38/469 [00:04<00:54, 7.97it/s, v_num=9, loss/train=0.199, alignment/train=0.0785, uniformity/train=-3.53, contrastive_acc/train=0.980, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 8%|▊ | 38/469 [00:04<00:54, 7.97it/s, v_num=9, loss/train=0.258, alignment/train=0.0992, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 8%|▊ | 39/469 [00:04<00:54, 7.96it/s, v_num=9, loss/train=0.258, alignment/train=0.0992, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 8%|▊ | 39/469 [00:04<00:54, 7.96it/s, v_num=9, loss/train=0.224, alignment/train=0.0884, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 9%|▊ | 40/469 [00:05<00:53, 7.99it/s, v_num=9, loss/train=0.224, alignment/train=0.0884, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 9%|▊ | 40/469 [00:05<00:53, 7.99it/s, v_num=9, loss/train=0.246, alignment/train=0.0887, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 9%|▊ | 41/469 [00:05<00:54, 7.88it/s, v_num=9, loss/train=0.246, alignment/train=0.0887, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 9%|▊ | 41/469 [00:05<00:54, 7.87it/s, v_num=9, loss/train=0.239, alignment/train=0.0907, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 9%|▉ | 42/469 [00:05<00:54, 7.90it/s, v_num=9, loss/train=0.239, alignment/train=0.0907, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 9%|▉ | 42/469 [00:05<00:54, 7.90it/s, v_num=9, loss/train=0.230, alignment/train=0.0915, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 9%|▉ | 43/469 [00:05<00:53, 8.00it/s, v_num=9, loss/train=0.230, alignment/train=0.0915, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 9%|▉ | 43/469 [00:05<00:53, 8.00it/s, v_num=9, loss/train=0.172, alignment/train=0.0775, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 9%|▉ | 44/469 [00:05<00:52, 8.08it/s, v_num=9, loss/train=0.172, alignment/train=0.0775, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 9%|▉ | 44/469 [00:05<00:52, 8.08it/s, v_num=9, loss/train=0.210, alignment/train=0.101, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 10%|▉ | 45/469 [00:05<00:52, 8.11it/s, v_num=9, loss/train=0.210, alignment/train=0.101, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 10%|▉ | 45/469 [00:05<00:52, 8.11it/s, v_num=9, loss/train=0.202, alignment/train=0.077, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 10%|▉ | 46/469 [00:05<00:51, 8.17it/s, v_num=9, loss/train=0.202, alignment/train=0.077, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 10%|▉ | 46/469 [00:05<00:51, 8.17it/s, v_num=9, loss/train=0.250, alignment/train=0.0968, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 10%|█ | 47/469 [00:05<00:51, 8.26it/s, v_num=9, loss/train=0.250, alignment/train=0.0968, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 10%|█ | 47/469 [00:05<00:51, 8.26it/s, v_num=9, loss/train=0.178, alignment/train=0.079, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 10%|█ | 48/469 [00:05<00:50, 8.29it/s, v_num=9, loss/train=0.178, alignment/train=0.079, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 10%|█ | 48/469 [00:05<00:50, 8.29it/s, v_num=9, loss/train=0.179, alignment/train=0.079, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 10%|█ | 49/469 [00:05<00:50, 8.31it/s, v_num=9, loss/train=0.179, alignment/train=0.079, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 10%|█ | 49/469 [00:05<00:50, 8.30it/s, v_num=9, loss/train=0.213, alignment/train=0.0833, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 11%|█ | 50/469 [00:06<00:50, 8.31it/s, v_num=9, loss/train=0.213, alignment/train=0.0833, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 11%|█ | 50/469 [00:06<00:50, 8.31it/s, v_num=9, loss/train=0.220, alignment/train=0.0835, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 11%|█ | 51/469 [00:06<00:49, 8.39it/s, v_num=9, loss/train=0.220, alignment/train=0.0835, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 11%|█ | 51/469 [00:06<00:49, 8.39it/s, v_num=9, loss/train=0.243, alignment/train=0.0995, uniformity/train=-3.51, contrastive_acc/train=0.984, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 11%|█ | 52/469 [00:06<00:49, 8.41it/s, v_num=9, loss/train=0.243, alignment/train=0.0995, uniformity/train=-3.51, contrastive_acc/train=0.984, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 11%|█ | 52/469 [00:06<00:49, 8.40it/s, v_num=9, loss/train=0.244, alignment/train=0.103, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 11%|█▏ | 53/469 [00:06<00:49, 8.49it/s, v_num=9, loss/train=0.244, alignment/train=0.103, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 11%|█▏ | 53/469 [00:06<00:49, 8.49it/s, v_num=9, loss/train=0.193, alignment/train=0.0728, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 12%|█▏ | 54/469 [00:06<00:48, 8.53it/s, v_num=9, loss/train=0.193, alignment/train=0.0728, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 12%|█▏ | 54/469 [00:06<00:48, 8.53it/s, v_num=9, loss/train=0.227, alignment/train=0.0955, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 12%|█▏ | 55/469 [00:06<00:48, 8.55it/s, v_num=9, loss/train=0.227, alignment/train=0.0955, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 12%|█▏ | 55/469 [00:06<00:48, 8.55it/s, v_num=9, loss/train=0.214, alignment/train=0.100, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 12%|█▏ | 56/469 [00:06<00:47, 8.63it/s, v_num=9, loss/train=0.214, alignment/train=0.100, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 12%|█▏ | 56/469 [00:06<00:47, 8.63it/s, v_num=9, loss/train=0.256, alignment/train=0.0885, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 12%|█▏ | 57/469 [00:06<00:47, 8.64it/s, v_num=9, loss/train=0.256, alignment/train=0.0885, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 12%|█▏ | 57/469 [00:06<00:47, 8.64it/s, v_num=9, loss/train=0.202, alignment/train=0.0787, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 12%|█▏ | 58/469 [00:06<00:47, 8.69it/s, v_num=9, loss/train=0.202, alignment/train=0.0787, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 12%|█▏ | 58/469 [00:06<00:47, 8.69it/s, v_num=9, loss/train=0.233, alignment/train=0.104, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 13%|█▎ | 59/469 [00:06<00:46, 8.77it/s, v_num=9, loss/train=0.233, alignment/train=0.104, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 13%|█▎ | 59/469 [00:06<00:46, 8.77it/s, v_num=9, loss/train=0.263, alignment/train=0.0902, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 13%|█▎ | 60/469 [00:06<00:46, 8.85it/s, v_num=9, loss/train=0.263, alignment/train=0.0902, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 13%|█▎ | 60/469 [00:06<00:46, 8.84it/s, v_num=9, loss/train=0.248, alignment/train=0.0885, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 13%|█▎ | 61/469 [00:06<00:46, 8.84it/s, v_num=9, loss/train=0.248, alignment/train=0.0885, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 13%|█▎ | 61/469 [00:06<00:46, 8.83it/s, v_num=9, loss/train=0.224, alignment/train=0.0846, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 13%|█▎ | 62/469 [00:07<00:46, 8.84it/s, v_num=9, loss/train=0.224, alignment/train=0.0846, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 13%|█▎ | 62/469 [00:07<00:46, 8.83it/s, v_num=9, loss/train=0.210, alignment/train=0.0788, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 13%|█▎ | 63/469 [00:07<00:45, 8.83it/s, v_num=9, loss/train=0.210, alignment/train=0.0788, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 13%|█▎ | 63/469 [00:07<00:45, 8.83it/s, v_num=9, loss/train=0.188, alignment/train=0.0914, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 14%|█▎ | 64/469 [00:07<00:45, 8.90it/s, v_num=9, loss/train=0.188, alignment/train=0.0914, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 14%|█▎ | 64/469 [00:07<00:45, 8.90it/s, v_num=9, loss/train=0.175, alignment/train=0.0917, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 14%|█▍ | 65/469 [00:07<00:45, 8.89it/s, v_num=9, loss/train=0.175, alignment/train=0.0917, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 14%|█▍ | 65/469 [00:07<00:45, 8.89it/s, v_num=9, loss/train=0.228, alignment/train=0.0854, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 14%|█▍ | 66/469 [00:07<00:45, 8.93it/s, v_num=9, loss/train=0.228, alignment/train=0.0854, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 14%|█▍ | 66/469 [00:07<00:45, 8.93it/s, v_num=9, loss/train=0.195, alignment/train=0.0849, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 14%|█▍ | 67/469 [00:07<00:44, 8.97it/s, v_num=9, loss/train=0.195, alignment/train=0.0849, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 14%|█▍ | 67/469 [00:07<00:44, 8.97it/s, v_num=9, loss/train=0.250, alignment/train=0.0911, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 14%|█▍ | 68/469 [00:07<00:44, 9.03it/s, v_num=9, loss/train=0.250, alignment/train=0.0911, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 14%|█▍ | 68/469 [00:07<00:44, 9.03it/s, v_num=9, loss/train=0.191, alignment/train=0.0727, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 15%|█▍ | 69/469 [00:07<00:44, 9.03it/s, v_num=9, loss/train=0.191, alignment/train=0.0727, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 15%|█▍ | 69/469 [00:07<00:44, 9.03it/s, v_num=9, loss/train=0.228, alignment/train=0.0896, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 15%|█▍ | 70/469 [00:07<00:44, 9.04it/s, v_num=9, loss/train=0.228, alignment/train=0.0896, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 15%|█▍ | 70/469 [00:07<00:44, 9.03it/s, v_num=9, loss/train=0.192, alignment/train=0.0785, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 15%|█▌ | 71/469 [00:07<00:44, 9.02it/s, v_num=9, loss/train=0.192, alignment/train=0.0785, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 15%|█▌ | 71/469 [00:07<00:44, 9.02it/s, v_num=9, loss/train=0.211, alignment/train=0.088, uniformity/train=-3.51, contrastive_acc/train=0.988, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 15%|█▌ | 72/469 [00:07<00:43, 9.06it/s, v_num=9, loss/train=0.211, alignment/train=0.088, uniformity/train=-3.51, contrastive_acc/train=0.988, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 15%|█▌ | 72/469 [00:07<00:43, 9.06it/s, v_num=9, loss/train=0.225, alignment/train=0.0874, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 16%|█▌ | 73/469 [00:08<00:43, 9.11it/s, v_num=9, loss/train=0.225, alignment/train=0.0874, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 16%|█▌ | 73/469 [00:08<00:43, 9.11it/s, v_num=9, loss/train=0.207, alignment/train=0.0783, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 16%|█▌ | 74/469 [00:08<00:43, 9.17it/s, v_num=9, loss/train=0.207, alignment/train=0.0783, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 16%|█▌ | 74/469 [00:08<00:43, 9.17it/s, v_num=9, loss/train=0.231, alignment/train=0.0907, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 16%|█▌ | 75/469 [00:08<00:43, 9.16it/s, v_num=9, loss/train=0.231, alignment/train=0.0907, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 16%|█▌ | 75/469 [00:08<00:43, 9.16it/s, v_num=9, loss/train=0.238, alignment/train=0.0921, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 16%|█▌ | 76/469 [00:08<00:42, 9.18it/s, v_num=9, loss/train=0.238, alignment/train=0.0921, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 16%|█▌ | 76/469 [00:08<00:42, 9.18it/s, v_num=9, loss/train=0.207, alignment/train=0.0903, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 16%|█▋ | 77/469 [00:08<00:42, 9.24it/s, v_num=9, loss/train=0.207, alignment/train=0.0903, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 16%|█▋ | 77/469 [00:08<00:42, 9.24it/s, v_num=9, loss/train=0.188, alignment/train=0.0836, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 17%|█▋ | 78/469 [00:08<00:42, 9.30it/s, v_num=9, loss/train=0.188, alignment/train=0.0836, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 17%|█▋ | 78/469 [00:08<00:42, 9.29it/s, v_num=9, loss/train=0.198, alignment/train=0.078, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 17%|█▋ | 79/469 [00:08<00:42, 9.17it/s, v_num=9, loss/train=0.198, alignment/train=0.078, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 17%|█▋ | 79/469 [00:08<00:42, 9.17it/s, v_num=9, loss/train=0.242, alignment/train=0.0825, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 17%|█▋ | 80/469 [00:08<00:42, 9.22it/s, v_num=9, loss/train=0.242, alignment/train=0.0825, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 17%|█▋ | 80/469 [00:08<00:42, 9.22it/s, v_num=9, loss/train=0.220, alignment/train=0.0906, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 17%|█▋ | 81/469 [00:08<00:41, 9.28it/s, v_num=9, loss/train=0.220, alignment/train=0.0906, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 17%|█▋ | 81/469 [00:08<00:41, 9.28it/s, v_num=9, loss/train=0.199, alignment/train=0.0876, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 17%|█▋ | 82/469 [00:08<00:41, 9.28it/s, v_num=9, loss/train=0.199, alignment/train=0.0876, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 17%|█▋ | 82/469 [00:08<00:41, 9.28it/s, v_num=9, loss/train=0.213, alignment/train=0.0911, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 18%|█▊ | 83/469 [00:08<00:41, 9.34it/s, v_num=9, loss/train=0.213, alignment/train=0.0911, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 18%|█▊ | 83/469 [00:08<00:41, 9.34it/s, v_num=9, loss/train=0.220, alignment/train=0.103, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 18%|█▊ | 84/469 [00:08<00:41, 9.37it/s, v_num=9, loss/train=0.220, alignment/train=0.103, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 18%|█▊ | 84/469 [00:08<00:41, 9.37it/s, v_num=9, loss/train=0.195, alignment/train=0.0868, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 18%|█▊ | 85/469 [00:09<00:40, 9.37it/s, v_num=9, loss/train=0.195, alignment/train=0.0868, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 18%|█▊ | 85/469 [00:09<00:40, 9.37it/s, v_num=9, loss/train=0.216, alignment/train=0.0887, uniformity/train=-3.52, contrastive_acc/train=0.984, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 18%|█▊ | 86/469 [00:09<00:40, 9.35it/s, v_num=9, loss/train=0.216, alignment/train=0.0887, uniformity/train=-3.52, contrastive_acc/train=0.984, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 18%|█▊ | 86/469 [00:09<00:40, 9.35it/s, v_num=9, loss/train=0.238, alignment/train=0.0739, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 19%|█▊ | 87/469 [00:09<00:40, 9.37it/s, v_num=9, loss/train=0.238, alignment/train=0.0739, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 19%|█▊ | 87/469 [00:09<00:40, 9.37it/s, v_num=9, loss/train=0.223, alignment/train=0.0773, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 19%|█▉ | 88/469 [00:09<00:40, 9.41it/s, v_num=9, loss/train=0.223, alignment/train=0.0773, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 19%|█▉ | 88/469 [00:09<00:40, 9.41it/s, v_num=9, loss/train=0.221, alignment/train=0.0902, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 19%|█▉ | 89/469 [00:09<00:40, 9.41it/s, v_num=9, loss/train=0.221, alignment/train=0.0902, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 19%|█▉ | 89/469 [00:09<00:40, 9.41it/s, v_num=9, loss/train=0.207, alignment/train=0.0847, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 19%|█▉ | 90/469 [00:09<00:40, 9.46it/s, v_num=9, loss/train=0.207, alignment/train=0.0847, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 19%|█▉ | 90/469 [00:09<00:40, 9.46it/s, v_num=9, loss/train=0.174, alignment/train=0.0853, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 19%|█▉ | 91/469 [00:09<00:39, 9.49it/s, v_num=9, loss/train=0.174, alignment/train=0.0853, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 19%|█▉ | 91/469 [00:09<00:39, 9.49it/s, v_num=9, loss/train=0.237, alignment/train=0.0845, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 20%|█▉ | 92/469 [00:09<00:39, 9.46it/s, v_num=9, loss/train=0.237, alignment/train=0.0845, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 20%|█▉ | 92/469 [00:09<00:39, 9.46it/s, v_num=9, loss/train=0.233, alignment/train=0.0803, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 20%|█▉ | 93/469 [00:09<00:39, 9.50it/s, v_num=9, loss/train=0.233, alignment/train=0.0803, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 20%|█▉ | 93/469 [00:09<00:39, 9.50it/s, v_num=9, loss/train=0.203, alignment/train=0.0811, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 20%|██ | 94/469 [00:09<00:39, 9.50it/s, v_num=9, loss/train=0.203, alignment/train=0.0811, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 20%|██ | 94/469 [00:09<00:39, 9.50it/s, v_num=9, loss/train=0.237, alignment/train=0.0825, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 20%|██ | 95/469 [00:09<00:39, 9.51it/s, v_num=9, loss/train=0.237, alignment/train=0.0825, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 20%|██ | 95/469 [00:09<00:39, 9.51it/s, v_num=9, loss/train=0.208, alignment/train=0.0978, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 20%|██ | 96/469 [00:10<00:39, 9.52it/s, v_num=9, loss/train=0.208, alignment/train=0.0978, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 20%|██ | 96/469 [00:10<00:39, 9.52it/s, v_num=9, loss/train=0.271, alignment/train=0.0898, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 21%|██ | 97/469 [00:10<00:38, 9.55it/s, v_num=9, loss/train=0.271, alignment/train=0.0898, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 21%|██ | 97/469 [00:10<00:38, 9.55it/s, v_num=9, loss/train=0.209, alignment/train=0.0821, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 21%|██ | 98/469 [00:10<00:38, 9.60it/s, v_num=9, loss/train=0.209, alignment/train=0.0821, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 21%|██ | 98/469 [00:10<00:38, 9.60it/s, v_num=9, loss/train=0.182, alignment/train=0.0841, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 21%|██ | 99/469 [00:10<00:38, 9.57it/s, v_num=9, loss/train=0.182, alignment/train=0.0841, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 21%|██ | 99/469 [00:10<00:38, 9.57it/s, v_num=9, loss/train=0.178, alignment/train=0.0722, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 21%|██▏ | 100/469 [00:10<00:38, 9.57it/s, v_num=9, loss/train=0.178, alignment/train=0.0722, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 21%|██▏ | 100/469 [00:10<00:38, 9.57it/s, v_num=9, loss/train=0.219, alignment/train=0.0772, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 22%|██▏ | 101/469 [00:10<00:38, 9.60it/s, v_num=9, loss/train=0.219, alignment/train=0.0772, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 22%|██▏ | 101/469 [00:10<00:38, 9.60it/s, v_num=9, loss/train=0.194, alignment/train=0.103, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 22%|██▏ | 102/469 [00:10<00:38, 9.63it/s, v_num=9, loss/train=0.194, alignment/train=0.103, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 22%|██▏ | 102/469 [00:10<00:38, 9.63it/s, v_num=9, loss/train=0.212, alignment/train=0.0876, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 22%|██▏ | 103/469 [00:10<00:37, 9.63it/s, v_num=9, loss/train=0.212, alignment/train=0.0876, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 22%|██▏ | 103/469 [00:10<00:37, 9.63it/s, v_num=9, loss/train=0.195, alignment/train=0.0855, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 22%|██▏ | 104/469 [00:10<00:37, 9.68it/s, v_num=9, loss/train=0.195, alignment/train=0.0855, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 22%|██▏ | 104/469 [00:10<00:37, 9.68it/s, v_num=9, loss/train=0.193, alignment/train=0.0868, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 22%|██▏ | 105/469 [00:10<00:37, 9.69it/s, v_num=9, loss/train=0.193, alignment/train=0.0868, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 22%|██▏ | 105/469 [00:10<00:37, 9.69it/s, v_num=9, loss/train=0.186, alignment/train=0.0952, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 23%|██▎ | 106/469 [00:10<00:37, 9.72it/s, v_num=9, loss/train=0.186, alignment/train=0.0952, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 23%|██▎ | 106/469 [00:10<00:37, 9.72it/s, v_num=9, loss/train=0.225, alignment/train=0.0852, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 23%|██▎ | 107/469 [00:11<00:37, 9.72it/s, v_num=9, loss/train=0.225, alignment/train=0.0852, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 23%|██▎ | 107/469 [00:11<00:37, 9.72it/s, v_num=9, loss/train=0.193, alignment/train=0.0901, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 23%|██▎ | 108/469 [00:11<00:37, 9.71it/s, v_num=9, loss/train=0.193, alignment/train=0.0901, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 23%|██▎ | 108/469 [00:11<00:37, 9.71it/s, v_num=9, loss/train=0.195, alignment/train=0.0818, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 23%|██▎ | 109/469 [00:11<00:36, 9.75it/s, v_num=9, loss/train=0.195, alignment/train=0.0818, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 23%|██▎ | 109/469 [00:11<00:36, 9.75it/s, v_num=9, loss/train=0.186, alignment/train=0.0726, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 23%|██▎ | 110/469 [00:11<00:36, 9.75it/s, v_num=9, loss/train=0.186, alignment/train=0.0726, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 23%|██▎ | 110/469 [00:11<00:36, 9.75it/s, v_num=9, loss/train=0.207, alignment/train=0.0775, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 24%|██▎ | 111/469 [00:11<00:36, 9.79it/s, v_num=9, loss/train=0.207, alignment/train=0.0775, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 24%|██▎ | 111/469 [00:11<00:36, 9.79it/s, v_num=9, loss/train=0.174, alignment/train=0.0787, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 24%|██▍ | 112/469 [00:11<00:36, 9.79it/s, v_num=9, loss/train=0.174, alignment/train=0.0787, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 24%|██▍ | 112/469 [00:11<00:36, 9.79it/s, v_num=9, loss/train=0.218, alignment/train=0.0857, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 24%|██▍ | 113/469 [00:11<00:36, 9.81it/s, v_num=9, loss/train=0.218, alignment/train=0.0857, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 24%|██▍ | 113/469 [00:11<00:36, 9.81it/s, v_num=9, loss/train=0.266, alignment/train=0.0951, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 24%|██▍ | 114/469 [00:11<00:36, 9.81it/s, v_num=9, loss/train=0.266, alignment/train=0.0951, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 24%|██▍ | 114/469 [00:11<00:36, 9.81it/s, v_num=9, loss/train=0.200, alignment/train=0.0832, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 25%|██▍ | 115/469 [00:11<00:36, 9.81it/s, v_num=9, loss/train=0.200, alignment/train=0.0832, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 25%|██▍ | 115/469 [00:11<00:36, 9.81it/s, v_num=9, loss/train=0.201, alignment/train=0.0813, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 25%|██▍ | 116/469 [00:11<00:35, 9.83it/s, v_num=9, loss/train=0.201, alignment/train=0.0813, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 25%|██▍ | 116/469 [00:11<00:35, 9.83it/s, v_num=9, loss/train=0.236, alignment/train=0.0829, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 25%|██▍ | 117/469 [00:11<00:35, 9.83it/s, v_num=9, loss/train=0.236, alignment/train=0.0829, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 25%|██▍ | 117/469 [00:11<00:35, 9.83it/s, v_num=9, loss/train=0.204, alignment/train=0.0757, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 25%|██▌ | 118/469 [00:11<00:35, 9.84it/s, v_num=9, loss/train=0.204, alignment/train=0.0757, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 25%|██▌ | 118/469 [00:11<00:35, 9.84it/s, v_num=9, loss/train=0.222, alignment/train=0.092, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 25%|██▌ | 119/469 [00:12<00:35, 9.85it/s, v_num=9, loss/train=0.222, alignment/train=0.092, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 25%|██▌ | 119/469 [00:12<00:35, 9.85it/s, v_num=9, loss/train=0.237, alignment/train=0.0869, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 26%|██▌ | 120/469 [00:12<00:35, 9.86it/s, v_num=9, loss/train=0.237, alignment/train=0.0869, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 26%|██▌ | 120/469 [00:12<00:35, 9.86it/s, v_num=9, loss/train=0.214, alignment/train=0.0893, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 26%|██▌ | 121/469 [00:12<00:35, 9.86it/s, v_num=9, loss/train=0.214, alignment/train=0.0893, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 26%|██▌ | 121/469 [00:12<00:35, 9.86it/s, v_num=9, loss/train=0.234, alignment/train=0.0964, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 26%|██▌ | 122/469 [00:12<00:35, 9.87it/s, v_num=9, loss/train=0.234, alignment/train=0.0964, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 26%|██▌ | 122/469 [00:12<00:35, 9.87it/s, v_num=9, loss/train=0.237, alignment/train=0.0863, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 26%|██▌ | 123/469 [00:12<00:34, 9.91it/s, v_num=9, loss/train=0.237, alignment/train=0.0863, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 26%|██▌ | 123/469 [00:12<00:34, 9.91it/s, v_num=9, loss/train=0.217, alignment/train=0.0934, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 26%|██▋ | 124/469 [00:12<00:34, 9.94it/s, v_num=9, loss/train=0.217, alignment/train=0.0934, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 26%|██▋ | 124/469 [00:12<00:34, 9.94it/s, v_num=9, loss/train=0.185, alignment/train=0.0721, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 27%|██▋ | 125/469 [00:12<00:34, 9.98it/s, v_num=9, loss/train=0.185, alignment/train=0.0721, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 27%|██▋ | 125/469 [00:12<00:34, 9.98it/s, v_num=9, loss/train=0.218, alignment/train=0.0954, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 27%|██▋ | 126/469 [00:12<00:34, 9.92it/s, v_num=9, loss/train=0.218, alignment/train=0.0954, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 27%|██▋ | 126/469 [00:12<00:34, 9.92it/s, v_num=9, loss/train=0.209, alignment/train=0.0785, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 27%|██▋ | 127/469 [00:12<00:34, 9.91it/s, v_num=9, loss/train=0.209, alignment/train=0.0785, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 27%|██▋ | 127/469 [00:12<00:34, 9.91it/s, v_num=9, loss/train=0.219, alignment/train=0.0979, uniformity/train=-3.55, contrastive_acc/train=0.988, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 27%|██▋ | 128/469 [00:12<00:34, 9.94it/s, v_num=9, loss/train=0.219, alignment/train=0.0979, uniformity/train=-3.55, contrastive_acc/train=0.988, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 27%|██▋ | 128/469 [00:12<00:34, 9.94it/s, v_num=9, loss/train=0.212, alignment/train=0.0907, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 28%|██▊ | 129/469 [00:12<00:34, 9.96it/s, v_num=9, loss/train=0.212, alignment/train=0.0907, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 28%|██▊ | 129/469 [00:12<00:34, 9.96it/s, v_num=9, loss/train=0.219, alignment/train=0.0857, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 28%|██▊ | 130/469 [00:13<00:33, 9.99it/s, v_num=9, loss/train=0.219, alignment/train=0.0857, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 28%|██▊ | 130/469 [00:13<00:33, 9.99it/s, v_num=9, loss/train=0.215, alignment/train=0.0805, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 28%|██▊ | 131/469 [00:13<00:33, 9.97it/s, v_num=9, loss/train=0.215, alignment/train=0.0805, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 28%|██▊ | 131/469 [00:13<00:33, 9.97it/s, v_num=9, loss/train=0.237, alignment/train=0.0848, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 28%|██▊ | 132/469 [00:13<00:33, 10.00it/s, v_num=9, loss/train=0.237, alignment/train=0.0848, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 28%|██▊ | 132/469 [00:13<00:33, 10.00it/s, v_num=9, loss/train=0.196, alignment/train=0.0854, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 28%|██▊ | 133/469 [00:13<00:33, 10.00it/s, v_num=9, loss/train=0.196, alignment/train=0.0854, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 28%|██▊ | 133/469 [00:13<00:33, 10.00it/s, v_num=9, loss/train=0.200, alignment/train=0.0744, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 29%|██▊ | 134/469 [00:13<00:33, 10.01it/s, v_num=9, loss/train=0.200, alignment/train=0.0744, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 29%|██▊ | 134/469 [00:13<00:33, 10.01it/s, v_num=9, loss/train=0.221, alignment/train=0.0867, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 29%|██▉ | 135/469 [00:13<00:33, 10.01it/s, v_num=9, loss/train=0.221, alignment/train=0.0867, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 29%|██▉ | 135/469 [00:13<00:33, 10.01it/s, v_num=9, loss/train=0.195, alignment/train=0.0932, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 29%|██▉ | 136/469 [00:13<00:33, 10.02it/s, v_num=9, loss/train=0.195, alignment/train=0.0932, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 29%|██▉ | 136/469 [00:13<00:33, 10.02it/s, v_num=9, loss/train=0.213, alignment/train=0.0869, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 29%|██▉ | 137/469 [00:13<00:33, 10.02it/s, v_num=9, loss/train=0.213, alignment/train=0.0869, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 29%|██▉ | 137/469 [00:13<00:33, 10.02it/s, v_num=9, loss/train=0.199, alignment/train=0.0843, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 29%|██▉ | 138/469 [00:13<00:33, 10.01it/s, v_num=9, loss/train=0.199, alignment/train=0.0843, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 29%|██▉ | 138/469 [00:13<00:33, 10.01it/s, v_num=9, loss/train=0.198, alignment/train=0.0906, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 30%|██▉ | 139/469 [00:13<00:32, 10.03it/s, v_num=9, loss/train=0.198, alignment/train=0.0906, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 30%|██▉ | 139/469 [00:13<00:32, 10.03it/s, v_num=9, loss/train=0.204, alignment/train=0.0886, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 30%|██▉ | 140/469 [00:13<00:32, 10.05it/s, v_num=9, loss/train=0.204, alignment/train=0.0886, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 30%|██▉ | 140/469 [00:13<00:32, 10.05it/s, v_num=9, loss/train=0.201, alignment/train=0.0827, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 30%|███ | 141/469 [00:13<00:32, 10.08it/s, v_num=9, loss/train=0.201, alignment/train=0.0827, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 30%|███ | 141/469 [00:13<00:32, 10.08it/s, v_num=9, loss/train=0.208, alignment/train=0.0807, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 30%|███ | 142/469 [00:14<00:32, 10.07it/s, v_num=9, loss/train=0.208, alignment/train=0.0807, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 30%|███ | 142/469 [00:14<00:32, 10.07it/s, v_num=9, loss/train=0.199, alignment/train=0.0921, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 30%|███ | 143/469 [00:14<00:32, 10.03it/s, v_num=9, loss/train=0.199, alignment/train=0.0921, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 30%|███ | 143/469 [00:14<00:32, 10.03it/s, v_num=9, loss/train=0.243, alignment/train=0.0914, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 31%|███ | 144/469 [00:14<00:32, 10.06it/s, v_num=9, loss/train=0.243, alignment/train=0.0914, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 31%|███ | 144/469 [00:14<00:32, 10.06it/s, v_num=9, loss/train=0.224, alignment/train=0.0822, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 31%|███ | 145/469 [00:14<00:32, 10.09it/s, v_num=9, loss/train=0.224, alignment/train=0.0822, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 31%|███ | 145/469 [00:14<00:32, 10.09it/s, v_num=9, loss/train=0.219, alignment/train=0.0922, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 31%|███ | 146/469 [00:14<00:31, 10.10it/s, v_num=9, loss/train=0.219, alignment/train=0.0922, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 31%|███ | 146/469 [00:14<00:31, 10.10it/s, v_num=9, loss/train=0.236, alignment/train=0.095, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 31%|███▏ | 147/469 [00:14<00:31, 10.12it/s, v_num=9, loss/train=0.236, alignment/train=0.095, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 31%|███▏ | 147/469 [00:14<00:31, 10.12it/s, v_num=9, loss/train=0.202, alignment/train=0.0866, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 32%|███▏ | 148/469 [00:14<00:31, 10.15it/s, v_num=9, loss/train=0.202, alignment/train=0.0866, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 32%|███▏ | 148/469 [00:14<00:31, 10.15it/s, v_num=9, loss/train=0.226, alignment/train=0.0846, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 32%|███▏ | 149/469 [00:14<00:31, 10.14it/s, v_num=9, loss/train=0.226, alignment/train=0.0846, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 32%|███▏ | 149/469 [00:14<00:31, 10.14it/s, v_num=9, loss/train=0.222, alignment/train=0.0923, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 32%|███▏ | 150/469 [00:14<00:31, 10.15it/s, v_num=9, loss/train=0.222, alignment/train=0.0923, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 32%|███▏ | 150/469 [00:14<00:31, 10.15it/s, v_num=9, loss/train=0.202, alignment/train=0.0764, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 32%|███▏ | 151/469 [00:14<00:31, 10.15it/s, v_num=9, loss/train=0.202, alignment/train=0.0764, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 32%|███▏ | 151/469 [00:14<00:31, 10.15it/s, v_num=9, loss/train=0.214, alignment/train=0.0824, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 32%|███▏ | 152/469 [00:14<00:31, 10.14it/s, v_num=9, loss/train=0.214, alignment/train=0.0824, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 32%|███▏ | 152/469 [00:14<00:31, 10.14it/s, v_num=9, loss/train=0.234, alignment/train=0.0804, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 33%|███▎ | 153/469 [00:15<00:31, 10.14it/s, v_num=9, loss/train=0.234, alignment/train=0.0804, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 33%|███▎ | 153/469 [00:15<00:31, 10.14it/s, v_num=9, loss/train=0.171, alignment/train=0.0809, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 33%|███▎ | 154/469 [00:15<00:31, 10.13it/s, v_num=9, loss/train=0.171, alignment/train=0.0809, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 33%|███▎ | 154/469 [00:15<00:31, 10.13it/s, v_num=9, loss/train=0.197, alignment/train=0.0855, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 33%|███▎ | 155/469 [00:15<00:30, 10.15it/s, v_num=9, loss/train=0.197, alignment/train=0.0855, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 33%|███▎ | 155/469 [00:15<00:30, 10.15it/s, v_num=9, loss/train=0.233, alignment/train=0.0878, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 33%|███▎ | 156/469 [00:15<00:30, 10.15it/s, v_num=9, loss/train=0.233, alignment/train=0.0878, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 33%|███▎ | 156/469 [00:15<00:30, 10.15it/s, v_num=9, loss/train=0.184, alignment/train=0.0844, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 33%|███▎ | 157/469 [00:15<00:30, 10.15it/s, v_num=9, loss/train=0.184, alignment/train=0.0844, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 33%|███▎ | 157/469 [00:15<00:30, 10.15it/s, v_num=9, loss/train=0.222, alignment/train=0.096, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 34%|███▎ | 158/469 [00:15<00:30, 10.18it/s, v_num=9, loss/train=0.222, alignment/train=0.096, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 34%|███▎ | 158/469 [00:15<00:30, 10.17it/s, v_num=9, loss/train=0.214, alignment/train=0.0867, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 34%|███▍ | 159/469 [00:15<00:30, 10.17it/s, v_num=9, loss/train=0.214, alignment/train=0.0867, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 34%|███▍ | 159/469 [00:15<00:30, 10.17it/s, v_num=9, loss/train=0.224, alignment/train=0.0834, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 34%|███▍ | 160/469 [00:15<00:30, 10.16it/s, v_num=9, loss/train=0.224, alignment/train=0.0834, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 34%|███▍ | 160/469 [00:15<00:30, 10.16it/s, v_num=9, loss/train=0.220, alignment/train=0.0877, uniformity/train=-3.53, contrastive_acc/train=0.988, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 34%|███▍ | 161/469 [00:15<00:30, 10.19it/s, v_num=9, loss/train=0.220, alignment/train=0.0877, uniformity/train=-3.53, contrastive_acc/train=0.988, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 34%|███▍ | 161/469 [00:15<00:30, 10.19it/s, v_num=9, loss/train=0.197, alignment/train=0.0802, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 35%|███▍ | 162/469 [00:15<00:30, 10.22it/s, v_num=9, loss/train=0.197, alignment/train=0.0802, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 35%|███▍ | 162/469 [00:15<00:30, 10.22it/s, v_num=9, loss/train=0.241, alignment/train=0.0927, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 35%|███▍ | 163/469 [00:15<00:29, 10.23it/s, v_num=9, loss/train=0.241, alignment/train=0.0927, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 35%|███▍ | 163/469 [00:15<00:29, 10.23it/s, v_num=9, loss/train=0.262, alignment/train=0.104, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 35%|███▍ | 164/469 [00:16<00:30, 10.16it/s, v_num=9, loss/train=0.262, alignment/train=0.104, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 35%|███▍ | 164/469 [00:16<00:30, 10.16it/s, v_num=9, loss/train=0.233, alignment/train=0.0895, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 35%|███▌ | 165/469 [00:16<00:29, 10.19it/s, v_num=9, loss/train=0.233, alignment/train=0.0895, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 35%|███▌ | 165/469 [00:16<00:29, 10.19it/s, v_num=9, loss/train=0.183, alignment/train=0.0894, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 35%|███▌ | 166/469 [00:16<00:29, 10.22it/s, v_num=9, loss/train=0.183, alignment/train=0.0894, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 35%|███▌ | 166/469 [00:16<00:29, 10.21it/s, v_num=9, loss/train=0.216, alignment/train=0.0873, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 36%|███▌ | 167/469 [00:16<00:29, 10.23it/s, v_num=9, loss/train=0.216, alignment/train=0.0873, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 36%|███▌ | 167/469 [00:16<00:29, 10.23it/s, v_num=9, loss/train=0.226, alignment/train=0.0854, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 36%|███▌ | 168/469 [00:16<00:29, 10.24it/s, v_num=9, loss/train=0.226, alignment/train=0.0854, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 36%|███▌ | 168/469 [00:16<00:29, 10.24it/s, v_num=9, loss/train=0.209, alignment/train=0.0837, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 36%|███▌ | 169/469 [00:16<00:29, 10.26it/s, v_num=9, loss/train=0.209, alignment/train=0.0837, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 36%|███▌ | 169/469 [00:16<00:29, 10.26it/s, v_num=9, loss/train=0.215, alignment/train=0.0937, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 36%|███▌ | 170/469 [00:16<00:29, 10.25it/s, v_num=9, loss/train=0.215, alignment/train=0.0937, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 36%|███▌ | 170/469 [00:16<00:29, 10.25it/s, v_num=9, loss/train=0.179, alignment/train=0.0738, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 36%|███▋ | 171/469 [00:16<00:29, 10.23it/s, v_num=9, loss/train=0.179, alignment/train=0.0738, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 36%|███▋ | 171/469 [00:16<00:29, 10.23it/s, v_num=9, loss/train=0.233, alignment/train=0.0895, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 37%|███▋ | 172/469 [00:16<00:29, 10.23it/s, v_num=9, loss/train=0.233, alignment/train=0.0895, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 37%|███▋ | 172/469 [00:16<00:29, 10.23it/s, v_num=9, loss/train=0.177, alignment/train=0.0792, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 37%|███▋ | 173/469 [00:16<00:28, 10.25it/s, v_num=9, loss/train=0.177, alignment/train=0.0792, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 37%|███▋ | 173/469 [00:16<00:28, 10.25it/s, v_num=9, loss/train=0.236, alignment/train=0.0961, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 37%|███▋ | 174/469 [00:16<00:28, 10.28it/s, v_num=9, loss/train=0.236, alignment/train=0.0961, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 37%|███▋ | 174/469 [00:16<00:28, 10.28it/s, v_num=9, loss/train=0.258, alignment/train=0.101, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 37%|███▋ | 175/469 [00:16<00:28, 10.30it/s, v_num=9, loss/train=0.258, alignment/train=0.101, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 37%|███▋ | 175/469 [00:16<00:28, 10.29it/s, v_num=9, loss/train=0.192, alignment/train=0.0718, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 38%|███▊ | 176/469 [00:17<00:28, 10.24it/s, v_num=9, loss/train=0.192, alignment/train=0.0718, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 38%|███▊ | 176/469 [00:17<00:28, 10.23it/s, v_num=9, loss/train=0.249, alignment/train=0.0933, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 38%|███▊ | 177/469 [00:17<00:28, 10.25it/s, v_num=9, loss/train=0.249, alignment/train=0.0933, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 38%|███▊ | 177/469 [00:17<00:28, 10.25it/s, v_num=9, loss/train=0.219, alignment/train=0.0943, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 38%|███▊ | 178/469 [00:17<00:28, 10.27it/s, v_num=9, loss/train=0.219, alignment/train=0.0943, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 38%|███▊ | 178/469 [00:17<00:28, 10.27it/s, v_num=9, loss/train=0.221, alignment/train=0.0882, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 38%|███▊ | 179/469 [00:17<00:28, 10.30it/s, v_num=9, loss/train=0.221, alignment/train=0.0882, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 38%|███▊ | 179/469 [00:17<00:28, 10.30it/s, v_num=9, loss/train=0.216, alignment/train=0.0899, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 38%|███▊ | 180/469 [00:17<00:28, 10.30it/s, v_num=9, loss/train=0.216, alignment/train=0.0899, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 38%|███▊ | 180/469 [00:17<00:28, 10.30it/s, v_num=9, loss/train=0.214, alignment/train=0.0905, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 39%|███▊ | 181/469 [00:17<00:27, 10.29it/s, v_num=9, loss/train=0.214, alignment/train=0.0905, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 39%|███▊ | 181/469 [00:17<00:27, 10.29it/s, v_num=9, loss/train=0.200, alignment/train=0.082, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 39%|███▉ | 182/469 [00:17<00:27, 10.31it/s, v_num=9, loss/train=0.200, alignment/train=0.082, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 39%|███▉ | 182/469 [00:17<00:27, 10.31it/s, v_num=9, loss/train=0.243, alignment/train=0.0904, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 39%|███▉ | 183/469 [00:17<00:27, 10.33it/s, v_num=9, loss/train=0.243, alignment/train=0.0904, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 39%|███▉ | 183/469 [00:17<00:27, 10.33it/s, v_num=9, loss/train=0.211, alignment/train=0.0814, uniformity/train=-3.51, contrastive_acc/train=0.988, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 39%|███▉ | 184/469 [00:17<00:27, 10.28it/s, v_num=9, loss/train=0.211, alignment/train=0.0814, uniformity/train=-3.51, contrastive_acc/train=0.988, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 39%|███▉ | 184/469 [00:17<00:27, 10.28it/s, v_num=9, loss/train=0.206, alignment/train=0.0942, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 39%|███▉ | 185/469 [00:17<00:27, 10.29it/s, v_num=9, loss/train=0.206, alignment/train=0.0942, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 39%|███▉ | 185/469 [00:17<00:27, 10.29it/s, v_num=9, loss/train=0.198, alignment/train=0.0738, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 40%|███▉ | 186/469 [00:18<00:27, 10.29it/s, v_num=9, loss/train=0.198, alignment/train=0.0738, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 40%|███▉ | 186/469 [00:18<00:27, 10.29it/s, v_num=9, loss/train=0.179, alignment/train=0.0887, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 40%|███▉ | 187/469 [00:18<00:27, 10.31it/s, v_num=9, loss/train=0.179, alignment/train=0.0887, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 40%|███▉ | 187/469 [00:18<00:27, 10.31it/s, v_num=9, loss/train=0.230, alignment/train=0.0873, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 40%|████ | 188/469 [00:18<00:27, 10.31it/s, v_num=9, loss/train=0.230, alignment/train=0.0873, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 40%|████ | 188/469 [00:18<00:27, 10.31it/s, v_num=9, loss/train=0.185, alignment/train=0.0774, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 40%|████ | 189/469 [00:18<00:27, 10.33it/s, v_num=9, loss/train=0.185, alignment/train=0.0774, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 40%|████ | 189/469 [00:18<00:27, 10.33it/s, v_num=9, loss/train=0.198, alignment/train=0.0891, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 41%|████ | 190/469 [00:18<00:27, 10.33it/s, v_num=9, loss/train=0.198, alignment/train=0.0891, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 41%|████ | 190/469 [00:18<00:27, 10.33it/s, v_num=9, loss/train=0.234, alignment/train=0.086, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 41%|████ | 191/469 [00:18<00:26, 10.32it/s, v_num=9, loss/train=0.234, alignment/train=0.086, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 41%|████ | 191/469 [00:18<00:26, 10.32it/s, v_num=9, loss/train=0.190, alignment/train=0.0931, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 41%|████ | 192/469 [00:18<00:26, 10.34it/s, v_num=9, loss/train=0.190, alignment/train=0.0931, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 41%|████ | 192/469 [00:18<00:26, 10.33it/s, v_num=9, loss/train=0.192, alignment/train=0.0921, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 41%|████ | 193/469 [00:18<00:26, 10.33it/s, v_num=9, loss/train=0.192, alignment/train=0.0921, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 41%|████ | 193/469 [00:18<00:26, 10.33it/s, v_num=9, loss/train=0.180, alignment/train=0.0873, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 41%|████▏ | 194/469 [00:18<00:26, 10.33it/s, v_num=9, loss/train=0.180, alignment/train=0.0873, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 41%|████▏ | 194/469 [00:18<00:26, 10.33it/s, v_num=9, loss/train=0.220, alignment/train=0.0866, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 42%|████▏ | 195/469 [00:18<00:26, 10.35it/s, v_num=9, loss/train=0.220, alignment/train=0.0866, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 42%|████▏ | 195/469 [00:18<00:26, 10.35it/s, v_num=9, loss/train=0.215, alignment/train=0.0945, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 42%|████▏ | 196/469 [00:18<00:26, 10.34it/s, v_num=9, loss/train=0.215, alignment/train=0.0945, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 42%|████▏ | 196/469 [00:18<00:26, 10.34it/s, v_num=9, loss/train=0.218, alignment/train=0.087, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 42%|████▏ | 197/469 [00:19<00:26, 10.35it/s, v_num=9, loss/train=0.218, alignment/train=0.087, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 42%|████▏ | 197/469 [00:19<00:26, 10.35it/s, v_num=9, loss/train=0.184, alignment/train=0.0747, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 42%|████▏ | 198/469 [00:19<00:26, 10.37it/s, v_num=9, loss/train=0.184, alignment/train=0.0747, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 42%|████▏ | 198/469 [00:19<00:26, 10.37it/s, v_num=9, loss/train=0.247, alignment/train=0.0937, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 42%|████▏ | 199/469 [00:19<00:26, 10.37it/s, v_num=9, loss/train=0.247, alignment/train=0.0937, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 42%|████▏ | 199/469 [00:19<00:26, 10.37it/s, v_num=9, loss/train=0.207, alignment/train=0.0822, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 43%|████▎ | 200/469 [00:19<00:25, 10.37it/s, v_num=9, loss/train=0.207, alignment/train=0.0822, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 43%|████▎ | 200/469 [00:19<00:25, 10.37it/s, v_num=9, loss/train=0.190, alignment/train=0.0736, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 43%|████▎ | 201/469 [00:19<00:25, 10.36it/s, v_num=9, loss/train=0.190, alignment/train=0.0736, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 43%|████▎ | 201/469 [00:19<00:25, 10.36it/s, v_num=9, loss/train=0.222, alignment/train=0.0948, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 43%|████▎ | 202/469 [00:19<00:25, 10.38it/s, v_num=9, loss/train=0.222, alignment/train=0.0948, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 43%|████▎ | 202/469 [00:19<00:25, 10.38it/s, v_num=9, loss/train=0.202, alignment/train=0.0824, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 43%|████▎ | 203/469 [00:19<00:25, 10.38it/s, v_num=9, loss/train=0.202, alignment/train=0.0824, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 43%|████▎ | 203/469 [00:19<00:25, 10.38it/s, v_num=9, loss/train=0.191, alignment/train=0.0863, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 43%|████▎ | 204/469 [00:19<00:25, 10.38it/s, v_num=9, loss/train=0.191, alignment/train=0.0863, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 43%|████▎ | 204/469 [00:19<00:25, 10.38it/s, v_num=9, loss/train=0.218, alignment/train=0.0844, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 44%|████▎ | 205/469 [00:19<00:25, 10.40it/s, v_num=9, loss/train=0.218, alignment/train=0.0844, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 44%|████▎ | 205/469 [00:19<00:25, 10.40it/s, v_num=9, loss/train=0.193, alignment/train=0.0948, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 44%|████▍ | 206/469 [00:19<00:25, 10.42it/s, v_num=9, loss/train=0.193, alignment/train=0.0948, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 44%|████▍ | 206/469 [00:19<00:25, 10.42it/s, v_num=9, loss/train=0.182, alignment/train=0.0741, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 44%|████▍ | 207/469 [00:19<00:25, 10.43it/s, v_num=9, loss/train=0.182, alignment/train=0.0741, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 44%|████▍ | 207/469 [00:19<00:25, 10.43it/s, v_num=9, loss/train=0.225, alignment/train=0.0893, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 44%|████▍ | 208/469 [00:19<00:25, 10.42it/s, v_num=9, loss/train=0.225, alignment/train=0.0893, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 44%|████▍ | 208/469 [00:19<00:25, 10.42it/s, v_num=9, loss/train=0.235, alignment/train=0.0856, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 45%|████▍ | 209/469 [00:20<00:24, 10.41it/s, v_num=9, loss/train=0.235, alignment/train=0.0856, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 45%|████▍ | 209/469 [00:20<00:24, 10.41it/s, v_num=9, loss/train=0.201, alignment/train=0.0787, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 45%|████▍ | 210/469 [00:20<00:24, 10.43it/s, v_num=9, loss/train=0.201, alignment/train=0.0787, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 45%|████▍ | 210/469 [00:20<00:24, 10.43it/s, v_num=9, loss/train=0.216, alignment/train=0.0875, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 45%|████▍ | 211/469 [00:20<00:24, 10.43it/s, v_num=9, loss/train=0.216, alignment/train=0.0875, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 45%|████▍ | 211/469 [00:20<00:24, 10.42it/s, v_num=9, loss/train=0.216, alignment/train=0.0818, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 45%|████▌ | 212/469 [00:20<00:24, 10.43it/s, v_num=9, loss/train=0.216, alignment/train=0.0818, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 45%|████▌ | 212/469 [00:20<00:24, 10.43it/s, v_num=9, loss/train=0.226, alignment/train=0.0924, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 45%|████▌ | 213/469 [00:20<00:24, 10.43it/s, v_num=9, loss/train=0.226, alignment/train=0.0924, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 45%|████▌ | 213/469 [00:20<00:24, 10.43it/s, v_num=9, loss/train=0.238, alignment/train=0.0887, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 46%|████▌ | 214/469 [00:20<00:24, 10.44it/s, v_num=9, loss/train=0.238, alignment/train=0.0887, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 46%|████▌ | 214/469 [00:20<00:24, 10.43it/s, v_num=9, loss/train=0.206, alignment/train=0.0924, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 46%|████▌ | 215/469 [00:20<00:24, 10.44it/s, v_num=9, loss/train=0.206, alignment/train=0.0924, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 46%|████▌ | 215/469 [00:20<00:24, 10.44it/s, v_num=9, loss/train=0.205, alignment/train=0.0857, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 46%|████▌ | 216/469 [00:20<00:24, 10.44it/s, v_num=9, loss/train=0.205, alignment/train=0.0857, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 46%|████▌ | 216/469 [00:20<00:24, 10.44it/s, v_num=9, loss/train=0.208, alignment/train=0.0912, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 46%|████▋ | 217/469 [00:20<00:24, 10.45it/s, v_num=9, loss/train=0.208, alignment/train=0.0912, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 46%|████▋ | 217/469 [00:20<00:24, 10.45it/s, v_num=9, loss/train=0.251, alignment/train=0.0859, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 46%|████▋ | 218/469 [00:20<00:24, 10.44it/s, v_num=9, loss/train=0.251, alignment/train=0.0859, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 46%|████▋ | 218/469 [00:20<00:24, 10.44it/s, v_num=9, loss/train=0.201, alignment/train=0.0784, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 47%|████▋ | 219/469 [00:20<00:23, 10.46it/s, v_num=9, loss/train=0.201, alignment/train=0.0784, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 47%|████▋ | 219/469 [00:20<00:23, 10.46it/s, v_num=9, loss/train=0.219, alignment/train=0.0885, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 47%|████▋ | 220/469 [00:21<00:23, 10.46it/s, v_num=9, loss/train=0.219, alignment/train=0.0885, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 47%|████▋ | 220/469 [00:21<00:23, 10.46it/s, v_num=9, loss/train=0.229, alignment/train=0.0856, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 47%|████▋ | 221/469 [00:21<00:23, 10.48it/s, v_num=9, loss/train=0.229, alignment/train=0.0856, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 47%|████▋ | 221/469 [00:21<00:23, 10.48it/s, v_num=9, loss/train=0.218, alignment/train=0.0867, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 47%|████▋ | 222/469 [00:21<00:23, 10.47it/s, v_num=9, loss/train=0.218, alignment/train=0.0867, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 47%|████▋ | 222/469 [00:21<00:23, 10.47it/s, v_num=9, loss/train=0.223, alignment/train=0.0898, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 48%|████▊ | 223/469 [00:21<00:23, 10.44it/s, v_num=9, loss/train=0.223, alignment/train=0.0898, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 48%|████▊ | 223/469 [00:21<00:23, 10.44it/s, v_num=9, loss/train=0.188, alignment/train=0.083, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 48%|████▊ | 224/469 [00:21<00:23, 10.46it/s, v_num=9, loss/train=0.188, alignment/train=0.083, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 48%|████▊ | 224/469 [00:21<00:23, 10.46it/s, v_num=9, loss/train=0.188, alignment/train=0.0951, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 48%|████▊ | 225/469 [00:21<00:23, 10.47it/s, v_num=9, loss/train=0.188, alignment/train=0.0951, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 48%|████▊ | 225/469 [00:21<00:23, 10.47it/s, v_num=9, loss/train=0.228, alignment/train=0.090, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 48%|████▊ | 226/469 [00:21<00:23, 10.48it/s, v_num=9, loss/train=0.228, alignment/train=0.090, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 48%|████▊ | 226/469 [00:21<00:23, 10.48it/s, v_num=9, loss/train=0.218, alignment/train=0.0848, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 48%|████▊ | 227/469 [00:21<00:23, 10.46it/s, v_num=9, loss/train=0.218, alignment/train=0.0848, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 48%|████▊ | 227/469 [00:21<00:23, 10.45it/s, v_num=9, loss/train=0.217, alignment/train=0.0871, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 49%|████▊ | 228/469 [00:21<00:23, 10.47it/s, v_num=9, loss/train=0.217, alignment/train=0.0871, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 49%|████▊ | 228/469 [00:21<00:23, 10.47it/s, v_num=9, loss/train=0.228, alignment/train=0.0801, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 49%|████▉ | 229/469 [00:21<00:22, 10.49it/s, v_num=9, loss/train=0.228, alignment/train=0.0801, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 49%|████▉ | 229/469 [00:21<00:22, 10.49it/s, v_num=9, loss/train=0.190, alignment/train=0.0759, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 49%|████▉ | 230/469 [00:21<00:22, 10.51it/s, v_num=9, loss/train=0.190, alignment/train=0.0759, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 49%|████▉ | 230/469 [00:21<00:22, 10.51it/s, v_num=9, loss/train=0.193, alignment/train=0.0849, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 49%|████▉ | 231/469 [00:22<00:22, 10.48it/s, v_num=9, loss/train=0.193, alignment/train=0.0849, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 49%|████▉ | 231/469 [00:22<00:22, 10.47it/s, v_num=9, loss/train=0.217, alignment/train=0.0992, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 49%|████▉ | 232/469 [00:22<00:22, 10.49it/s, v_num=9, loss/train=0.217, alignment/train=0.0992, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 49%|████▉ | 232/469 [00:22<00:22, 10.49it/s, v_num=9, loss/train=0.193, alignment/train=0.0831, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 50%|████▉ | 233/469 [00:22<00:22, 10.49it/s, v_num=9, loss/train=0.193, alignment/train=0.0831, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 50%|████▉ | 233/469 [00:22<00:22, 10.49it/s, v_num=9, loss/train=0.257, alignment/train=0.0992, uniformity/train=-3.49, contrastive_acc/train=0.984, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 50%|████▉ | 234/469 [00:22<00:22, 10.51it/s, v_num=9, loss/train=0.257, alignment/train=0.0992, uniformity/train=-3.49, contrastive_acc/train=0.984, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 50%|████▉ | 234/469 [00:22<00:22, 10.51it/s, v_num=9, loss/train=0.215, alignment/train=0.0858, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 50%|█████ | 235/469 [00:22<00:22, 10.52it/s, v_num=9, loss/train=0.215, alignment/train=0.0858, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 50%|█████ | 235/469 [00:22<00:22, 10.52it/s, v_num=9, loss/train=0.236, alignment/train=0.0859, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 50%|█████ | 236/469 [00:22<00:22, 10.54it/s, v_num=9, loss/train=0.236, alignment/train=0.0859, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 50%|█████ | 236/469 [00:22<00:22, 10.54it/s, v_num=9, loss/train=0.233, alignment/train=0.0902, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 51%|█████ | 237/469 [00:22<00:21, 10.56it/s, v_num=9, loss/train=0.233, alignment/train=0.0902, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 51%|█████ | 237/469 [00:22<00:21, 10.56it/s, v_num=9, loss/train=0.184, alignment/train=0.0876, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 51%|█████ | 238/469 [00:22<00:21, 10.54it/s, v_num=9, loss/train=0.184, alignment/train=0.0876, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 51%|█████ | 238/469 [00:22<00:21, 10.54it/s, v_num=9, loss/train=0.196, alignment/train=0.0914, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 51%|█████ | 239/469 [00:22<00:21, 10.52it/s, v_num=9, loss/train=0.196, alignment/train=0.0914, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 51%|█████ | 239/469 [00:22<00:21, 10.52it/s, v_num=9, loss/train=0.244, alignment/train=0.0854, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 51%|█████ | 240/469 [00:22<00:21, 10.50it/s, v_num=9, loss/train=0.244, alignment/train=0.0854, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 51%|█████ | 240/469 [00:22<00:21, 10.50it/s, v_num=9, loss/train=0.222, alignment/train=0.102, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 51%|█████▏ | 241/469 [00:22<00:21, 10.51it/s, v_num=9, loss/train=0.222, alignment/train=0.102, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 51%|█████▏ | 241/469 [00:22<00:21, 10.51it/s, v_num=9, loss/train=0.204, alignment/train=0.0809, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 52%|█████▏ | 242/469 [00:22<00:21, 10.53it/s, v_num=9, loss/train=0.204, alignment/train=0.0809, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 52%|█████▏ | 242/469 [00:22<00:21, 10.53it/s, v_num=9, loss/train=0.186, alignment/train=0.0838, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 52%|█████▏ | 243/469 [00:23<00:21, 10.55it/s, v_num=9, loss/train=0.186, alignment/train=0.0838, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 52%|█████▏ | 243/469 [00:23<00:21, 10.55it/s, v_num=9, loss/train=0.202, alignment/train=0.0777, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 52%|█████▏ | 244/469 [00:23<00:21, 10.54it/s, v_num=9, loss/train=0.202, alignment/train=0.0777, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 52%|█████▏ | 244/469 [00:23<00:21, 10.54it/s, v_num=9, loss/train=0.252, alignment/train=0.0915, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 52%|█████▏ | 245/469 [00:23<00:21, 10.54it/s, v_num=9, loss/train=0.252, alignment/train=0.0915, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 52%|█████▏ | 245/469 [00:23<00:21, 10.54it/s, v_num=9, loss/train=0.211, alignment/train=0.0863, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 52%|█████▏ | 246/469 [00:23<00:21, 10.54it/s, v_num=9, loss/train=0.211, alignment/train=0.0863, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 52%|█████▏ | 246/469 [00:23<00:21, 10.54it/s, v_num=9, loss/train=0.219, alignment/train=0.0864, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 53%|█████▎ | 247/469 [00:23<00:21, 10.56it/s, v_num=9, loss/train=0.219, alignment/train=0.0864, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 53%|█████▎ | 247/469 [00:23<00:21, 10.56it/s, v_num=9, loss/train=0.186, alignment/train=0.0781, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 53%|█████▎ | 248/469 [00:23<00:20, 10.55it/s, v_num=9, loss/train=0.186, alignment/train=0.0781, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 53%|█████▎ | 248/469 [00:23<00:20, 10.55it/s, v_num=9, loss/train=0.191, alignment/train=0.080, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 53%|█████▎ | 249/469 [00:23<00:20, 10.56it/s, v_num=9, loss/train=0.191, alignment/train=0.080, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 53%|█████▎ | 249/469 [00:23<00:20, 10.56it/s, v_num=9, loss/train=0.200, alignment/train=0.0774, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 53%|█████▎ | 250/469 [00:23<00:20, 10.52it/s, v_num=9, loss/train=0.200, alignment/train=0.0774, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 53%|█████▎ | 250/469 [00:23<00:20, 10.52it/s, v_num=9, loss/train=0.234, alignment/train=0.0968, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 54%|█████▎ | 251/469 [00:23<00:20, 10.54it/s, v_num=9, loss/train=0.234, alignment/train=0.0968, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 54%|█████▎ | 251/469 [00:23<00:20, 10.54it/s, v_num=9, loss/train=0.178, alignment/train=0.0748, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 54%|█████▎ | 252/469 [00:23<00:20, 10.56it/s, v_num=9, loss/train=0.178, alignment/train=0.0748, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 54%|█████▎ | 252/469 [00:23<00:20, 10.56it/s, v_num=9, loss/train=0.201, alignment/train=0.0897, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 54%|█████▍ | 253/469 [00:23<00:20, 10.57it/s, v_num=9, loss/train=0.201, alignment/train=0.0897, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 54%|█████▍ | 253/469 [00:23<00:20, 10.57it/s, v_num=9, loss/train=0.191, alignment/train=0.0838, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 54%|█████▍ | 254/469 [00:24<00:20, 10.54it/s, v_num=9, loss/train=0.191, alignment/train=0.0838, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 54%|█████▍ | 254/469 [00:24<00:20, 10.54it/s, v_num=9, loss/train=0.228, alignment/train=0.0879, uniformity/train=-3.52, contrastive_acc/train=0.984, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 54%|█████▍ | 255/469 [00:24<00:20, 10.53it/s, v_num=9, loss/train=0.228, alignment/train=0.0879, uniformity/train=-3.52, contrastive_acc/train=0.984, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 54%|█████▍ | 255/469 [00:24<00:20, 10.53it/s, v_num=9, loss/train=0.201, alignment/train=0.0752, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 55%|█████▍ | 256/469 [00:24<00:20, 10.55it/s, v_num=9, loss/train=0.201, alignment/train=0.0752, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 55%|█████▍ | 256/469 [00:24<00:20, 10.55it/s, v_num=9, loss/train=0.217, alignment/train=0.0882, uniformity/train=-3.51, contrastive_acc/train=0.988, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 55%|█████▍ | 257/469 [00:24<00:20, 10.57it/s, v_num=9, loss/train=0.217, alignment/train=0.0882, uniformity/train=-3.51, contrastive_acc/train=0.988, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 55%|█████▍ | 257/469 [00:24<00:20, 10.57it/s, v_num=9, loss/train=0.187, alignment/train=0.0841, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 55%|█████▌ | 258/469 [00:24<00:19, 10.58it/s, v_num=9, loss/train=0.187, alignment/train=0.0841, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 55%|█████▌ | 258/469 [00:24<00:19, 10.58it/s, v_num=9, loss/train=0.202, alignment/train=0.0825, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 55%|█████▌ | 259/469 [00:24<00:19, 10.58it/s, v_num=9, loss/train=0.202, alignment/train=0.0825, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 55%|█████▌ | 259/469 [00:24<00:19, 10.58it/s, v_num=9, loss/train=0.231, alignment/train=0.0829, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 55%|█████▌ | 260/469 [00:24<00:19, 10.58it/s, v_num=9, loss/train=0.231, alignment/train=0.0829, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 55%|█████▌ | 260/469 [00:24<00:19, 10.58it/s, v_num=9, loss/train=0.227, alignment/train=0.0998, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 56%|█████▌ | 261/469 [00:24<00:19, 10.59it/s, v_num=9, loss/train=0.227, alignment/train=0.0998, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 56%|█████▌ | 261/469 [00:24<00:19, 10.59it/s, v_num=9, loss/train=0.171, alignment/train=0.0795, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 56%|█████▌ | 262/469 [00:24<00:19, 10.59it/s, v_num=9, loss/train=0.171, alignment/train=0.0795, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 56%|█████▌ | 262/469 [00:24<00:19, 10.59it/s, v_num=9, loss/train=0.220, alignment/train=0.0852, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 56%|█████▌ | 263/469 [00:24<00:19, 10.58it/s, v_num=9, loss/train=0.220, alignment/train=0.0852, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 56%|█████▌ | 263/469 [00:24<00:19, 10.58it/s, v_num=9, loss/train=0.236, alignment/train=0.0953, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 56%|█████▋ | 264/469 [00:24<00:19, 10.60it/s, v_num=9, loss/train=0.236, alignment/train=0.0953, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 56%|█████▋ | 264/469 [00:24<00:19, 10.60it/s, v_num=9, loss/train=0.205, alignment/train=0.0831, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 57%|█████▋ | 265/469 [00:25<00:19, 10.59it/s, v_num=9, loss/train=0.205, alignment/train=0.0831, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 57%|█████▋ | 265/469 [00:25<00:19, 10.59it/s, v_num=9, loss/train=0.180, alignment/train=0.0783, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 57%|█████▋ | 266/469 [00:25<00:19, 10.59it/s, v_num=9, loss/train=0.180, alignment/train=0.0783, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 57%|█████▋ | 266/469 [00:25<00:19, 10.59it/s, v_num=9, loss/train=0.232, alignment/train=0.0858, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 57%|█████▋ | 267/469 [00:25<00:19, 10.60it/s, v_num=9, loss/train=0.232, alignment/train=0.0858, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 57%|█████▋ | 267/469 [00:25<00:19, 10.60it/s, v_num=9, loss/train=0.223, alignment/train=0.0882, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 57%|█████▋ | 268/469 [00:25<00:18, 10.60it/s, v_num=9, loss/train=0.223, alignment/train=0.0882, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 57%|█████▋ | 268/469 [00:25<00:18, 10.60it/s, v_num=9, loss/train=0.166, alignment/train=0.0818, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 57%|█████▋ | 269/469 [00:25<00:18, 10.62it/s, v_num=9, loss/train=0.166, alignment/train=0.0818, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 57%|█████▋ | 269/469 [00:25<00:18, 10.62it/s, v_num=9, loss/train=0.175, alignment/train=0.0709, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 58%|█████▊ | 270/469 [00:25<00:18, 10.61it/s, v_num=9, loss/train=0.175, alignment/train=0.0709, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 58%|█████▊ | 270/469 [00:25<00:18, 10.61it/s, v_num=9, loss/train=0.228, alignment/train=0.0802, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 58%|█████▊ | 271/469 [00:25<00:18, 10.61it/s, v_num=9, loss/train=0.228, alignment/train=0.0802, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 58%|█████▊ | 271/469 [00:25<00:18, 10.61it/s, v_num=9, loss/train=0.217, alignment/train=0.0839, uniformity/train=-3.52, contrastive_acc/train=0.980, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 58%|█████▊ | 272/469 [00:25<00:18, 10.59it/s, v_num=9, loss/train=0.217, alignment/train=0.0839, uniformity/train=-3.52, contrastive_acc/train=0.980, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 58%|█████▊ | 272/469 [00:25<00:18, 10.59it/s, v_num=9, loss/train=0.219, alignment/train=0.0829, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 58%|█████▊ | 273/469 [00:25<00:18, 10.59it/s, v_num=9, loss/train=0.219, alignment/train=0.0829, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 58%|█████▊ | 273/469 [00:25<00:18, 10.59it/s, v_num=9, loss/train=0.208, alignment/train=0.0841, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 58%|█████▊ | 274/469 [00:25<00:18, 10.60it/s, v_num=9, loss/train=0.208, alignment/train=0.0841, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 58%|█████▊ | 274/469 [00:25<00:18, 10.60it/s, v_num=9, loss/train=0.192, alignment/train=0.0842, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 59%|█████▊ | 275/469 [00:25<00:18, 10.60it/s, v_num=9, loss/train=0.192, alignment/train=0.0842, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 59%|█████▊ | 275/469 [00:25<00:18, 10.60it/s, v_num=9, loss/train=0.192, alignment/train=0.0835, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 59%|█████▉ | 276/469 [00:26<00:18, 10.61it/s, v_num=9, loss/train=0.192, alignment/train=0.0835, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 59%|█████▉ | 276/469 [00:26<00:18, 10.61it/s, v_num=9, loss/train=0.228, alignment/train=0.0947, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 59%|█████▉ | 277/469 [00:26<00:18, 10.63it/s, v_num=9, loss/train=0.228, alignment/train=0.0947, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 59%|█████▉ | 277/469 [00:26<00:18, 10.63it/s, v_num=9, loss/train=0.210, alignment/train=0.0949, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 59%|█████▉ | 278/469 [00:26<00:17, 10.62it/s, v_num=9, loss/train=0.210, alignment/train=0.0949, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 59%|█████▉ | 278/469 [00:26<00:17, 10.62it/s, v_num=9, loss/train=0.167, alignment/train=0.0798, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 59%|█████▉ | 279/469 [00:26<00:17, 10.59it/s, v_num=9, loss/train=0.167, alignment/train=0.0798, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 59%|█████▉ | 279/469 [00:26<00:17, 10.59it/s, v_num=9, loss/train=0.227, alignment/train=0.0788, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 60%|█████▉ | 280/469 [00:26<00:17, 10.60it/s, v_num=9, loss/train=0.227, alignment/train=0.0788, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 60%|█████▉ | 280/469 [00:26<00:17, 10.60it/s, v_num=9, loss/train=0.216, alignment/train=0.0795, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 60%|█████▉ | 281/469 [00:26<00:17, 10.61it/s, v_num=9, loss/train=0.216, alignment/train=0.0795, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 60%|█████▉ | 281/469 [00:26<00:17, 10.61it/s, v_num=9, loss/train=0.188, alignment/train=0.0748, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 60%|██████ | 282/469 [00:26<00:17, 10.61it/s, v_num=9, loss/train=0.188, alignment/train=0.0748, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 60%|██████ | 282/469 [00:26<00:17, 10.61it/s, v_num=9, loss/train=0.214, alignment/train=0.0879, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 60%|██████ | 283/469 [00:26<00:17, 10.62it/s, v_num=9, loss/train=0.214, alignment/train=0.0879, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 60%|██████ | 283/469 [00:26<00:17, 10.62it/s, v_num=9, loss/train=0.212, alignment/train=0.0815, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 61%|██████ | 284/469 [00:26<00:17, 10.64it/s, v_num=9, loss/train=0.212, alignment/train=0.0815, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 61%|██████ | 284/469 [00:26<00:17, 10.64it/s, v_num=9, loss/train=0.197, alignment/train=0.0967, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 61%|██████ | 285/469 [00:26<00:17, 10.65it/s, v_num=9, loss/train=0.197, alignment/train=0.0967, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 61%|██████ | 285/469 [00:26<00:17, 10.65it/s, v_num=9, loss/train=0.252, alignment/train=0.0995, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 61%|██████ | 286/469 [00:26<00:17, 10.66it/s, v_num=9, loss/train=0.252, alignment/train=0.0995, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 61%|██████ | 286/469 [00:26<00:17, 10.66it/s, v_num=9, loss/train=0.207, alignment/train=0.0807, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 61%|██████ | 287/469 [00:27<00:17, 10.60it/s, v_num=9, loss/train=0.207, alignment/train=0.0807, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 61%|██████ | 287/469 [00:27<00:17, 10.60it/s, v_num=9, loss/train=0.219, alignment/train=0.0847, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 61%|██████▏ | 288/469 [00:27<00:17, 10.61it/s, v_num=9, loss/train=0.219, alignment/train=0.0847, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 61%|██████▏ | 288/469 [00:27<00:17, 10.61it/s, v_num=9, loss/train=0.211, alignment/train=0.0746, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 62%|██████▏ | 289/469 [00:27<00:16, 10.63it/s, v_num=9, loss/train=0.211, alignment/train=0.0746, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 62%|██████▏ | 289/469 [00:27<00:16, 10.63it/s, v_num=9, loss/train=0.200, alignment/train=0.0873, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 62%|██████▏ | 290/469 [00:27<00:16, 10.61it/s, v_num=9, loss/train=0.200, alignment/train=0.0873, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 62%|██████▏ | 290/469 [00:27<00:16, 10.61it/s, v_num=9, loss/train=0.232, alignment/train=0.0888, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 62%|██████▏ | 291/469 [00:27<00:16, 10.62it/s, v_num=9, loss/train=0.232, alignment/train=0.0888, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 62%|██████▏ | 291/469 [00:27<00:16, 10.62it/s, v_num=9, loss/train=0.241, alignment/train=0.0944, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 62%|██████▏ | 292/469 [00:27<00:16, 10.63it/s, v_num=9, loss/train=0.241, alignment/train=0.0944, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 62%|██████▏ | 292/469 [00:27<00:16, 10.63it/s, v_num=9, loss/train=0.218, alignment/train=0.077, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 62%|██████▏ | 293/469 [00:27<00:16, 10.65it/s, v_num=9, loss/train=0.218, alignment/train=0.077, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 62%|██████▏ | 293/469 [00:27<00:16, 10.64it/s, v_num=9, loss/train=0.246, alignment/train=0.0794, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 63%|██████▎ | 294/469 [00:27<00:16, 10.62it/s, v_num=9, loss/train=0.246, alignment/train=0.0794, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 63%|██████▎ | 294/469 [00:27<00:16, 10.61it/s, v_num=9, loss/train=0.260, alignment/train=0.0763, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 63%|██████▎ | 295/469 [00:27<00:16, 10.62it/s, v_num=9, loss/train=0.260, alignment/train=0.0763, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 63%|██████▎ | 295/469 [00:27<00:16, 10.62it/s, v_num=9, loss/train=0.229, alignment/train=0.0872, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 63%|██████▎ | 296/469 [00:27<00:16, 10.63it/s, v_num=9, loss/train=0.229, alignment/train=0.0872, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 63%|██████▎ | 296/469 [00:27<00:16, 10.63it/s, v_num=9, loss/train=0.217, alignment/train=0.0997, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 63%|██████▎ | 297/469 [00:27<00:16, 10.64it/s, v_num=9, loss/train=0.217, alignment/train=0.0997, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 63%|██████▎ | 297/469 [00:27<00:16, 10.63it/s, v_num=9, loss/train=0.202, alignment/train=0.0752, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 64%|██████▎ | 298/469 [00:28<00:16, 10.64it/s, v_num=9, loss/train=0.202, alignment/train=0.0752, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 64%|██████▎ | 298/469 [00:28<00:16, 10.64it/s, v_num=9, loss/train=0.217, alignment/train=0.0806, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 64%|██████▍ | 299/469 [00:28<00:15, 10.64it/s, v_num=9, loss/train=0.217, alignment/train=0.0806, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 64%|██████▍ | 299/469 [00:28<00:15, 10.64it/s, v_num=9, loss/train=0.212, alignment/train=0.101, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 64%|██████▍ | 300/469 [00:28<00:15, 10.64it/s, v_num=9, loss/train=0.212, alignment/train=0.101, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 64%|██████▍ | 300/469 [00:28<00:15, 10.64it/s, v_num=9, loss/train=0.206, alignment/train=0.0901, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 64%|██████▍ | 301/469 [00:28<00:15, 10.66it/s, v_num=9, loss/train=0.206, alignment/train=0.0901, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 64%|██████▍ | 301/469 [00:28<00:15, 10.66it/s, v_num=9, loss/train=0.237, alignment/train=0.0981, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 64%|██████▍ | 302/469 [00:28<00:15, 10.67it/s, v_num=9, loss/train=0.237, alignment/train=0.0981, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 64%|██████▍ | 302/469 [00:28<00:15, 10.67it/s, v_num=9, loss/train=0.225, alignment/train=0.0953, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 65%|██████▍ | 303/469 [00:28<00:15, 10.66it/s, v_num=9, loss/train=0.225, alignment/train=0.0953, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 65%|██████▍ | 303/469 [00:28<00:15, 10.66it/s, v_num=9, loss/train=0.209, alignment/train=0.0781, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 65%|██████▍ | 304/469 [00:28<00:15, 10.67it/s, v_num=9, loss/train=0.209, alignment/train=0.0781, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 65%|██████▍ | 304/469 [00:28<00:15, 10.67it/s, v_num=9, loss/train=0.198, alignment/train=0.0842, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 65%|██████▌ | 305/469 [00:28<00:15, 10.67it/s, v_num=9, loss/train=0.198, alignment/train=0.0842, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 65%|██████▌ | 305/469 [00:28<00:15, 10.67it/s, v_num=9, loss/train=0.249, alignment/train=0.0814, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 65%|██████▌ | 306/469 [00:28<00:15, 10.64it/s, v_num=9, loss/train=0.249, alignment/train=0.0814, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 65%|██████▌ | 306/469 [00:28<00:15, 10.64it/s, v_num=9, loss/train=0.268, alignment/train=0.0886, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 65%|██████▌ | 307/469 [00:28<00:15, 10.65it/s, v_num=9, loss/train=0.268, alignment/train=0.0886, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 65%|██████▌ | 307/469 [00:28<00:15, 10.65it/s, v_num=9, loss/train=0.188, alignment/train=0.0869, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 66%|██████▌ | 308/469 [00:28<00:15, 10.67it/s, v_num=9, loss/train=0.188, alignment/train=0.0869, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 66%|██████▌ | 308/469 [00:28<00:15, 10.66it/s, v_num=9, loss/train=0.226, alignment/train=0.0895, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 66%|██████▌ | 309/469 [00:28<00:15, 10.66it/s, v_num=9, loss/train=0.226, alignment/train=0.0895, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 66%|██████▌ | 309/469 [00:28<00:15, 10.66it/s, v_num=9, loss/train=0.270, alignment/train=0.0863, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 66%|██████▌ | 310/469 [00:29<00:14, 10.67it/s, v_num=9, loss/train=0.270, alignment/train=0.0863, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 66%|██████▌ | 310/469 [00:29<00:14, 10.67it/s, v_num=9, loss/train=0.197, alignment/train=0.0799, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 66%|██████▋ | 311/469 [00:29<00:14, 10.66it/s, v_num=9, loss/train=0.197, alignment/train=0.0799, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 66%|██████▋ | 311/469 [00:29<00:14, 10.66it/s, v_num=9, loss/train=0.198, alignment/train=0.0905, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 67%|██████▋ | 312/469 [00:29<00:14, 10.67it/s, v_num=9, loss/train=0.198, alignment/train=0.0905, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 67%|██████▋ | 312/469 [00:29<00:14, 10.67it/s, v_num=9, loss/train=0.205, alignment/train=0.0861, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 67%|██████▋ | 313/469 [00:29<00:14, 10.67it/s, v_num=9, loss/train=0.205, alignment/train=0.0861, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 67%|██████▋ | 313/469 [00:29<00:14, 10.67it/s, v_num=9, loss/train=0.248, alignment/train=0.0927, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 67%|██████▋ | 314/469 [00:29<00:14, 10.67it/s, v_num=9, loss/train=0.248, alignment/train=0.0927, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 67%|██████▋ | 314/469 [00:29<00:14, 10.67it/s, v_num=9, loss/train=0.174, alignment/train=0.0796, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 67%|██████▋ | 315/469 [00:29<00:14, 10.67it/s, v_num=9, loss/train=0.174, alignment/train=0.0796, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 67%|██████▋ | 315/469 [00:29<00:14, 10.67it/s, v_num=9, loss/train=0.237, alignment/train=0.0841, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 67%|██████▋ | 316/469 [00:29<00:14, 10.69it/s, v_num=9, loss/train=0.237, alignment/train=0.0841, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 67%|██████▋ | 316/469 [00:29<00:14, 10.69it/s, v_num=9, loss/train=0.192, alignment/train=0.088, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 68%|██████▊ | 317/469 [00:29<00:14, 10.69it/s, v_num=9, loss/train=0.192, alignment/train=0.088, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 68%|██████▊ | 317/469 [00:29<00:14, 10.69it/s, v_num=9, loss/train=0.243, alignment/train=0.0967, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 68%|██████▊ | 318/469 [00:29<00:14, 10.69it/s, v_num=9, loss/train=0.243, alignment/train=0.0967, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 68%|██████▊ | 318/469 [00:29<00:14, 10.69it/s, v_num=9, loss/train=0.210, alignment/train=0.0877, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 68%|██████▊ | 319/469 [00:29<00:14, 10.67it/s, v_num=9, loss/train=0.210, alignment/train=0.0877, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 68%|██████▊ | 319/469 [00:29<00:14, 10.67it/s, v_num=9, loss/train=0.182, alignment/train=0.0867, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 68%|██████▊ | 320/469 [00:29<00:13, 10.68it/s, v_num=9, loss/train=0.182, alignment/train=0.0867, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 68%|██████▊ | 320/469 [00:29<00:13, 10.68it/s, v_num=9, loss/train=0.190, alignment/train=0.0747, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 68%|██████▊ | 321/469 [00:30<00:13, 10.70it/s, v_num=9, loss/train=0.190, alignment/train=0.0747, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 68%|██████▊ | 321/469 [00:30<00:13, 10.70it/s, v_num=9, loss/train=0.215, alignment/train=0.0877, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 69%|██████▊ | 322/469 [00:30<00:13, 10.71it/s, v_num=9, loss/train=0.215, alignment/train=0.0877, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 69%|██████▊ | 322/469 [00:30<00:13, 10.71it/s, v_num=9, loss/train=0.266, alignment/train=0.0999, uniformity/train=-3.50, contrastive_acc/train=0.984, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 69%|██████▉ | 323/469 [00:30<00:13, 10.72it/s, v_num=9, loss/train=0.266, alignment/train=0.0999, uniformity/train=-3.50, contrastive_acc/train=0.984, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 69%|██████▉ | 323/469 [00:30<00:13, 10.72it/s, v_num=9, loss/train=0.196, alignment/train=0.0893, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 69%|██████▉ | 324/469 [00:30<00:13, 10.71it/s, v_num=9, loss/train=0.196, alignment/train=0.0893, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 69%|██████▉ | 324/469 [00:30<00:13, 10.71it/s, v_num=9, loss/train=0.218, alignment/train=0.101, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 69%|██████▉ | 325/469 [00:30<00:13, 10.70it/s, v_num=9, loss/train=0.218, alignment/train=0.101, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 69%|██████▉ | 325/469 [00:30<00:13, 10.70it/s, v_num=9, loss/train=0.186, alignment/train=0.0791, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 70%|██████▉ | 326/469 [00:30<00:13, 10.69it/s, v_num=9, loss/train=0.186, alignment/train=0.0791, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 70%|██████▉ | 326/469 [00:30<00:13, 10.69it/s, v_num=9, loss/train=0.202, alignment/train=0.089, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 70%|██████▉ | 327/469 [00:30<00:13, 10.71it/s, v_num=9, loss/train=0.202, alignment/train=0.089, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 70%|██████▉ | 327/469 [00:30<00:13, 10.71it/s, v_num=9, loss/train=0.188, alignment/train=0.0698, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 70%|██████▉ | 328/469 [00:30<00:13, 10.69it/s, v_num=9, loss/train=0.188, alignment/train=0.0698, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 70%|██████▉ | 328/469 [00:30<00:13, 10.69it/s, v_num=9, loss/train=0.280, alignment/train=0.111, uniformity/train=-3.50, contrastive_acc/train=0.984, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 70%|███████ | 329/469 [00:30<00:13, 10.70it/s, v_num=9, loss/train=0.280, alignment/train=0.111, uniformity/train=-3.50, contrastive_acc/train=0.984, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 70%|███████ | 329/469 [00:30<00:13, 10.70it/s, v_num=9, loss/train=0.188, alignment/train=0.081, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 70%|███████ | 330/469 [00:30<00:12, 10.70it/s, v_num=9, loss/train=0.188, alignment/train=0.081, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 70%|███████ | 330/469 [00:30<00:12, 10.70it/s, v_num=9, loss/train=0.201, alignment/train=0.0881, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 71%|███████ | 331/469 [00:30<00:12, 10.72it/s, v_num=9, loss/train=0.201, alignment/train=0.0881, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 71%|███████ | 331/469 [00:30<00:12, 10.72it/s, v_num=9, loss/train=0.214, alignment/train=0.0778, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 71%|███████ | 332/469 [00:31<00:12, 10.69it/s, v_num=9, loss/train=0.214, alignment/train=0.0778, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 71%|███████ | 332/469 [00:31<00:12, 10.69it/s, v_num=9, loss/train=0.200, alignment/train=0.0758, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 71%|███████ | 333/469 [00:31<00:12, 10.70it/s, v_num=9, loss/train=0.200, alignment/train=0.0758, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 71%|███████ | 333/469 [00:31<00:12, 10.70it/s, v_num=9, loss/train=0.204, alignment/train=0.0822, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 71%|███████ | 334/469 [00:31<00:12, 10.71it/s, v_num=9, loss/train=0.204, alignment/train=0.0822, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 71%|███████ | 334/469 [00:31<00:12, 10.71it/s, v_num=9, loss/train=0.288, alignment/train=0.101, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 71%|███████▏ | 335/469 [00:31<00:12, 10.71it/s, v_num=9, loss/train=0.288, alignment/train=0.101, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 71%|███████▏ | 335/469 [00:31<00:12, 10.71it/s, v_num=9, loss/train=0.270, alignment/train=0.0853, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 72%|███████▏ | 336/469 [00:31<00:12, 10.71it/s, v_num=9, loss/train=0.270, alignment/train=0.0853, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 72%|███████▏ | 336/469 [00:31<00:12, 10.71it/s, v_num=9, loss/train=0.205, alignment/train=0.0769, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 72%|███████▏ | 337/469 [00:31<00:12, 10.72it/s, v_num=9, loss/train=0.205, alignment/train=0.0769, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 72%|███████▏ | 337/469 [00:31<00:12, 10.72it/s, v_num=9, loss/train=0.214, alignment/train=0.0856, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 72%|███████▏ | 338/469 [00:31<00:12, 10.73it/s, v_num=9, loss/train=0.214, alignment/train=0.0856, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 72%|███████▏ | 338/469 [00:31<00:12, 10.73it/s, v_num=9, loss/train=0.202, alignment/train=0.0746, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 72%|███████▏ | 339/469 [00:31<00:12, 10.71it/s, v_num=9, loss/train=0.202, alignment/train=0.0746, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 72%|███████▏ | 339/469 [00:31<00:12, 10.71it/s, v_num=9, loss/train=0.191, alignment/train=0.0816, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 72%|███████▏ | 340/469 [00:31<00:12, 10.72it/s, v_num=9, loss/train=0.191, alignment/train=0.0816, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 72%|███████▏ | 340/469 [00:31<00:12, 10.72it/s, v_num=9, loss/train=0.194, alignment/train=0.0799, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 73%|███████▎ | 341/469 [00:31<00:11, 10.72it/s, v_num=9, loss/train=0.194, alignment/train=0.0799, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 73%|███████▎ | 341/469 [00:31<00:11, 10.72it/s, v_num=9, loss/train=0.166, alignment/train=0.0823, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 73%|███████▎ | 342/469 [00:31<00:11, 10.72it/s, v_num=9, loss/train=0.166, alignment/train=0.0823, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 73%|███████▎ | 342/469 [00:31<00:11, 10.72it/s, v_num=9, loss/train=0.204, alignment/train=0.0939, uniformity/train=-3.54, contrastive_acc/train=0.988, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 73%|███████▎ | 343/469 [00:31<00:11, 10.72it/s, v_num=9, loss/train=0.204, alignment/train=0.0939, uniformity/train=-3.54, contrastive_acc/train=0.988, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 73%|███████▎ | 343/469 [00:31<00:11, 10.72it/s, v_num=9, loss/train=0.232, alignment/train=0.0986, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 73%|███████▎ | 344/469 [00:32<00:11, 10.71it/s, v_num=9, loss/train=0.232, alignment/train=0.0986, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 73%|███████▎ | 344/469 [00:32<00:11, 10.71it/s, v_num=9, loss/train=0.191, alignment/train=0.0729, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 74%|███████▎ | 345/469 [00:32<00:11, 10.72it/s, v_num=9, loss/train=0.191, alignment/train=0.0729, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 74%|███████▎ | 345/469 [00:32<00:11, 10.72it/s, v_num=9, loss/train=0.238, alignment/train=0.0875, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 74%|███████▍ | 346/469 [00:32<00:11, 10.73it/s, v_num=9, loss/train=0.238, alignment/train=0.0875, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 74%|███████▍ | 346/469 [00:32<00:11, 10.73it/s, v_num=9, loss/train=0.240, alignment/train=0.0884, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 74%|███████▍ | 347/469 [00:32<00:11, 10.74it/s, v_num=9, loss/train=0.240, alignment/train=0.0884, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 74%|███████▍ | 347/469 [00:32<00:11, 10.74it/s, v_num=9, loss/train=0.213, alignment/train=0.0989, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 74%|███████▍ | 348/469 [00:32<00:11, 10.74it/s, v_num=9, loss/train=0.213, alignment/train=0.0989, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 74%|███████▍ | 348/469 [00:32<00:11, 10.74it/s, v_num=9, loss/train=0.200, alignment/train=0.0816, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 74%|███████▍ | 349/469 [00:32<00:11, 10.72it/s, v_num=9, loss/train=0.200, alignment/train=0.0816, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 74%|███████▍ | 349/469 [00:32<00:11, 10.72it/s, v_num=9, loss/train=0.206, alignment/train=0.0864, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 75%|███████▍ | 350/469 [00:32<00:11, 10.73it/s, v_num=9, loss/train=0.206, alignment/train=0.0864, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 75%|███████▍ | 350/469 [00:32<00:11, 10.73it/s, v_num=9, loss/train=0.216, alignment/train=0.0909, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 75%|███████▍ | 351/469 [00:32<00:10, 10.73it/s, v_num=9, loss/train=0.216, alignment/train=0.0909, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 75%|███████▍ | 351/469 [00:32<00:10, 10.73it/s, v_num=9, loss/train=0.206, alignment/train=0.0845, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 75%|███████▌ | 352/469 [00:32<00:10, 10.73it/s, v_num=9, loss/train=0.206, alignment/train=0.0845, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 75%|███████▌ | 352/469 [00:32<00:10, 10.73it/s, v_num=9, loss/train=0.197, alignment/train=0.0913, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 75%|███████▌ | 353/469 [00:32<00:10, 10.74it/s, v_num=9, loss/train=0.197, alignment/train=0.0913, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 75%|███████▌ | 353/469 [00:32<00:10, 10.74it/s, v_num=9, loss/train=0.192, alignment/train=0.0768, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 75%|███████▌ | 354/469 [00:32<00:10, 10.75it/s, v_num=9, loss/train=0.192, alignment/train=0.0768, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 75%|███████▌ | 354/469 [00:32<00:10, 10.75it/s, v_num=9, loss/train=0.206, alignment/train=0.0971, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 76%|███████▌ | 355/469 [00:32<00:10, 10.76it/s, v_num=9, loss/train=0.206, alignment/train=0.0971, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 76%|███████▌ | 355/469 [00:32<00:10, 10.76it/s, v_num=9, loss/train=0.191, alignment/train=0.0812, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 76%|███████▌ | 356/469 [00:33<00:10, 10.76it/s, v_num=9, loss/train=0.191, alignment/train=0.0812, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 76%|███████▌ | 356/469 [00:33<00:10, 10.76it/s, v_num=9, loss/train=0.203, alignment/train=0.0803, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 76%|███████▌ | 357/469 [00:33<00:10, 10.76it/s, v_num=9, loss/train=0.203, alignment/train=0.0803, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 76%|███████▌ | 357/469 [00:33<00:10, 10.76it/s, v_num=9, loss/train=0.227, alignment/train=0.0828, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 76%|███████▋ | 358/469 [00:33<00:10, 10.72it/s, v_num=9, loss/train=0.227, alignment/train=0.0828, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 76%|███████▋ | 358/469 [00:33<00:10, 10.72it/s, v_num=9, loss/train=0.224, alignment/train=0.0777, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 77%|███████▋ | 359/469 [00:33<00:10, 10.73it/s, v_num=9, loss/train=0.224, alignment/train=0.0777, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 77%|███████▋ | 359/469 [00:33<00:10, 10.73it/s, v_num=9, loss/train=0.233, alignment/train=0.0931, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 77%|███████▋ | 360/469 [00:33<00:10, 10.75it/s, v_num=9, loss/train=0.233, alignment/train=0.0931, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 77%|███████▋ | 360/469 [00:33<00:10, 10.75it/s, v_num=9, loss/train=0.193, alignment/train=0.0824, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 77%|███████▋ | 361/469 [00:33<00:10, 10.73it/s, v_num=9, loss/train=0.193, alignment/train=0.0824, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 77%|███████▋ | 361/469 [00:33<00:10, 10.73it/s, v_num=9, loss/train=0.232, alignment/train=0.090, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 77%|███████▋ | 362/469 [00:33<00:09, 10.74it/s, v_num=9, loss/train=0.232, alignment/train=0.090, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 77%|███████▋ | 362/469 [00:33<00:09, 10.74it/s, v_num=9, loss/train=0.218, alignment/train=0.0809, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 77%|███████▋ | 363/469 [00:33<00:09, 10.75it/s, v_num=9, loss/train=0.218, alignment/train=0.0809, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 77%|███████▋ | 363/469 [00:33<00:09, 10.75it/s, v_num=9, loss/train=0.187, alignment/train=0.0728, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 78%|███████▊ | 364/469 [00:33<00:09, 10.76it/s, v_num=9, loss/train=0.187, alignment/train=0.0728, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 78%|███████▊ | 364/469 [00:33<00:09, 10.76it/s, v_num=9, loss/train=0.230, alignment/train=0.109, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 78%|███████▊ | 365/469 [00:33<00:09, 10.76it/s, v_num=9, loss/train=0.230, alignment/train=0.109, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 78%|███████▊ | 365/469 [00:33<00:09, 10.76it/s, v_num=9, loss/train=0.224, alignment/train=0.0808, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 78%|███████▊ | 366/469 [00:34<00:09, 10.75it/s, v_num=9, loss/train=0.224, alignment/train=0.0808, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 78%|███████▊ | 366/469 [00:34<00:09, 10.75it/s, v_num=9, loss/train=0.206, alignment/train=0.0934, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 78%|███████▊ | 367/469 [00:34<00:09, 10.74it/s, v_num=9, loss/train=0.206, alignment/train=0.0934, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 78%|███████▊ | 367/469 [00:34<00:09, 10.74it/s, v_num=9, loss/train=0.192, alignment/train=0.0911, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 78%|███████▊ | 368/469 [00:34<00:09, 10.74it/s, v_num=9, loss/train=0.192, alignment/train=0.0911, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 78%|███████▊ | 368/469 [00:34<00:09, 10.74it/s, v_num=9, loss/train=0.220, alignment/train=0.0773, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 79%|███████▊ | 369/469 [00:34<00:09, 10.75it/s, v_num=9, loss/train=0.220, alignment/train=0.0773, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 79%|███████▊ | 369/469 [00:34<00:09, 10.75it/s, v_num=9, loss/train=0.253, alignment/train=0.0971, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 79%|███████▉ | 370/469 [00:34<00:09, 10.76it/s, v_num=9, loss/train=0.253, alignment/train=0.0971, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 79%|███████▉ | 370/469 [00:34<00:09, 10.76it/s, v_num=9, loss/train=0.216, alignment/train=0.0864, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 79%|███████▉ | 371/469 [00:34<00:09, 10.76it/s, v_num=9, loss/train=0.216, alignment/train=0.0864, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 79%|███████▉ | 371/469 [00:34<00:09, 10.76it/s, v_num=9, loss/train=0.228, alignment/train=0.0817, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 79%|███████▉ | 372/469 [00:34<00:09, 10.77it/s, v_num=9, loss/train=0.228, alignment/train=0.0817, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 79%|███████▉ | 372/469 [00:34<00:09, 10.77it/s, v_num=9, loss/train=0.199, alignment/train=0.0816, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 80%|███████▉ | 373/469 [00:34<00:08, 10.76it/s, v_num=9, loss/train=0.199, alignment/train=0.0816, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 80%|███████▉ | 373/469 [00:34<00:08, 10.76it/s, v_num=9, loss/train=0.192, alignment/train=0.0856, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 80%|███████▉ | 374/469 [00:34<00:08, 10.75it/s, v_num=9, loss/train=0.192, alignment/train=0.0856, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 80%|███████▉ | 374/469 [00:34<00:08, 10.75it/s, v_num=9, loss/train=0.194, alignment/train=0.0871, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 80%|███████▉ | 375/469 [00:34<00:08, 10.76it/s, v_num=9, loss/train=0.194, alignment/train=0.0871, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 80%|███████▉ | 375/469 [00:34<00:08, 10.76it/s, v_num=9, loss/train=0.195, alignment/train=0.0929, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 80%|████████ | 376/469 [00:34<00:08, 10.77it/s, v_num=9, loss/train=0.195, alignment/train=0.0929, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 80%|████████ | 376/469 [00:34<00:08, 10.77it/s, v_num=9, loss/train=0.238, alignment/train=0.0782, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 80%|████████ | 377/469 [00:34<00:08, 10.78it/s, v_num=9, loss/train=0.238, alignment/train=0.0782, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 80%|████████ | 377/469 [00:34<00:08, 10.78it/s, v_num=9, loss/train=0.180, alignment/train=0.0924, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 81%|████████ | 378/469 [00:35<00:08, 10.78it/s, v_num=9, loss/train=0.180, alignment/train=0.0924, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 81%|████████ | 378/469 [00:35<00:08, 10.78it/s, v_num=9, loss/train=0.266, alignment/train=0.103, uniformity/train=-3.54, contrastive_acc/train=0.988, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 81%|████████ | 379/469 [00:35<00:08, 10.76it/s, v_num=9, loss/train=0.266, alignment/train=0.103, uniformity/train=-3.54, contrastive_acc/train=0.988, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 81%|████████ | 379/469 [00:35<00:08, 10.76it/s, v_num=9, loss/train=0.236, alignment/train=0.0844, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 81%|████████ | 380/469 [00:35<00:08, 10.76it/s, v_num=9, loss/train=0.236, alignment/train=0.0844, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 81%|████████ | 380/469 [00:35<00:08, 10.76it/s, v_num=9, loss/train=0.216, alignment/train=0.0767, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 81%|████████ | 381/469 [00:35<00:08, 10.75it/s, v_num=9, loss/train=0.216, alignment/train=0.0767, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 81%|████████ | 381/469 [00:35<00:08, 10.75it/s, v_num=9, loss/train=0.224, alignment/train=0.094, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 81%|████████▏ | 382/469 [00:35<00:08, 10.76it/s, v_num=9, loss/train=0.224, alignment/train=0.094, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 81%|████████▏ | 382/469 [00:35<00:08, 10.76it/s, v_num=9, loss/train=0.198, alignment/train=0.095, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 82%|████████▏ | 383/469 [00:35<00:07, 10.77it/s, v_num=9, loss/train=0.198, alignment/train=0.095, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 82%|████████▏ | 383/469 [00:35<00:07, 10.77it/s, v_num=9, loss/train=0.220, alignment/train=0.0982, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 82%|████████▏ | 384/469 [00:35<00:07, 10.76it/s, v_num=9, loss/train=0.220, alignment/train=0.0982, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 82%|████████▏ | 384/469 [00:35<00:07, 10.76it/s, v_num=9, loss/train=0.216, alignment/train=0.0901, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 82%|████████▏ | 385/469 [00:35<00:07, 10.77it/s, v_num=9, loss/train=0.216, alignment/train=0.0901, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 82%|████████▏ | 385/469 [00:35<00:07, 10.77it/s, v_num=9, loss/train=0.188, alignment/train=0.0828, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 82%|████████▏ | 386/469 [00:35<00:07, 10.78it/s, v_num=9, loss/train=0.188, alignment/train=0.0828, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 82%|████████▏ | 386/469 [00:35<00:07, 10.78it/s, v_num=9, loss/train=0.207, alignment/train=0.0919, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 83%|████████▎ | 387/469 [00:35<00:07, 10.79it/s, v_num=9, loss/train=0.207, alignment/train=0.0919, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 83%|████████▎ | 387/469 [00:35<00:07, 10.79it/s, v_num=9, loss/train=0.224, alignment/train=0.0901, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 83%|████████▎ | 388/469 [00:35<00:07, 10.78it/s, v_num=9, loss/train=0.224, alignment/train=0.0901, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 83%|████████▎ | 388/469 [00:35<00:07, 10.78it/s, v_num=9, loss/train=0.209, alignment/train=0.0801, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 83%|████████▎ | 389/469 [00:36<00:07, 10.76it/s, v_num=9, loss/train=0.209, alignment/train=0.0801, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 83%|████████▎ | 389/469 [00:36<00:07, 10.76it/s, v_num=9, loss/train=0.242, alignment/train=0.0901, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 83%|████████▎ | 390/469 [00:36<00:07, 10.77it/s, v_num=9, loss/train=0.242, alignment/train=0.0901, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 83%|████████▎ | 390/469 [00:36<00:07, 10.77it/s, v_num=9, loss/train=0.218, alignment/train=0.0853, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 83%|████████▎ | 391/469 [00:36<00:07, 10.77it/s, v_num=9, loss/train=0.218, alignment/train=0.0853, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 83%|████████▎ | 391/469 [00:36<00:07, 10.77it/s, v_num=9, loss/train=0.209, alignment/train=0.0778, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 84%|████████▎ | 392/469 [00:36<00:07, 10.77it/s, v_num=9, loss/train=0.209, alignment/train=0.0778, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 84%|████████▎ | 392/469 [00:36<00:07, 10.77it/s, v_num=9, loss/train=0.255, alignment/train=0.094, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 84%|████████▍ | 393/469 [00:36<00:07, 10.77it/s, v_num=9, loss/train=0.255, alignment/train=0.094, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 84%|████████▍ | 393/469 [00:36<00:07, 10.77it/s, v_num=9, loss/train=0.184, alignment/train=0.0808, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 84%|████████▍ | 394/469 [00:36<00:06, 10.78it/s, v_num=9, loss/train=0.184, alignment/train=0.0808, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 84%|████████▍ | 394/469 [00:36<00:06, 10.78it/s, v_num=9, loss/train=0.229, alignment/train=0.0989, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 84%|████████▍ | 395/469 [00:36<00:06, 10.79it/s, v_num=9, loss/train=0.229, alignment/train=0.0989, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 84%|████████▍ | 395/469 [00:36<00:06, 10.79it/s, v_num=9, loss/train=0.206, alignment/train=0.0855, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 84%|████████▍ | 396/469 [00:36<00:06, 10.80it/s, v_num=9, loss/train=0.206, alignment/train=0.0855, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 84%|████████▍ | 396/469 [00:36<00:06, 10.80it/s, v_num=9, loss/train=0.218, alignment/train=0.0855, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 85%|████████▍ | 397/469 [00:36<00:06, 10.78it/s, v_num=9, loss/train=0.218, alignment/train=0.0855, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 85%|████████▍ | 397/469 [00:36<00:06, 10.78it/s, v_num=9, loss/train=0.216, alignment/train=0.0951, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 85%|████████▍ | 398/469 [00:36<00:06, 10.79it/s, v_num=9, loss/train=0.216, alignment/train=0.0951, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 85%|████████▍ | 398/469 [00:36<00:06, 10.79it/s, v_num=9, loss/train=0.248, alignment/train=0.0811, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 85%|████████▌ | 399/469 [00:36<00:06, 10.79it/s, v_num=9, loss/train=0.248, alignment/train=0.0811, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 85%|████████▌ | 399/469 [00:36<00:06, 10.79it/s, v_num=9, loss/train=0.188, alignment/train=0.0864, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 85%|████████▌ | 400/469 [00:37<00:06, 10.79it/s, v_num=9, loss/train=0.188, alignment/train=0.0864, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 85%|████████▌ | 400/469 [00:37<00:06, 10.79it/s, v_num=9, loss/train=0.212, alignment/train=0.081, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 86%|████████▌ | 401/469 [00:37<00:06, 10.78it/s, v_num=9, loss/train=0.212, alignment/train=0.081, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 86%|████████▌ | 401/469 [00:37<00:06, 10.78it/s, v_num=9, loss/train=0.245, alignment/train=0.0894, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 86%|████████▌ | 402/469 [00:37<00:06, 10.78it/s, v_num=9, loss/train=0.245, alignment/train=0.0894, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 86%|████████▌ | 402/469 [00:37<00:06, 10.78it/s, v_num=9, loss/train=0.193, alignment/train=0.0735, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 86%|████████▌ | 403/469 [00:37<00:06, 10.78it/s, v_num=9, loss/train=0.193, alignment/train=0.0735, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 86%|████████▌ | 403/469 [00:37<00:06, 10.78it/s, v_num=9, loss/train=0.201, alignment/train=0.0798, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 86%|████████▌ | 404/469 [00:37<00:06, 10.79it/s, v_num=9, loss/train=0.201, alignment/train=0.0798, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 86%|████████▌ | 404/469 [00:37<00:06, 10.79it/s, v_num=9, loss/train=0.182, alignment/train=0.0794, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 86%|████████▋ | 405/469 [00:37<00:05, 10.79it/s, v_num=9, loss/train=0.182, alignment/train=0.0794, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 86%|████████▋ | 405/469 [00:37<00:05, 10.79it/s, v_num=9, loss/train=0.226, alignment/train=0.0891, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 87%|████████▋ | 406/469 [00:37<00:05, 10.79it/s, v_num=9, loss/train=0.226, alignment/train=0.0891, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 87%|████████▋ | 406/469 [00:37<00:05, 10.79it/s, v_num=9, loss/train=0.185, alignment/train=0.0783, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 87%|████████▋ | 407/469 [00:37<00:05, 10.79it/s, v_num=9, loss/train=0.185, alignment/train=0.0783, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 87%|████████▋ | 407/469 [00:37<00:05, 10.79it/s, v_num=9, loss/train=0.203, alignment/train=0.0729, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 87%|████████▋ | 408/469 [00:37<00:05, 10.80it/s, v_num=9, loss/train=0.203, alignment/train=0.0729, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 87%|████████▋ | 408/469 [00:37<00:05, 10.80it/s, v_num=9, loss/train=0.263, alignment/train=0.097, uniformity/train=-3.51, contrastive_acc/train=0.988, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 87%|████████▋ | 409/469 [00:37<00:05, 10.81it/s, v_num=9, loss/train=0.263, alignment/train=0.097, uniformity/train=-3.51, contrastive_acc/train=0.988, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 87%|████████▋ | 409/469 [00:37<00:05, 10.81it/s, v_num=9, loss/train=0.195, alignment/train=0.087, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 87%|████████▋ | 410/469 [00:37<00:05, 10.81it/s, v_num=9, loss/train=0.195, alignment/train=0.087, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 87%|████████▋ | 410/469 [00:37<00:05, 10.81it/s, v_num=9, loss/train=0.264, alignment/train=0.0817, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 88%|████████▊ | 411/469 [00:38<00:05, 10.78it/s, v_num=9, loss/train=0.264, alignment/train=0.0817, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 88%|████████▊ | 411/469 [00:38<00:05, 10.78it/s, v_num=9, loss/train=0.216, alignment/train=0.0922, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 88%|████████▊ | 412/469 [00:38<00:05, 10.79it/s, v_num=9, loss/train=0.216, alignment/train=0.0922, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 88%|████████▊ | 412/469 [00:38<00:05, 10.79it/s, v_num=9, loss/train=0.255, alignment/train=0.0952, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 88%|████████▊ | 413/469 [00:38<00:05, 10.80it/s, v_num=9, loss/train=0.255, alignment/train=0.0952, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 88%|████████▊ | 413/469 [00:38<00:05, 10.80it/s, v_num=9, loss/train=0.155, alignment/train=0.0809, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 88%|████████▊ | 414/469 [00:38<00:05, 10.81it/s, v_num=9, loss/train=0.155, alignment/train=0.0809, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 88%|████████▊ | 414/469 [00:38<00:05, 10.81it/s, v_num=9, loss/train=0.196, alignment/train=0.0982, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 88%|████████▊ | 415/469 [00:38<00:04, 10.80it/s, v_num=9, loss/train=0.196, alignment/train=0.0982, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 88%|████████▊ | 415/469 [00:38<00:04, 10.80it/s, v_num=9, loss/train=0.210, alignment/train=0.0937, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 89%|████████▊ | 416/469 [00:38<00:04, 10.80it/s, v_num=9, loss/train=0.210, alignment/train=0.0937, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 89%|████████▊ | 416/469 [00:38<00:04, 10.80it/s, v_num=9, loss/train=0.204, alignment/train=0.0829, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 89%|████████▉ | 417/469 [00:38<00:04, 10.80it/s, v_num=9, loss/train=0.204, alignment/train=0.0829, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 89%|████████▉ | 417/469 [00:38<00:04, 10.80it/s, v_num=9, loss/train=0.204, alignment/train=0.0784, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 89%|████████▉ | 418/469 [00:38<00:04, 10.81it/s, v_num=9, loss/train=0.204, alignment/train=0.0784, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 89%|████████▉ | 418/469 [00:38<00:04, 10.81it/s, v_num=9, loss/train=0.218, alignment/train=0.0759, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 89%|████████▉ | 419/469 [00:38<00:04, 10.82it/s, v_num=9, loss/train=0.218, alignment/train=0.0759, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 89%|████████▉ | 419/469 [00:38<00:04, 10.82it/s, v_num=9, loss/train=0.189, alignment/train=0.0832, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 90%|████████▉ | 420/469 [00:38<00:04, 10.81it/s, v_num=9, loss/train=0.189, alignment/train=0.0832, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 90%|████████▉ | 420/469 [00:38<00:04, 10.81it/s, v_num=9, loss/train=0.210, alignment/train=0.0749, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 90%|████████▉ | 421/469 [00:38<00:04, 10.80it/s, v_num=9, loss/train=0.210, alignment/train=0.0749, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 90%|████████▉ | 421/469 [00:38<00:04, 10.80it/s, v_num=9, loss/train=0.181, alignment/train=0.0768, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 90%|████████▉ | 422/469 [00:39<00:04, 10.80it/s, v_num=9, loss/train=0.181, alignment/train=0.0768, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 90%|████████▉ | 422/469 [00:39<00:04, 10.80it/s, v_num=9, loss/train=0.232, alignment/train=0.0791, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 90%|█████████ | 423/469 [00:39<00:04, 10.80it/s, v_num=9, loss/train=0.232, alignment/train=0.0791, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 90%|█████████ | 423/469 [00:39<00:04, 10.80it/s, v_num=9, loss/train=0.226, alignment/train=0.0843, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 90%|█████████ | 424/469 [00:39<00:04, 10.81it/s, v_num=9, loss/train=0.226, alignment/train=0.0843, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 90%|█████████ | 424/469 [00:39<00:04, 10.81it/s, v_num=9, loss/train=0.191, alignment/train=0.0941, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 91%|█████████ | 425/469 [00:39<00:04, 10.81it/s, v_num=9, loss/train=0.191, alignment/train=0.0941, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 91%|█████████ | 425/469 [00:39<00:04, 10.81it/s, v_num=9, loss/train=0.219, alignment/train=0.095, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 91%|█████████ | 426/469 [00:39<00:03, 10.79it/s, v_num=9, loss/train=0.219, alignment/train=0.095, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 91%|█████████ | 426/469 [00:39<00:03, 10.79it/s, v_num=9, loss/train=0.188, alignment/train=0.0763, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 91%|█████████ | 427/469 [00:39<00:03, 10.80it/s, v_num=9, loss/train=0.188, alignment/train=0.0763, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 91%|█████████ | 427/469 [00:39<00:03, 10.80it/s, v_num=9, loss/train=0.202, alignment/train=0.0907, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 91%|█████████▏| 428/469 [00:39<00:03, 10.81it/s, v_num=9, loss/train=0.202, alignment/train=0.0907, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 91%|█████████▏| 428/469 [00:39<00:03, 10.81it/s, v_num=9, loss/train=0.240, alignment/train=0.0734, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 91%|█████████▏| 429/469 [00:39<00:03, 10.81it/s, v_num=9, loss/train=0.240, alignment/train=0.0734, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 91%|█████████▏| 429/469 [00:39<00:03, 10.81it/s, v_num=9, loss/train=0.221, alignment/train=0.0883, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 92%|█████████▏| 430/469 [00:39<00:03, 10.81it/s, v_num=9, loss/train=0.221, alignment/train=0.0883, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 92%|█████████▏| 430/469 [00:39<00:03, 10.81it/s, v_num=9, loss/train=0.209, alignment/train=0.0806, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 92%|█████████▏| 431/469 [00:39<00:03, 10.81it/s, v_num=9, loss/train=0.209, alignment/train=0.0806, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 92%|█████████▏| 431/469 [00:39<00:03, 10.81it/s, v_num=9, loss/train=0.253, alignment/train=0.0893, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 92%|█████████▏| 432/469 [00:39<00:03, 10.82it/s, v_num=9, loss/train=0.253, alignment/train=0.0893, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 92%|█████████▏| 432/469 [00:39<00:03, 10.82it/s, v_num=9, loss/train=0.201, alignment/train=0.0831, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 92%|█████████▏| 433/469 [00:40<00:03, 10.81it/s, v_num=9, loss/train=0.201, alignment/train=0.0831, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 92%|█████████▏| 433/469 [00:40<00:03, 10.81it/s, v_num=9, loss/train=0.207, alignment/train=0.0868, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 93%|█████████▎| 434/469 [00:40<00:03, 10.81it/s, v_num=9, loss/train=0.207, alignment/train=0.0868, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 93%|█████████▎| 434/469 [00:40<00:03, 10.81it/s, v_num=9, loss/train=0.233, alignment/train=0.0888, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 93%|█████████▎| 435/469 [00:40<00:03, 10.82it/s, v_num=9, loss/train=0.233, alignment/train=0.0888, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 93%|█████████▎| 435/469 [00:40<00:03, 10.82it/s, v_num=9, loss/train=0.210, alignment/train=0.0866, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 93%|█████████▎| 436/469 [00:40<00:03, 10.83it/s, v_num=9, loss/train=0.210, alignment/train=0.0866, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 93%|█████████▎| 436/469 [00:40<00:03, 10.83it/s, v_num=9, loss/train=0.228, alignment/train=0.0939, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 93%|█████████▎| 437/469 [00:40<00:02, 10.82it/s, v_num=9, loss/train=0.228, alignment/train=0.0939, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 93%|█████████▎| 437/469 [00:40<00:02, 10.82it/s, v_num=9, loss/train=0.244, alignment/train=0.0779, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 93%|█████████▎| 438/469 [00:40<00:02, 10.82it/s, v_num=9, loss/train=0.244, alignment/train=0.0779, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 93%|█████████▎| 438/469 [00:40<00:02, 10.82it/s, v_num=9, loss/train=0.224, alignment/train=0.0912, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 94%|█████████▎| 439/469 [00:40<00:02, 10.82it/s, v_num=9, loss/train=0.224, alignment/train=0.0912, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 94%|█████████▎| 439/469 [00:40<00:02, 10.82it/s, v_num=9, loss/train=0.231, alignment/train=0.0833, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 94%|█████████▍| 440/469 [00:40<00:02, 10.83it/s, v_num=9, loss/train=0.231, alignment/train=0.0833, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 94%|█████████▍| 440/469 [00:40<00:02, 10.83it/s, v_num=9, loss/train=0.206, alignment/train=0.0905, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 94%|█████████▍| 441/469 [00:40<00:02, 10.84it/s, v_num=9, loss/train=0.206, alignment/train=0.0905, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 94%|█████████▍| 441/469 [00:40<00:02, 10.84it/s, v_num=9, loss/train=0.218, alignment/train=0.0798, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 94%|█████████▍| 442/469 [00:40<00:02, 10.85it/s, v_num=9, loss/train=0.218, alignment/train=0.0798, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 94%|█████████▍| 442/469 [00:40<00:02, 10.85it/s, v_num=9, loss/train=0.210, alignment/train=0.0768, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 94%|█████████▍| 443/469 [00:40<00:02, 10.84it/s, v_num=9, loss/train=0.210, alignment/train=0.0768, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 94%|█████████▍| 443/469 [00:40<00:02, 10.84it/s, v_num=9, loss/train=0.214, alignment/train=0.0759, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 95%|█████████▍| 444/469 [00:40<00:02, 10.83it/s, v_num=9, loss/train=0.214, alignment/train=0.0759, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 95%|█████████▍| 444/469 [00:40<00:02, 10.83it/s, v_num=9, loss/train=0.192, alignment/train=0.0763, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 95%|█████████▍| 445/469 [00:41<00:02, 10.83it/s, v_num=9, loss/train=0.192, alignment/train=0.0763, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 95%|█████████▍| 445/469 [00:41<00:02, 10.83it/s, v_num=9, loss/train=0.175, alignment/train=0.0843, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 95%|█████████▌| 446/469 [00:41<00:02, 10.83it/s, v_num=9, loss/train=0.175, alignment/train=0.0843, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 95%|█████████▌| 446/469 [00:41<00:02, 10.83it/s, v_num=9, loss/train=0.233, alignment/train=0.087, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 95%|█████████▌| 447/469 [00:41<00:02, 10.84it/s, v_num=9, loss/train=0.233, alignment/train=0.087, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 95%|█████████▌| 447/469 [00:41<00:02, 10.84it/s, v_num=9, loss/train=0.208, alignment/train=0.0944, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 96%|█████████▌| 448/469 [00:41<00:01, 10.85it/s, v_num=9, loss/train=0.208, alignment/train=0.0944, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 96%|█████████▌| 448/469 [00:41<00:01, 10.85it/s, v_num=9, loss/train=0.196, alignment/train=0.0827, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 96%|█████████▌| 449/469 [00:41<00:01, 10.86it/s, v_num=9, loss/train=0.196, alignment/train=0.0827, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 96%|█████████▌| 449/469 [00:41<00:01, 10.86it/s, v_num=9, loss/train=0.194, alignment/train=0.0903, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 96%|█████████▌| 450/469 [00:41<00:01, 10.85it/s, v_num=9, loss/train=0.194, alignment/train=0.0903, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 96%|█████████▌| 450/469 [00:41<00:01, 10.85it/s, v_num=9, loss/train=0.269, alignment/train=0.0907, uniformity/train=-3.49, contrastive_acc/train=0.988, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 96%|█████████▌| 451/469 [00:41<00:01, 10.86it/s, v_num=9, loss/train=0.269, alignment/train=0.0907, uniformity/train=-3.49, contrastive_acc/train=0.988, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 96%|█████████▌| 451/469 [00:41<00:01, 10.86it/s, v_num=9, loss/train=0.204, alignment/train=0.0858, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 96%|█████████▋| 452/469 [00:41<00:01, 10.87it/s, v_num=9, loss/train=0.204, alignment/train=0.0858, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 96%|█████████▋| 452/469 [00:41<00:01, 10.87it/s, v_num=9, loss/train=0.208, alignment/train=0.0784, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 97%|█████████▋| 453/469 [00:41<00:01, 10.89it/s, v_num=9, loss/train=0.208, alignment/train=0.0784, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 97%|█████████▋| 453/469 [00:41<00:01, 10.89it/s, v_num=9, loss/train=0.317, alignment/train=0.111, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 97%|█████████▋| 454/469 [00:41<00:01, 10.90it/s, v_num=9, loss/train=0.317, alignment/train=0.111, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 97%|█████████▋| 454/469 [00:41<00:01, 10.90it/s, v_num=9, loss/train=0.218, alignment/train=0.0849, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 97%|█████████▋| 455/469 [00:41<00:01, 10.92it/s, v_num=9, loss/train=0.218, alignment/train=0.0849, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 97%|█████████▋| 455/469 [00:41<00:01, 10.92it/s, v_num=9, loss/train=0.185, alignment/train=0.0829, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 97%|█████████▋| 456/469 [00:41<00:01, 10.93it/s, v_num=9, loss/train=0.185, alignment/train=0.0829, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 97%|█████████▋| 456/469 [00:41<00:01, 10.93it/s, v_num=9, loss/train=0.196, alignment/train=0.093, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 97%|█████████▋| 457/469 [00:41<00:01, 10.94it/s, v_num=9, loss/train=0.196, alignment/train=0.093, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 97%|█████████▋| 457/469 [00:41<00:01, 10.94it/s, v_num=9, loss/train=0.206, alignment/train=0.0828, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 98%|█████████▊| 458/469 [00:41<00:01, 10.96it/s, v_num=9, loss/train=0.206, alignment/train=0.0828, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 98%|█████████▊| 458/469 [00:41<00:01, 10.96it/s, v_num=9, loss/train=0.184, alignment/train=0.0798, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 98%|█████████▊| 459/469 [00:41<00:00, 10.97it/s, v_num=9, loss/train=0.184, alignment/train=0.0798, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 98%|█████████▊| 459/469 [00:41<00:00, 10.97it/s, v_num=9, loss/train=0.197, alignment/train=0.0848, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 98%|█████████▊| 460/469 [00:41<00:00, 10.99it/s, v_num=9, loss/train=0.197, alignment/train=0.0848, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 98%|█████████▊| 460/469 [00:41<00:00, 10.99it/s, v_num=9, loss/train=0.215, alignment/train=0.0755, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 98%|█████████▊| 461/469 [00:41<00:00, 11.00it/s, v_num=9, loss/train=0.215, alignment/train=0.0755, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 98%|█████████▊| 461/469 [00:41<00:00, 11.00it/s, v_num=9, loss/train=0.223, alignment/train=0.0833, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 99%|█████████▊| 462/469 [00:41<00:00, 11.02it/s, v_num=9, loss/train=0.223, alignment/train=0.0833, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 99%|█████████▊| 462/469 [00:41<00:00, 11.02it/s, v_num=9, loss/train=0.180, alignment/train=0.0773, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 99%|█████████▊| 463/469 [00:41<00:00, 11.03it/s, v_num=9, loss/train=0.180, alignment/train=0.0773, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 99%|█████████▊| 463/469 [00:41<00:00, 11.03it/s, v_num=9, loss/train=0.200, alignment/train=0.0767, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 99%|█████████▉| 464/469 [00:42<00:00, 11.04it/s, v_num=9, loss/train=0.200, alignment/train=0.0767, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 99%|█████████▉| 464/469 [00:42<00:00, 11.04it/s, v_num=9, loss/train=0.173, alignment/train=0.0793, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 99%|█████████▉| 465/469 [00:42<00:00, 11.06it/s, v_num=9, loss/train=0.173, alignment/train=0.0793, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 99%|█████████▉| 465/469 [00:42<00:00, 11.06it/s, v_num=9, loss/train=0.191, alignment/train=0.0836, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 99%|█████████▉| 466/469 [00:42<00:00, 11.07it/s, v_num=9, loss/train=0.191, alignment/train=0.0836, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 99%|█████████▉| 466/469 [00:42<00:00, 11.07it/s, v_num=9, loss/train=0.222, alignment/train=0.0919, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 100%|█████████▉| 467/469 [00:42<00:00, 11.09it/s, v_num=9, loss/train=0.222, alignment/train=0.0919, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 100%|█████████▉| 467/469 [00:42<00:00, 11.09it/s, v_num=9, loss/train=0.227, alignment/train=0.089, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 100%|█████████▉| 468/469 [00:42<00:00, 11.10it/s, v_num=9, loss/train=0.227, alignment/train=0.089, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 100%|█████████▉| 468/469 [00:42<00:00, 11.10it/s, v_num=9, loss/train=0.212, alignment/train=0.0761, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 100%|██████████| 469/469 [00:42<00:00, 11.11it/s, v_num=9, loss/train=0.212, alignment/train=0.0761, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 100%|██████████| 469/469 [00:42<00:00, 11.11it/s, v_num=9, loss/train=0.185, alignment/train=0.0793, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
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Epoch 12: 100%|██████████| 469/469 [00:48<00:00, 9.75it/s, v_num=9, loss/train=0.185, alignment/train=0.0793, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 100%|██████████| 469/469 [00:48<00:00, 9.75it/s, v_num=9, loss/train=0.185, alignment/train=0.0793, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 0%| | 0/469 [00:00<?, ?it/s, v_num=9, loss/train=0.185, alignment/train=0.0793, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 0%| | 0/469 [00:00<?, ?it/s, v_num=9, loss/train=0.185, alignment/train=0.0793, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 0%| | 1/469 [00:01<10:29, 0.74it/s, v_num=9, loss/train=0.185, alignment/train=0.0793, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 0%| | 1/469 [00:01<10:30, 0.74it/s, v_num=9, loss/train=0.259, alignment/train=0.0973, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 0%| | 2/469 [00:01<06:14, 1.25it/s, v_num=9, loss/train=0.259, alignment/train=0.0973, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 0%| | 2/469 [00:01<06:14, 1.25it/s, v_num=9, loss/train=0.260, alignment/train=0.0807, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 1%| | 3/469 [00:01<04:52, 1.59it/s, v_num=9, loss/train=0.260, alignment/train=0.0807, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 1%| | 3/469 [00:01<04:52, 1.59it/s, v_num=9, loss/train=0.217, alignment/train=0.0743, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 1%| | 4/469 [00:01<03:47, 2.05it/s, v_num=9, loss/train=0.217, alignment/train=0.0743, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 1%| | 4/469 [00:01<03:47, 2.05it/s, v_num=9, loss/train=0.195, alignment/train=0.085, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 1%| | 5/469 [00:02<03:06, 2.49it/s, v_num=9, loss/train=0.195, alignment/train=0.085, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 1%| | 5/469 [00:02<03:06, 2.48it/s, v_num=9, loss/train=0.194, alignment/train=0.0882, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 1%|▏ | 6/469 [00:02<02:39, 2.90it/s, v_num=9, loss/train=0.194, alignment/train=0.0882, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 1%|▏ | 6/469 [00:02<02:39, 2.90it/s, v_num=9, loss/train=0.224, alignment/train=0.0738, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 1%|▏ | 7/469 [00:02<02:24, 3.19it/s, v_num=9, loss/train=0.224, alignment/train=0.0738, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 1%|▏ | 7/469 [00:02<02:24, 3.19it/s, v_num=9, loss/train=0.218, alignment/train=0.091, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 2%|▏ | 8/469 [00:02<02:11, 3.52it/s, v_num=9, loss/train=0.218, alignment/train=0.091, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 2%|▏ | 8/469 [00:02<02:11, 3.52it/s, v_num=9, loss/train=0.201, alignment/train=0.0832, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 2%|▏ | 9/469 [00:02<02:00, 3.81it/s, v_num=9, loss/train=0.201, alignment/train=0.0832, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 2%|▏ | 9/469 [00:02<02:00, 3.81it/s, v_num=9, loss/train=0.223, alignment/train=0.0864, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 2%|▏ | 10/469 [00:02<01:52, 4.10it/s, v_num=9, loss/train=0.223, alignment/train=0.0864, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 2%|▏ | 10/469 [00:02<01:52, 4.10it/s, v_num=9, loss/train=0.203, alignment/train=0.0936, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 2%|▏ | 11/469 [00:02<01:43, 4.41it/s, v_num=9, loss/train=0.203, alignment/train=0.0936, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 2%|▏ | 11/469 [00:02<01:43, 4.41it/s, v_num=9, loss/train=0.219, alignment/train=0.0938, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 3%|▎ | 12/469 [00:02<01:38, 4.64it/s, v_num=9, loss/train=0.219, alignment/train=0.0938, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 3%|▎ | 12/469 [00:02<01:38, 4.64it/s, v_num=9, loss/train=0.194, alignment/train=0.0891, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 3%|▎ | 13/469 [00:02<01:36, 4.71it/s, v_num=9, loss/train=0.194, alignment/train=0.0891, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 3%|▎ | 13/469 [00:02<01:36, 4.71it/s, v_num=9, loss/train=0.223, alignment/train=0.0922, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 3%|▎ | 14/469 [00:02<01:31, 4.96it/s, v_num=9, loss/train=0.223, alignment/train=0.0922, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 3%|▎ | 14/469 [00:02<01:31, 4.96it/s, v_num=9, loss/train=0.240, alignment/train=0.0973, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 3%|▎ | 15/469 [00:02<01:27, 5.19it/s, v_num=9, loss/train=0.240, alignment/train=0.0973, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 3%|▎ | 15/469 [00:02<01:27, 5.19it/s, v_num=9, loss/train=0.200, alignment/train=0.0922, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 3%|▎ | 16/469 [00:02<01:23, 5.43it/s, v_num=9, loss/train=0.200, alignment/train=0.0922, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 3%|▎ | 16/469 [00:02<01:23, 5.43it/s, v_num=9, loss/train=0.226, alignment/train=0.0871, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 4%|▎ | 17/469 [00:03<01:21, 5.57it/s, v_num=9, loss/train=0.226, alignment/train=0.0871, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 4%|▎ | 17/469 [00:03<01:21, 5.57it/s, v_num=9, loss/train=0.206, alignment/train=0.0826, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 4%|▍ | 18/469 [00:03<01:18, 5.74it/s, v_num=9, loss/train=0.206, alignment/train=0.0826, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 4%|▍ | 18/469 [00:03<01:18, 5.74it/s, v_num=9, loss/train=0.233, alignment/train=0.0811, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 4%|▍ | 19/469 [00:03<01:17, 5.80it/s, v_num=9, loss/train=0.233, alignment/train=0.0811, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 4%|▍ | 19/469 [00:03<01:17, 5.80it/s, v_num=9, loss/train=0.180, alignment/train=0.0764, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 4%|▍ | 20/469 [00:03<01:15, 5.95it/s, v_num=9, loss/train=0.180, alignment/train=0.0764, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 4%|▍ | 20/469 [00:03<01:15, 5.95it/s, v_num=9, loss/train=0.229, alignment/train=0.0929, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 4%|▍ | 21/469 [00:03<01:12, 6.14it/s, v_num=9, loss/train=0.229, alignment/train=0.0929, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 4%|▍ | 21/469 [00:03<01:12, 6.14it/s, v_num=9, loss/train=0.204, alignment/train=0.0853, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 5%|▍ | 22/469 [00:03<01:11, 6.26it/s, v_num=9, loss/train=0.204, alignment/train=0.0853, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 5%|▍ | 22/469 [00:03<01:11, 6.26it/s, v_num=9, loss/train=0.199, alignment/train=0.0743, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 5%|▍ | 23/469 [00:03<01:09, 6.41it/s, v_num=9, loss/train=0.199, alignment/train=0.0743, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 5%|▍ | 23/469 [00:03<01:09, 6.41it/s, v_num=9, loss/train=0.200, alignment/train=0.0821, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 5%|▌ | 24/469 [00:03<01:08, 6.53it/s, v_num=9, loss/train=0.200, alignment/train=0.0821, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 5%|▌ | 24/469 [00:03<01:08, 6.53it/s, v_num=9, loss/train=0.213, alignment/train=0.0923, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 5%|▌ | 25/469 [00:03<01:07, 6.60it/s, v_num=9, loss/train=0.213, alignment/train=0.0923, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 5%|▌ | 25/469 [00:03<01:07, 6.60it/s, v_num=9, loss/train=0.202, alignment/train=0.0758, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 6%|▌ | 26/469 [00:03<01:06, 6.70it/s, v_num=9, loss/train=0.202, alignment/train=0.0758, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 6%|▌ | 26/469 [00:03<01:06, 6.70it/s, v_num=9, loss/train=0.202, alignment/train=0.0922, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 6%|▌ | 27/469 [00:03<01:04, 6.85it/s, v_num=9, loss/train=0.202, alignment/train=0.0922, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 6%|▌ | 27/469 [00:03<01:04, 6.85it/s, v_num=9, loss/train=0.218, alignment/train=0.0761, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 6%|▌ | 28/469 [00:04<01:03, 6.94it/s, v_num=9, loss/train=0.218, alignment/train=0.0761, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 6%|▌ | 28/469 [00:04<01:03, 6.94it/s, v_num=9, loss/train=0.215, alignment/train=0.0884, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 6%|▌ | 29/469 [00:04<01:02, 7.03it/s, v_num=9, loss/train=0.215, alignment/train=0.0884, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 6%|▌ | 29/469 [00:04<01:02, 7.02it/s, v_num=9, loss/train=0.210, alignment/train=0.0702, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 6%|▋ | 30/469 [00:04<01:01, 7.11it/s, v_num=9, loss/train=0.210, alignment/train=0.0702, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 6%|▋ | 30/469 [00:04<01:01, 7.11it/s, v_num=9, loss/train=0.204, alignment/train=0.0764, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 7%|▋ | 31/469 [00:04<01:01, 7.17it/s, v_num=9, loss/train=0.204, alignment/train=0.0764, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 7%|▋ | 31/469 [00:04<01:01, 7.17it/s, v_num=9, loss/train=0.183, alignment/train=0.0846, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 7%|▋ | 32/469 [00:04<00:59, 7.29it/s, v_num=9, loss/train=0.183, alignment/train=0.0846, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 7%|▋ | 32/469 [00:04<00:59, 7.29it/s, v_num=9, loss/train=0.214, alignment/train=0.0784, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 7%|▋ | 33/469 [00:04<00:59, 7.39it/s, v_num=9, loss/train=0.214, alignment/train=0.0784, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 7%|▋ | 33/469 [00:04<00:59, 7.39it/s, v_num=9, loss/train=0.217, alignment/train=0.0848, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 7%|▋ | 34/469 [00:04<00:58, 7.45it/s, v_num=9, loss/train=0.217, alignment/train=0.0848, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 7%|▋ | 34/469 [00:04<00:58, 7.45it/s, v_num=9, loss/train=0.218, alignment/train=0.082, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 7%|▋ | 35/469 [00:04<00:57, 7.57it/s, v_num=9, loss/train=0.218, alignment/train=0.082, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 7%|▋ | 35/469 [00:04<00:57, 7.57it/s, v_num=9, loss/train=0.185, alignment/train=0.086, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 8%|▊ | 36/469 [00:04<00:56, 7.61it/s, v_num=9, loss/train=0.185, alignment/train=0.086, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 8%|▊ | 36/469 [00:04<00:56, 7.61it/s, v_num=9, loss/train=0.184, alignment/train=0.0866, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 8%|▊ | 37/469 [00:04<00:56, 7.63it/s, v_num=9, loss/train=0.184, alignment/train=0.0866, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 8%|▊ | 37/469 [00:04<00:56, 7.63it/s, v_num=9, loss/train=0.190, alignment/train=0.085, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 8%|▊ | 38/469 [00:04<00:55, 7.73it/s, v_num=9, loss/train=0.190, alignment/train=0.085, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 8%|▊ | 38/469 [00:04<00:55, 7.73it/s, v_num=9, loss/train=0.182, alignment/train=0.0853, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 8%|▊ | 39/469 [00:05<00:55, 7.74it/s, v_num=9, loss/train=0.182, alignment/train=0.0853, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 8%|▊ | 39/469 [00:05<00:55, 7.74it/s, v_num=9, loss/train=0.190, alignment/train=0.0721, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 9%|▊ | 40/469 [00:05<00:54, 7.83it/s, v_num=9, loss/train=0.190, alignment/train=0.0721, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 9%|▊ | 40/469 [00:05<00:54, 7.83it/s, v_num=9, loss/train=0.231, alignment/train=0.0925, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 9%|▊ | 41/469 [00:05<00:54, 7.92it/s, v_num=9, loss/train=0.231, alignment/train=0.0925, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 9%|▊ | 41/469 [00:05<00:54, 7.92it/s, v_num=9, loss/train=0.212, alignment/train=0.0784, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 9%|▉ | 42/469 [00:05<00:53, 8.02it/s, v_num=9, loss/train=0.212, alignment/train=0.0784, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 9%|▉ | 42/469 [00:05<00:53, 8.02it/s, v_num=9, loss/train=0.201, alignment/train=0.0849, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 9%|▉ | 43/469 [00:05<00:53, 8.03it/s, v_num=9, loss/train=0.201, alignment/train=0.0849, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 9%|▉ | 43/469 [00:05<00:53, 8.03it/s, v_num=9, loss/train=0.233, alignment/train=0.0916, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 9%|▉ | 44/469 [00:05<00:52, 8.08it/s, v_num=9, loss/train=0.233, alignment/train=0.0916, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 9%|▉ | 44/469 [00:05<00:52, 8.08it/s, v_num=9, loss/train=0.196, alignment/train=0.0767, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 10%|▉ | 45/469 [00:05<00:52, 8.14it/s, v_num=9, loss/train=0.196, alignment/train=0.0767, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 10%|▉ | 45/469 [00:05<00:52, 8.14it/s, v_num=9, loss/train=0.203, alignment/train=0.0921, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 10%|▉ | 46/469 [00:05<00:51, 8.17it/s, v_num=9, loss/train=0.203, alignment/train=0.0921, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 10%|▉ | 46/469 [00:05<00:51, 8.17it/s, v_num=9, loss/train=0.163, alignment/train=0.0836, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 10%|█ | 47/469 [00:05<00:51, 8.23it/s, v_num=9, loss/train=0.163, alignment/train=0.0836, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 10%|█ | 47/469 [00:05<00:51, 8.23it/s, v_num=9, loss/train=0.205, alignment/train=0.0859, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 10%|█ | 48/469 [00:05<00:50, 8.32it/s, v_num=9, loss/train=0.205, alignment/train=0.0859, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 10%|█ | 48/469 [00:05<00:50, 8.32it/s, v_num=9, loss/train=0.231, alignment/train=0.0875, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 10%|█ | 49/469 [00:05<00:50, 8.39it/s, v_num=9, loss/train=0.231, alignment/train=0.0875, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 10%|█ | 49/469 [00:05<00:50, 8.39it/s, v_num=9, loss/train=0.218, alignment/train=0.0882, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 11%|█ | 50/469 [00:05<00:49, 8.46it/s, v_num=9, loss/train=0.218, alignment/train=0.0882, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 11%|█ | 50/469 [00:05<00:49, 8.46it/s, v_num=9, loss/train=0.217, alignment/train=0.0855, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 11%|█ | 51/469 [00:06<00:49, 8.44it/s, v_num=9, loss/train=0.217, alignment/train=0.0855, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 11%|█ | 51/469 [00:06<00:49, 8.43it/s, v_num=9, loss/train=0.187, alignment/train=0.0803, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 11%|█ | 52/469 [00:06<00:49, 8.49it/s, v_num=9, loss/train=0.187, alignment/train=0.0803, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 11%|█ | 52/469 [00:06<00:49, 8.49it/s, v_num=9, loss/train=0.201, alignment/train=0.0874, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 11%|█▏ | 53/469 [00:06<00:49, 8.44it/s, v_num=9, loss/train=0.201, alignment/train=0.0874, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 11%|█▏ | 53/469 [00:06<00:49, 8.44it/s, v_num=9, loss/train=0.274, alignment/train=0.101, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 12%|█▏ | 54/469 [00:06<00:48, 8.52it/s, v_num=9, loss/train=0.274, alignment/train=0.101, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 12%|█▏ | 54/469 [00:06<00:48, 8.52it/s, v_num=9, loss/train=0.196, alignment/train=0.080, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 12%|█▏ | 55/469 [00:06<00:48, 8.59it/s, v_num=9, loss/train=0.196, alignment/train=0.080, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 12%|█▏ | 55/469 [00:06<00:48, 8.59it/s, v_num=9, loss/train=0.217, alignment/train=0.0855, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 12%|█▏ | 56/469 [00:06<00:47, 8.67it/s, v_num=9, loss/train=0.217, alignment/train=0.0855, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 12%|█▏ | 56/469 [00:06<00:47, 8.67it/s, v_num=9, loss/train=0.269, alignment/train=0.0812, uniformity/train=-3.49, contrastive_acc/train=0.988, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 12%|█▏ | 57/469 [00:06<00:47, 8.72it/s, v_num=9, loss/train=0.269, alignment/train=0.0812, uniformity/train=-3.49, contrastive_acc/train=0.988, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 12%|█▏ | 57/469 [00:06<00:47, 8.72it/s, v_num=9, loss/train=0.196, alignment/train=0.0782, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 12%|█▏ | 58/469 [00:06<00:47, 8.67it/s, v_num=9, loss/train=0.196, alignment/train=0.0782, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 12%|█▏ | 58/469 [00:06<00:47, 8.67it/s, v_num=9, loss/train=0.220, alignment/train=0.0917, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 13%|█▎ | 59/469 [00:06<00:47, 8.70it/s, v_num=9, loss/train=0.220, alignment/train=0.0917, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 13%|█▎ | 59/469 [00:06<00:47, 8.70it/s, v_num=9, loss/train=0.244, alignment/train=0.0934, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 13%|█▎ | 60/469 [00:06<00:46, 8.77it/s, v_num=9, loss/train=0.244, alignment/train=0.0934, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 13%|█▎ | 60/469 [00:06<00:46, 8.77it/s, v_num=9, loss/train=0.179, alignment/train=0.0802, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 13%|█▎ | 61/469 [00:06<00:46, 8.84it/s, v_num=9, loss/train=0.179, alignment/train=0.0802, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 13%|█▎ | 61/469 [00:06<00:46, 8.84it/s, v_num=9, loss/train=0.232, alignment/train=0.0871, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 13%|█▎ | 62/469 [00:06<00:45, 8.86it/s, v_num=9, loss/train=0.232, alignment/train=0.0871, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 13%|█▎ | 62/469 [00:07<00:45, 8.86it/s, v_num=9, loss/train=0.191, alignment/train=0.0854, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 13%|█▎ | 63/469 [00:07<00:46, 8.81it/s, v_num=9, loss/train=0.191, alignment/train=0.0854, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 13%|█▎ | 63/469 [00:07<00:46, 8.81it/s, v_num=9, loss/train=0.188, alignment/train=0.0775, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 14%|█▎ | 64/469 [00:07<00:45, 8.88it/s, v_num=9, loss/train=0.188, alignment/train=0.0775, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 14%|█▎ | 64/469 [00:07<00:45, 8.88it/s, v_num=9, loss/train=0.184, alignment/train=0.0789, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 14%|█▍ | 65/469 [00:07<00:45, 8.95it/s, v_num=9, loss/train=0.184, alignment/train=0.0789, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 14%|█▍ | 65/469 [00:07<00:45, 8.95it/s, v_num=9, loss/train=0.274, alignment/train=0.0898, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 14%|█▍ | 66/469 [00:07<00:45, 8.93it/s, v_num=9, loss/train=0.274, alignment/train=0.0898, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 14%|█▍ | 66/469 [00:07<00:45, 8.93it/s, v_num=9, loss/train=0.200, alignment/train=0.0857, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 14%|█▍ | 67/469 [00:07<00:44, 8.95it/s, v_num=9, loss/train=0.200, alignment/train=0.0857, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 14%|█▍ | 67/469 [00:07<00:44, 8.94it/s, v_num=9, loss/train=0.189, alignment/train=0.0864, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 14%|█▍ | 68/469 [00:07<00:44, 9.00it/s, v_num=9, loss/train=0.189, alignment/train=0.0864, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 14%|█▍ | 68/469 [00:07<00:44, 9.00it/s, v_num=9, loss/train=0.195, alignment/train=0.0754, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 15%|█▍ | 69/469 [00:07<00:44, 9.03it/s, v_num=9, loss/train=0.195, alignment/train=0.0754, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 15%|█▍ | 69/469 [00:07<00:44, 9.03it/s, v_num=9, loss/train=0.199, alignment/train=0.080, uniformity/train=-3.54, contrastive_acc/train=0.988, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 15%|█▍ | 70/469 [00:07<00:44, 9.05it/s, v_num=9, loss/train=0.199, alignment/train=0.080, uniformity/train=-3.54, contrastive_acc/train=0.988, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 15%|█▍ | 70/469 [00:07<00:44, 9.05it/s, v_num=9, loss/train=0.205, alignment/train=0.0936, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 15%|█▌ | 71/469 [00:07<00:43, 9.08it/s, v_num=9, loss/train=0.205, alignment/train=0.0936, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 15%|█▌ | 71/469 [00:07<00:43, 9.08it/s, v_num=9, loss/train=0.235, alignment/train=0.0904, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 15%|█▌ | 72/469 [00:07<00:43, 9.14it/s, v_num=9, loss/train=0.235, alignment/train=0.0904, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 15%|█▌ | 72/469 [00:07<00:43, 9.14it/s, v_num=9, loss/train=0.195, alignment/train=0.0814, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 16%|█▌ | 73/469 [00:07<00:43, 9.15it/s, v_num=9, loss/train=0.195, alignment/train=0.0814, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 16%|█▌ | 73/469 [00:07<00:43, 9.15it/s, v_num=9, loss/train=0.240, alignment/train=0.0828, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 16%|█▌ | 74/469 [00:08<00:43, 9.13it/s, v_num=9, loss/train=0.240, alignment/train=0.0828, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 16%|█▌ | 74/469 [00:08<00:43, 9.13it/s, v_num=9, loss/train=0.197, alignment/train=0.0933, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 16%|█▌ | 75/469 [00:08<00:42, 9.19it/s, v_num=9, loss/train=0.197, alignment/train=0.0933, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 16%|█▌ | 75/469 [00:08<00:42, 9.19it/s, v_num=9, loss/train=0.213, alignment/train=0.087, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 16%|█▌ | 76/469 [00:08<00:42, 9.24it/s, v_num=9, loss/train=0.213, alignment/train=0.087, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 16%|█▌ | 76/469 [00:08<00:42, 9.24it/s, v_num=9, loss/train=0.179, alignment/train=0.0793, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 16%|█▋ | 77/469 [00:08<00:42, 9.30it/s, v_num=9, loss/train=0.179, alignment/train=0.0793, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 16%|█▋ | 77/469 [00:08<00:42, 9.30it/s, v_num=9, loss/train=0.180, alignment/train=0.0809, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 17%|█▋ | 78/469 [00:08<00:42, 9.31it/s, v_num=9, loss/train=0.180, alignment/train=0.0809, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 17%|█▋ | 78/469 [00:08<00:42, 9.31it/s, v_num=9, loss/train=0.188, alignment/train=0.0824, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 17%|█▋ | 79/469 [00:08<00:42, 9.24it/s, v_num=9, loss/train=0.188, alignment/train=0.0824, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 17%|█▋ | 79/469 [00:08<00:42, 9.24it/s, v_num=9, loss/train=0.186, alignment/train=0.0802, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 17%|█▋ | 80/469 [00:08<00:41, 9.26it/s, v_num=9, loss/train=0.186, alignment/train=0.0802, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 17%|█▋ | 80/469 [00:08<00:41, 9.26it/s, v_num=9, loss/train=0.188, alignment/train=0.0715, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 17%|█▋ | 81/469 [00:08<00:41, 9.28it/s, v_num=9, loss/train=0.188, alignment/train=0.0715, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 17%|█▋ | 81/469 [00:08<00:41, 9.28it/s, v_num=9, loss/train=0.196, alignment/train=0.0809, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 17%|█▋ | 82/469 [00:08<00:41, 9.33it/s, v_num=9, loss/train=0.196, alignment/train=0.0809, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 17%|█▋ | 82/469 [00:08<00:41, 9.33it/s, v_num=9, loss/train=0.176, alignment/train=0.0738, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 18%|█▊ | 83/469 [00:08<00:41, 9.33it/s, v_num=9, loss/train=0.176, alignment/train=0.0738, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 18%|█▊ | 83/469 [00:08<00:41, 9.33it/s, v_num=9, loss/train=0.202, alignment/train=0.0904, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 18%|█▊ | 84/469 [00:08<00:41, 9.34it/s, v_num=9, loss/train=0.202, alignment/train=0.0904, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 18%|█▊ | 84/469 [00:08<00:41, 9.34it/s, v_num=9, loss/train=0.198, alignment/train=0.0787, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 18%|█▊ | 85/469 [00:09<00:40, 9.39it/s, v_num=9, loss/train=0.198, alignment/train=0.0787, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 18%|█▊ | 85/469 [00:09<00:40, 9.39it/s, v_num=9, loss/train=0.203, alignment/train=0.0826, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 18%|█▊ | 86/469 [00:09<00:40, 9.44it/s, v_num=9, loss/train=0.203, alignment/train=0.0826, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 18%|█▊ | 86/469 [00:09<00:40, 9.44it/s, v_num=9, loss/train=0.267, alignment/train=0.084, uniformity/train=-3.47, contrastive_acc/train=0.984, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 19%|█▊ | 87/469 [00:09<00:40, 9.44it/s, v_num=9, loss/train=0.267, alignment/train=0.084, uniformity/train=-3.47, contrastive_acc/train=0.984, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 19%|█▊ | 87/469 [00:09<00:40, 9.44it/s, v_num=9, loss/train=0.197, alignment/train=0.0775, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 19%|█▉ | 88/469 [00:09<00:40, 9.39it/s, v_num=9, loss/train=0.197, alignment/train=0.0775, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 19%|█▉ | 88/469 [00:09<00:40, 9.39it/s, v_num=9, loss/train=0.198, alignment/train=0.0816, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 19%|█▉ | 89/469 [00:09<00:40, 9.44it/s, v_num=9, loss/train=0.198, alignment/train=0.0816, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 19%|█▉ | 89/469 [00:09<00:40, 9.44it/s, v_num=9, loss/train=0.162, alignment/train=0.0771, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 19%|█▉ | 90/469 [00:09<00:40, 9.42it/s, v_num=9, loss/train=0.162, alignment/train=0.0771, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 19%|█▉ | 90/469 [00:09<00:40, 9.42it/s, v_num=9, loss/train=0.216, alignment/train=0.091, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 19%|█▉ | 91/469 [00:09<00:39, 9.46it/s, v_num=9, loss/train=0.216, alignment/train=0.091, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 19%|█▉ | 91/469 [00:09<00:39, 9.46it/s, v_num=9, loss/train=0.203, alignment/train=0.0895, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 20%|█▉ | 92/469 [00:09<00:39, 9.51it/s, v_num=9, loss/train=0.203, alignment/train=0.0895, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 20%|█▉ | 92/469 [00:09<00:39, 9.51it/s, v_num=9, loss/train=0.196, alignment/train=0.0712, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 20%|█▉ | 93/469 [00:09<00:39, 9.56it/s, v_num=9, loss/train=0.196, alignment/train=0.0712, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 20%|█▉ | 93/469 [00:09<00:39, 9.56it/s, v_num=9, loss/train=0.215, alignment/train=0.0869, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 20%|██ | 94/469 [00:09<00:39, 9.58it/s, v_num=9, loss/train=0.215, alignment/train=0.0869, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 20%|██ | 94/469 [00:09<00:39, 9.58it/s, v_num=9, loss/train=0.189, alignment/train=0.0648, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 20%|██ | 95/469 [00:09<00:38, 9.61it/s, v_num=9, loss/train=0.189, alignment/train=0.0648, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 20%|██ | 95/469 [00:09<00:38, 9.61it/s, v_num=9, loss/train=0.216, alignment/train=0.0905, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 20%|██ | 96/469 [00:09<00:38, 9.65it/s, v_num=9, loss/train=0.216, alignment/train=0.0905, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 20%|██ | 96/469 [00:09<00:38, 9.65it/s, v_num=9, loss/train=0.205, alignment/train=0.0796, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 21%|██ | 97/469 [00:10<00:38, 9.55it/s, v_num=9, loss/train=0.205, alignment/train=0.0796, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 21%|██ | 97/469 [00:10<00:38, 9.54it/s, v_num=9, loss/train=0.254, alignment/train=0.0907, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 21%|██ | 98/469 [00:10<00:38, 9.55it/s, v_num=9, loss/train=0.254, alignment/train=0.0907, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 21%|██ | 98/469 [00:10<00:38, 9.55it/s, v_num=9, loss/train=0.172, alignment/train=0.0817, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 21%|██ | 99/469 [00:10<00:38, 9.59it/s, v_num=9, loss/train=0.172, alignment/train=0.0817, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 21%|██ | 99/469 [00:10<00:38, 9.59it/s, v_num=9, loss/train=0.211, alignment/train=0.0814, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 21%|██▏ | 100/469 [00:10<00:38, 9.59it/s, v_num=9, loss/train=0.211, alignment/train=0.0814, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 21%|██▏ | 100/469 [00:10<00:38, 9.59it/s, v_num=9, loss/train=0.202, alignment/train=0.0768, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 22%|██▏ | 101/469 [00:10<00:38, 9.59it/s, v_num=9, loss/train=0.202, alignment/train=0.0768, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 22%|██▏ | 101/469 [00:10<00:38, 9.59it/s, v_num=9, loss/train=0.206, alignment/train=0.0809, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 22%|██▏ | 102/469 [00:10<00:38, 9.63it/s, v_num=9, loss/train=0.206, alignment/train=0.0809, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 22%|██▏ | 102/469 [00:10<00:38, 9.63it/s, v_num=9, loss/train=0.274, alignment/train=0.0828, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 22%|██▏ | 103/469 [00:10<00:37, 9.67it/s, v_num=9, loss/train=0.274, alignment/train=0.0828, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 22%|██▏ | 103/469 [00:10<00:37, 9.67it/s, v_num=9, loss/train=0.206, alignment/train=0.0901, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 22%|██▏ | 104/469 [00:10<00:37, 9.67it/s, v_num=9, loss/train=0.206, alignment/train=0.0901, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 22%|██▏ | 104/469 [00:10<00:37, 9.67it/s, v_num=9, loss/train=0.202, alignment/train=0.0881, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 22%|██▏ | 105/469 [00:10<00:37, 9.63it/s, v_num=9, loss/train=0.202, alignment/train=0.0881, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 22%|██▏ | 105/469 [00:10<00:37, 9.62it/s, v_num=9, loss/train=0.185, alignment/train=0.0756, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 23%|██▎ | 106/469 [00:10<00:37, 9.67it/s, v_num=9, loss/train=0.185, alignment/train=0.0756, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 23%|██▎ | 106/469 [00:10<00:37, 9.67it/s, v_num=9, loss/train=0.239, alignment/train=0.0845, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 23%|██▎ | 107/469 [00:11<00:37, 9.70it/s, v_num=9, loss/train=0.239, alignment/train=0.0845, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 23%|██▎ | 107/469 [00:11<00:37, 9.70it/s, v_num=9, loss/train=0.197, alignment/train=0.0752, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 23%|██▎ | 108/469 [00:11<00:37, 9.70it/s, v_num=9, loss/train=0.197, alignment/train=0.0752, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 23%|██▎ | 108/469 [00:11<00:37, 9.70it/s, v_num=9, loss/train=0.224, alignment/train=0.0791, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 23%|██▎ | 109/469 [00:11<00:37, 9.72it/s, v_num=9, loss/train=0.224, alignment/train=0.0791, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 23%|██▎ | 109/469 [00:11<00:37, 9.72it/s, v_num=9, loss/train=0.213, alignment/train=0.0725, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 23%|██▎ | 110/469 [00:11<00:36, 9.72it/s, v_num=9, loss/train=0.213, alignment/train=0.0725, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 23%|██▎ | 110/469 [00:11<00:36, 9.72it/s, v_num=9, loss/train=0.185, alignment/train=0.0697, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 24%|██▎ | 111/469 [00:11<00:36, 9.76it/s, v_num=9, loss/train=0.185, alignment/train=0.0697, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 24%|██▎ | 111/469 [00:11<00:36, 9.76it/s, v_num=9, loss/train=0.242, alignment/train=0.0889, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 24%|██▍ | 112/469 [00:11<00:36, 9.77it/s, v_num=9, loss/train=0.242, alignment/train=0.0889, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 24%|██▍ | 112/469 [00:11<00:36, 9.77it/s, v_num=9, loss/train=0.172, alignment/train=0.0753, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 24%|██▍ | 113/469 [00:11<00:36, 9.77it/s, v_num=9, loss/train=0.172, alignment/train=0.0753, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 24%|██▍ | 113/469 [00:11<00:36, 9.77it/s, v_num=9, loss/train=0.214, alignment/train=0.0918, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 24%|██▍ | 114/469 [00:11<00:36, 9.76it/s, v_num=9, loss/train=0.214, alignment/train=0.0918, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 24%|██▍ | 114/469 [00:11<00:36, 9.76it/s, v_num=9, loss/train=0.225, alignment/train=0.0955, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 25%|██▍ | 115/469 [00:11<00:36, 9.78it/s, v_num=9, loss/train=0.225, alignment/train=0.0955, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 25%|██▍ | 115/469 [00:11<00:36, 9.78it/s, v_num=9, loss/train=0.208, alignment/train=0.0913, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 25%|██▍ | 116/469 [00:11<00:35, 9.82it/s, v_num=9, loss/train=0.208, alignment/train=0.0913, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 25%|██▍ | 116/469 [00:11<00:35, 9.82it/s, v_num=9, loss/train=0.216, alignment/train=0.0785, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 25%|██▍ | 117/469 [00:11<00:35, 9.83it/s, v_num=9, loss/train=0.216, alignment/train=0.0785, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 25%|██▍ | 117/469 [00:11<00:35, 9.83it/s, v_num=9, loss/train=0.241, alignment/train=0.0888, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 25%|██▌ | 118/469 [00:11<00:35, 9.85it/s, v_num=9, loss/train=0.241, alignment/train=0.0888, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 25%|██▌ | 118/469 [00:11<00:35, 9.84it/s, v_num=9, loss/train=0.207, alignment/train=0.0835, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 25%|██▌ | 119/469 [00:12<00:35, 9.83it/s, v_num=9, loss/train=0.207, alignment/train=0.0835, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 25%|██▌ | 119/469 [00:12<00:35, 9.83it/s, v_num=9, loss/train=0.207, alignment/train=0.0853, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 26%|██▌ | 120/469 [00:12<00:35, 9.84it/s, v_num=9, loss/train=0.207, alignment/train=0.0853, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 26%|██▌ | 120/469 [00:12<00:35, 9.84it/s, v_num=9, loss/train=0.200, alignment/train=0.0965, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 26%|██▌ | 121/469 [00:12<00:35, 9.88it/s, v_num=9, loss/train=0.200, alignment/train=0.0965, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 26%|██▌ | 121/469 [00:12<00:35, 9.88it/s, v_num=9, loss/train=0.184, alignment/train=0.0757, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 26%|██▌ | 122/469 [00:12<00:35, 9.88it/s, v_num=9, loss/train=0.184, alignment/train=0.0757, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 26%|██▌ | 122/469 [00:12<00:35, 9.87it/s, v_num=9, loss/train=0.155, alignment/train=0.0771, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 26%|██▌ | 123/469 [00:12<00:35, 9.87it/s, v_num=9, loss/train=0.155, alignment/train=0.0771, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 26%|██▌ | 123/469 [00:12<00:35, 9.87it/s, v_num=9, loss/train=0.201, alignment/train=0.0786, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 26%|██▋ | 124/469 [00:12<00:34, 9.90it/s, v_num=9, loss/train=0.201, alignment/train=0.0786, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 26%|██▋ | 124/469 [00:12<00:34, 9.90it/s, v_num=9, loss/train=0.179, alignment/train=0.0792, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 27%|██▋ | 125/469 [00:12<00:34, 9.91it/s, v_num=9, loss/train=0.179, alignment/train=0.0792, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 27%|██▋ | 125/469 [00:12<00:34, 9.91it/s, v_num=9, loss/train=0.222, alignment/train=0.0838, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 27%|██▋ | 126/469 [00:12<00:34, 9.95it/s, v_num=9, loss/train=0.222, alignment/train=0.0838, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 27%|██▋ | 126/469 [00:12<00:34, 9.95it/s, v_num=9, loss/train=0.199, alignment/train=0.0837, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 27%|██▋ | 127/469 [00:12<00:34, 9.97it/s, v_num=9, loss/train=0.199, alignment/train=0.0837, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 27%|██▋ | 127/469 [00:12<00:34, 9.97it/s, v_num=9, loss/train=0.236, alignment/train=0.100, uniformity/train=-3.53, contrastive_acc/train=0.984, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 27%|██▋ | 128/469 [00:12<00:34, 9.96it/s, v_num=9, loss/train=0.236, alignment/train=0.100, uniformity/train=-3.53, contrastive_acc/train=0.984, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 27%|██▋ | 128/469 [00:12<00:34, 9.96it/s, v_num=9, loss/train=0.215, alignment/train=0.0867, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 28%|██▊ | 129/469 [00:12<00:34, 9.96it/s, v_num=9, loss/train=0.215, alignment/train=0.0867, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 28%|██▊ | 129/469 [00:12<00:34, 9.96it/s, v_num=9, loss/train=0.205, alignment/train=0.0863, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 28%|██▊ | 130/469 [00:13<00:33, 9.97it/s, v_num=9, loss/train=0.205, alignment/train=0.0863, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 28%|██▊ | 130/469 [00:13<00:33, 9.97it/s, v_num=9, loss/train=0.209, alignment/train=0.0773, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 28%|██▊ | 131/469 [00:13<00:33, 9.95it/s, v_num=9, loss/train=0.209, alignment/train=0.0773, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 28%|██▊ | 131/469 [00:13<00:33, 9.95it/s, v_num=9, loss/train=0.207, alignment/train=0.0841, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 28%|██▊ | 132/469 [00:13<00:33, 9.96it/s, v_num=9, loss/train=0.207, alignment/train=0.0841, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 28%|██▊ | 132/469 [00:13<00:33, 9.96it/s, v_num=9, loss/train=0.183, alignment/train=0.0722, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 28%|██▊ | 133/469 [00:13<00:33, 9.99it/s, v_num=9, loss/train=0.183, alignment/train=0.0722, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 28%|██▊ | 133/469 [00:13<00:33, 9.99it/s, v_num=9, loss/train=0.184, alignment/train=0.0925, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 29%|██▊ | 134/469 [00:13<00:33, 9.99it/s, v_num=9, loss/train=0.184, alignment/train=0.0925, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 29%|██▊ | 134/469 [00:13<00:33, 9.99it/s, v_num=9, loss/train=0.219, alignment/train=0.0875, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 29%|██▉ | 135/469 [00:13<00:33, 10.02it/s, v_num=9, loss/train=0.219, alignment/train=0.0875, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 29%|██▉ | 135/469 [00:13<00:33, 10.02it/s, v_num=9, loss/train=0.205, alignment/train=0.0867, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 29%|██▉ | 136/469 [00:13<00:33, 10.02it/s, v_num=9, loss/train=0.205, alignment/train=0.0867, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 29%|██▉ | 136/469 [00:13<00:33, 10.02it/s, v_num=9, loss/train=0.218, alignment/train=0.0969, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 29%|██▉ | 137/469 [00:13<00:33, 10.05it/s, v_num=9, loss/train=0.218, alignment/train=0.0969, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 29%|██▉ | 137/469 [00:13<00:33, 10.05it/s, v_num=9, loss/train=0.198, alignment/train=0.0778, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 29%|██▉ | 138/469 [00:13<00:32, 10.08it/s, v_num=9, loss/train=0.198, alignment/train=0.0778, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 29%|██▉ | 138/469 [00:13<00:32, 10.08it/s, v_num=9, loss/train=0.209, alignment/train=0.0752, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 30%|██▉ | 139/469 [00:13<00:32, 10.08it/s, v_num=9, loss/train=0.209, alignment/train=0.0752, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 30%|██▉ | 139/469 [00:13<00:32, 10.08it/s, v_num=9, loss/train=0.231, alignment/train=0.101, uniformity/train=-3.54, contrastive_acc/train=0.988, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 30%|██▉ | 140/469 [00:13<00:32, 10.07it/s, v_num=9, loss/train=0.231, alignment/train=0.101, uniformity/train=-3.54, contrastive_acc/train=0.988, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 30%|██▉ | 140/469 [00:13<00:32, 10.07it/s, v_num=9, loss/train=0.201, alignment/train=0.077, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 30%|███ | 141/469 [00:14<00:32, 10.02it/s, v_num=9, loss/train=0.201, alignment/train=0.077, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 30%|███ | 141/469 [00:14<00:32, 10.02it/s, v_num=9, loss/train=0.217, alignment/train=0.0895, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 30%|███ | 142/469 [00:14<00:32, 10.05it/s, v_num=9, loss/train=0.217, alignment/train=0.0895, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 30%|███ | 142/469 [00:14<00:32, 10.05it/s, v_num=9, loss/train=0.194, alignment/train=0.0828, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 30%|███ | 143/469 [00:14<00:32, 10.08it/s, v_num=9, loss/train=0.194, alignment/train=0.0828, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 30%|███ | 143/469 [00:14<00:32, 10.08it/s, v_num=9, loss/train=0.204, alignment/train=0.0687, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 31%|███ | 144/469 [00:14<00:32, 10.11it/s, v_num=9, loss/train=0.204, alignment/train=0.0687, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 31%|███ | 144/469 [00:14<00:32, 10.11it/s, v_num=9, loss/train=0.174, alignment/train=0.0728, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 31%|███ | 145/469 [00:14<00:32, 10.08it/s, v_num=9, loss/train=0.174, alignment/train=0.0728, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 31%|███ | 145/469 [00:14<00:32, 10.08it/s, v_num=9, loss/train=0.169, alignment/train=0.0778, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 31%|███ | 146/469 [00:14<00:32, 10.09it/s, v_num=9, loss/train=0.169, alignment/train=0.0778, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 31%|███ | 146/469 [00:14<00:32, 10.09it/s, v_num=9, loss/train=0.211, alignment/train=0.0841, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 31%|███▏ | 147/469 [00:14<00:31, 10.11it/s, v_num=9, loss/train=0.211, alignment/train=0.0841, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 31%|███▏ | 147/469 [00:14<00:31, 10.11it/s, v_num=9, loss/train=0.231, alignment/train=0.0867, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 32%|███▏ | 148/469 [00:14<00:31, 10.10it/s, v_num=9, loss/train=0.231, alignment/train=0.0867, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 32%|███▏ | 148/469 [00:14<00:31, 10.10it/s, v_num=9, loss/train=0.184, alignment/train=0.0792, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 32%|███▏ | 149/469 [00:14<00:31, 10.11it/s, v_num=9, loss/train=0.184, alignment/train=0.0792, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 32%|███▏ | 149/469 [00:14<00:31, 10.11it/s, v_num=9, loss/train=0.218, alignment/train=0.082, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 32%|███▏ | 150/469 [00:14<00:31, 10.13it/s, v_num=9, loss/train=0.218, alignment/train=0.082, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 32%|███▏ | 150/469 [00:14<00:31, 10.13it/s, v_num=9, loss/train=0.197, alignment/train=0.0803, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 32%|███▏ | 151/469 [00:14<00:31, 10.13it/s, v_num=9, loss/train=0.197, alignment/train=0.0803, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 32%|███▏ | 151/469 [00:14<00:31, 10.13it/s, v_num=9, loss/train=0.219, alignment/train=0.0834, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 32%|███▏ | 152/469 [00:14<00:31, 10.16it/s, v_num=9, loss/train=0.219, alignment/train=0.0834, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 32%|███▏ | 152/469 [00:14<00:31, 10.16it/s, v_num=9, loss/train=0.209, alignment/train=0.0931, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 33%|███▎ | 153/469 [00:15<00:31, 10.15it/s, v_num=9, loss/train=0.209, alignment/train=0.0931, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 33%|███▎ | 153/469 [00:15<00:31, 10.15it/s, v_num=9, loss/train=0.208, alignment/train=0.0868, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 33%|███▎ | 154/469 [00:15<00:31, 10.15it/s, v_num=9, loss/train=0.208, alignment/train=0.0868, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 33%|███▎ | 154/469 [00:15<00:31, 10.14it/s, v_num=9, loss/train=0.204, alignment/train=0.090, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 33%|███▎ | 155/469 [00:15<00:30, 10.14it/s, v_num=9, loss/train=0.204, alignment/train=0.090, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 33%|███▎ | 155/469 [00:15<00:30, 10.14it/s, v_num=9, loss/train=0.197, alignment/train=0.091, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 33%|███▎ | 156/469 [00:15<00:30, 10.16it/s, v_num=9, loss/train=0.197, alignment/train=0.091, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 33%|███▎ | 156/469 [00:15<00:30, 10.16it/s, v_num=9, loss/train=0.205, alignment/train=0.0816, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 33%|███▎ | 157/469 [00:15<00:30, 10.16it/s, v_num=9, loss/train=0.205, alignment/train=0.0816, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 33%|███▎ | 157/469 [00:15<00:30, 10.16it/s, v_num=9, loss/train=0.216, alignment/train=0.0888, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 34%|███▎ | 158/469 [00:15<00:30, 10.17it/s, v_num=9, loss/train=0.216, alignment/train=0.0888, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 34%|███▎ | 158/469 [00:15<00:30, 10.17it/s, v_num=9, loss/train=0.207, alignment/train=0.0713, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 34%|███▍ | 159/469 [00:15<00:30, 10.18it/s, v_num=9, loss/train=0.207, alignment/train=0.0713, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 34%|███▍ | 159/469 [00:15<00:30, 10.18it/s, v_num=9, loss/train=0.215, alignment/train=0.0912, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 34%|███▍ | 160/469 [00:15<00:30, 10.19it/s, v_num=9, loss/train=0.215, alignment/train=0.0912, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 34%|███▍ | 160/469 [00:15<00:30, 10.19it/s, v_num=9, loss/train=0.186, alignment/train=0.0866, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 34%|███▍ | 161/469 [00:15<00:30, 10.21it/s, v_num=9, loss/train=0.186, alignment/train=0.0866, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 34%|███▍ | 161/469 [00:15<00:30, 10.21it/s, v_num=9, loss/train=0.173, alignment/train=0.0788, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 35%|███▍ | 162/469 [00:15<00:29, 10.24it/s, v_num=9, loss/train=0.173, alignment/train=0.0788, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 35%|███▍ | 162/469 [00:15<00:29, 10.24it/s, v_num=9, loss/train=0.223, alignment/train=0.0867, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 35%|███▍ | 163/469 [00:15<00:29, 10.25it/s, v_num=9, loss/train=0.223, alignment/train=0.0867, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 35%|███▍ | 163/469 [00:15<00:29, 10.24it/s, v_num=9, loss/train=0.177, alignment/train=0.0783, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 35%|███▍ | 164/469 [00:16<00:29, 10.24it/s, v_num=9, loss/train=0.177, alignment/train=0.0783, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 35%|███▍ | 164/469 [00:16<00:29, 10.23it/s, v_num=9, loss/train=0.235, alignment/train=0.0948, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 35%|███▌ | 165/469 [00:16<00:29, 10.21it/s, v_num=9, loss/train=0.235, alignment/train=0.0948, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 35%|███▌ | 165/469 [00:16<00:29, 10.21it/s, v_num=9, loss/train=0.181, alignment/train=0.0763, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 35%|███▌ | 166/469 [00:16<00:29, 10.21it/s, v_num=9, loss/train=0.181, alignment/train=0.0763, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 35%|███▌ | 166/469 [00:16<00:29, 10.21it/s, v_num=9, loss/train=0.218, alignment/train=0.0922, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 36%|███▌ | 167/469 [00:16<00:29, 10.24it/s, v_num=9, loss/train=0.218, alignment/train=0.0922, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 36%|███▌ | 167/469 [00:16<00:29, 10.24it/s, v_num=9, loss/train=0.187, alignment/train=0.086, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 36%|███▌ | 168/469 [00:16<00:29, 10.26it/s, v_num=9, loss/train=0.187, alignment/train=0.086, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 36%|███▌ | 168/469 [00:16<00:29, 10.26it/s, v_num=9, loss/train=0.194, alignment/train=0.0878, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 36%|███▌ | 169/469 [00:16<00:29, 10.26it/s, v_num=9, loss/train=0.194, alignment/train=0.0878, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 36%|███▌ | 169/469 [00:16<00:29, 10.26it/s, v_num=9, loss/train=0.205, alignment/train=0.0818, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 36%|███▌ | 170/469 [00:16<00:29, 10.25it/s, v_num=9, loss/train=0.205, alignment/train=0.0818, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 36%|███▌ | 170/469 [00:16<00:29, 10.25it/s, v_num=9, loss/train=0.188, alignment/train=0.0922, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 36%|███▋ | 171/469 [00:16<00:29, 10.25it/s, v_num=9, loss/train=0.188, alignment/train=0.0922, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 36%|███▋ | 171/469 [00:16<00:29, 10.25it/s, v_num=9, loss/train=0.186, alignment/train=0.0841, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 37%|███▋ | 172/469 [00:16<00:28, 10.26it/s, v_num=9, loss/train=0.186, alignment/train=0.0841, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 37%|███▋ | 172/469 [00:16<00:28, 10.25it/s, v_num=9, loss/train=0.183, alignment/train=0.0726, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 37%|███▋ | 173/469 [00:16<00:28, 10.28it/s, v_num=9, loss/train=0.183, alignment/train=0.0726, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 37%|███▋ | 173/469 [00:16<00:28, 10.28it/s, v_num=9, loss/train=0.210, alignment/train=0.0944, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 37%|███▋ | 174/469 [00:16<00:28, 10.27it/s, v_num=9, loss/train=0.210, alignment/train=0.0944, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 37%|███▋ | 174/469 [00:16<00:28, 10.27it/s, v_num=9, loss/train=0.214, alignment/train=0.0862, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 37%|███▋ | 175/469 [00:16<00:28, 10.30it/s, v_num=9, loss/train=0.214, alignment/train=0.0862, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 37%|███▋ | 175/469 [00:16<00:28, 10.30it/s, v_num=9, loss/train=0.196, alignment/train=0.0874, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 38%|███▊ | 176/469 [00:17<00:28, 10.29it/s, v_num=9, loss/train=0.196, alignment/train=0.0874, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 38%|███▊ | 176/469 [00:17<00:28, 10.29it/s, v_num=9, loss/train=0.176, alignment/train=0.0796, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 38%|███▊ | 177/469 [00:17<00:28, 10.31it/s, v_num=9, loss/train=0.176, alignment/train=0.0796, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 38%|███▊ | 177/469 [00:17<00:28, 10.31it/s, v_num=9, loss/train=0.216, alignment/train=0.0864, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 38%|███▊ | 178/469 [00:17<00:28, 10.31it/s, v_num=9, loss/train=0.216, alignment/train=0.0864, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 38%|███▊ | 178/469 [00:17<00:28, 10.31it/s, v_num=9, loss/train=0.215, alignment/train=0.0995, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 38%|███▊ | 179/469 [00:17<00:28, 10.27it/s, v_num=9, loss/train=0.215, alignment/train=0.0995, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 38%|███▊ | 179/469 [00:17<00:28, 10.27it/s, v_num=9, loss/train=0.214, alignment/train=0.089, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 38%|███▊ | 180/469 [00:17<00:28, 10.30it/s, v_num=9, loss/train=0.214, alignment/train=0.089, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 38%|███▊ | 180/469 [00:17<00:28, 10.30it/s, v_num=9, loss/train=0.223, alignment/train=0.083, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 39%|███▊ | 181/469 [00:17<00:27, 10.32it/s, v_num=9, loss/train=0.223, alignment/train=0.083, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 39%|███▊ | 181/469 [00:17<00:27, 10.32it/s, v_num=9, loss/train=0.220, alignment/train=0.0911, uniformity/train=-3.53, contrastive_acc/train=0.988, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 39%|███▉ | 182/469 [00:17<00:27, 10.34it/s, v_num=9, loss/train=0.220, alignment/train=0.0911, uniformity/train=-3.53, contrastive_acc/train=0.988, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 39%|███▉ | 182/469 [00:17<00:27, 10.34it/s, v_num=9, loss/train=0.263, alignment/train=0.098, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 39%|███▉ | 183/469 [00:17<00:27, 10.33it/s, v_num=9, loss/train=0.263, alignment/train=0.098, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 39%|███▉ | 183/469 [00:17<00:27, 10.33it/s, v_num=9, loss/train=0.177, alignment/train=0.0792, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 39%|███▉ | 184/469 [00:17<00:27, 10.36it/s, v_num=9, loss/train=0.177, alignment/train=0.0792, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 39%|███▉ | 184/469 [00:17<00:27, 10.35it/s, v_num=9, loss/train=0.204, alignment/train=0.087, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 39%|███▉ | 185/469 [00:17<00:27, 10.35it/s, v_num=9, loss/train=0.204, alignment/train=0.087, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 39%|███▉ | 185/469 [00:17<00:27, 10.35it/s, v_num=9, loss/train=0.167, alignment/train=0.0768, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 40%|███▉ | 186/469 [00:17<00:27, 10.34it/s, v_num=9, loss/train=0.167, alignment/train=0.0768, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 40%|███▉ | 186/469 [00:17<00:27, 10.34it/s, v_num=9, loss/train=0.174, alignment/train=0.0853, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 40%|███▉ | 187/469 [00:18<00:27, 10.36it/s, v_num=9, loss/train=0.174, alignment/train=0.0853, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 40%|███▉ | 187/469 [00:18<00:27, 10.36it/s, v_num=9, loss/train=0.237, alignment/train=0.0864, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 40%|████ | 188/469 [00:18<00:27, 10.35it/s, v_num=9, loss/train=0.237, alignment/train=0.0864, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 40%|████ | 188/469 [00:18<00:27, 10.35it/s, v_num=9, loss/train=0.225, alignment/train=0.092, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 40%|████ | 189/469 [00:18<00:26, 10.37it/s, v_num=9, loss/train=0.225, alignment/train=0.092, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 40%|████ | 189/469 [00:18<00:26, 10.37it/s, v_num=9, loss/train=0.191, alignment/train=0.0826, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 41%|████ | 190/469 [00:18<00:26, 10.34it/s, v_num=9, loss/train=0.191, alignment/train=0.0826, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 41%|████ | 190/469 [00:18<00:26, 10.34it/s, v_num=9, loss/train=0.223, alignment/train=0.0881, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 41%|████ | 191/469 [00:18<00:26, 10.36it/s, v_num=9, loss/train=0.223, alignment/train=0.0881, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 41%|████ | 191/469 [00:18<00:26, 10.36it/s, v_num=9, loss/train=0.197, alignment/train=0.0733, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 41%|████ | 192/469 [00:18<00:26, 10.38it/s, v_num=9, loss/train=0.197, alignment/train=0.0733, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 41%|████ | 192/469 [00:18<00:26, 10.38it/s, v_num=9, loss/train=0.244, alignment/train=0.0856, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 41%|████ | 193/469 [00:18<00:26, 10.35it/s, v_num=9, loss/train=0.244, alignment/train=0.0856, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 41%|████ | 193/469 [00:18<00:26, 10.35it/s, v_num=9, loss/train=0.198, alignment/train=0.0841, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 41%|████▏ | 194/469 [00:18<00:26, 10.38it/s, v_num=9, loss/train=0.198, alignment/train=0.0841, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 41%|████▏ | 194/469 [00:18<00:26, 10.38it/s, v_num=9, loss/train=0.204, alignment/train=0.0774, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 42%|████▏ | 195/469 [00:18<00:26, 10.39it/s, v_num=9, loss/train=0.204, alignment/train=0.0774, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 42%|████▏ | 195/469 [00:18<00:26, 10.39it/s, v_num=9, loss/train=0.222, alignment/train=0.0938, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 42%|████▏ | 196/469 [00:18<00:26, 10.38it/s, v_num=9, loss/train=0.222, alignment/train=0.0938, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 42%|████▏ | 196/469 [00:18<00:26, 10.38it/s, v_num=9, loss/train=0.192, alignment/train=0.0806, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 42%|████▏ | 197/469 [00:18<00:26, 10.39it/s, v_num=9, loss/train=0.192, alignment/train=0.0806, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 42%|████▏ | 197/469 [00:18<00:26, 10.39it/s, v_num=9, loss/train=0.212, alignment/train=0.100, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 42%|████▏ | 198/469 [00:19<00:26, 10.37it/s, v_num=9, loss/train=0.212, alignment/train=0.100, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 42%|████▏ | 198/469 [00:19<00:26, 10.37it/s, v_num=9, loss/train=0.209, alignment/train=0.096, uniformity/train=-3.55, contrastive_acc/train=0.988, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 42%|████▏ | 199/469 [00:19<00:25, 10.38it/s, v_num=9, loss/train=0.209, alignment/train=0.096, uniformity/train=-3.55, contrastive_acc/train=0.988, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 42%|████▏ | 199/469 [00:19<00:25, 10.38it/s, v_num=9, loss/train=0.198, alignment/train=0.0756, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 43%|████▎ | 200/469 [00:19<00:25, 10.41it/s, v_num=9, loss/train=0.198, alignment/train=0.0756, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 43%|████▎ | 200/469 [00:19<00:25, 10.41it/s, v_num=9, loss/train=0.277, alignment/train=0.0919, uniformity/train=-3.49, contrastive_acc/train=0.988, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 43%|████▎ | 201/469 [00:19<00:25, 10.40it/s, v_num=9, loss/train=0.277, alignment/train=0.0919, uniformity/train=-3.49, contrastive_acc/train=0.988, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 43%|████▎ | 201/469 [00:19<00:25, 10.40it/s, v_num=9, loss/train=0.223, alignment/train=0.0908, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 43%|████▎ | 202/469 [00:19<00:25, 10.40it/s, v_num=9, loss/train=0.223, alignment/train=0.0908, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 43%|████▎ | 202/469 [00:19<00:25, 10.40it/s, v_num=9, loss/train=0.198, alignment/train=0.0845, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 43%|████▎ | 203/469 [00:19<00:25, 10.42it/s, v_num=9, loss/train=0.198, alignment/train=0.0845, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 43%|████▎ | 203/469 [00:19<00:25, 10.42it/s, v_num=9, loss/train=0.176, alignment/train=0.0836, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 43%|████▎ | 204/469 [00:19<00:25, 10.42it/s, v_num=9, loss/train=0.176, alignment/train=0.0836, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 43%|████▎ | 204/469 [00:19<00:25, 10.42it/s, v_num=9, loss/train=0.175, alignment/train=0.0773, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 44%|████▎ | 205/469 [00:19<00:25, 10.42it/s, v_num=9, loss/train=0.175, alignment/train=0.0773, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 44%|████▎ | 205/469 [00:19<00:25, 10.41it/s, v_num=9, loss/train=0.183, alignment/train=0.0781, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 44%|████▍ | 206/469 [00:19<00:25, 10.43it/s, v_num=9, loss/train=0.183, alignment/train=0.0781, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 44%|████▍ | 206/469 [00:19<00:25, 10.43it/s, v_num=9, loss/train=0.194, alignment/train=0.0862, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 44%|████▍ | 207/469 [00:19<00:25, 10.41it/s, v_num=9, loss/train=0.194, alignment/train=0.0862, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 44%|████▍ | 207/469 [00:19<00:25, 10.41it/s, v_num=9, loss/train=0.226, alignment/train=0.0859, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 44%|████▍ | 208/469 [00:19<00:25, 10.42it/s, v_num=9, loss/train=0.226, alignment/train=0.0859, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 44%|████▍ | 208/469 [00:19<00:25, 10.42it/s, v_num=9, loss/train=0.188, alignment/train=0.0832, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 45%|████▍ | 209/469 [00:20<00:24, 10.44it/s, v_num=9, loss/train=0.188, alignment/train=0.0832, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 45%|████▍ | 209/469 [00:20<00:24, 10.44it/s, v_num=9, loss/train=0.222, alignment/train=0.0905, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 45%|████▍ | 210/469 [00:20<00:24, 10.44it/s, v_num=9, loss/train=0.222, alignment/train=0.0905, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 45%|████▍ | 210/469 [00:20<00:24, 10.44it/s, v_num=9, loss/train=0.186, alignment/train=0.0778, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 45%|████▍ | 211/469 [00:20<00:24, 10.46it/s, v_num=9, loss/train=0.186, alignment/train=0.0778, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 45%|████▍ | 211/469 [00:20<00:24, 10.46it/s, v_num=9, loss/train=0.222, alignment/train=0.0806, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 45%|████▌ | 212/469 [00:20<00:24, 10.48it/s, v_num=9, loss/train=0.222, alignment/train=0.0806, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 45%|████▌ | 212/469 [00:20<00:24, 10.48it/s, v_num=9, loss/train=0.188, alignment/train=0.0839, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 45%|████▌ | 213/469 [00:20<00:24, 10.50it/s, v_num=9, loss/train=0.188, alignment/train=0.0839, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 45%|████▌ | 213/469 [00:20<00:24, 10.50it/s, v_num=9, loss/train=0.179, alignment/train=0.0879, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 46%|████▌ | 214/469 [00:20<00:24, 10.51it/s, v_num=9, loss/train=0.179, alignment/train=0.0879, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 46%|████▌ | 214/469 [00:20<00:24, 10.51it/s, v_num=9, loss/train=0.200, alignment/train=0.0823, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 46%|████▌ | 215/469 [00:20<00:24, 10.48it/s, v_num=9, loss/train=0.200, alignment/train=0.0823, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 46%|████▌ | 215/469 [00:20<00:24, 10.48it/s, v_num=9, loss/train=0.190, alignment/train=0.0839, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 46%|████▌ | 216/469 [00:20<00:24, 10.44it/s, v_num=9, loss/train=0.190, alignment/train=0.0839, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 46%|████▌ | 216/469 [00:20<00:24, 10.44it/s, v_num=9, loss/train=0.220, alignment/train=0.0848, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 46%|████▋ | 217/469 [00:20<00:24, 10.45it/s, v_num=9, loss/train=0.220, alignment/train=0.0848, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 46%|████▋ | 217/469 [00:20<00:24, 10.45it/s, v_num=9, loss/train=0.267, alignment/train=0.0964, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 46%|████▋ | 218/469 [00:20<00:23, 10.46it/s, v_num=9, loss/train=0.267, alignment/train=0.0964, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 46%|████▋ | 218/469 [00:20<00:23, 10.46it/s, v_num=9, loss/train=0.174, alignment/train=0.080, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 47%|████▋ | 219/469 [00:20<00:23, 10.48it/s, v_num=9, loss/train=0.174, alignment/train=0.080, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 47%|████▋ | 219/469 [00:20<00:23, 10.48it/s, v_num=9, loss/train=0.194, alignment/train=0.0821, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 47%|████▋ | 220/469 [00:21<00:23, 10.47it/s, v_num=9, loss/train=0.194, alignment/train=0.0821, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 47%|████▋ | 220/469 [00:21<00:23, 10.47it/s, v_num=9, loss/train=0.210, alignment/train=0.0794, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 47%|████▋ | 221/469 [00:21<00:23, 10.46it/s, v_num=9, loss/train=0.210, alignment/train=0.0794, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 47%|████▋ | 221/469 [00:21<00:23, 10.46it/s, v_num=9, loss/train=0.188, alignment/train=0.0844, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 47%|████▋ | 222/469 [00:21<00:23, 10.48it/s, v_num=9, loss/train=0.188, alignment/train=0.0844, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 47%|████▋ | 222/469 [00:21<00:23, 10.48it/s, v_num=9, loss/train=0.168, alignment/train=0.0888, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 48%|████▊ | 223/469 [00:21<00:23, 10.50it/s, v_num=9, loss/train=0.168, alignment/train=0.0888, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 48%|████▊ | 223/469 [00:21<00:23, 10.50it/s, v_num=9, loss/train=0.191, alignment/train=0.0738, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 48%|████▊ | 224/469 [00:21<00:23, 10.49it/s, v_num=9, loss/train=0.191, alignment/train=0.0738, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 48%|████▊ | 224/469 [00:21<00:23, 10.49it/s, v_num=9, loss/train=0.200, alignment/train=0.0951, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 48%|████▊ | 225/469 [00:21<00:23, 10.47it/s, v_num=9, loss/train=0.200, alignment/train=0.0951, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 48%|████▊ | 225/469 [00:21<00:23, 10.47it/s, v_num=9, loss/train=0.195, alignment/train=0.091, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 48%|████▊ | 226/469 [00:21<00:23, 10.49it/s, v_num=9, loss/train=0.195, alignment/train=0.091, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 48%|████▊ | 226/469 [00:21<00:23, 10.49it/s, v_num=9, loss/train=0.267, alignment/train=0.0945, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 48%|████▊ | 227/469 [00:21<00:23, 10.49it/s, v_num=9, loss/train=0.267, alignment/train=0.0945, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 48%|████▊ | 227/469 [00:21<00:23, 10.49it/s, v_num=9, loss/train=0.191, alignment/train=0.0805, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 49%|████▊ | 228/469 [00:21<00:22, 10.51it/s, v_num=9, loss/train=0.191, alignment/train=0.0805, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 49%|████▊ | 228/469 [00:21<00:22, 10.51it/s, v_num=9, loss/train=0.219, alignment/train=0.0748, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 49%|████▉ | 229/469 [00:21<00:22, 10.53it/s, v_num=9, loss/train=0.219, alignment/train=0.0748, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 49%|████▉ | 229/469 [00:21<00:22, 10.53it/s, v_num=9, loss/train=0.189, alignment/train=0.0818, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 49%|████▉ | 230/469 [00:21<00:22, 10.51it/s, v_num=9, loss/train=0.189, alignment/train=0.0818, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 49%|████▉ | 230/469 [00:21<00:22, 10.51it/s, v_num=9, loss/train=0.220, alignment/train=0.0876, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 49%|████▉ | 231/469 [00:21<00:22, 10.53it/s, v_num=9, loss/train=0.220, alignment/train=0.0876, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 49%|████▉ | 231/469 [00:21<00:22, 10.53it/s, v_num=9, loss/train=0.207, alignment/train=0.085, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 49%|████▉ | 232/469 [00:21<00:22, 10.55it/s, v_num=9, loss/train=0.207, alignment/train=0.085, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 49%|████▉ | 232/469 [00:21<00:22, 10.55it/s, v_num=9, loss/train=0.176, alignment/train=0.0816, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 50%|████▉ | 233/469 [00:22<00:22, 10.55it/s, v_num=9, loss/train=0.176, alignment/train=0.0816, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 50%|████▉ | 233/469 [00:22<00:22, 10.54it/s, v_num=9, loss/train=0.216, alignment/train=0.0916, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 50%|████▉ | 234/469 [00:22<00:22, 10.56it/s, v_num=9, loss/train=0.216, alignment/train=0.0916, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 50%|████▉ | 234/469 [00:22<00:22, 10.56it/s, v_num=9, loss/train=0.194, alignment/train=0.0781, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 50%|█████ | 235/469 [00:22<00:22, 10.58it/s, v_num=9, loss/train=0.194, alignment/train=0.0781, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 50%|█████ | 235/469 [00:22<00:22, 10.58it/s, v_num=9, loss/train=0.253, alignment/train=0.0859, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 50%|█████ | 236/469 [00:22<00:22, 10.58it/s, v_num=9, loss/train=0.253, alignment/train=0.0859, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 50%|█████ | 236/469 [00:22<00:22, 10.57it/s, v_num=9, loss/train=0.198, alignment/train=0.0846, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 51%|█████ | 237/469 [00:22<00:22, 10.54it/s, v_num=9, loss/train=0.198, alignment/train=0.0846, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 51%|█████ | 237/469 [00:22<00:22, 10.54it/s, v_num=9, loss/train=0.196, alignment/train=0.0761, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 51%|█████ | 238/469 [00:22<00:21, 10.51it/s, v_num=9, loss/train=0.196, alignment/train=0.0761, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 51%|█████ | 238/469 [00:22<00:21, 10.51it/s, v_num=9, loss/train=0.195, alignment/train=0.0881, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 51%|█████ | 239/469 [00:22<00:21, 10.52it/s, v_num=9, loss/train=0.195, alignment/train=0.0881, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 51%|█████ | 239/469 [00:22<00:21, 10.52it/s, v_num=9, loss/train=0.201, alignment/train=0.0763, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 51%|█████ | 240/469 [00:22<00:21, 10.53it/s, v_num=9, loss/train=0.201, alignment/train=0.0763, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 51%|█████ | 240/469 [00:22<00:21, 10.53it/s, v_num=9, loss/train=0.229, alignment/train=0.0767, uniformity/train=-3.51, contrastive_acc/train=0.988, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 51%|█████▏ | 241/469 [00:22<00:21, 10.54it/s, v_num=9, loss/train=0.229, alignment/train=0.0767, uniformity/train=-3.51, contrastive_acc/train=0.988, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 51%|█████▏ | 241/469 [00:22<00:21, 10.54it/s, v_num=9, loss/train=0.198, alignment/train=0.0839, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 52%|█████▏ | 242/469 [00:22<00:21, 10.52it/s, v_num=9, loss/train=0.198, alignment/train=0.0839, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 52%|█████▏ | 242/469 [00:22<00:21, 10.52it/s, v_num=9, loss/train=0.171, alignment/train=0.0821, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 52%|█████▏ | 243/469 [00:23<00:21, 10.53it/s, v_num=9, loss/train=0.171, alignment/train=0.0821, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 52%|█████▏ | 243/469 [00:23<00:21, 10.53it/s, v_num=9, loss/train=0.213, alignment/train=0.0898, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 52%|█████▏ | 244/469 [00:23<00:21, 10.55it/s, v_num=9, loss/train=0.213, alignment/train=0.0898, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 52%|█████▏ | 244/469 [00:23<00:21, 10.55it/s, v_num=9, loss/train=0.216, alignment/train=0.0827, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 52%|█████▏ | 245/469 [00:23<00:21, 10.56it/s, v_num=9, loss/train=0.216, alignment/train=0.0827, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 52%|█████▏ | 245/469 [00:23<00:21, 10.56it/s, v_num=9, loss/train=0.228, alignment/train=0.0864, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 52%|█████▏ | 246/469 [00:23<00:21, 10.57it/s, v_num=9, loss/train=0.228, alignment/train=0.0864, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 52%|█████▏ | 246/469 [00:23<00:21, 10.57it/s, v_num=9, loss/train=0.179, alignment/train=0.0905, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 53%|█████▎ | 247/469 [00:23<00:21, 10.54it/s, v_num=9, loss/train=0.179, alignment/train=0.0905, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 53%|█████▎ | 247/469 [00:23<00:21, 10.54it/s, v_num=9, loss/train=0.217, alignment/train=0.083, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 53%|█████▎ | 248/469 [00:23<00:20, 10.55it/s, v_num=9, loss/train=0.217, alignment/train=0.083, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 53%|█████▎ | 248/469 [00:23<00:20, 10.55it/s, v_num=9, loss/train=0.179, alignment/train=0.0711, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 53%|█████▎ | 249/469 [00:23<00:20, 10.57it/s, v_num=9, loss/train=0.179, alignment/train=0.0711, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 53%|█████▎ | 249/469 [00:23<00:20, 10.57it/s, v_num=9, loss/train=0.176, alignment/train=0.0838, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 53%|█████▎ | 250/469 [00:23<00:20, 10.59it/s, v_num=9, loss/train=0.176, alignment/train=0.0838, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 53%|█████▎ | 250/469 [00:23<00:20, 10.59it/s, v_num=9, loss/train=0.213, alignment/train=0.0905, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 54%|█████▎ | 251/469 [00:23<00:20, 10.55it/s, v_num=9, loss/train=0.213, alignment/train=0.0905, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 54%|█████▎ | 251/469 [00:23<00:20, 10.55it/s, v_num=9, loss/train=0.231, alignment/train=0.0881, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 54%|█████▎ | 252/469 [00:23<00:20, 10.56it/s, v_num=9, loss/train=0.231, alignment/train=0.0881, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 54%|█████▎ | 252/469 [00:23<00:20, 10.56it/s, v_num=9, loss/train=0.210, alignment/train=0.0911, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 54%|█████▍ | 253/469 [00:23<00:20, 10.58it/s, v_num=9, loss/train=0.210, alignment/train=0.0911, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 54%|█████▍ | 253/469 [00:23<00:20, 10.58it/s, v_num=9, loss/train=0.207, alignment/train=0.081, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 54%|█████▍ | 254/469 [00:23<00:20, 10.60it/s, v_num=9, loss/train=0.207, alignment/train=0.081, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 54%|█████▍ | 254/469 [00:23<00:20, 10.60it/s, v_num=9, loss/train=0.257, alignment/train=0.111, uniformity/train=-3.50, contrastive_acc/train=0.984, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 54%|█████▍ | 255/469 [00:24<00:20, 10.56it/s, v_num=9, loss/train=0.257, alignment/train=0.111, uniformity/train=-3.50, contrastive_acc/train=0.984, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 54%|█████▍ | 255/469 [00:24<00:20, 10.56it/s, v_num=9, loss/train=0.208, alignment/train=0.0754, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 55%|█████▍ | 256/469 [00:24<00:20, 10.56it/s, v_num=9, loss/train=0.208, alignment/train=0.0754, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 55%|█████▍ | 256/469 [00:24<00:20, 10.56it/s, v_num=9, loss/train=0.203, alignment/train=0.0898, uniformity/train=-3.53, contrastive_acc/train=0.988, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 55%|█████▍ | 257/469 [00:24<00:20, 10.57it/s, v_num=9, loss/train=0.203, alignment/train=0.0898, uniformity/train=-3.53, contrastive_acc/train=0.988, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 55%|█████▍ | 257/469 [00:24<00:20, 10.57it/s, v_num=9, loss/train=0.220, alignment/train=0.0863, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 55%|█████▌ | 258/469 [00:24<00:19, 10.59it/s, v_num=9, loss/train=0.220, alignment/train=0.0863, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 55%|█████▌ | 258/469 [00:24<00:19, 10.59it/s, v_num=9, loss/train=0.192, alignment/train=0.086, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 55%|█████▌ | 259/469 [00:24<00:19, 10.58it/s, v_num=9, loss/train=0.192, alignment/train=0.086, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 55%|█████▌ | 259/469 [00:24<00:19, 10.58it/s, v_num=9, loss/train=0.220, alignment/train=0.0931, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 55%|█████▌ | 260/469 [00:24<00:19, 10.56it/s, v_num=9, loss/train=0.220, alignment/train=0.0931, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 55%|█████▌ | 260/469 [00:24<00:19, 10.56it/s, v_num=9, loss/train=0.192, alignment/train=0.0807, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 56%|█████▌ | 261/469 [00:24<00:19, 10.58it/s, v_num=9, loss/train=0.192, alignment/train=0.0807, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 56%|█████▌ | 261/469 [00:24<00:19, 10.58it/s, v_num=9, loss/train=0.200, alignment/train=0.0816, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 56%|█████▌ | 262/469 [00:24<00:19, 10.59it/s, v_num=9, loss/train=0.200, alignment/train=0.0816, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 56%|█████▌ | 262/469 [00:24<00:19, 10.59it/s, v_num=9, loss/train=0.200, alignment/train=0.0864, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 56%|█████▌ | 263/469 [00:24<00:19, 10.60it/s, v_num=9, loss/train=0.200, alignment/train=0.0864, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 56%|█████▌ | 263/469 [00:24<00:19, 10.60it/s, v_num=9, loss/train=0.209, alignment/train=0.0812, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 56%|█████▋ | 264/469 [00:24<00:19, 10.61it/s, v_num=9, loss/train=0.209, alignment/train=0.0812, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 56%|█████▋ | 264/469 [00:24<00:19, 10.61it/s, v_num=9, loss/train=0.223, alignment/train=0.0755, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 57%|█████▋ | 265/469 [00:25<00:19, 10.59it/s, v_num=9, loss/train=0.223, alignment/train=0.0755, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 57%|█████▋ | 265/469 [00:25<00:19, 10.59it/s, v_num=9, loss/train=0.178, alignment/train=0.0768, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 57%|█████▋ | 266/469 [00:25<00:19, 10.58it/s, v_num=9, loss/train=0.178, alignment/train=0.0768, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 57%|█████▋ | 266/469 [00:25<00:19, 10.58it/s, v_num=9, loss/train=0.262, alignment/train=0.089, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 57%|█████▋ | 267/469 [00:25<00:19, 10.60it/s, v_num=9, loss/train=0.262, alignment/train=0.089, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 57%|█████▋ | 267/469 [00:25<00:19, 10.60it/s, v_num=9, loss/train=0.215, alignment/train=0.0835, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 57%|█████▋ | 268/469 [00:25<00:18, 10.61it/s, v_num=9, loss/train=0.215, alignment/train=0.0835, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 57%|█████▋ | 268/469 [00:25<00:18, 10.61it/s, v_num=9, loss/train=0.203, alignment/train=0.0786, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 57%|█████▋ | 269/469 [00:25<00:18, 10.61it/s, v_num=9, loss/train=0.203, alignment/train=0.0786, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 57%|█████▋ | 269/469 [00:25<00:18, 10.61it/s, v_num=9, loss/train=0.250, alignment/train=0.0773, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 58%|█████▊ | 270/469 [00:25<00:18, 10.61it/s, v_num=9, loss/train=0.250, alignment/train=0.0773, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 58%|█████▊ | 270/469 [00:25<00:18, 10.61it/s, v_num=9, loss/train=0.190, alignment/train=0.0731, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 58%|█████▊ | 271/469 [00:25<00:18, 10.62it/s, v_num=9, loss/train=0.190, alignment/train=0.0731, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 58%|█████▊ | 271/469 [00:25<00:18, 10.62it/s, v_num=9, loss/train=0.196, alignment/train=0.0687, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 58%|█████▊ | 272/469 [00:25<00:18, 10.62it/s, v_num=9, loss/train=0.196, alignment/train=0.0687, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 58%|█████▊ | 272/469 [00:25<00:18, 10.62it/s, v_num=9, loss/train=0.229, alignment/train=0.088, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 58%|█████▊ | 273/469 [00:25<00:18, 10.63it/s, v_num=9, loss/train=0.229, alignment/train=0.088, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 58%|█████▊ | 273/469 [00:25<00:18, 10.63it/s, v_num=9, loss/train=0.216, alignment/train=0.0971, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 58%|█████▊ | 274/469 [00:25<00:18, 10.63it/s, v_num=9, loss/train=0.216, alignment/train=0.0971, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 58%|█████▊ | 274/469 [00:25<00:18, 10.63it/s, v_num=9, loss/train=0.198, alignment/train=0.0879, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 59%|█████▊ | 275/469 [00:25<00:18, 10.62it/s, v_num=9, loss/train=0.198, alignment/train=0.0879, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 59%|█████▊ | 275/469 [00:25<00:18, 10.62it/s, v_num=9, loss/train=0.206, alignment/train=0.082, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 59%|█████▉ | 276/469 [00:25<00:18, 10.62it/s, v_num=9, loss/train=0.206, alignment/train=0.082, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 59%|█████▉ | 276/469 [00:25<00:18, 10.62it/s, v_num=9, loss/train=0.214, alignment/train=0.0905, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 59%|█████▉ | 277/469 [00:26<00:18, 10.64it/s, v_num=9, loss/train=0.214, alignment/train=0.0905, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 59%|█████▉ | 277/469 [00:26<00:18, 10.64it/s, v_num=9, loss/train=0.197, alignment/train=0.0953, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 59%|█████▉ | 278/469 [00:26<00:17, 10.64it/s, v_num=9, loss/train=0.197, alignment/train=0.0953, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 59%|█████▉ | 278/469 [00:26<00:17, 10.64it/s, v_num=9, loss/train=0.191, alignment/train=0.0856, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 59%|█████▉ | 279/469 [00:26<00:17, 10.63it/s, v_num=9, loss/train=0.191, alignment/train=0.0856, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 59%|█████▉ | 279/469 [00:26<00:17, 10.63it/s, v_num=9, loss/train=0.248, alignment/train=0.0814, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 60%|█████▉ | 280/469 [00:26<00:17, 10.64it/s, v_num=9, loss/train=0.248, alignment/train=0.0814, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 60%|█████▉ | 280/469 [00:26<00:17, 10.64it/s, v_num=9, loss/train=0.228, alignment/train=0.0791, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 60%|█████▉ | 281/469 [00:26<00:17, 10.64it/s, v_num=9, loss/train=0.228, alignment/train=0.0791, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 60%|█████▉ | 281/469 [00:26<00:17, 10.63it/s, v_num=9, loss/train=0.236, alignment/train=0.0843, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 60%|██████ | 282/469 [00:26<00:17, 10.64it/s, v_num=9, loss/train=0.236, alignment/train=0.0843, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 60%|██████ | 282/469 [00:26<00:17, 10.64it/s, v_num=9, loss/train=0.215, alignment/train=0.089, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 60%|██████ | 283/469 [00:26<00:17, 10.65it/s, v_num=9, loss/train=0.215, alignment/train=0.089, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 60%|██████ | 283/469 [00:26<00:17, 10.65it/s, v_num=9, loss/train=0.224, alignment/train=0.0752, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 61%|██████ | 284/469 [00:26<00:17, 10.66it/s, v_num=9, loss/train=0.224, alignment/train=0.0752, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 61%|██████ | 284/469 [00:26<00:17, 10.66it/s, v_num=9, loss/train=0.204, alignment/train=0.0834, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 61%|██████ | 285/469 [00:26<00:17, 10.66it/s, v_num=9, loss/train=0.204, alignment/train=0.0834, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 61%|██████ | 285/469 [00:26<00:17, 10.66it/s, v_num=9, loss/train=0.224, alignment/train=0.0855, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 61%|██████ | 286/469 [00:26<00:17, 10.66it/s, v_num=9, loss/train=0.224, alignment/train=0.0855, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 61%|██████ | 286/469 [00:26<00:17, 10.65it/s, v_num=9, loss/train=0.204, alignment/train=0.0814, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 61%|██████ | 287/469 [00:26<00:17, 10.65it/s, v_num=9, loss/train=0.204, alignment/train=0.0814, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 61%|██████ | 287/469 [00:26<00:17, 10.65it/s, v_num=9, loss/train=0.200, alignment/train=0.0765, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 61%|██████▏ | 288/469 [00:27<00:17, 10.64it/s, v_num=9, loss/train=0.200, alignment/train=0.0765, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 61%|██████▏ | 288/469 [00:27<00:17, 10.64it/s, v_num=9, loss/train=0.216, alignment/train=0.0958, uniformity/train=-3.53, contrastive_acc/train=0.988, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 62%|██████▏ | 289/469 [00:27<00:16, 10.65it/s, v_num=9, loss/train=0.216, alignment/train=0.0958, uniformity/train=-3.53, contrastive_acc/train=0.988, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 62%|██████▏ | 289/469 [00:27<00:16, 10.65it/s, v_num=9, loss/train=0.212, alignment/train=0.0874, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 62%|██████▏ | 290/469 [00:27<00:16, 10.65it/s, v_num=9, loss/train=0.212, alignment/train=0.0874, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 62%|██████▏ | 290/469 [00:27<00:16, 10.65it/s, v_num=9, loss/train=0.185, alignment/train=0.0831, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 62%|██████▏ | 291/469 [00:27<00:16, 10.67it/s, v_num=9, loss/train=0.185, alignment/train=0.0831, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 62%|██████▏ | 291/469 [00:27<00:16, 10.67it/s, v_num=9, loss/train=0.255, alignment/train=0.0879, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 62%|██████▏ | 292/469 [00:27<00:16, 10.65it/s, v_num=9, loss/train=0.255, alignment/train=0.0879, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 62%|██████▏ | 292/469 [00:27<00:16, 10.65it/s, v_num=9, loss/train=0.160, alignment/train=0.0771, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 62%|██████▏ | 293/469 [00:27<00:16, 10.65it/s, v_num=9, loss/train=0.160, alignment/train=0.0771, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 62%|██████▏ | 293/469 [00:27<00:16, 10.65it/s, v_num=9, loss/train=0.251, alignment/train=0.0936, uniformity/train=-3.53, contrastive_acc/train=0.984, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 63%|██████▎ | 294/469 [00:27<00:16, 10.66it/s, v_num=9, loss/train=0.251, alignment/train=0.0936, uniformity/train=-3.53, contrastive_acc/train=0.984, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 63%|██████▎ | 294/469 [00:27<00:16, 10.66it/s, v_num=9, loss/train=0.226, alignment/train=0.0834, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 63%|██████▎ | 295/469 [00:27<00:16, 10.67it/s, v_num=9, loss/train=0.226, alignment/train=0.0834, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 63%|██████▎ | 295/469 [00:27<00:16, 10.67it/s, v_num=9, loss/train=0.198, alignment/train=0.0887, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 63%|██████▎ | 296/469 [00:27<00:16, 10.67it/s, v_num=9, loss/train=0.198, alignment/train=0.0887, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 63%|██████▎ | 296/469 [00:27<00:16, 10.67it/s, v_num=9, loss/train=0.220, alignment/train=0.0826, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 63%|██████▎ | 297/469 [00:27<00:16, 10.68it/s, v_num=9, loss/train=0.220, alignment/train=0.0826, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 63%|██████▎ | 297/469 [00:27<00:16, 10.68it/s, v_num=9, loss/train=0.158, alignment/train=0.078, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 64%|██████▎ | 298/469 [00:27<00:16, 10.67it/s, v_num=9, loss/train=0.158, alignment/train=0.078, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 64%|██████▎ | 298/469 [00:27<00:16, 10.67it/s, v_num=9, loss/train=0.205, alignment/train=0.0814, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 64%|██████▍ | 299/469 [00:28<00:15, 10.67it/s, v_num=9, loss/train=0.205, alignment/train=0.0814, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 64%|██████▍ | 299/469 [00:28<00:15, 10.67it/s, v_num=9, loss/train=0.207, alignment/train=0.0676, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 64%|██████▍ | 300/469 [00:28<00:15, 10.68it/s, v_num=9, loss/train=0.207, alignment/train=0.0676, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 64%|██████▍ | 300/469 [00:28<00:15, 10.68it/s, v_num=9, loss/train=0.187, alignment/train=0.0852, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 64%|██████▍ | 301/469 [00:28<00:15, 10.66it/s, v_num=9, loss/train=0.187, alignment/train=0.0852, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 64%|██████▍ | 301/469 [00:28<00:15, 10.66it/s, v_num=9, loss/train=0.210, alignment/train=0.0795, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 64%|██████▍ | 302/469 [00:28<00:15, 10.67it/s, v_num=9, loss/train=0.210, alignment/train=0.0795, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 64%|██████▍ | 302/469 [00:28<00:15, 10.67it/s, v_num=9, loss/train=0.166, alignment/train=0.0802, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 65%|██████▍ | 303/469 [00:28<00:15, 10.69it/s, v_num=9, loss/train=0.166, alignment/train=0.0802, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 65%|██████▍ | 303/469 [00:28<00:15, 10.69it/s, v_num=9, loss/train=0.195, alignment/train=0.0877, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 65%|██████▍ | 304/469 [00:28<00:15, 10.68it/s, v_num=9, loss/train=0.195, alignment/train=0.0877, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 65%|██████▍ | 304/469 [00:28<00:15, 10.68it/s, v_num=9, loss/train=0.208, alignment/train=0.0871, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 65%|██████▌ | 305/469 [00:28<00:15, 10.68it/s, v_num=9, loss/train=0.208, alignment/train=0.0871, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 65%|██████▌ | 305/469 [00:28<00:15, 10.68it/s, v_num=9, loss/train=0.223, alignment/train=0.0798, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 65%|██████▌ | 306/469 [00:28<00:15, 10.68it/s, v_num=9, loss/train=0.223, alignment/train=0.0798, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 65%|██████▌ | 306/469 [00:28<00:15, 10.68it/s, v_num=9, loss/train=0.203, alignment/train=0.0795, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 65%|██████▌ | 307/469 [00:28<00:15, 10.69it/s, v_num=9, loss/train=0.203, alignment/train=0.0795, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 65%|██████▌ | 307/469 [00:28<00:15, 10.69it/s, v_num=9, loss/train=0.201, alignment/train=0.089, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 66%|██████▌ | 308/469 [00:28<00:15, 10.70it/s, v_num=9, loss/train=0.201, alignment/train=0.089, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 66%|██████▌ | 308/469 [00:28<00:15, 10.70it/s, v_num=9, loss/train=0.216, alignment/train=0.088, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 66%|██████▌ | 309/469 [00:28<00:14, 10.70it/s, v_num=9, loss/train=0.216, alignment/train=0.088, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 66%|██████▌ | 309/469 [00:28<00:14, 10.70it/s, v_num=9, loss/train=0.265, alignment/train=0.0947, uniformity/train=-3.53, contrastive_acc/train=0.984, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 66%|██████▌ | 310/469 [00:28<00:14, 10.69it/s, v_num=9, loss/train=0.265, alignment/train=0.0947, uniformity/train=-3.53, contrastive_acc/train=0.984, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 66%|██████▌ | 310/469 [00:28<00:14, 10.69it/s, v_num=9, loss/train=0.198, alignment/train=0.0732, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 66%|██████▋ | 311/469 [00:29<00:14, 10.70it/s, v_num=9, loss/train=0.198, alignment/train=0.0732, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 66%|██████▋ | 311/469 [00:29<00:14, 10.70it/s, v_num=9, loss/train=0.216, alignment/train=0.0894, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 67%|██████▋ | 312/469 [00:29<00:14, 10.71it/s, v_num=9, loss/train=0.216, alignment/train=0.0894, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 67%|██████▋ | 312/469 [00:29<00:14, 10.71it/s, v_num=9, loss/train=0.182, alignment/train=0.082, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 67%|██████▋ | 313/469 [00:29<00:14, 10.72it/s, v_num=9, loss/train=0.182, alignment/train=0.082, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 67%|██████▋ | 313/469 [00:29<00:14, 10.72it/s, v_num=9, loss/train=0.201, alignment/train=0.0749, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 67%|██████▋ | 314/469 [00:29<00:14, 10.70it/s, v_num=9, loss/train=0.201, alignment/train=0.0749, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 67%|██████▋ | 314/469 [00:29<00:14, 10.70it/s, v_num=9, loss/train=0.228, alignment/train=0.0858, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 67%|██████▋ | 315/469 [00:29<00:14, 10.69it/s, v_num=9, loss/train=0.228, alignment/train=0.0858, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 67%|██████▋ | 315/469 [00:29<00:14, 10.69it/s, v_num=9, loss/train=0.240, alignment/train=0.0812, uniformity/train=-3.52, contrastive_acc/train=0.984, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 67%|██████▋ | 316/469 [00:29<00:14, 10.70it/s, v_num=9, loss/train=0.240, alignment/train=0.0812, uniformity/train=-3.52, contrastive_acc/train=0.984, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 67%|██████▋ | 316/469 [00:29<00:14, 10.70it/s, v_num=9, loss/train=0.194, alignment/train=0.086, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 68%|██████▊ | 317/469 [00:29<00:14, 10.70it/s, v_num=9, loss/train=0.194, alignment/train=0.086, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 68%|██████▊ | 317/469 [00:29<00:14, 10.70it/s, v_num=9, loss/train=0.215, alignment/train=0.0774, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 68%|██████▊ | 318/469 [00:29<00:14, 10.70it/s, v_num=9, loss/train=0.215, alignment/train=0.0774, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 68%|██████▊ | 318/469 [00:29<00:14, 10.70it/s, v_num=9, loss/train=0.182, alignment/train=0.0819, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 68%|██████▊ | 319/469 [00:29<00:14, 10.69it/s, v_num=9, loss/train=0.182, alignment/train=0.0819, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 68%|██████▊ | 319/469 [00:29<00:14, 10.69it/s, v_num=9, loss/train=0.245, alignment/train=0.0786, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 68%|██████▊ | 320/469 [00:29<00:13, 10.70it/s, v_num=9, loss/train=0.245, alignment/train=0.0786, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 68%|██████▊ | 320/469 [00:29<00:13, 10.70it/s, v_num=9, loss/train=0.194, alignment/train=0.0847, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 68%|██████▊ | 321/469 [00:29<00:13, 10.71it/s, v_num=9, loss/train=0.194, alignment/train=0.0847, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 68%|██████▊ | 321/469 [00:29<00:13, 10.71it/s, v_num=9, loss/train=0.187, alignment/train=0.0804, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 69%|██████▊ | 322/469 [00:30<00:13, 10.70it/s, v_num=9, loss/train=0.187, alignment/train=0.0804, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 69%|██████▊ | 322/469 [00:30<00:13, 10.70it/s, v_num=9, loss/train=0.195, alignment/train=0.0883, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 69%|██████▉ | 323/469 [00:30<00:13, 10.71it/s, v_num=9, loss/train=0.195, alignment/train=0.0883, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 69%|██████▉ | 323/469 [00:30<00:13, 10.71it/s, v_num=9, loss/train=0.213, alignment/train=0.0905, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 69%|██████▉ | 324/469 [00:30<00:13, 10.72it/s, v_num=9, loss/train=0.213, alignment/train=0.0905, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 69%|██████▉ | 324/469 [00:30<00:13, 10.72it/s, v_num=9, loss/train=0.210, alignment/train=0.0967, uniformity/train=-3.51, contrastive_acc/train=0.988, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 69%|██████▉ | 325/469 [00:30<00:13, 10.71it/s, v_num=9, loss/train=0.210, alignment/train=0.0967, uniformity/train=-3.51, contrastive_acc/train=0.988, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 69%|██████▉ | 325/469 [00:30<00:13, 10.71it/s, v_num=9, loss/train=0.197, alignment/train=0.0778, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 70%|██████▉ | 326/469 [00:30<00:13, 10.72it/s, v_num=9, loss/train=0.197, alignment/train=0.0778, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 70%|██████▉ | 326/469 [00:30<00:13, 10.72it/s, v_num=9, loss/train=0.202, alignment/train=0.0689, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 70%|██████▉ | 327/469 [00:30<00:13, 10.72it/s, v_num=9, loss/train=0.202, alignment/train=0.0689, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 70%|██████▉ | 327/469 [00:30<00:13, 10.71it/s, v_num=9, loss/train=0.226, alignment/train=0.0871, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 70%|██████▉ | 328/469 [00:30<00:13, 10.73it/s, v_num=9, loss/train=0.226, alignment/train=0.0871, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 70%|██████▉ | 328/469 [00:30<00:13, 10.73it/s, v_num=9, loss/train=0.225, alignment/train=0.0995, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 70%|███████ | 329/469 [00:30<00:13, 10.73it/s, v_num=9, loss/train=0.225, alignment/train=0.0995, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 70%|███████ | 329/469 [00:30<00:13, 10.73it/s, v_num=9, loss/train=0.215, alignment/train=0.0923, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 70%|███████ | 330/469 [00:30<00:12, 10.73it/s, v_num=9, loss/train=0.215, alignment/train=0.0923, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 70%|███████ | 330/469 [00:30<00:12, 10.73it/s, v_num=9, loss/train=0.204, alignment/train=0.0786, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 71%|███████ | 331/469 [00:30<00:12, 10.74it/s, v_num=9, loss/train=0.204, alignment/train=0.0786, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 71%|███████ | 331/469 [00:30<00:12, 10.74it/s, v_num=9, loss/train=0.222, alignment/train=0.0923, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 71%|███████ | 332/469 [00:30<00:12, 10.73it/s, v_num=9, loss/train=0.222, alignment/train=0.0923, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 71%|███████ | 332/469 [00:30<00:12, 10.73it/s, v_num=9, loss/train=0.204, alignment/train=0.0765, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 71%|███████ | 333/469 [00:31<00:12, 10.73it/s, v_num=9, loss/train=0.204, alignment/train=0.0765, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 71%|███████ | 333/469 [00:31<00:12, 10.73it/s, v_num=9, loss/train=0.185, alignment/train=0.0834, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 71%|███████ | 334/469 [00:31<00:12, 10.73it/s, v_num=9, loss/train=0.185, alignment/train=0.0834, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 71%|███████ | 334/469 [00:31<00:12, 10.73it/s, v_num=9, loss/train=0.204, alignment/train=0.0751, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 71%|███████▏ | 335/469 [00:31<00:12, 10.75it/s, v_num=9, loss/train=0.204, alignment/train=0.0751, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 71%|███████▏ | 335/469 [00:31<00:12, 10.75it/s, v_num=9, loss/train=0.205, alignment/train=0.0778, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 72%|███████▏ | 336/469 [00:31<00:12, 10.74it/s, v_num=9, loss/train=0.205, alignment/train=0.0778, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 72%|███████▏ | 336/469 [00:31<00:12, 10.74it/s, v_num=9, loss/train=0.183, alignment/train=0.0818, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 72%|███████▏ | 337/469 [00:31<00:12, 10.75it/s, v_num=9, loss/train=0.183, alignment/train=0.0818, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 72%|███████▏ | 337/469 [00:31<00:12, 10.75it/s, v_num=9, loss/train=0.176, alignment/train=0.0725, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 72%|███████▏ | 338/469 [00:31<00:12, 10.75it/s, v_num=9, loss/train=0.176, alignment/train=0.0725, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 72%|███████▏ | 338/469 [00:31<00:12, 10.75it/s, v_num=9, loss/train=0.247, alignment/train=0.0807, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 72%|███████▏ | 339/469 [00:31<00:12, 10.76it/s, v_num=9, loss/train=0.247, alignment/train=0.0807, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 72%|███████▏ | 339/469 [00:31<00:12, 10.76it/s, v_num=9, loss/train=0.211, alignment/train=0.0829, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 72%|███████▏ | 340/469 [00:31<00:12, 10.74it/s, v_num=9, loss/train=0.211, alignment/train=0.0829, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 72%|███████▏ | 340/469 [00:31<00:12, 10.74it/s, v_num=9, loss/train=0.208, alignment/train=0.0828, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 73%|███████▎ | 341/469 [00:31<00:11, 10.73it/s, v_num=9, loss/train=0.208, alignment/train=0.0828, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 73%|███████▎ | 341/469 [00:31<00:11, 10.73it/s, v_num=9, loss/train=0.282, alignment/train=0.0883, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 73%|███████▎ | 342/469 [00:31<00:11, 10.75it/s, v_num=9, loss/train=0.282, alignment/train=0.0883, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 73%|███████▎ | 342/469 [00:31<00:11, 10.75it/s, v_num=9, loss/train=0.186, alignment/train=0.0833, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 73%|███████▎ | 343/469 [00:31<00:11, 10.74it/s, v_num=9, loss/train=0.186, alignment/train=0.0833, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 73%|███████▎ | 343/469 [00:31<00:11, 10.74it/s, v_num=9, loss/train=0.205, alignment/train=0.0835, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 73%|███████▎ | 344/469 [00:32<00:11, 10.75it/s, v_num=9, loss/train=0.205, alignment/train=0.0835, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 73%|███████▎ | 344/469 [00:32<00:11, 10.75it/s, v_num=9, loss/train=0.183, alignment/train=0.0816, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 74%|███████▎ | 345/469 [00:32<00:11, 10.75it/s, v_num=9, loss/train=0.183, alignment/train=0.0816, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 74%|███████▎ | 345/469 [00:32<00:11, 10.75it/s, v_num=9, loss/train=0.201, alignment/train=0.0779, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 74%|███████▍ | 346/469 [00:32<00:11, 10.74it/s, v_num=9, loss/train=0.201, alignment/train=0.0779, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 74%|███████▍ | 346/469 [00:32<00:11, 10.74it/s, v_num=9, loss/train=0.220, alignment/train=0.0952, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 74%|███████▍ | 347/469 [00:32<00:11, 10.75it/s, v_num=9, loss/train=0.220, alignment/train=0.0952, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 74%|███████▍ | 347/469 [00:32<00:11, 10.75it/s, v_num=9, loss/train=0.212, alignment/train=0.0853, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 74%|███████▍ | 348/469 [00:32<00:11, 10.76it/s, v_num=9, loss/train=0.212, alignment/train=0.0853, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 74%|███████▍ | 348/469 [00:32<00:11, 10.76it/s, v_num=9, loss/train=0.200, alignment/train=0.0794, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 74%|███████▍ | 349/469 [00:32<00:11, 10.77it/s, v_num=9, loss/train=0.200, alignment/train=0.0794, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 74%|███████▍ | 349/469 [00:32<00:11, 10.77it/s, v_num=9, loss/train=0.208, alignment/train=0.0868, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 75%|███████▍ | 350/469 [00:32<00:11, 10.77it/s, v_num=9, loss/train=0.208, alignment/train=0.0868, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 75%|███████▍ | 350/469 [00:32<00:11, 10.77it/s, v_num=9, loss/train=0.221, alignment/train=0.0887, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 75%|███████▍ | 351/469 [00:32<00:10, 10.79it/s, v_num=9, loss/train=0.221, alignment/train=0.0887, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 75%|███████▍ | 351/469 [00:32<00:10, 10.79it/s, v_num=9, loss/train=0.231, alignment/train=0.087, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 75%|███████▌ | 352/469 [00:32<00:10, 10.79it/s, v_num=9, loss/train=0.231, alignment/train=0.087, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 75%|███████▌ | 352/469 [00:32<00:10, 10.78it/s, v_num=9, loss/train=0.168, alignment/train=0.0864, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 75%|███████▌ | 353/469 [00:32<00:10, 10.78it/s, v_num=9, loss/train=0.168, alignment/train=0.0864, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 75%|███████▌ | 353/469 [00:32<00:10, 10.78it/s, v_num=9, loss/train=0.215, alignment/train=0.0947, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 75%|███████▌ | 354/469 [00:32<00:10, 10.78it/s, v_num=9, loss/train=0.215, alignment/train=0.0947, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 75%|███████▌ | 354/469 [00:32<00:10, 10.78it/s, v_num=9, loss/train=0.210, alignment/train=0.0807, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 76%|███████▌ | 355/469 [00:32<00:10, 10.76it/s, v_num=9, loss/train=0.210, alignment/train=0.0807, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 76%|███████▌ | 355/469 [00:32<00:10, 10.76it/s, v_num=9, loss/train=0.234, alignment/train=0.0953, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 76%|███████▌ | 356/469 [00:33<00:10, 10.76it/s, v_num=9, loss/train=0.234, alignment/train=0.0953, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 76%|███████▌ | 356/469 [00:33<00:10, 10.76it/s, v_num=9, loss/train=0.208, alignment/train=0.0799, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 76%|███████▌ | 357/469 [00:33<00:10, 10.77it/s, v_num=9, loss/train=0.208, alignment/train=0.0799, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 76%|███████▌ | 357/469 [00:33<00:10, 10.77it/s, v_num=9, loss/train=0.201, alignment/train=0.0872, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 76%|███████▋ | 358/469 [00:33<00:10, 10.78it/s, v_num=9, loss/train=0.201, alignment/train=0.0872, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 76%|███████▋ | 358/469 [00:33<00:10, 10.78it/s, v_num=9, loss/train=0.177, alignment/train=0.0753, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 77%|███████▋ | 359/469 [00:33<00:10, 10.77it/s, v_num=9, loss/train=0.177, alignment/train=0.0753, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 77%|███████▋ | 359/469 [00:33<00:10, 10.77it/s, v_num=9, loss/train=0.189, alignment/train=0.0779, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 77%|███████▋ | 360/469 [00:33<00:10, 10.77it/s, v_num=9, loss/train=0.189, alignment/train=0.0779, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 77%|███████▋ | 360/469 [00:33<00:10, 10.77it/s, v_num=9, loss/train=0.203, alignment/train=0.0799, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 77%|███████▋ | 361/469 [00:33<00:10, 10.77it/s, v_num=9, loss/train=0.203, alignment/train=0.0799, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 77%|███████▋ | 361/469 [00:33<00:10, 10.77it/s, v_num=9, loss/train=0.206, alignment/train=0.105, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 77%|███████▋ | 362/469 [00:33<00:09, 10.78it/s, v_num=9, loss/train=0.206, alignment/train=0.105, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 77%|███████▋ | 362/469 [00:33<00:09, 10.78it/s, v_num=9, loss/train=0.173, alignment/train=0.0789, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 77%|███████▋ | 363/469 [00:33<00:09, 10.77it/s, v_num=9, loss/train=0.173, alignment/train=0.0789, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 77%|███████▋ | 363/469 [00:33<00:09, 10.77it/s, v_num=9, loss/train=0.175, alignment/train=0.0812, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 78%|███████▊ | 364/469 [00:33<00:09, 10.77it/s, v_num=9, loss/train=0.175, alignment/train=0.0812, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 78%|███████▊ | 364/469 [00:33<00:09, 10.77it/s, v_num=9, loss/train=0.220, alignment/train=0.0856, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 78%|███████▊ | 365/469 [00:33<00:09, 10.78it/s, v_num=9, loss/train=0.220, alignment/train=0.0856, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 78%|███████▊ | 365/469 [00:33<00:09, 10.78it/s, v_num=9, loss/train=0.231, alignment/train=0.085, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 78%|███████▊ | 366/469 [00:33<00:09, 10.78it/s, v_num=9, loss/train=0.231, alignment/train=0.085, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 78%|███████▊ | 366/469 [00:33<00:09, 10.78it/s, v_num=9, loss/train=0.201, alignment/train=0.0775, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 78%|███████▊ | 367/469 [00:34<00:09, 10.79it/s, v_num=9, loss/train=0.201, alignment/train=0.0775, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 78%|███████▊ | 367/469 [00:34<00:09, 10.79it/s, v_num=9, loss/train=0.193, alignment/train=0.0782, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 78%|███████▊ | 368/469 [00:34<00:09, 10.79it/s, v_num=9, loss/train=0.193, alignment/train=0.0782, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 78%|███████▊ | 368/469 [00:34<00:09, 10.79it/s, v_num=9, loss/train=0.184, alignment/train=0.0735, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 79%|███████▊ | 369/469 [00:34<00:09, 10.79it/s, v_num=9, loss/train=0.184, alignment/train=0.0735, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 79%|███████▊ | 369/469 [00:34<00:09, 10.79it/s, v_num=9, loss/train=0.178, alignment/train=0.0885, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 79%|███████▉ | 370/469 [00:34<00:09, 10.79it/s, v_num=9, loss/train=0.178, alignment/train=0.0885, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 79%|███████▉ | 370/469 [00:34<00:09, 10.79it/s, v_num=9, loss/train=0.208, alignment/train=0.088, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 79%|███████▉ | 371/469 [00:34<00:09, 10.77it/s, v_num=9, loss/train=0.208, alignment/train=0.088, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 79%|███████▉ | 371/469 [00:34<00:09, 10.77it/s, v_num=9, loss/train=0.199, alignment/train=0.0844, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 79%|███████▉ | 372/469 [00:34<00:08, 10.78it/s, v_num=9, loss/train=0.199, alignment/train=0.0844, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 79%|███████▉ | 372/469 [00:34<00:08, 10.78it/s, v_num=9, loss/train=0.189, alignment/train=0.086, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 80%|███████▉ | 373/469 [00:34<00:08, 10.79it/s, v_num=9, loss/train=0.189, alignment/train=0.086, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 80%|███████▉ | 373/469 [00:34<00:08, 10.79it/s, v_num=9, loss/train=0.207, alignment/train=0.0894, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 80%|███████▉ | 374/469 [00:34<00:08, 10.79it/s, v_num=9, loss/train=0.207, alignment/train=0.0894, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 80%|███████▉ | 374/469 [00:34<00:08, 10.79it/s, v_num=9, loss/train=0.178, alignment/train=0.0796, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 80%|███████▉ | 375/469 [00:34<00:08, 10.80it/s, v_num=9, loss/train=0.178, alignment/train=0.0796, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 80%|███████▉ | 375/469 [00:34<00:08, 10.80it/s, v_num=9, loss/train=0.210, alignment/train=0.0798, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 80%|████████ | 376/469 [00:34<00:08, 10.81it/s, v_num=9, loss/train=0.210, alignment/train=0.0798, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 80%|████████ | 376/469 [00:34<00:08, 10.81it/s, v_num=9, loss/train=0.187, alignment/train=0.0784, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 80%|████████ | 377/469 [00:34<00:08, 10.82it/s, v_num=9, loss/train=0.187, alignment/train=0.0784, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 80%|████████ | 377/469 [00:34<00:08, 10.82it/s, v_num=9, loss/train=0.238, alignment/train=0.0959, uniformity/train=-3.52, contrastive_acc/train=0.984, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 81%|████████ | 378/469 [00:34<00:08, 10.81it/s, v_num=9, loss/train=0.238, alignment/train=0.0959, uniformity/train=-3.52, contrastive_acc/train=0.984, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 81%|████████ | 378/469 [00:34<00:08, 10.81it/s, v_num=9, loss/train=0.210, alignment/train=0.0808, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 81%|████████ | 379/469 [00:35<00:08, 10.80it/s, v_num=9, loss/train=0.210, alignment/train=0.0808, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 81%|████████ | 379/469 [00:35<00:08, 10.80it/s, v_num=9, loss/train=0.189, alignment/train=0.0886, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 81%|████████ | 380/469 [00:35<00:08, 10.79it/s, v_num=9, loss/train=0.189, alignment/train=0.0886, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 81%|████████ | 380/469 [00:35<00:08, 10.79it/s, v_num=9, loss/train=0.211, alignment/train=0.0884, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 81%|████████ | 381/469 [00:35<00:08, 10.80it/s, v_num=9, loss/train=0.211, alignment/train=0.0884, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 81%|████████ | 381/469 [00:35<00:08, 10.80it/s, v_num=9, loss/train=0.187, alignment/train=0.0802, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 81%|████████▏ | 382/469 [00:35<00:08, 10.79it/s, v_num=9, loss/train=0.187, alignment/train=0.0802, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 81%|████████▏ | 382/469 [00:35<00:08, 10.79it/s, v_num=9, loss/train=0.231, alignment/train=0.0825, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 82%|████████▏ | 383/469 [00:35<00:07, 10.80it/s, v_num=9, loss/train=0.231, alignment/train=0.0825, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 82%|████████▏ | 383/469 [00:35<00:07, 10.80it/s, v_num=9, loss/train=0.200, alignment/train=0.0897, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 82%|████████▏ | 384/469 [00:35<00:07, 10.80it/s, v_num=9, loss/train=0.200, alignment/train=0.0897, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 82%|████████▏ | 384/469 [00:35<00:07, 10.80it/s, v_num=9, loss/train=0.181, alignment/train=0.0887, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 82%|████████▏ | 385/469 [00:35<00:07, 10.81it/s, v_num=9, loss/train=0.181, alignment/train=0.0887, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 82%|████████▏ | 385/469 [00:35<00:07, 10.81it/s, v_num=9, loss/train=0.208, alignment/train=0.0868, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 82%|████████▏ | 386/469 [00:35<00:07, 10.82it/s, v_num=9, loss/train=0.208, alignment/train=0.0868, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 82%|████████▏ | 386/469 [00:35<00:07, 10.82it/s, v_num=9, loss/train=0.235, alignment/train=0.0828, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 83%|████████▎ | 387/469 [00:35<00:07, 10.82it/s, v_num=9, loss/train=0.235, alignment/train=0.0828, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 83%|████████▎ | 387/469 [00:35<00:07, 10.82it/s, v_num=9, loss/train=0.211, alignment/train=0.083, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 83%|████████▎ | 388/469 [00:35<00:07, 10.80it/s, v_num=9, loss/train=0.211, alignment/train=0.083, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 83%|████████▎ | 388/469 [00:35<00:07, 10.80it/s, v_num=9, loss/train=0.168, alignment/train=0.0831, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 83%|████████▎ | 389/469 [00:36<00:07, 10.80it/s, v_num=9, loss/train=0.168, alignment/train=0.0831, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 83%|████████▎ | 389/469 [00:36<00:07, 10.80it/s, v_num=9, loss/train=0.213, alignment/train=0.0721, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 83%|████████▎ | 390/469 [00:36<00:07, 10.81it/s, v_num=9, loss/train=0.213, alignment/train=0.0721, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 83%|████████▎ | 390/469 [00:36<00:07, 10.81it/s, v_num=9, loss/train=0.186, alignment/train=0.0728, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 83%|████████▎ | 391/469 [00:36<00:07, 10.80it/s, v_num=9, loss/train=0.186, alignment/train=0.0728, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 83%|████████▎ | 391/469 [00:36<00:07, 10.80it/s, v_num=9, loss/train=0.176, alignment/train=0.0789, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 84%|████████▎ | 392/469 [00:36<00:07, 10.80it/s, v_num=9, loss/train=0.176, alignment/train=0.0789, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 84%|████████▎ | 392/469 [00:36<00:07, 10.80it/s, v_num=9, loss/train=0.184, alignment/train=0.0666, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 84%|████████▍ | 393/469 [00:36<00:07, 10.81it/s, v_num=9, loss/train=0.184, alignment/train=0.0666, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 84%|████████▍ | 393/469 [00:36<00:07, 10.81it/s, v_num=9, loss/train=0.201, alignment/train=0.0764, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 84%|████████▍ | 394/469 [00:36<00:06, 10.81it/s, v_num=9, loss/train=0.201, alignment/train=0.0764, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 84%|████████▍ | 394/469 [00:36<00:06, 10.81it/s, v_num=9, loss/train=0.223, alignment/train=0.0894, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 84%|████████▍ | 395/469 [00:36<00:06, 10.81it/s, v_num=9, loss/train=0.223, alignment/train=0.0894, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 84%|████████▍ | 395/469 [00:36<00:06, 10.81it/s, v_num=9, loss/train=0.258, alignment/train=0.0803, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 84%|████████▍ | 396/469 [00:36<00:06, 10.81it/s, v_num=9, loss/train=0.258, alignment/train=0.0803, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 84%|████████▍ | 396/469 [00:36<00:06, 10.81it/s, v_num=9, loss/train=0.161, alignment/train=0.0842, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 85%|████████▍ | 397/469 [00:36<00:06, 10.82it/s, v_num=9, loss/train=0.161, alignment/train=0.0842, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 85%|████████▍ | 397/469 [00:36<00:06, 10.82it/s, v_num=9, loss/train=0.191, alignment/train=0.0816, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 85%|████████▍ | 398/469 [00:36<00:06, 10.83it/s, v_num=9, loss/train=0.191, alignment/train=0.0816, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 85%|████████▍ | 398/469 [00:36<00:06, 10.83it/s, v_num=9, loss/train=0.182, alignment/train=0.0797, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 85%|████████▌ | 399/469 [00:36<00:06, 10.82it/s, v_num=9, loss/train=0.182, alignment/train=0.0797, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 85%|████████▌ | 399/469 [00:36<00:06, 10.82it/s, v_num=9, loss/train=0.212, alignment/train=0.0853, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 85%|████████▌ | 400/469 [00:36<00:06, 10.81it/s, v_num=9, loss/train=0.212, alignment/train=0.0853, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 85%|████████▌ | 400/469 [00:36<00:06, 10.81it/s, v_num=9, loss/train=0.234, alignment/train=0.0888, uniformity/train=-3.52, contrastive_acc/train=0.984, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 86%|████████▌ | 401/469 [00:37<00:06, 10.80it/s, v_num=9, loss/train=0.234, alignment/train=0.0888, uniformity/train=-3.52, contrastive_acc/train=0.984, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 86%|████████▌ | 401/469 [00:37<00:06, 10.80it/s, v_num=9, loss/train=0.232, alignment/train=0.0822, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 86%|████████▌ | 402/469 [00:37<00:06, 10.81it/s, v_num=9, loss/train=0.232, alignment/train=0.0822, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 86%|████████▌ | 402/469 [00:37<00:06, 10.81it/s, v_num=9, loss/train=0.196, alignment/train=0.0833, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 86%|████████▌ | 403/469 [00:37<00:06, 10.82it/s, v_num=9, loss/train=0.196, alignment/train=0.0833, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 86%|████████▌ | 403/469 [00:37<00:06, 10.82it/s, v_num=9, loss/train=0.223, alignment/train=0.0842, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 86%|████████▌ | 404/469 [00:37<00:06, 10.82it/s, v_num=9, loss/train=0.223, alignment/train=0.0842, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 86%|████████▌ | 404/469 [00:37<00:06, 10.82it/s, v_num=9, loss/train=0.234, alignment/train=0.0941, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 86%|████████▋ | 405/469 [00:37<00:05, 10.82it/s, v_num=9, loss/train=0.234, alignment/train=0.0941, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 86%|████████▋ | 405/469 [00:37<00:05, 10.82it/s, v_num=9, loss/train=0.243, alignment/train=0.0759, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 87%|████████▋ | 406/469 [00:37<00:05, 10.82it/s, v_num=9, loss/train=0.243, alignment/train=0.0759, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 87%|████████▋ | 406/469 [00:37<00:05, 10.82it/s, v_num=9, loss/train=0.207, alignment/train=0.0848, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 87%|████████▋ | 407/469 [00:37<00:05, 10.82it/s, v_num=9, loss/train=0.207, alignment/train=0.0848, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 87%|████████▋ | 407/469 [00:37<00:05, 10.82it/s, v_num=9, loss/train=0.194, alignment/train=0.0816, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 87%|████████▋ | 408/469 [00:37<00:05, 10.82it/s, v_num=9, loss/train=0.194, alignment/train=0.0816, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 87%|████████▋ | 408/469 [00:37<00:05, 10.82it/s, v_num=9, loss/train=0.229, alignment/train=0.0851, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 87%|████████▋ | 409/469 [00:37<00:05, 10.81it/s, v_num=9, loss/train=0.229, alignment/train=0.0851, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 87%|████████▋ | 409/469 [00:37<00:05, 10.81it/s, v_num=9, loss/train=0.222, alignment/train=0.0813, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 87%|████████▋ | 410/469 [00:37<00:05, 10.81it/s, v_num=9, loss/train=0.222, alignment/train=0.0813, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 87%|████████▋ | 410/469 [00:37<00:05, 10.81it/s, v_num=9, loss/train=0.180, alignment/train=0.075, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 88%|████████▊ | 411/469 [00:37<00:05, 10.82it/s, v_num=9, loss/train=0.180, alignment/train=0.075, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 88%|████████▊ | 411/469 [00:37<00:05, 10.82it/s, v_num=9, loss/train=0.233, alignment/train=0.0975, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 88%|████████▊ | 412/469 [00:38<00:05, 10.83it/s, v_num=9, loss/train=0.233, alignment/train=0.0975, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 88%|████████▊ | 412/469 [00:38<00:05, 10.83it/s, v_num=9, loss/train=0.183, alignment/train=0.0837, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 88%|████████▊ | 413/469 [00:38<00:05, 10.82it/s, v_num=9, loss/train=0.183, alignment/train=0.0837, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 88%|████████▊ | 413/469 [00:38<00:05, 10.82it/s, v_num=9, loss/train=0.211, alignment/train=0.0815, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 88%|████████▊ | 414/469 [00:38<00:05, 10.83it/s, v_num=9, loss/train=0.211, alignment/train=0.0815, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 88%|████████▊ | 414/469 [00:38<00:05, 10.83it/s, v_num=9, loss/train=0.180, alignment/train=0.0858, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 88%|████████▊ | 415/469 [00:38<00:04, 10.83it/s, v_num=9, loss/train=0.180, alignment/train=0.0858, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 88%|████████▊ | 415/469 [00:38<00:04, 10.83it/s, v_num=9, loss/train=0.180, alignment/train=0.0787, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 89%|████████▊ | 416/469 [00:38<00:04, 10.84it/s, v_num=9, loss/train=0.180, alignment/train=0.0787, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 89%|████████▊ | 416/469 [00:38<00:04, 10.84it/s, v_num=9, loss/train=0.194, alignment/train=0.0883, uniformity/train=-3.55, contrastive_acc/train=0.988, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 89%|████████▉ | 417/469 [00:38<00:04, 10.85it/s, v_num=9, loss/train=0.194, alignment/train=0.0883, uniformity/train=-3.55, contrastive_acc/train=0.988, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 89%|████████▉ | 417/469 [00:38<00:04, 10.85it/s, v_num=9, loss/train=0.218, alignment/train=0.0888, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 89%|████████▉ | 418/469 [00:38<00:04, 10.84it/s, v_num=9, loss/train=0.218, alignment/train=0.0888, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 89%|████████▉ | 418/469 [00:38<00:04, 10.84it/s, v_num=9, loss/train=0.242, alignment/train=0.0908, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 89%|████████▉ | 419/469 [00:38<00:04, 10.83it/s, v_num=9, loss/train=0.242, alignment/train=0.0908, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 89%|████████▉ | 419/469 [00:38<00:04, 10.83it/s, v_num=9, loss/train=0.191, alignment/train=0.0913, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 90%|████████▉ | 420/469 [00:38<00:04, 10.84it/s, v_num=9, loss/train=0.191, alignment/train=0.0913, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 90%|████████▉ | 420/469 [00:38<00:04, 10.84it/s, v_num=9, loss/train=0.206, alignment/train=0.081, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 90%|████████▉ | 421/469 [00:38<00:04, 10.83it/s, v_num=9, loss/train=0.206, alignment/train=0.081, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 90%|████████▉ | 421/469 [00:38<00:04, 10.83it/s, v_num=9, loss/train=0.220, alignment/train=0.0823, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 90%|████████▉ | 422/469 [00:38<00:04, 10.83it/s, v_num=9, loss/train=0.220, alignment/train=0.0823, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 90%|████████▉ | 422/469 [00:38<00:04, 10.83it/s, v_num=9, loss/train=0.195, alignment/train=0.087, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 90%|█████████ | 423/469 [00:39<00:04, 10.84it/s, v_num=9, loss/train=0.195, alignment/train=0.087, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 90%|█████████ | 423/469 [00:39<00:04, 10.84it/s, v_num=9, loss/train=0.202, alignment/train=0.0861, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 90%|█████████ | 424/469 [00:39<00:04, 10.84it/s, v_num=9, loss/train=0.202, alignment/train=0.0861, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 90%|█████████ | 424/469 [00:39<00:04, 10.84it/s, v_num=9, loss/train=0.189, alignment/train=0.0784, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 91%|█████████ | 425/469 [00:39<00:04, 10.84it/s, v_num=9, loss/train=0.189, alignment/train=0.0784, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 91%|█████████ | 425/469 [00:39<00:04, 10.84it/s, v_num=9, loss/train=0.228, alignment/train=0.0908, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 91%|█████████ | 426/469 [00:39<00:03, 10.85it/s, v_num=9, loss/train=0.228, alignment/train=0.0908, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 91%|█████████ | 426/469 [00:39<00:03, 10.85it/s, v_num=9, loss/train=0.186, alignment/train=0.0819, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 91%|█████████ | 427/469 [00:39<00:03, 10.86it/s, v_num=9, loss/train=0.186, alignment/train=0.0819, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 91%|█████████ | 427/469 [00:39<00:03, 10.86it/s, v_num=9, loss/train=0.218, alignment/train=0.0835, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 91%|█████████▏| 428/469 [00:39<00:03, 10.85it/s, v_num=9, loss/train=0.218, alignment/train=0.0835, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 91%|█████████▏| 428/469 [00:39<00:03, 10.85it/s, v_num=9, loss/train=0.231, alignment/train=0.0912, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 91%|█████████▏| 429/469 [00:39<00:03, 10.83it/s, v_num=9, loss/train=0.231, alignment/train=0.0912, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 91%|█████████▏| 429/469 [00:39<00:03, 10.83it/s, v_num=9, loss/train=0.219, alignment/train=0.0857, uniformity/train=-3.53, contrastive_acc/train=0.988, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 92%|█████████▏| 430/469 [00:39<00:03, 10.84it/s, v_num=9, loss/train=0.219, alignment/train=0.0857, uniformity/train=-3.53, contrastive_acc/train=0.988, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 92%|█████████▏| 430/469 [00:39<00:03, 10.84it/s, v_num=9, loss/train=0.169, alignment/train=0.0741, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 92%|█████████▏| 431/469 [00:39<00:03, 10.85it/s, v_num=9, loss/train=0.169, alignment/train=0.0741, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 92%|█████████▏| 431/469 [00:39<00:03, 10.85it/s, v_num=9, loss/train=0.218, alignment/train=0.0795, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 92%|█████████▏| 432/469 [00:39<00:03, 10.84it/s, v_num=9, loss/train=0.218, alignment/train=0.0795, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 92%|█████████▏| 432/469 [00:39<00:03, 10.84it/s, v_num=9, loss/train=0.173, alignment/train=0.0884, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 92%|█████████▏| 433/469 [00:39<00:03, 10.84it/s, v_num=9, loss/train=0.173, alignment/train=0.0884, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 92%|█████████▏| 433/469 [00:39<00:03, 10.84it/s, v_num=9, loss/train=0.221, alignment/train=0.0939, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 93%|█████████▎| 434/469 [00:39<00:03, 10.85it/s, v_num=9, loss/train=0.221, alignment/train=0.0939, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 93%|█████████▎| 434/469 [00:39<00:03, 10.85it/s, v_num=9, loss/train=0.182, alignment/train=0.0832, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 93%|█████████▎| 435/469 [00:40<00:03, 10.85it/s, v_num=9, loss/train=0.182, alignment/train=0.0832, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 93%|█████████▎| 435/469 [00:40<00:03, 10.85it/s, v_num=9, loss/train=0.201, alignment/train=0.0871, uniformity/train=-3.53, contrastive_acc/train=0.984, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 93%|█████████▎| 436/469 [00:40<00:03, 10.83it/s, v_num=9, loss/train=0.201, alignment/train=0.0871, uniformity/train=-3.53, contrastive_acc/train=0.984, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 93%|█████████▎| 436/469 [00:40<00:03, 10.83it/s, v_num=9, loss/train=0.200, alignment/train=0.0893, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 93%|█████████▎| 437/469 [00:40<00:02, 10.84it/s, v_num=9, loss/train=0.200, alignment/train=0.0893, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 93%|█████████▎| 437/469 [00:40<00:02, 10.84it/s, v_num=9, loss/train=0.213, alignment/train=0.0825, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 93%|█████████▎| 438/469 [00:40<00:02, 10.85it/s, v_num=9, loss/train=0.213, alignment/train=0.0825, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 93%|█████████▎| 438/469 [00:40<00:02, 10.85it/s, v_num=9, loss/train=0.257, alignment/train=0.0894, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 94%|█████████▎| 439/469 [00:40<00:02, 10.86it/s, v_num=9, loss/train=0.257, alignment/train=0.0894, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 94%|█████████▎| 439/469 [00:40<00:02, 10.86it/s, v_num=9, loss/train=0.222, alignment/train=0.085, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 94%|█████████▍| 440/469 [00:40<00:02, 10.87it/s, v_num=9, loss/train=0.222, alignment/train=0.085, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 94%|█████████▍| 440/469 [00:40<00:02, 10.87it/s, v_num=9, loss/train=0.180, alignment/train=0.0789, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 94%|█████████▍| 441/469 [00:40<00:02, 10.87it/s, v_num=9, loss/train=0.180, alignment/train=0.0789, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 94%|█████████▍| 441/469 [00:40<00:02, 10.87it/s, v_num=9, loss/train=0.200, alignment/train=0.076, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 94%|█████████▍| 442/469 [00:40<00:02, 10.84it/s, v_num=9, loss/train=0.200, alignment/train=0.076, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 94%|█████████▍| 442/469 [00:40<00:02, 10.84it/s, v_num=9, loss/train=0.226, alignment/train=0.0858, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 94%|█████████▍| 443/469 [00:40<00:02, 10.85it/s, v_num=9, loss/train=0.226, alignment/train=0.0858, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 94%|█████████▍| 443/469 [00:40<00:02, 10.85it/s, v_num=9, loss/train=0.187, alignment/train=0.0842, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 95%|█████████▍| 444/469 [00:40<00:02, 10.85it/s, v_num=9, loss/train=0.187, alignment/train=0.0842, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 95%|█████████▍| 444/469 [00:40<00:02, 10.85it/s, v_num=9, loss/train=0.219, alignment/train=0.0802, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 95%|█████████▍| 445/469 [00:40<00:02, 10.86it/s, v_num=9, loss/train=0.219, alignment/train=0.0802, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 95%|█████████▍| 445/469 [00:40<00:02, 10.86it/s, v_num=9, loss/train=0.181, alignment/train=0.0809, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 95%|█████████▌| 446/469 [00:41<00:02, 10.87it/s, v_num=9, loss/train=0.181, alignment/train=0.0809, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 95%|█████████▌| 446/469 [00:41<00:02, 10.87it/s, v_num=9, loss/train=0.189, alignment/train=0.0823, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 95%|█████████▌| 447/469 [00:41<00:02, 10.86it/s, v_num=9, loss/train=0.189, alignment/train=0.0823, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 95%|█████████▌| 447/469 [00:41<00:02, 10.86it/s, v_num=9, loss/train=0.228, alignment/train=0.087, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 96%|█████████▌| 448/469 [00:41<00:01, 10.85it/s, v_num=9, loss/train=0.228, alignment/train=0.087, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 96%|█████████▌| 448/469 [00:41<00:01, 10.85it/s, v_num=9, loss/train=0.207, alignment/train=0.0915, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 96%|█████████▌| 449/469 [00:41<00:01, 10.84it/s, v_num=9, loss/train=0.207, alignment/train=0.0915, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 96%|█████████▌| 449/469 [00:41<00:01, 10.84it/s, v_num=9, loss/train=0.196, alignment/train=0.0785, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 96%|█████████▌| 450/469 [00:41<00:01, 10.84it/s, v_num=9, loss/train=0.196, alignment/train=0.0785, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 96%|█████████▌| 450/469 [00:41<00:01, 10.84it/s, v_num=9, loss/train=0.181, alignment/train=0.0719, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 96%|█████████▌| 451/469 [00:41<00:01, 10.86it/s, v_num=9, loss/train=0.181, alignment/train=0.0719, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 96%|█████████▌| 451/469 [00:41<00:01, 10.86it/s, v_num=9, loss/train=0.212, alignment/train=0.0789, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 96%|█████████▋| 452/469 [00:41<00:01, 10.87it/s, v_num=9, loss/train=0.212, alignment/train=0.0789, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 96%|█████████▋| 452/469 [00:41<00:01, 10.87it/s, v_num=9, loss/train=0.186, alignment/train=0.0867, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 97%|█████████▋| 453/469 [00:41<00:01, 10.89it/s, v_num=9, loss/train=0.186, alignment/train=0.0867, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 97%|█████████▋| 453/469 [00:41<00:01, 10.89it/s, v_num=9, loss/train=0.283, alignment/train=0.0927, uniformity/train=-3.50, contrastive_acc/train=0.977, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 97%|█████████▋| 454/469 [00:41<00:01, 10.90it/s, v_num=9, loss/train=0.283, alignment/train=0.0927, uniformity/train=-3.50, contrastive_acc/train=0.977, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 97%|█████████▋| 454/469 [00:41<00:01, 10.90it/s, v_num=9, loss/train=0.229, alignment/train=0.0959, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 97%|█████████▋| 455/469 [00:41<00:01, 10.91it/s, v_num=9, loss/train=0.229, alignment/train=0.0959, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 97%|█████████▋| 455/469 [00:41<00:01, 10.91it/s, v_num=9, loss/train=0.181, alignment/train=0.0759, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 97%|█████████▋| 456/469 [00:41<00:01, 10.93it/s, v_num=9, loss/train=0.181, alignment/train=0.0759, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 97%|█████████▋| 456/469 [00:41<00:01, 10.93it/s, v_num=9, loss/train=0.171, alignment/train=0.0838, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 97%|█████████▋| 457/469 [00:41<00:01, 10.94it/s, v_num=9, loss/train=0.171, alignment/train=0.0838, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 97%|█████████▋| 457/469 [00:41<00:01, 10.94it/s, v_num=9, loss/train=0.196, alignment/train=0.0794, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 98%|█████████▊| 458/469 [00:41<00:01, 10.96it/s, v_num=9, loss/train=0.196, alignment/train=0.0794, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 98%|█████████▊| 458/469 [00:41<00:01, 10.95it/s, v_num=9, loss/train=0.206, alignment/train=0.0777, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 98%|█████████▊| 459/469 [00:41<00:00, 10.97it/s, v_num=9, loss/train=0.206, alignment/train=0.0777, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 98%|█████████▊| 459/469 [00:41<00:00, 10.97it/s, v_num=9, loss/train=0.208, alignment/train=0.0894, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 98%|█████████▊| 460/469 [00:41<00:00, 10.98it/s, v_num=9, loss/train=0.208, alignment/train=0.0894, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 98%|█████████▊| 460/469 [00:41<00:00, 10.98it/s, v_num=9, loss/train=0.193, alignment/train=0.0782, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 98%|█████████▊| 461/469 [00:41<00:00, 11.00it/s, v_num=9, loss/train=0.193, alignment/train=0.0782, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 98%|█████████▊| 461/469 [00:41<00:00, 11.00it/s, v_num=9, loss/train=0.184, alignment/train=0.0814, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 99%|█████████▊| 462/469 [00:41<00:00, 11.01it/s, v_num=9, loss/train=0.184, alignment/train=0.0814, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 99%|█████████▊| 462/469 [00:41<00:00, 11.01it/s, v_num=9, loss/train=0.229, alignment/train=0.0853, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 99%|█████████▊| 463/469 [00:41<00:00, 11.03it/s, v_num=9, loss/train=0.229, alignment/train=0.0853, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 99%|█████████▊| 463/469 [00:41<00:00, 11.03it/s, v_num=9, loss/train=0.205, alignment/train=0.0726, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 99%|█████████▉| 464/469 [00:42<00:00, 11.04it/s, v_num=9, loss/train=0.205, alignment/train=0.0726, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 99%|█████████▉| 464/469 [00:42<00:00, 11.04it/s, v_num=9, loss/train=0.194, alignment/train=0.0783, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 99%|█████████▉| 465/469 [00:42<00:00, 11.05it/s, v_num=9, loss/train=0.194, alignment/train=0.0783, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 99%|█████████▉| 465/469 [00:42<00:00, 11.05it/s, v_num=9, loss/train=0.222, alignment/train=0.0894, uniformity/train=-3.53, contrastive_acc/train=0.988, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 99%|█████████▉| 466/469 [00:42<00:00, 11.07it/s, v_num=9, loss/train=0.222, alignment/train=0.0894, uniformity/train=-3.53, contrastive_acc/train=0.988, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 99%|█████████▉| 466/469 [00:42<00:00, 11.07it/s, v_num=9, loss/train=0.163, alignment/train=0.0683, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 100%|█████████▉| 467/469 [00:42<00:00, 11.08it/s, v_num=9, loss/train=0.163, alignment/train=0.0683, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 100%|█████████▉| 467/469 [00:42<00:00, 11.08it/s, v_num=9, loss/train=0.189, alignment/train=0.0936, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 100%|█████████▉| 468/469 [00:42<00:00, 11.10it/s, v_num=9, loss/train=0.189, alignment/train=0.0936, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 100%|█████████▉| 468/469 [00:42<00:00, 11.10it/s, v_num=9, loss/train=0.196, alignment/train=0.084, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 100%|██████████| 469/469 [00:42<00:00, 11.11it/s, v_num=9, loss/train=0.196, alignment/train=0.084, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 100%|██████████| 469/469 [00:42<00:00, 11.11it/s, v_num=9, loss/train=0.141, alignment/train=0.0876, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
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Validation DataLoader 0: 78%|███████▊ | 62/79 [00:04<00:01, 13.55it/s]
Validation DataLoader 0: 80%|███████▉ | 63/79 [00:04<00:01, 13.72it/s]
Validation DataLoader 0: 81%|████████ | 64/79 [00:04<00:01, 13.90it/s]
Validation DataLoader 0: 82%|████████▏ | 65/79 [00:04<00:00, 14.08it/s]
Validation DataLoader 0: 84%|████████▎ | 66/79 [00:04<00:00, 14.26it/s]
Validation DataLoader 0: 85%|████████▍ | 67/79 [00:04<00:00, 14.45it/s]
Validation DataLoader 0: 86%|████████▌ | 68/79 [00:04<00:00, 14.63it/s]
Validation DataLoader 0: 87%|████████▋ | 69/79 [00:04<00:00, 14.80it/s]
Validation DataLoader 0: 89%|████████▊ | 70/79 [00:04<00:00, 14.98it/s]
Validation DataLoader 0: 90%|████████▉ | 71/79 [00:04<00:00, 15.17it/s]
Validation DataLoader 0: 91%|█████████ | 72/79 [00:04<00:00, 15.34it/s]
Validation DataLoader 0: 92%|█████████▏| 73/79 [00:04<00:00, 15.51it/s]
Validation DataLoader 0: 94%|█████████▎| 74/79 [00:04<00:00, 15.69it/s]
Validation DataLoader 0: 95%|█████████▍| 75/79 [00:04<00:00, 15.87it/s]
Validation DataLoader 0: 96%|█████████▌| 76/79 [00:04<00:00, 16.04it/s]
Validation DataLoader 0: 97%|█████████▋| 77/79 [00:04<00:00, 16.22it/s]
Validation DataLoader 0: 99%|█████████▊| 78/79 [00:04<00:00, 16.39it/s]
Validation DataLoader 0: 100%|██████████| 79/79 [00:04<00:00, 16.58it/s]
Epoch 13: 100%|██████████| 469/469 [00:49<00:00, 9.52it/s, v_num=9, loss/train=0.141, alignment/train=0.0876, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 13: 100%|██████████| 469/469 [00:49<00:00, 9.52it/s, v_num=9, loss/train=0.141, alignment/train=0.0876, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 13: 0%| | 0/469 [00:00<?, ?it/s, v_num=9, loss/train=0.141, alignment/train=0.0876, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 0%| | 0/469 [00:00<?, ?it/s, v_num=9, loss/train=0.141, alignment/train=0.0876, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 0%| | 1/469 [00:01<13:11, 0.59it/s, v_num=9, loss/train=0.141, alignment/train=0.0876, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 0%| | 1/469 [00:01<13:12, 0.59it/s, v_num=9, loss/train=0.214, alignment/train=0.0893, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 0%| | 2/469 [00:01<06:47, 1.14it/s, v_num=9, loss/train=0.214, alignment/train=0.0893, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 0%| | 2/469 [00:01<06:48, 1.14it/s, v_num=9, loss/train=0.190, alignment/train=0.0796, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 1%| | 3/469 [00:01<04:44, 1.64it/s, v_num=9, loss/train=0.190, alignment/train=0.0796, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 1%| | 3/469 [00:01<04:44, 1.64it/s, v_num=9, loss/train=0.195, alignment/train=0.0832, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 1%| | 4/469 [00:01<03:39, 2.12it/s, v_num=9, loss/train=0.195, alignment/train=0.0832, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 1%| | 4/469 [00:01<03:39, 2.12it/s, v_num=9, loss/train=0.197, alignment/train=0.0824, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 1%| | 5/469 [00:02<03:09, 2.45it/s, v_num=9, loss/train=0.197, alignment/train=0.0824, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 1%| | 5/469 [00:02<03:09, 2.45it/s, v_num=9, loss/train=0.213, alignment/train=0.0806, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 1%|▏ | 6/469 [00:02<02:43, 2.84it/s, v_num=9, loss/train=0.213, alignment/train=0.0806, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 1%|▏ | 6/469 [00:02<02:43, 2.84it/s, v_num=9, loss/train=0.186, alignment/train=0.0923, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 1%|▏ | 7/469 [00:02<02:23, 3.22it/s, v_num=9, loss/train=0.186, alignment/train=0.0923, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 1%|▏ | 7/469 [00:02<02:23, 3.22it/s, v_num=9, loss/train=0.193, alignment/train=0.0838, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 2%|▏ | 8/469 [00:02<02:11, 3.52it/s, v_num=9, loss/train=0.193, alignment/train=0.0838, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 2%|▏ | 8/469 [00:02<02:11, 3.52it/s, v_num=9, loss/train=0.222, alignment/train=0.092, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 2%|▏ | 9/469 [00:02<02:00, 3.81it/s, v_num=9, loss/train=0.222, alignment/train=0.092, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 2%|▏ | 9/469 [00:02<02:00, 3.81it/s, v_num=9, loss/train=0.199, alignment/train=0.089, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 2%|▏ | 10/469 [00:02<01:52, 4.07it/s, v_num=9, loss/train=0.199, alignment/train=0.089, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 2%|▏ | 10/469 [00:02<01:52, 4.07it/s, v_num=9, loss/train=0.179, alignment/train=0.0883, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 2%|▏ | 11/469 [00:02<01:46, 4.32it/s, v_num=9, loss/train=0.179, alignment/train=0.0883, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 2%|▏ | 11/469 [00:02<01:46, 4.31it/s, v_num=9, loss/train=0.202, alignment/train=0.084, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 3%|▎ | 12/469 [00:02<01:40, 4.55it/s, v_num=9, loss/train=0.202, alignment/train=0.084, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 3%|▎ | 12/469 [00:02<01:40, 4.55it/s, v_num=9, loss/train=0.178, alignment/train=0.0889, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 3%|▎ | 13/469 [00:02<01:34, 4.82it/s, v_num=9, loss/train=0.178, alignment/train=0.0889, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 3%|▎ | 13/469 [00:02<01:34, 4.82it/s, v_num=9, loss/train=0.184, alignment/train=0.0802, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 3%|▎ | 14/469 [00:02<01:30, 5.05it/s, v_num=9, loss/train=0.184, alignment/train=0.0802, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 3%|▎ | 14/469 [00:02<01:30, 5.05it/s, v_num=9, loss/train=0.175, alignment/train=0.0828, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 3%|▎ | 15/469 [00:02<01:27, 5.16it/s, v_num=9, loss/train=0.175, alignment/train=0.0828, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 3%|▎ | 15/469 [00:02<01:28, 5.16it/s, v_num=9, loss/train=0.217, alignment/train=0.0831, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 3%|▎ | 16/469 [00:02<01:24, 5.34it/s, v_num=9, loss/train=0.217, alignment/train=0.0831, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 3%|▎ | 16/469 [00:02<01:24, 5.34it/s, v_num=9, loss/train=0.187, alignment/train=0.0804, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 4%|▎ | 17/469 [00:03<01:21, 5.54it/s, v_num=9, loss/train=0.187, alignment/train=0.0804, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 4%|▎ | 17/469 [00:03<01:21, 5.54it/s, v_num=9, loss/train=0.218, alignment/train=0.0997, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 4%|▍ | 18/469 [00:03<01:19, 5.68it/s, v_num=9, loss/train=0.218, alignment/train=0.0997, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 4%|▍ | 18/469 [00:03<01:19, 5.68it/s, v_num=9, loss/train=0.246, alignment/train=0.0966, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 4%|▍ | 19/469 [00:03<01:17, 5.84it/s, v_num=9, loss/train=0.246, alignment/train=0.0966, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 4%|▍ | 19/469 [00:03<01:17, 5.84it/s, v_num=9, loss/train=0.189, alignment/train=0.0838, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 4%|▍ | 20/469 [00:03<01:14, 5.99it/s, v_num=9, loss/train=0.189, alignment/train=0.0838, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 4%|▍ | 20/469 [00:03<01:14, 5.99it/s, v_num=9, loss/train=0.220, alignment/train=0.0847, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 4%|▍ | 21/469 [00:03<01:13, 6.09it/s, v_num=9, loss/train=0.220, alignment/train=0.0847, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 4%|▍ | 21/469 [00:03<01:13, 6.09it/s, v_num=9, loss/train=0.212, alignment/train=0.0809, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 5%|▍ | 22/469 [00:03<01:11, 6.22it/s, v_num=9, loss/train=0.212, alignment/train=0.0809, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 5%|▍ | 22/469 [00:03<01:11, 6.22it/s, v_num=9, loss/train=0.205, alignment/train=0.0862, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 5%|▍ | 23/469 [00:03<01:09, 6.40it/s, v_num=9, loss/train=0.205, alignment/train=0.0862, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 5%|▍ | 23/469 [00:03<01:09, 6.40it/s, v_num=9, loss/train=0.194, alignment/train=0.0825, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 5%|▌ | 24/469 [00:03<01:08, 6.49it/s, v_num=9, loss/train=0.194, alignment/train=0.0825, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 5%|▌ | 24/469 [00:03<01:08, 6.49it/s, v_num=9, loss/train=0.183, alignment/train=0.0905, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 5%|▌ | 25/469 [00:03<01:07, 6.58it/s, v_num=9, loss/train=0.183, alignment/train=0.0905, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 5%|▌ | 25/469 [00:03<01:07, 6.58it/s, v_num=9, loss/train=0.225, alignment/train=0.0929, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 6%|▌ | 26/469 [00:03<01:05, 6.75it/s, v_num=9, loss/train=0.225, alignment/train=0.0929, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 6%|▌ | 26/469 [00:03<01:05, 6.75it/s, v_num=9, loss/train=0.250, alignment/train=0.0847, uniformity/train=-3.51, contrastive_acc/train=0.988, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 6%|▌ | 27/469 [00:03<01:04, 6.88it/s, v_num=9, loss/train=0.250, alignment/train=0.0847, uniformity/train=-3.51, contrastive_acc/train=0.988, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 6%|▌ | 27/469 [00:03<01:04, 6.88it/s, v_num=9, loss/train=0.193, alignment/train=0.0809, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 6%|▌ | 28/469 [00:04<01:03, 6.95it/s, v_num=9, loss/train=0.193, alignment/train=0.0809, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 6%|▌ | 28/469 [00:04<01:03, 6.95it/s, v_num=9, loss/train=0.178, alignment/train=0.0858, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 6%|▌ | 29/469 [00:04<01:02, 7.00it/s, v_num=9, loss/train=0.178, alignment/train=0.0858, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 6%|▌ | 29/469 [00:04<01:02, 7.00it/s, v_num=9, loss/train=0.167, alignment/train=0.0686, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 6%|▋ | 30/469 [00:04<01:02, 7.02it/s, v_num=9, loss/train=0.167, alignment/train=0.0686, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 6%|▋ | 30/469 [00:04<01:02, 7.02it/s, v_num=9, loss/train=0.173, alignment/train=0.0823, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 7%|▋ | 31/469 [00:04<01:01, 7.16it/s, v_num=9, loss/train=0.173, alignment/train=0.0823, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 7%|▋ | 31/469 [00:04<01:01, 7.15it/s, v_num=9, loss/train=0.207, alignment/train=0.079, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 7%|▋ | 32/469 [00:04<01:00, 7.24it/s, v_num=9, loss/train=0.207, alignment/train=0.079, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 7%|▋ | 32/469 [00:04<01:00, 7.24it/s, v_num=9, loss/train=0.195, alignment/train=0.0874, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 7%|▋ | 33/469 [00:04<00:59, 7.31it/s, v_num=9, loss/train=0.195, alignment/train=0.0874, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 7%|▋ | 33/469 [00:04<00:59, 7.31it/s, v_num=9, loss/train=0.220, alignment/train=0.0798, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 7%|▋ | 34/469 [00:04<00:58, 7.43it/s, v_num=9, loss/train=0.220, alignment/train=0.0798, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 7%|▋ | 34/469 [00:04<00:58, 7.43it/s, v_num=9, loss/train=0.180, alignment/train=0.0958, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 7%|▋ | 35/469 [00:04<00:58, 7.48it/s, v_num=9, loss/train=0.180, alignment/train=0.0958, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 7%|▋ | 35/469 [00:04<00:58, 7.48it/s, v_num=9, loss/train=0.182, alignment/train=0.0752, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 8%|▊ | 36/469 [00:04<00:57, 7.53it/s, v_num=9, loss/train=0.182, alignment/train=0.0752, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 8%|▊ | 36/469 [00:04<00:57, 7.53it/s, v_num=9, loss/train=0.206, alignment/train=0.0718, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 8%|▊ | 37/469 [00:04<00:56, 7.63it/s, v_num=9, loss/train=0.206, alignment/train=0.0718, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 8%|▊ | 37/469 [00:04<00:56, 7.63it/s, v_num=9, loss/train=0.177, alignment/train=0.0746, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 8%|▊ | 38/469 [00:04<00:56, 7.69it/s, v_num=9, loss/train=0.177, alignment/train=0.0746, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 8%|▊ | 38/469 [00:04<00:56, 7.69it/s, v_num=9, loss/train=0.206, alignment/train=0.0954, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 8%|▊ | 39/469 [00:05<00:55, 7.80it/s, v_num=9, loss/train=0.206, alignment/train=0.0954, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 8%|▊ | 39/469 [00:05<00:55, 7.80it/s, v_num=9, loss/train=0.253, alignment/train=0.0932, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 9%|▊ | 40/469 [00:05<00:54, 7.83it/s, v_num=9, loss/train=0.253, alignment/train=0.0932, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 9%|▊ | 40/469 [00:05<00:54, 7.83it/s, v_num=9, loss/train=0.216, alignment/train=0.0795, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 9%|▊ | 41/469 [00:05<00:54, 7.88it/s, v_num=9, loss/train=0.216, alignment/train=0.0795, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 9%|▊ | 41/469 [00:05<00:54, 7.88it/s, v_num=9, loss/train=0.241, alignment/train=0.0961, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 9%|▉ | 42/469 [00:05<00:54, 7.88it/s, v_num=9, loss/train=0.241, alignment/train=0.0961, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 9%|▉ | 42/469 [00:05<00:54, 7.87it/s, v_num=9, loss/train=0.176, alignment/train=0.0788, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 9%|▉ | 43/469 [00:05<00:53, 7.95it/s, v_num=9, loss/train=0.176, alignment/train=0.0788, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 9%|▉ | 43/469 [00:05<00:53, 7.95it/s, v_num=9, loss/train=0.186, alignment/train=0.0694, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 9%|▉ | 44/469 [00:05<00:52, 8.05it/s, v_num=9, loss/train=0.186, alignment/train=0.0694, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 9%|▉ | 44/469 [00:05<00:52, 8.04it/s, v_num=9, loss/train=0.233, alignment/train=0.0831, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 10%|▉ | 45/469 [00:05<00:52, 8.11it/s, v_num=9, loss/train=0.233, alignment/train=0.0831, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 10%|▉ | 45/469 [00:05<00:52, 8.11it/s, v_num=9, loss/train=0.198, alignment/train=0.0929, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 10%|▉ | 46/469 [00:05<00:51, 8.13it/s, v_num=9, loss/train=0.198, alignment/train=0.0929, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 10%|▉ | 46/469 [00:05<00:52, 8.13it/s, v_num=9, loss/train=0.180, alignment/train=0.0775, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 10%|█ | 47/469 [00:05<00:51, 8.13it/s, v_num=9, loss/train=0.180, alignment/train=0.0775, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 10%|█ | 47/469 [00:05<00:51, 8.13it/s, v_num=9, loss/train=0.187, alignment/train=0.0839, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 10%|█ | 48/469 [00:05<00:51, 8.22it/s, v_num=9, loss/train=0.187, alignment/train=0.0839, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 10%|█ | 48/469 [00:05<00:51, 8.22it/s, v_num=9, loss/train=0.225, alignment/train=0.0906, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 10%|█ | 49/469 [00:05<00:50, 8.31it/s, v_num=9, loss/train=0.225, alignment/train=0.0906, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 10%|█ | 49/469 [00:05<00:50, 8.31it/s, v_num=9, loss/train=0.225, alignment/train=0.0799, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 11%|█ | 50/469 [00:05<00:50, 8.34it/s, v_num=9, loss/train=0.225, alignment/train=0.0799, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 11%|█ | 50/469 [00:05<00:50, 8.34it/s, v_num=9, loss/train=0.257, alignment/train=0.0854, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 11%|█ | 51/469 [00:06<00:49, 8.36it/s, v_num=9, loss/train=0.257, alignment/train=0.0854, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 11%|█ | 51/469 [00:06<00:49, 8.36it/s, v_num=9, loss/train=0.217, alignment/train=0.0781, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 11%|█ | 52/469 [00:06<00:49, 8.36it/s, v_num=9, loss/train=0.217, alignment/train=0.0781, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 11%|█ | 52/469 [00:06<00:49, 8.35it/s, v_num=9, loss/train=0.196, alignment/train=0.0824, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 11%|█▏ | 53/469 [00:06<00:49, 8.43it/s, v_num=9, loss/train=0.196, alignment/train=0.0824, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 11%|█▏ | 53/469 [00:06<00:49, 8.43it/s, v_num=9, loss/train=0.204, alignment/train=0.0806, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 12%|█▏ | 54/469 [00:06<00:49, 8.47it/s, v_num=9, loss/train=0.204, alignment/train=0.0806, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 12%|█▏ | 54/469 [00:06<00:49, 8.47it/s, v_num=9, loss/train=0.171, alignment/train=0.0732, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 12%|█▏ | 55/469 [00:06<00:49, 8.45it/s, v_num=9, loss/train=0.171, alignment/train=0.0732, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 12%|█▏ | 55/469 [00:06<00:49, 8.45it/s, v_num=9, loss/train=0.176, alignment/train=0.0873, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 12%|█▏ | 56/469 [00:06<00:48, 8.52it/s, v_num=9, loss/train=0.176, alignment/train=0.0873, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 12%|█▏ | 56/469 [00:06<00:48, 8.52it/s, v_num=9, loss/train=0.192, alignment/train=0.0786, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 12%|█▏ | 57/469 [00:06<00:47, 8.60it/s, v_num=9, loss/train=0.192, alignment/train=0.0786, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 12%|█▏ | 57/469 [00:06<00:47, 8.60it/s, v_num=9, loss/train=0.173, alignment/train=0.0781, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 12%|█▏ | 58/469 [00:06<00:47, 8.58it/s, v_num=9, loss/train=0.173, alignment/train=0.0781, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 12%|█▏ | 58/469 [00:06<00:47, 8.58it/s, v_num=9, loss/train=0.176, alignment/train=0.0802, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 13%|█▎ | 59/469 [00:06<00:47, 8.64it/s, v_num=9, loss/train=0.176, alignment/train=0.0802, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 13%|█▎ | 59/469 [00:06<00:47, 8.64it/s, v_num=9, loss/train=0.195, alignment/train=0.0875, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 13%|█▎ | 60/469 [00:06<00:47, 8.68it/s, v_num=9, loss/train=0.195, alignment/train=0.0875, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 13%|█▎ | 60/469 [00:06<00:47, 8.67it/s, v_num=9, loss/train=0.189, alignment/train=0.0857, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 13%|█▎ | 61/469 [00:06<00:46, 8.75it/s, v_num=9, loss/train=0.189, alignment/train=0.0857, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 13%|█▎ | 61/469 [00:06<00:46, 8.74it/s, v_num=9, loss/train=0.200, alignment/train=0.0845, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 13%|█▎ | 62/469 [00:07<00:46, 8.73it/s, v_num=9, loss/train=0.200, alignment/train=0.0845, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 13%|█▎ | 62/469 [00:07<00:46, 8.73it/s, v_num=9, loss/train=0.185, alignment/train=0.0865, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 13%|█▎ | 63/469 [00:07<00:46, 8.80it/s, v_num=9, loss/train=0.185, alignment/train=0.0865, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 13%|█▎ | 63/469 [00:07<00:46, 8.80it/s, v_num=9, loss/train=0.181, alignment/train=0.0946, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 14%|█▎ | 64/469 [00:07<00:45, 8.86it/s, v_num=9, loss/train=0.181, alignment/train=0.0946, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 14%|█▎ | 64/469 [00:07<00:45, 8.86it/s, v_num=9, loss/train=0.208, alignment/train=0.0814, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 14%|█▍ | 65/469 [00:07<00:45, 8.86it/s, v_num=9, loss/train=0.208, alignment/train=0.0814, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 14%|█▍ | 65/469 [00:07<00:45, 8.85it/s, v_num=9, loss/train=0.205, alignment/train=0.0745, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 14%|█▍ | 66/469 [00:07<00:45, 8.81it/s, v_num=9, loss/train=0.205, alignment/train=0.0745, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 14%|█▍ | 66/469 [00:07<00:45, 8.81it/s, v_num=9, loss/train=0.189, alignment/train=0.0765, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 14%|█▍ | 67/469 [00:07<00:45, 8.88it/s, v_num=9, loss/train=0.189, alignment/train=0.0765, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 14%|█▍ | 67/469 [00:07<00:45, 8.88it/s, v_num=9, loss/train=0.227, alignment/train=0.0903, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 14%|█▍ | 68/469 [00:07<00:44, 8.93it/s, v_num=9, loss/train=0.227, alignment/train=0.0903, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 14%|█▍ | 68/469 [00:07<00:44, 8.93it/s, v_num=9, loss/train=0.176, alignment/train=0.0762, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 15%|█▍ | 69/469 [00:07<00:44, 8.96it/s, v_num=9, loss/train=0.176, alignment/train=0.0762, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 15%|█▍ | 69/469 [00:07<00:44, 8.96it/s, v_num=9, loss/train=0.192, alignment/train=0.0842, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 15%|█▍ | 70/469 [00:07<00:44, 9.00it/s, v_num=9, loss/train=0.192, alignment/train=0.0842, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 15%|█▍ | 70/469 [00:07<00:44, 9.00it/s, v_num=9, loss/train=0.208, alignment/train=0.0903, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 15%|█▌ | 71/469 [00:07<00:44, 9.01it/s, v_num=9, loss/train=0.208, alignment/train=0.0903, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 15%|█▌ | 71/469 [00:07<00:44, 9.01it/s, v_num=9, loss/train=0.257, alignment/train=0.0902, uniformity/train=-3.53, contrastive_acc/train=0.988, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 15%|█▌ | 72/469 [00:08<00:44, 8.99it/s, v_num=9, loss/train=0.257, alignment/train=0.0902, uniformity/train=-3.53, contrastive_acc/train=0.988, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 15%|█▌ | 72/469 [00:08<00:44, 8.99it/s, v_num=9, loss/train=0.244, alignment/train=0.0795, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 16%|█▌ | 73/469 [00:08<00:43, 9.04it/s, v_num=9, loss/train=0.244, alignment/train=0.0795, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 16%|█▌ | 73/469 [00:08<00:43, 9.03it/s, v_num=9, loss/train=0.248, alignment/train=0.0912, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 16%|█▌ | 74/469 [00:08<00:43, 9.06it/s, v_num=9, loss/train=0.248, alignment/train=0.0912, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 16%|█▌ | 74/469 [00:08<00:43, 9.06it/s, v_num=9, loss/train=0.168, alignment/train=0.0823, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 16%|█▌ | 75/469 [00:08<00:43, 9.12it/s, v_num=9, loss/train=0.168, alignment/train=0.0823, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 16%|█▌ | 75/469 [00:08<00:43, 9.12it/s, v_num=9, loss/train=0.176, alignment/train=0.0763, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 16%|█▌ | 76/469 [00:08<00:42, 9.18it/s, v_num=9, loss/train=0.176, alignment/train=0.0763, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 16%|█▌ | 76/469 [00:08<00:42, 9.18it/s, v_num=9, loss/train=0.165, alignment/train=0.0823, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 16%|█▋ | 77/469 [00:08<00:42, 9.18it/s, v_num=9, loss/train=0.165, alignment/train=0.0823, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 16%|█▋ | 77/469 [00:08<00:42, 9.18it/s, v_num=9, loss/train=0.180, alignment/train=0.0786, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 17%|█▋ | 78/469 [00:08<00:42, 9.16it/s, v_num=9, loss/train=0.180, alignment/train=0.0786, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 17%|█▋ | 78/469 [00:08<00:42, 9.16it/s, v_num=9, loss/train=0.227, alignment/train=0.0929, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 17%|█▋ | 79/469 [00:08<00:42, 9.18it/s, v_num=9, loss/train=0.227, alignment/train=0.0929, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 17%|█▋ | 79/469 [00:08<00:42, 9.18it/s, v_num=9, loss/train=0.210, alignment/train=0.0932, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 17%|█▋ | 80/469 [00:08<00:42, 9.23it/s, v_num=9, loss/train=0.210, alignment/train=0.0932, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 17%|█▋ | 80/469 [00:08<00:42, 9.23it/s, v_num=9, loss/train=0.186, alignment/train=0.0783, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 17%|█▋ | 81/469 [00:08<00:41, 9.24it/s, v_num=9, loss/train=0.186, alignment/train=0.0783, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 17%|█▋ | 81/469 [00:08<00:42, 9.24it/s, v_num=9, loss/train=0.206, alignment/train=0.0767, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 17%|█▋ | 82/469 [00:08<00:41, 9.25it/s, v_num=9, loss/train=0.206, alignment/train=0.0767, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 17%|█▋ | 82/469 [00:08<00:41, 9.24it/s, v_num=9, loss/train=0.240, alignment/train=0.0992, uniformity/train=-3.54, contrastive_acc/train=0.988, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 18%|█▊ | 83/469 [00:08<00:41, 9.27it/s, v_num=9, loss/train=0.240, alignment/train=0.0992, uniformity/train=-3.54, contrastive_acc/train=0.988, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 18%|█▊ | 83/469 [00:08<00:41, 9.27it/s, v_num=9, loss/train=0.200, alignment/train=0.0867, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 18%|█▊ | 84/469 [00:09<00:41, 9.29it/s, v_num=9, loss/train=0.200, alignment/train=0.0867, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 18%|█▊ | 84/469 [00:09<00:41, 9.28it/s, v_num=9, loss/train=0.203, alignment/train=0.0729, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 18%|█▊ | 85/469 [00:09<00:41, 9.32it/s, v_num=9, loss/train=0.203, alignment/train=0.0729, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 18%|█▊ | 85/469 [00:09<00:41, 9.32it/s, v_num=9, loss/train=0.224, alignment/train=0.0888, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 18%|█▊ | 86/469 [00:09<00:41, 9.32it/s, v_num=9, loss/train=0.224, alignment/train=0.0888, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 18%|█▊ | 86/469 [00:09<00:41, 9.32it/s, v_num=9, loss/train=0.194, alignment/train=0.0802, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 19%|█▊ | 87/469 [00:09<00:40, 9.33it/s, v_num=9, loss/train=0.194, alignment/train=0.0802, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 19%|█▊ | 87/469 [00:09<00:40, 9.33it/s, v_num=9, loss/train=0.212, alignment/train=0.0844, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 19%|█▉ | 88/469 [00:09<00:40, 9.38it/s, v_num=9, loss/train=0.212, alignment/train=0.0844, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 19%|█▉ | 88/469 [00:09<00:40, 9.38it/s, v_num=9, loss/train=0.187, alignment/train=0.0792, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 19%|█▉ | 89/469 [00:09<00:40, 9.37it/s, v_num=9, loss/train=0.187, alignment/train=0.0792, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 19%|█▉ | 89/469 [00:09<00:40, 9.37it/s, v_num=9, loss/train=0.231, alignment/train=0.0748, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 19%|█▉ | 90/469 [00:09<00:40, 9.38it/s, v_num=9, loss/train=0.231, alignment/train=0.0748, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 19%|█▉ | 90/469 [00:09<00:40, 9.38it/s, v_num=9, loss/train=0.226, alignment/train=0.0872, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 19%|█▉ | 91/469 [00:09<00:40, 9.43it/s, v_num=9, loss/train=0.226, alignment/train=0.0872, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 19%|█▉ | 91/469 [00:09<00:40, 9.43it/s, v_num=9, loss/train=0.244, alignment/train=0.100, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 20%|█▉ | 92/469 [00:09<00:40, 9.40it/s, v_num=9, loss/train=0.244, alignment/train=0.100, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 20%|█▉ | 92/469 [00:09<00:40, 9.40it/s, v_num=9, loss/train=0.190, alignment/train=0.0886, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 20%|█▉ | 93/469 [00:09<00:39, 9.45it/s, v_num=9, loss/train=0.190, alignment/train=0.0886, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 20%|█▉ | 93/469 [00:09<00:39, 9.44it/s, v_num=9, loss/train=0.202, alignment/train=0.0805, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 20%|██ | 94/469 [00:09<00:39, 9.49it/s, v_num=9, loss/train=0.202, alignment/train=0.0805, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 20%|██ | 94/469 [00:09<00:39, 9.49it/s, v_num=9, loss/train=0.201, alignment/train=0.0784, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 20%|██ | 95/469 [00:09<00:39, 9.53it/s, v_num=9, loss/train=0.201, alignment/train=0.0784, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 20%|██ | 95/469 [00:09<00:39, 9.53it/s, v_num=9, loss/train=0.223, alignment/train=0.0894, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 20%|██ | 96/469 [00:10<00:39, 9.55it/s, v_num=9, loss/train=0.223, alignment/train=0.0894, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 20%|██ | 96/469 [00:10<00:39, 9.55it/s, v_num=9, loss/train=0.232, alignment/train=0.080, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 21%|██ | 97/469 [00:10<00:39, 9.49it/s, v_num=9, loss/train=0.232, alignment/train=0.080, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 21%|██ | 97/469 [00:10<00:39, 9.48it/s, v_num=9, loss/train=0.204, alignment/train=0.0817, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 21%|██ | 98/469 [00:10<00:38, 9.53it/s, v_num=9, loss/train=0.204, alignment/train=0.0817, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 21%|██ | 98/469 [00:10<00:38, 9.53it/s, v_num=9, loss/train=0.244, alignment/train=0.0817, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 21%|██ | 99/469 [00:10<00:38, 9.56it/s, v_num=9, loss/train=0.244, alignment/train=0.0817, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 21%|██ | 99/469 [00:10<00:38, 9.56it/s, v_num=9, loss/train=0.176, alignment/train=0.0773, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 21%|██▏ | 100/469 [00:10<00:38, 9.59it/s, v_num=9, loss/train=0.176, alignment/train=0.0773, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 21%|██▏ | 100/469 [00:10<00:38, 9.59it/s, v_num=9, loss/train=0.193, alignment/train=0.0743, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 22%|██▏ | 101/469 [00:10<00:38, 9.62it/s, v_num=9, loss/train=0.193, alignment/train=0.0743, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 22%|██▏ | 101/469 [00:10<00:38, 9.62it/s, v_num=9, loss/train=0.217, alignment/train=0.0783, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 22%|██▏ | 102/469 [00:10<00:38, 9.61it/s, v_num=9, loss/train=0.217, alignment/train=0.0783, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 22%|██▏ | 102/469 [00:10<00:38, 9.61it/s, v_num=9, loss/train=0.248, alignment/train=0.0841, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 22%|██▏ | 103/469 [00:10<00:38, 9.61it/s, v_num=9, loss/train=0.248, alignment/train=0.0841, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 22%|██▏ | 103/469 [00:10<00:38, 9.61it/s, v_num=9, loss/train=0.210, alignment/train=0.0876, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 22%|██▏ | 104/469 [00:10<00:37, 9.64it/s, v_num=9, loss/train=0.210, alignment/train=0.0876, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 22%|██▏ | 104/469 [00:10<00:37, 9.64it/s, v_num=9, loss/train=0.222, alignment/train=0.0786, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 22%|██▏ | 105/469 [00:10<00:37, 9.62it/s, v_num=9, loss/train=0.222, alignment/train=0.0786, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 22%|██▏ | 105/469 [00:10<00:37, 9.62it/s, v_num=9, loss/train=0.191, alignment/train=0.0783, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 23%|██▎ | 106/469 [00:11<00:38, 9.51it/s, v_num=9, loss/train=0.191, alignment/train=0.0783, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 23%|██▎ | 106/469 [00:11<00:38, 9.51it/s, v_num=9, loss/train=0.207, alignment/train=0.0829, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 23%|██▎ | 107/469 [00:11<00:37, 9.56it/s, v_num=9, loss/train=0.207, alignment/train=0.0829, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 23%|██▎ | 107/469 [00:11<00:37, 9.56it/s, v_num=9, loss/train=0.254, alignment/train=0.0962, uniformity/train=-3.49, contrastive_acc/train=0.988, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 23%|██▎ | 108/469 [00:11<00:37, 9.59it/s, v_num=9, loss/train=0.254, alignment/train=0.0962, uniformity/train=-3.49, contrastive_acc/train=0.988, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 23%|██▎ | 108/469 [00:11<00:37, 9.59it/s, v_num=9, loss/train=0.158, alignment/train=0.0773, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 23%|██▎ | 109/469 [00:11<00:37, 9.56it/s, v_num=9, loss/train=0.158, alignment/train=0.0773, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 23%|██▎ | 109/469 [00:11<00:37, 9.56it/s, v_num=9, loss/train=0.209, alignment/train=0.0829, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 23%|██▎ | 110/469 [00:11<00:37, 9.60it/s, v_num=9, loss/train=0.209, alignment/train=0.0829, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 23%|██▎ | 110/469 [00:11<00:37, 9.60it/s, v_num=9, loss/train=0.169, alignment/train=0.0823, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 24%|██▎ | 111/469 [00:11<00:37, 9.61it/s, v_num=9, loss/train=0.169, alignment/train=0.0823, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 24%|██▎ | 111/469 [00:11<00:37, 9.61it/s, v_num=9, loss/train=0.173, alignment/train=0.0749, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 24%|██▍ | 112/469 [00:11<00:36, 9.65it/s, v_num=9, loss/train=0.173, alignment/train=0.0749, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 24%|██▍ | 112/469 [00:11<00:36, 9.65it/s, v_num=9, loss/train=0.202, alignment/train=0.076, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 24%|██▍ | 113/469 [00:11<00:36, 9.65it/s, v_num=9, loss/train=0.202, alignment/train=0.076, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 24%|██▍ | 113/469 [00:11<00:36, 9.65it/s, v_num=9, loss/train=0.186, alignment/train=0.0853, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 24%|██▍ | 114/469 [00:11<00:36, 9.68it/s, v_num=9, loss/train=0.186, alignment/train=0.0853, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 24%|██▍ | 114/469 [00:11<00:36, 9.68it/s, v_num=9, loss/train=0.250, alignment/train=0.0883, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 25%|██▍ | 115/469 [00:11<00:36, 9.69it/s, v_num=9, loss/train=0.250, alignment/train=0.0883, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 25%|██▍ | 115/469 [00:11<00:36, 9.69it/s, v_num=9, loss/train=0.178, alignment/train=0.0827, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 25%|██▍ | 116/469 [00:11<00:36, 9.68it/s, v_num=9, loss/train=0.178, alignment/train=0.0827, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 25%|██▍ | 116/469 [00:11<00:36, 9.68it/s, v_num=9, loss/train=0.225, alignment/train=0.0851, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 25%|██▍ | 117/469 [00:12<00:36, 9.71it/s, v_num=9, loss/train=0.225, alignment/train=0.0851, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 25%|██▍ | 117/469 [00:12<00:36, 9.71it/s, v_num=9, loss/train=0.202, alignment/train=0.0739, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 25%|██▌ | 118/469 [00:12<00:36, 9.71it/s, v_num=9, loss/train=0.202, alignment/train=0.0739, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 25%|██▌ | 118/469 [00:12<00:36, 9.71it/s, v_num=9, loss/train=0.206, alignment/train=0.0835, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 25%|██▌ | 119/469 [00:12<00:35, 9.73it/s, v_num=9, loss/train=0.206, alignment/train=0.0835, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 25%|██▌ | 119/469 [00:12<00:35, 9.72it/s, v_num=9, loss/train=0.186, alignment/train=0.0813, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 26%|██▌ | 120/469 [00:12<00:35, 9.72it/s, v_num=9, loss/train=0.186, alignment/train=0.0813, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 26%|██▌ | 120/469 [00:12<00:35, 9.72it/s, v_num=9, loss/train=0.185, alignment/train=0.0823, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 26%|██▌ | 121/469 [00:12<00:35, 9.74it/s, v_num=9, loss/train=0.185, alignment/train=0.0823, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 26%|██▌ | 121/469 [00:12<00:35, 9.74it/s, v_num=9, loss/train=0.164, alignment/train=0.0787, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 26%|██▌ | 122/469 [00:12<00:35, 9.77it/s, v_num=9, loss/train=0.164, alignment/train=0.0787, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 26%|██▌ | 122/469 [00:12<00:35, 9.77it/s, v_num=9, loss/train=0.169, alignment/train=0.0852, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 26%|██▌ | 123/469 [00:12<00:35, 9.75it/s, v_num=9, loss/train=0.169, alignment/train=0.0852, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 26%|██▌ | 123/469 [00:12<00:35, 9.75it/s, v_num=9, loss/train=0.150, alignment/train=0.0806, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 26%|██▋ | 124/469 [00:12<00:35, 9.77it/s, v_num=9, loss/train=0.150, alignment/train=0.0806, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 26%|██▋ | 124/469 [00:12<00:35, 9.77it/s, v_num=9, loss/train=0.191, alignment/train=0.0832, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 27%|██▋ | 125/469 [00:12<00:35, 9.79it/s, v_num=9, loss/train=0.191, alignment/train=0.0832, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 27%|██▋ | 125/469 [00:12<00:35, 9.79it/s, v_num=9, loss/train=0.200, alignment/train=0.0738, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 27%|██▋ | 126/469 [00:12<00:35, 9.77it/s, v_num=9, loss/train=0.200, alignment/train=0.0738, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 27%|██▋ | 126/469 [00:12<00:35, 9.77it/s, v_num=9, loss/train=0.174, alignment/train=0.0831, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 27%|██▋ | 127/469 [00:12<00:34, 9.79it/s, v_num=9, loss/train=0.174, alignment/train=0.0831, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 27%|██▋ | 127/469 [00:12<00:34, 9.79it/s, v_num=9, loss/train=0.153, alignment/train=0.0735, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 27%|██▋ | 128/469 [00:13<00:34, 9.83it/s, v_num=9, loss/train=0.153, alignment/train=0.0735, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 27%|██▋ | 128/469 [00:13<00:34, 9.82it/s, v_num=9, loss/train=0.236, alignment/train=0.0972, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 28%|██▊ | 129/469 [00:13<00:34, 9.80it/s, v_num=9, loss/train=0.236, alignment/train=0.0972, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 28%|██▊ | 129/469 [00:13<00:34, 9.80it/s, v_num=9, loss/train=0.183, alignment/train=0.0792, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 28%|██▊ | 130/469 [00:13<00:34, 9.82it/s, v_num=9, loss/train=0.183, alignment/train=0.0792, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 28%|██▊ | 130/469 [00:13<00:34, 9.81it/s, v_num=9, loss/train=0.192, alignment/train=0.084, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 28%|██▊ | 131/469 [00:13<00:34, 9.84it/s, v_num=9, loss/train=0.192, alignment/train=0.084, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 28%|██▊ | 131/469 [00:13<00:34, 9.84it/s, v_num=9, loss/train=0.197, alignment/train=0.0788, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 28%|██▊ | 132/469 [00:13<00:34, 9.87it/s, v_num=9, loss/train=0.197, alignment/train=0.0788, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 28%|██▊ | 132/469 [00:13<00:34, 9.87it/s, v_num=9, loss/train=0.196, alignment/train=0.0807, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 28%|██▊ | 133/469 [00:13<00:33, 9.90it/s, v_num=9, loss/train=0.196, alignment/train=0.0807, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 28%|██▊ | 133/469 [00:13<00:33, 9.89it/s, v_num=9, loss/train=0.182, alignment/train=0.0807, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 29%|██▊ | 134/469 [00:13<00:33, 9.90it/s, v_num=9, loss/train=0.182, alignment/train=0.0807, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 29%|██▊ | 134/469 [00:13<00:33, 9.90it/s, v_num=9, loss/train=0.234, alignment/train=0.0802, uniformity/train=-3.51, contrastive_acc/train=0.988, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 29%|██▉ | 135/469 [00:13<00:33, 9.88it/s, v_num=9, loss/train=0.234, alignment/train=0.0802, uniformity/train=-3.51, contrastive_acc/train=0.988, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 29%|██▉ | 135/469 [00:13<00:33, 9.88it/s, v_num=9, loss/train=0.186, alignment/train=0.0848, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 29%|██▉ | 136/469 [00:13<00:33, 9.89it/s, v_num=9, loss/train=0.186, alignment/train=0.0848, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 29%|██▉ | 136/469 [00:13<00:33, 9.89it/s, v_num=9, loss/train=0.179, alignment/train=0.0825, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 29%|██▉ | 137/469 [00:13<00:33, 9.92it/s, v_num=9, loss/train=0.179, alignment/train=0.0825, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 29%|██▉ | 137/469 [00:13<00:33, 9.92it/s, v_num=9, loss/train=0.171, alignment/train=0.084, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 29%|██▉ | 138/469 [00:13<00:33, 9.90it/s, v_num=9, loss/train=0.171, alignment/train=0.084, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 29%|██▉ | 138/469 [00:13<00:33, 9.90it/s, v_num=9, loss/train=0.192, alignment/train=0.085, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 30%|██▉ | 139/469 [00:14<00:33, 9.90it/s, v_num=9, loss/train=0.192, alignment/train=0.085, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 30%|██▉ | 139/469 [00:14<00:33, 9.90it/s, v_num=9, loss/train=0.194, alignment/train=0.0891, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 30%|██▉ | 140/469 [00:14<00:33, 9.93it/s, v_num=9, loss/train=0.194, alignment/train=0.0891, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 30%|██▉ | 140/469 [00:14<00:33, 9.93it/s, v_num=9, loss/train=0.203, alignment/train=0.0834, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 30%|███ | 141/469 [00:14<00:33, 9.93it/s, v_num=9, loss/train=0.203, alignment/train=0.0834, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 30%|███ | 141/469 [00:14<00:33, 9.93it/s, v_num=9, loss/train=0.215, alignment/train=0.0794, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 30%|███ | 142/469 [00:14<00:33, 9.90it/s, v_num=9, loss/train=0.215, alignment/train=0.0794, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 30%|███ | 142/469 [00:14<00:33, 9.90it/s, v_num=9, loss/train=0.191, alignment/train=0.0859, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 30%|███ | 143/469 [00:14<00:32, 9.93it/s, v_num=9, loss/train=0.191, alignment/train=0.0859, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 30%|███ | 143/469 [00:14<00:32, 9.93it/s, v_num=9, loss/train=0.206, alignment/train=0.0817, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 31%|███ | 144/469 [00:14<00:32, 9.95it/s, v_num=9, loss/train=0.206, alignment/train=0.0817, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 31%|███ | 144/469 [00:14<00:32, 9.95it/s, v_num=9, loss/train=0.181, alignment/train=0.0916, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 31%|███ | 145/469 [00:14<00:32, 9.94it/s, v_num=9, loss/train=0.181, alignment/train=0.0916, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 31%|███ | 145/469 [00:14<00:32, 9.94it/s, v_num=9, loss/train=0.182, alignment/train=0.088, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 31%|███ | 146/469 [00:14<00:32, 9.97it/s, v_num=9, loss/train=0.182, alignment/train=0.088, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 31%|███ | 146/469 [00:14<00:32, 9.97it/s, v_num=9, loss/train=0.215, alignment/train=0.0844, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 31%|███▏ | 147/469 [00:14<00:32, 9.99it/s, v_num=9, loss/train=0.215, alignment/train=0.0844, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 31%|███▏ | 147/469 [00:14<00:32, 9.99it/s, v_num=9, loss/train=0.186, alignment/train=0.0845, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 32%|███▏ | 148/469 [00:14<00:32, 9.98it/s, v_num=9, loss/train=0.186, alignment/train=0.0845, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 32%|███▏ | 148/469 [00:14<00:32, 9.98it/s, v_num=9, loss/train=0.209, alignment/train=0.0937, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 32%|███▏ | 149/469 [00:14<00:32, 10.00it/s, v_num=9, loss/train=0.209, alignment/train=0.0937, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 32%|███▏ | 149/469 [00:14<00:32, 9.99it/s, v_num=9, loss/train=0.227, alignment/train=0.0819, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 32%|███▏ | 150/469 [00:15<00:31, 9.99it/s, v_num=9, loss/train=0.227, alignment/train=0.0819, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 32%|███▏ | 150/469 [00:15<00:31, 9.99it/s, v_num=9, loss/train=0.191, alignment/train=0.0728, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 32%|███▏ | 151/469 [00:15<00:31, 10.02it/s, v_num=9, loss/train=0.191, alignment/train=0.0728, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 32%|███▏ | 151/469 [00:15<00:31, 10.02it/s, v_num=9, loss/train=0.223, alignment/train=0.105, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 32%|███▏ | 152/469 [00:15<00:31, 10.02it/s, v_num=9, loss/train=0.223, alignment/train=0.105, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 32%|███▏ | 152/469 [00:15<00:31, 10.02it/s, v_num=9, loss/train=0.184, alignment/train=0.0864, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 33%|███▎ | 153/469 [00:15<00:31, 9.99it/s, v_num=9, loss/train=0.184, alignment/train=0.0864, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 33%|███▎ | 153/469 [00:15<00:31, 9.99it/s, v_num=9, loss/train=0.196, alignment/train=0.0896, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 33%|███▎ | 154/469 [00:15<00:31, 10.02it/s, v_num=9, loss/train=0.196, alignment/train=0.0896, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 33%|███▎ | 154/469 [00:15<00:31, 10.02it/s, v_num=9, loss/train=0.205, alignment/train=0.0737, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 33%|███▎ | 155/469 [00:15<00:31, 10.04it/s, v_num=9, loss/train=0.205, alignment/train=0.0737, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 33%|███▎ | 155/469 [00:15<00:31, 10.04it/s, v_num=9, loss/train=0.173, alignment/train=0.0885, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 33%|███▎ | 156/469 [00:15<00:31, 10.06it/s, v_num=9, loss/train=0.173, alignment/train=0.0885, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 33%|███▎ | 156/469 [00:15<00:31, 10.06it/s, v_num=9, loss/train=0.222, alignment/train=0.0922, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 33%|███▎ | 157/469 [00:15<00:30, 10.07it/s, v_num=9, loss/train=0.222, alignment/train=0.0922, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 33%|███▎ | 157/469 [00:15<00:30, 10.07it/s, v_num=9, loss/train=0.200, alignment/train=0.0787, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 34%|███▎ | 158/469 [00:15<00:30, 10.05it/s, v_num=9, loss/train=0.200, alignment/train=0.0787, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 34%|███▎ | 158/469 [00:15<00:30, 10.05it/s, v_num=9, loss/train=0.196, alignment/train=0.0802, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 34%|███▍ | 159/469 [00:15<00:30, 10.08it/s, v_num=9, loss/train=0.196, alignment/train=0.0802, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 34%|███▍ | 159/469 [00:15<00:30, 10.08it/s, v_num=9, loss/train=0.219, alignment/train=0.0907, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 34%|███▍ | 160/469 [00:15<00:30, 10.10it/s, v_num=9, loss/train=0.219, alignment/train=0.0907, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 34%|███▍ | 160/469 [00:15<00:30, 10.10it/s, v_num=9, loss/train=0.200, alignment/train=0.086, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 34%|███▍ | 161/469 [00:15<00:30, 10.12it/s, v_num=9, loss/train=0.200, alignment/train=0.086, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 34%|███▍ | 161/469 [00:15<00:30, 10.12it/s, v_num=9, loss/train=0.205, alignment/train=0.0801, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 35%|███▍ | 162/469 [00:15<00:30, 10.14it/s, v_num=9, loss/train=0.205, alignment/train=0.0801, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 35%|███▍ | 162/469 [00:15<00:30, 10.14it/s, v_num=9, loss/train=0.202, alignment/train=0.0943, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 35%|███▍ | 163/469 [00:16<00:30, 10.17it/s, v_num=9, loss/train=0.202, alignment/train=0.0943, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 35%|███▍ | 163/469 [00:16<00:30, 10.17it/s, v_num=9, loss/train=0.184, alignment/train=0.0782, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 35%|███▍ | 164/469 [00:16<00:30, 10.15it/s, v_num=9, loss/train=0.184, alignment/train=0.0782, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 35%|███▍ | 164/469 [00:16<00:30, 10.14it/s, v_num=9, loss/train=0.178, alignment/train=0.0829, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 35%|███▌ | 165/469 [00:16<00:30, 10.11it/s, v_num=9, loss/train=0.178, alignment/train=0.0829, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 35%|███▌ | 165/469 [00:16<00:30, 10.11it/s, v_num=9, loss/train=0.196, alignment/train=0.0838, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 35%|███▌ | 166/469 [00:16<00:30, 10.08it/s, v_num=9, loss/train=0.196, alignment/train=0.0838, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 35%|███▌ | 166/469 [00:16<00:30, 10.08it/s, v_num=9, loss/train=0.185, alignment/train=0.0883, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 36%|███▌ | 167/469 [00:16<00:29, 10.11it/s, v_num=9, loss/train=0.185, alignment/train=0.0883, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 36%|███▌ | 167/469 [00:16<00:29, 10.11it/s, v_num=9, loss/train=0.204, alignment/train=0.0833, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 36%|███▌ | 168/469 [00:16<00:29, 10.13it/s, v_num=9, loss/train=0.204, alignment/train=0.0833, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 36%|███▌ | 168/469 [00:16<00:29, 10.13it/s, v_num=9, loss/train=0.169, alignment/train=0.0886, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 36%|███▌ | 169/469 [00:16<00:29, 10.10it/s, v_num=9, loss/train=0.169, alignment/train=0.0886, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 36%|███▌ | 169/469 [00:16<00:29, 10.10it/s, v_num=9, loss/train=0.197, alignment/train=0.0821, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 36%|███▌ | 170/469 [00:16<00:29, 10.12it/s, v_num=9, loss/train=0.197, alignment/train=0.0821, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 36%|███▌ | 170/469 [00:16<00:29, 10.12it/s, v_num=9, loss/train=0.160, alignment/train=0.0804, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 36%|███▋ | 171/469 [00:16<00:29, 10.13it/s, v_num=9, loss/train=0.160, alignment/train=0.0804, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 36%|███▋ | 171/469 [00:16<00:29, 10.13it/s, v_num=9, loss/train=0.196, alignment/train=0.0932, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 37%|███▋ | 172/469 [00:16<00:29, 10.12it/s, v_num=9, loss/train=0.196, alignment/train=0.0932, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 37%|███▋ | 172/469 [00:16<00:29, 10.12it/s, v_num=9, loss/train=0.172, alignment/train=0.0813, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 37%|███▋ | 173/469 [00:17<00:29, 10.14it/s, v_num=9, loss/train=0.172, alignment/train=0.0813, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 37%|███▋ | 173/469 [00:17<00:29, 10.14it/s, v_num=9, loss/train=0.201, alignment/train=0.0919, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 37%|███▋ | 174/469 [00:17<00:29, 10.14it/s, v_num=9, loss/train=0.201, alignment/train=0.0919, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 37%|███▋ | 174/469 [00:17<00:29, 10.14it/s, v_num=9, loss/train=0.182, alignment/train=0.0792, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 37%|███▋ | 175/469 [00:17<00:28, 10.16it/s, v_num=9, loss/train=0.182, alignment/train=0.0792, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 37%|███▋ | 175/469 [00:17<00:28, 10.16it/s, v_num=9, loss/train=0.207, alignment/train=0.0949, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 38%|███▊ | 176/469 [00:17<00:28, 10.17it/s, v_num=9, loss/train=0.207, alignment/train=0.0949, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 38%|███▊ | 176/469 [00:17<00:28, 10.17it/s, v_num=9, loss/train=0.203, alignment/train=0.0934, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 38%|███▊ | 177/469 [00:17<00:28, 10.17it/s, v_num=9, loss/train=0.203, alignment/train=0.0934, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 38%|███▊ | 177/469 [00:17<00:28, 10.17it/s, v_num=9, loss/train=0.218, alignment/train=0.0808, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 38%|███▊ | 178/469 [00:17<00:28, 10.20it/s, v_num=9, loss/train=0.218, alignment/train=0.0808, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 38%|███▊ | 178/469 [00:17<00:28, 10.20it/s, v_num=9, loss/train=0.183, alignment/train=0.0843, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 38%|███▊ | 179/469 [00:17<00:28, 10.19it/s, v_num=9, loss/train=0.183, alignment/train=0.0843, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 38%|███▊ | 179/469 [00:17<00:28, 10.18it/s, v_num=9, loss/train=0.175, alignment/train=0.0743, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 38%|███▊ | 180/469 [00:17<00:28, 10.18it/s, v_num=9, loss/train=0.175, alignment/train=0.0743, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 38%|███▊ | 180/469 [00:17<00:28, 10.18it/s, v_num=9, loss/train=0.190, alignment/train=0.086, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 39%|███▊ | 181/469 [00:17<00:28, 10.18it/s, v_num=9, loss/train=0.190, alignment/train=0.086, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 39%|███▊ | 181/469 [00:17<00:28, 10.18it/s, v_num=9, loss/train=0.164, alignment/train=0.0733, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 39%|███▉ | 182/469 [00:17<00:28, 10.21it/s, v_num=9, loss/train=0.164, alignment/train=0.0733, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 39%|███▉ | 182/469 [00:17<00:28, 10.21it/s, v_num=9, loss/train=0.192, alignment/train=0.0926, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 39%|███▉ | 183/469 [00:17<00:28, 10.21it/s, v_num=9, loss/train=0.192, alignment/train=0.0926, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 39%|███▉ | 183/469 [00:17<00:28, 10.21it/s, v_num=9, loss/train=0.171, alignment/train=0.0799, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 39%|███▉ | 184/469 [00:18<00:27, 10.21it/s, v_num=9, loss/train=0.171, alignment/train=0.0799, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 39%|███▉ | 184/469 [00:18<00:27, 10.21it/s, v_num=9, loss/train=0.198, alignment/train=0.0874, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 39%|███▉ | 185/469 [00:18<00:27, 10.21it/s, v_num=9, loss/train=0.198, alignment/train=0.0874, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 39%|███▉ | 185/469 [00:18<00:27, 10.21it/s, v_num=9, loss/train=0.173, alignment/train=0.081, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 40%|███▉ | 186/469 [00:18<00:27, 10.21it/s, v_num=9, loss/train=0.173, alignment/train=0.081, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 40%|███▉ | 186/469 [00:18<00:27, 10.21it/s, v_num=9, loss/train=0.192, alignment/train=0.0734, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 40%|███▉ | 187/469 [00:18<00:27, 10.21it/s, v_num=9, loss/train=0.192, alignment/train=0.0734, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 40%|███▉ | 187/469 [00:18<00:27, 10.21it/s, v_num=9, loss/train=0.163, alignment/train=0.0843, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 40%|████ | 188/469 [00:18<00:27, 10.23it/s, v_num=9, loss/train=0.163, alignment/train=0.0843, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 40%|████ | 188/469 [00:18<00:27, 10.23it/s, v_num=9, loss/train=0.177, alignment/train=0.0804, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 40%|████ | 189/469 [00:18<00:27, 10.22it/s, v_num=9, loss/train=0.177, alignment/train=0.0804, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 40%|████ | 189/469 [00:18<00:27, 10.22it/s, v_num=9, loss/train=0.200, alignment/train=0.0846, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 41%|████ | 190/469 [00:18<00:27, 10.22it/s, v_num=9, loss/train=0.200, alignment/train=0.0846, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 41%|████ | 190/469 [00:18<00:27, 10.22it/s, v_num=9, loss/train=0.194, alignment/train=0.0922, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 41%|████ | 191/469 [00:18<00:27, 10.24it/s, v_num=9, loss/train=0.194, alignment/train=0.0922, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 41%|████ | 191/469 [00:18<00:27, 10.24it/s, v_num=9, loss/train=0.206, alignment/train=0.0774, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 41%|████ | 192/469 [00:18<00:26, 10.26it/s, v_num=9, loss/train=0.206, alignment/train=0.0774, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 41%|████ | 192/469 [00:18<00:26, 10.26it/s, v_num=9, loss/train=0.167, alignment/train=0.0864, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 41%|████ | 193/469 [00:18<00:26, 10.26it/s, v_num=9, loss/train=0.167, alignment/train=0.0864, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 41%|████ | 193/469 [00:18<00:26, 10.26it/s, v_num=9, loss/train=0.211, alignment/train=0.0843, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 41%|████▏ | 194/469 [00:18<00:26, 10.25it/s, v_num=9, loss/train=0.211, alignment/train=0.0843, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 41%|████▏ | 194/469 [00:18<00:26, 10.25it/s, v_num=9, loss/train=0.217, alignment/train=0.0868, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 42%|████▏ | 195/469 [00:19<00:26, 10.24it/s, v_num=9, loss/train=0.217, alignment/train=0.0868, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 42%|████▏ | 195/469 [00:19<00:26, 10.24it/s, v_num=9, loss/train=0.221, alignment/train=0.0816, uniformity/train=-3.52, contrastive_acc/train=0.984, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 42%|████▏ | 196/469 [00:19<00:26, 10.27it/s, v_num=9, loss/train=0.221, alignment/train=0.0816, uniformity/train=-3.52, contrastive_acc/train=0.984, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 42%|████▏ | 196/469 [00:19<00:26, 10.27it/s, v_num=9, loss/train=0.216, alignment/train=0.0831, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 42%|████▏ | 197/469 [00:19<00:26, 10.29it/s, v_num=9, loss/train=0.216, alignment/train=0.0831, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 42%|████▏ | 197/469 [00:19<00:26, 10.29it/s, v_num=9, loss/train=0.184, alignment/train=0.0743, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 42%|████▏ | 198/469 [00:19<00:26, 10.31it/s, v_num=9, loss/train=0.184, alignment/train=0.0743, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 42%|████▏ | 198/469 [00:19<00:26, 10.31it/s, v_num=9, loss/train=0.190, alignment/train=0.073, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 42%|████▏ | 199/469 [00:19<00:26, 10.28it/s, v_num=9, loss/train=0.190, alignment/train=0.073, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 42%|████▏ | 199/469 [00:19<00:26, 10.28it/s, v_num=9, loss/train=0.205, alignment/train=0.078, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 43%|████▎ | 200/469 [00:19<00:26, 10.26it/s, v_num=9, loss/train=0.205, alignment/train=0.078, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 43%|████▎ | 200/469 [00:19<00:26, 10.26it/s, v_num=9, loss/train=0.211, alignment/train=0.0836, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 43%|████▎ | 201/469 [00:19<00:26, 10.28it/s, v_num=9, loss/train=0.211, alignment/train=0.0836, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 43%|████▎ | 201/469 [00:19<00:26, 10.28it/s, v_num=9, loss/train=0.167, alignment/train=0.0753, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 43%|████▎ | 202/469 [00:19<00:25, 10.28it/s, v_num=9, loss/train=0.167, alignment/train=0.0753, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 43%|████▎ | 202/469 [00:19<00:25, 10.28it/s, v_num=9, loss/train=0.203, alignment/train=0.0823, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 43%|████▎ | 203/469 [00:19<00:25, 10.28it/s, v_num=9, loss/train=0.203, alignment/train=0.0823, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 43%|████▎ | 203/469 [00:19<00:25, 10.28it/s, v_num=9, loss/train=0.205, alignment/train=0.0811, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 43%|████▎ | 204/469 [00:19<00:25, 10.29it/s, v_num=9, loss/train=0.205, alignment/train=0.0811, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 43%|████▎ | 204/469 [00:19<00:25, 10.29it/s, v_num=9, loss/train=0.195, alignment/train=0.0835, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 44%|████▎ | 205/469 [00:19<00:25, 10.30it/s, v_num=9, loss/train=0.195, alignment/train=0.0835, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 44%|████▎ | 205/469 [00:19<00:25, 10.30it/s, v_num=9, loss/train=0.171, alignment/train=0.0933, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 44%|████▍ | 206/469 [00:20<00:25, 10.29it/s, v_num=9, loss/train=0.171, alignment/train=0.0933, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 44%|████▍ | 206/469 [00:20<00:25, 10.29it/s, v_num=9, loss/train=0.172, alignment/train=0.0769, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 44%|████▍ | 207/469 [00:20<00:25, 10.31it/s, v_num=9, loss/train=0.172, alignment/train=0.0769, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 44%|████▍ | 207/469 [00:20<00:25, 10.31it/s, v_num=9, loss/train=0.202, alignment/train=0.0785, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 44%|████▍ | 208/469 [00:20<00:25, 10.33it/s, v_num=9, loss/train=0.202, alignment/train=0.0785, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 44%|████▍ | 208/469 [00:20<00:25, 10.33it/s, v_num=9, loss/train=0.184, alignment/train=0.0767, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 45%|████▍ | 209/469 [00:20<00:25, 10.32it/s, v_num=9, loss/train=0.184, alignment/train=0.0767, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 45%|████▍ | 209/469 [00:20<00:25, 10.32it/s, v_num=9, loss/train=0.203, alignment/train=0.0849, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 45%|████▍ | 210/469 [00:20<00:25, 10.31it/s, v_num=9, loss/train=0.203, alignment/train=0.0849, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 45%|████▍ | 210/469 [00:20<00:25, 10.31it/s, v_num=9, loss/train=0.174, alignment/train=0.0744, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 45%|████▍ | 211/469 [00:20<00:25, 10.32it/s, v_num=9, loss/train=0.174, alignment/train=0.0744, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 45%|████▍ | 211/469 [00:20<00:25, 10.31it/s, v_num=9, loss/train=0.200, alignment/train=0.0763, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 45%|████▌ | 212/469 [00:20<00:24, 10.33it/s, v_num=9, loss/train=0.200, alignment/train=0.0763, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 45%|████▌ | 212/469 [00:20<00:24, 10.33it/s, v_num=9, loss/train=0.220, alignment/train=0.084, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 45%|████▌ | 213/469 [00:20<00:24, 10.33it/s, v_num=9, loss/train=0.220, alignment/train=0.084, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 45%|████▌ | 213/469 [00:20<00:24, 10.33it/s, v_num=9, loss/train=0.231, alignment/train=0.0906, uniformity/train=-3.53, contrastive_acc/train=0.988, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 46%|████▌ | 214/469 [00:20<00:24, 10.35it/s, v_num=9, loss/train=0.231, alignment/train=0.0906, uniformity/train=-3.53, contrastive_acc/train=0.988, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 46%|████▌ | 214/469 [00:20<00:24, 10.35it/s, v_num=9, loss/train=0.199, alignment/train=0.0887, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 46%|████▌ | 215/469 [00:20<00:24, 10.34it/s, v_num=9, loss/train=0.199, alignment/train=0.0887, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 46%|████▌ | 215/469 [00:20<00:24, 10.34it/s, v_num=9, loss/train=0.177, alignment/train=0.0778, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 46%|████▌ | 216/469 [00:20<00:24, 10.34it/s, v_num=9, loss/train=0.177, alignment/train=0.0778, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 46%|████▌ | 216/469 [00:20<00:24, 10.34it/s, v_num=9, loss/train=0.169, alignment/train=0.0768, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 46%|████▋ | 217/469 [00:20<00:24, 10.35it/s, v_num=9, loss/train=0.169, alignment/train=0.0768, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 46%|████▋ | 217/469 [00:20<00:24, 10.35it/s, v_num=9, loss/train=0.190, alignment/train=0.088, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 46%|████▋ | 218/469 [00:21<00:24, 10.37it/s, v_num=9, loss/train=0.190, alignment/train=0.088, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 46%|████▋ | 218/469 [00:21<00:24, 10.37it/s, v_num=9, loss/train=0.197, alignment/train=0.0788, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 47%|████▋ | 219/469 [00:21<00:24, 10.39it/s, v_num=9, loss/train=0.197, alignment/train=0.0788, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 47%|████▋ | 219/469 [00:21<00:24, 10.39it/s, v_num=9, loss/train=0.197, alignment/train=0.0781, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 47%|████▋ | 220/469 [00:21<00:24, 10.36it/s, v_num=9, loss/train=0.197, alignment/train=0.0781, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 47%|████▋ | 220/469 [00:21<00:24, 10.36it/s, v_num=9, loss/train=0.173, alignment/train=0.0744, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 47%|████▋ | 221/469 [00:21<00:23, 10.38it/s, v_num=9, loss/train=0.173, alignment/train=0.0744, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 47%|████▋ | 221/469 [00:21<00:23, 10.37it/s, v_num=9, loss/train=0.200, alignment/train=0.0805, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 47%|████▋ | 222/469 [00:21<00:23, 10.38it/s, v_num=9, loss/train=0.200, alignment/train=0.0805, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 47%|████▋ | 222/469 [00:21<00:23, 10.38it/s, v_num=9, loss/train=0.171, alignment/train=0.0794, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 48%|████▊ | 223/469 [00:21<00:23, 10.36it/s, v_num=9, loss/train=0.171, alignment/train=0.0794, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 48%|████▊ | 223/469 [00:21<00:23, 10.36it/s, v_num=9, loss/train=0.191, alignment/train=0.0908, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 48%|████▊ | 224/469 [00:21<00:23, 10.37it/s, v_num=9, loss/train=0.191, alignment/train=0.0908, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 48%|████▊ | 224/469 [00:21<00:23, 10.37it/s, v_num=9, loss/train=0.189, alignment/train=0.0874, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 48%|████▊ | 225/469 [00:21<00:23, 10.39it/s, v_num=9, loss/train=0.189, alignment/train=0.0874, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 48%|████▊ | 225/469 [00:21<00:23, 10.39it/s, v_num=9, loss/train=0.224, alignment/train=0.0748, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 48%|████▊ | 226/469 [00:21<00:23, 10.39it/s, v_num=9, loss/train=0.224, alignment/train=0.0748, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 48%|████▊ | 226/469 [00:21<00:23, 10.39it/s, v_num=9, loss/train=0.188, alignment/train=0.0831, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 48%|████▊ | 227/469 [00:21<00:23, 10.40it/s, v_num=9, loss/train=0.188, alignment/train=0.0831, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 48%|████▊ | 227/469 [00:21<00:23, 10.40it/s, v_num=9, loss/train=0.225, alignment/train=0.0886, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 49%|████▊ | 228/469 [00:21<00:23, 10.42it/s, v_num=9, loss/train=0.225, alignment/train=0.0886, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 49%|████▊ | 228/469 [00:21<00:23, 10.42it/s, v_num=9, loss/train=0.152, alignment/train=0.0662, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 49%|████▉ | 229/469 [00:21<00:23, 10.42it/s, v_num=9, loss/train=0.152, alignment/train=0.0662, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 49%|████▉ | 229/469 [00:21<00:23, 10.42it/s, v_num=9, loss/train=0.168, alignment/train=0.085, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 49%|████▉ | 230/469 [00:22<00:22, 10.41it/s, v_num=9, loss/train=0.168, alignment/train=0.085, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 49%|████▉ | 230/469 [00:22<00:22, 10.41it/s, v_num=9, loss/train=0.187, alignment/train=0.082, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 49%|████▉ | 231/469 [00:22<00:22, 10.42it/s, v_num=9, loss/train=0.187, alignment/train=0.082, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 49%|████▉ | 231/469 [00:22<00:22, 10.42it/s, v_num=9, loss/train=0.215, alignment/train=0.087, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 49%|████▉ | 232/469 [00:22<00:22, 10.42it/s, v_num=9, loss/train=0.215, alignment/train=0.087, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 49%|████▉ | 232/469 [00:22<00:22, 10.42it/s, v_num=9, loss/train=0.160, alignment/train=0.0668, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 50%|████▉ | 233/469 [00:22<00:22, 10.41it/s, v_num=9, loss/train=0.160, alignment/train=0.0668, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 50%|████▉ | 233/469 [00:22<00:22, 10.41it/s, v_num=9, loss/train=0.233, alignment/train=0.101, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 50%|████▉ | 234/469 [00:22<00:22, 10.43it/s, v_num=9, loss/train=0.233, alignment/train=0.101, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 50%|████▉ | 234/469 [00:22<00:22, 10.43it/s, v_num=9, loss/train=0.217, alignment/train=0.0871, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 50%|█████ | 235/469 [00:22<00:22, 10.44it/s, v_num=9, loss/train=0.217, alignment/train=0.0871, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 50%|█████ | 235/469 [00:22<00:22, 10.44it/s, v_num=9, loss/train=0.197, alignment/train=0.0755, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 50%|█████ | 236/469 [00:22<00:22, 10.42it/s, v_num=9, loss/train=0.197, alignment/train=0.0755, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 50%|█████ | 236/469 [00:22<00:22, 10.42it/s, v_num=9, loss/train=0.185, alignment/train=0.0799, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 51%|█████ | 237/469 [00:22<00:22, 10.43it/s, v_num=9, loss/train=0.185, alignment/train=0.0799, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 51%|█████ | 237/469 [00:22<00:22, 10.43it/s, v_num=9, loss/train=0.191, alignment/train=0.0822, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 51%|█████ | 238/469 [00:22<00:22, 10.45it/s, v_num=9, loss/train=0.191, alignment/train=0.0822, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 51%|█████ | 238/469 [00:22<00:22, 10.45it/s, v_num=9, loss/train=0.199, alignment/train=0.0859, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 51%|█████ | 239/469 [00:22<00:22, 10.42it/s, v_num=9, loss/train=0.199, alignment/train=0.0859, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 51%|█████ | 239/469 [00:22<00:22, 10.42it/s, v_num=9, loss/train=0.212, alignment/train=0.0872, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 51%|█████ | 240/469 [00:22<00:21, 10.44it/s, v_num=9, loss/train=0.212, alignment/train=0.0872, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 51%|█████ | 240/469 [00:22<00:21, 10.44it/s, v_num=9, loss/train=0.211, alignment/train=0.0771, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 51%|█████▏ | 241/469 [00:23<00:21, 10.46it/s, v_num=9, loss/train=0.211, alignment/train=0.0771, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 51%|█████▏ | 241/469 [00:23<00:21, 10.45it/s, v_num=9, loss/train=0.173, alignment/train=0.0911, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 52%|█████▏ | 242/469 [00:23<00:21, 10.45it/s, v_num=9, loss/train=0.173, alignment/train=0.0911, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 52%|█████▏ | 242/469 [00:23<00:21, 10.45it/s, v_num=9, loss/train=0.207, alignment/train=0.0874, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 52%|█████▏ | 243/469 [00:23<00:21, 10.44it/s, v_num=9, loss/train=0.207, alignment/train=0.0874, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 52%|█████▏ | 243/469 [00:23<00:21, 10.44it/s, v_num=9, loss/train=0.185, alignment/train=0.0721, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 52%|█████▏ | 244/469 [00:23<00:21, 10.46it/s, v_num=9, loss/train=0.185, alignment/train=0.0721, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 52%|█████▏ | 244/469 [00:23<00:21, 10.46it/s, v_num=9, loss/train=0.218, alignment/train=0.0824, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 52%|█████▏ | 245/469 [00:23<00:21, 10.47it/s, v_num=9, loss/train=0.218, alignment/train=0.0824, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 52%|█████▏ | 245/469 [00:23<00:21, 10.47it/s, v_num=9, loss/train=0.171, alignment/train=0.0778, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 52%|█████▏ | 246/469 [00:23<00:21, 10.46it/s, v_num=9, loss/train=0.171, alignment/train=0.0778, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 52%|█████▏ | 246/469 [00:23<00:21, 10.46it/s, v_num=9, loss/train=0.190, alignment/train=0.0847, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 53%|█████▎ | 247/469 [00:23<00:21, 10.48it/s, v_num=9, loss/train=0.190, alignment/train=0.0847, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 53%|█████▎ | 247/469 [00:23<00:21, 10.48it/s, v_num=9, loss/train=0.173, alignment/train=0.0755, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 53%|█████▎ | 248/469 [00:23<00:21, 10.49it/s, v_num=9, loss/train=0.173, alignment/train=0.0755, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 53%|█████▎ | 248/469 [00:23<00:21, 10.49it/s, v_num=9, loss/train=0.201, alignment/train=0.0775, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 53%|█████▎ | 249/469 [00:23<00:21, 10.47it/s, v_num=9, loss/train=0.201, alignment/train=0.0775, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 53%|█████▎ | 249/469 [00:23<00:21, 10.47it/s, v_num=9, loss/train=0.185, alignment/train=0.0809, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 53%|█████▎ | 250/469 [00:23<00:20, 10.49it/s, v_num=9, loss/train=0.185, alignment/train=0.0809, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 53%|█████▎ | 250/469 [00:23<00:20, 10.49it/s, v_num=9, loss/train=0.191, alignment/train=0.0736, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 54%|█████▎ | 251/469 [00:23<00:20, 10.51it/s, v_num=9, loss/train=0.191, alignment/train=0.0736, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 54%|█████▎ | 251/469 [00:23<00:20, 10.51it/s, v_num=9, loss/train=0.182, alignment/train=0.0781, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 54%|█████▎ | 252/469 [00:23<00:20, 10.50it/s, v_num=9, loss/train=0.182, alignment/train=0.0781, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 54%|█████▎ | 252/469 [00:23<00:20, 10.50it/s, v_num=9, loss/train=0.194, alignment/train=0.0875, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 54%|█████▍ | 253/469 [00:24<00:20, 10.47it/s, v_num=9, loss/train=0.194, alignment/train=0.0875, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 54%|█████▍ | 253/469 [00:24<00:20, 10.47it/s, v_num=9, loss/train=0.172, alignment/train=0.0743, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 54%|█████▍ | 254/469 [00:24<00:20, 10.48it/s, v_num=9, loss/train=0.172, alignment/train=0.0743, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 54%|█████▍ | 254/469 [00:24<00:20, 10.48it/s, v_num=9, loss/train=0.220, alignment/train=0.0939, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 54%|█████▍ | 255/469 [00:24<00:20, 10.50it/s, v_num=9, loss/train=0.220, alignment/train=0.0939, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 54%|█████▍ | 255/469 [00:24<00:20, 10.50it/s, v_num=9, loss/train=0.224, alignment/train=0.0913, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 55%|█████▍ | 256/469 [00:24<00:20, 10.51it/s, v_num=9, loss/train=0.224, alignment/train=0.0913, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 55%|█████▍ | 256/469 [00:24<00:20, 10.51it/s, v_num=9, loss/train=0.201, alignment/train=0.0847, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 55%|█████▍ | 257/469 [00:24<00:20, 10.51it/s, v_num=9, loss/train=0.201, alignment/train=0.0847, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 55%|█████▍ | 257/469 [00:24<00:20, 10.51it/s, v_num=9, loss/train=0.209, alignment/train=0.0844, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 55%|█████▌ | 258/469 [00:24<00:20, 10.48it/s, v_num=9, loss/train=0.209, alignment/train=0.0844, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 55%|█████▌ | 258/469 [00:24<00:20, 10.48it/s, v_num=9, loss/train=0.172, alignment/train=0.0753, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 55%|█████▌ | 259/469 [00:24<00:20, 10.49it/s, v_num=9, loss/train=0.172, alignment/train=0.0753, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 55%|█████▌ | 259/469 [00:24<00:20, 10.49it/s, v_num=9, loss/train=0.204, alignment/train=0.0915, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 55%|█████▌ | 260/469 [00:24<00:19, 10.51it/s, v_num=9, loss/train=0.204, alignment/train=0.0915, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 55%|█████▌ | 260/469 [00:24<00:19, 10.51it/s, v_num=9, loss/train=0.187, alignment/train=0.0797, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 56%|█████▌ | 261/469 [00:24<00:19, 10.52it/s, v_num=9, loss/train=0.187, alignment/train=0.0797, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 56%|█████▌ | 261/469 [00:24<00:19, 10.52it/s, v_num=9, loss/train=0.198, alignment/train=0.0891, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 56%|█████▌ | 262/469 [00:24<00:19, 10.51it/s, v_num=9, loss/train=0.198, alignment/train=0.0891, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 56%|█████▌ | 262/469 [00:24<00:19, 10.51it/s, v_num=9, loss/train=0.206, alignment/train=0.0707, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 56%|█████▌ | 263/469 [00:25<00:19, 10.50it/s, v_num=9, loss/train=0.206, alignment/train=0.0707, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 56%|█████▌ | 263/469 [00:25<00:19, 10.50it/s, v_num=9, loss/train=0.237, alignment/train=0.0873, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 56%|█████▋ | 264/469 [00:25<00:19, 10.51it/s, v_num=9, loss/train=0.237, alignment/train=0.0873, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 56%|█████▋ | 264/469 [00:25<00:19, 10.50it/s, v_num=9, loss/train=0.214, alignment/train=0.0913, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 57%|█████▋ | 265/469 [00:25<00:19, 10.52it/s, v_num=9, loss/train=0.214, alignment/train=0.0913, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 57%|█████▋ | 265/469 [00:25<00:19, 10.52it/s, v_num=9, loss/train=0.178, alignment/train=0.0759, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 57%|█████▋ | 266/469 [00:25<00:19, 10.54it/s, v_num=9, loss/train=0.178, alignment/train=0.0759, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 57%|█████▋ | 266/469 [00:25<00:19, 10.54it/s, v_num=9, loss/train=0.175, alignment/train=0.0736, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 57%|█████▋ | 267/469 [00:25<00:19, 10.52it/s, v_num=9, loss/train=0.175, alignment/train=0.0736, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 57%|█████▋ | 267/469 [00:25<00:19, 10.52it/s, v_num=9, loss/train=0.164, alignment/train=0.0725, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 57%|█████▋ | 268/469 [00:25<00:19, 10.50it/s, v_num=9, loss/train=0.164, alignment/train=0.0725, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 57%|█████▋ | 268/469 [00:25<00:19, 10.50it/s, v_num=9, loss/train=0.156, alignment/train=0.0839, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 57%|█████▋ | 269/469 [00:25<00:19, 10.52it/s, v_num=9, loss/train=0.156, alignment/train=0.0839, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 57%|█████▋ | 269/469 [00:25<00:19, 10.52it/s, v_num=9, loss/train=0.212, alignment/train=0.0964, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 58%|█████▊ | 270/469 [00:25<00:18, 10.53it/s, v_num=9, loss/train=0.212, alignment/train=0.0964, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 58%|█████▊ | 270/469 [00:25<00:18, 10.53it/s, v_num=9, loss/train=0.239, alignment/train=0.0803, uniformity/train=-3.51, contrastive_acc/train=0.980, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 58%|█████▊ | 271/469 [00:25<00:18, 10.55it/s, v_num=9, loss/train=0.239, alignment/train=0.0803, uniformity/train=-3.51, contrastive_acc/train=0.980, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 58%|█████▊ | 271/469 [00:25<00:18, 10.55it/s, v_num=9, loss/train=0.197, alignment/train=0.0719, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 58%|█████▊ | 272/469 [00:25<00:18, 10.56it/s, v_num=9, loss/train=0.197, alignment/train=0.0719, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 58%|█████▊ | 272/469 [00:25<00:18, 10.56it/s, v_num=9, loss/train=0.207, alignment/train=0.0771, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 58%|█████▊ | 273/469 [00:25<00:18, 10.57it/s, v_num=9, loss/train=0.207, alignment/train=0.0771, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 58%|█████▊ | 273/469 [00:25<00:18, 10.57it/s, v_num=9, loss/train=0.203, alignment/train=0.0909, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 58%|█████▊ | 274/469 [00:25<00:18, 10.55it/s, v_num=9, loss/train=0.203, alignment/train=0.0909, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 58%|█████▊ | 274/469 [00:25<00:18, 10.55it/s, v_num=9, loss/train=0.215, alignment/train=0.0918, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 59%|█████▊ | 275/469 [00:26<00:18, 10.55it/s, v_num=9, loss/train=0.215, alignment/train=0.0918, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 59%|█████▊ | 275/469 [00:26<00:18, 10.55it/s, v_num=9, loss/train=0.180, alignment/train=0.0755, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 59%|█████▉ | 276/469 [00:26<00:18, 10.52it/s, v_num=9, loss/train=0.180, alignment/train=0.0755, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 59%|█████▉ | 276/469 [00:26<00:18, 10.52it/s, v_num=9, loss/train=0.165, alignment/train=0.0701, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 59%|█████▉ | 277/469 [00:26<00:18, 10.53it/s, v_num=9, loss/train=0.165, alignment/train=0.0701, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 59%|█████▉ | 277/469 [00:26<00:18, 10.53it/s, v_num=9, loss/train=0.178, alignment/train=0.0854, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 59%|█████▉ | 278/469 [00:26<00:18, 10.53it/s, v_num=9, loss/train=0.178, alignment/train=0.0854, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 59%|█████▉ | 278/469 [00:26<00:18, 10.53it/s, v_num=9, loss/train=0.199, alignment/train=0.0895, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 59%|█████▉ | 279/469 [00:26<00:18, 10.53it/s, v_num=9, loss/train=0.199, alignment/train=0.0895, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 59%|█████▉ | 279/469 [00:26<00:18, 10.53it/s, v_num=9, loss/train=0.182, alignment/train=0.0805, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 60%|█████▉ | 280/469 [00:26<00:17, 10.53it/s, v_num=9, loss/train=0.182, alignment/train=0.0805, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 60%|█████▉ | 280/469 [00:26<00:17, 10.53it/s, v_num=9, loss/train=0.199, alignment/train=0.0904, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 60%|█████▉ | 281/469 [00:26<00:17, 10.55it/s, v_num=9, loss/train=0.199, alignment/train=0.0904, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 60%|█████▉ | 281/469 [00:26<00:17, 10.55it/s, v_num=9, loss/train=0.223, alignment/train=0.0833, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 60%|██████ | 282/469 [00:26<00:17, 10.54it/s, v_num=9, loss/train=0.223, alignment/train=0.0833, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 60%|██████ | 282/469 [00:26<00:17, 10.54it/s, v_num=9, loss/train=0.210, alignment/train=0.0753, uniformity/train=-3.52, contrastive_acc/train=0.984, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 60%|██████ | 283/469 [00:26<00:17, 10.53it/s, v_num=9, loss/train=0.210, alignment/train=0.0753, uniformity/train=-3.52, contrastive_acc/train=0.984, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 60%|██████ | 283/469 [00:26<00:17, 10.53it/s, v_num=9, loss/train=0.252, alignment/train=0.0867, uniformity/train=-3.50, contrastive_acc/train=0.984, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 61%|██████ | 284/469 [00:26<00:17, 10.55it/s, v_num=9, loss/train=0.252, alignment/train=0.0867, uniformity/train=-3.50, contrastive_acc/train=0.984, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 61%|██████ | 284/469 [00:26<00:17, 10.55it/s, v_num=9, loss/train=0.165, alignment/train=0.082, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 61%|██████ | 285/469 [00:26<00:17, 10.56it/s, v_num=9, loss/train=0.165, alignment/train=0.082, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 61%|██████ | 285/469 [00:26<00:17, 10.56it/s, v_num=9, loss/train=0.213, alignment/train=0.0838, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 61%|██████ | 286/469 [00:27<00:17, 10.56it/s, v_num=9, loss/train=0.213, alignment/train=0.0838, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 61%|██████ | 286/469 [00:27<00:17, 10.56it/s, v_num=9, loss/train=0.203, alignment/train=0.0767, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 61%|██████ | 287/469 [00:27<00:17, 10.56it/s, v_num=9, loss/train=0.203, alignment/train=0.0767, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 61%|██████ | 287/469 [00:27<00:17, 10.56it/s, v_num=9, loss/train=0.185, alignment/train=0.0832, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 61%|██████▏ | 288/469 [00:27<00:17, 10.55it/s, v_num=9, loss/train=0.185, alignment/train=0.0832, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 61%|██████▏ | 288/469 [00:27<00:17, 10.55it/s, v_num=9, loss/train=0.226, alignment/train=0.0982, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 62%|██████▏ | 289/469 [00:27<00:17, 10.57it/s, v_num=9, loss/train=0.226, alignment/train=0.0982, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 62%|██████▏ | 289/469 [00:27<00:17, 10.57it/s, v_num=9, loss/train=0.197, alignment/train=0.0809, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 62%|██████▏ | 290/469 [00:27<00:16, 10.58it/s, v_num=9, loss/train=0.197, alignment/train=0.0809, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 62%|██████▏ | 290/469 [00:27<00:16, 10.58it/s, v_num=9, loss/train=0.188, alignment/train=0.076, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 62%|██████▏ | 291/469 [00:27<00:16, 10.58it/s, v_num=9, loss/train=0.188, alignment/train=0.076, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 62%|██████▏ | 291/469 [00:27<00:16, 10.58it/s, v_num=9, loss/train=0.185, alignment/train=0.0838, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 62%|██████▏ | 292/469 [00:27<00:16, 10.55it/s, v_num=9, loss/train=0.185, alignment/train=0.0838, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 62%|██████▏ | 292/469 [00:27<00:16, 10.55it/s, v_num=9, loss/train=0.181, alignment/train=0.0781, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 62%|██████▏ | 293/469 [00:27<00:16, 10.55it/s, v_num=9, loss/train=0.181, alignment/train=0.0781, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 62%|██████▏ | 293/469 [00:27<00:16, 10.55it/s, v_num=9, loss/train=0.197, alignment/train=0.0795, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 63%|██████▎ | 294/469 [00:27<00:16, 10.57it/s, v_num=9, loss/train=0.197, alignment/train=0.0795, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 63%|██████▎ | 294/469 [00:27<00:16, 10.57it/s, v_num=9, loss/train=0.184, alignment/train=0.0792, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 63%|██████▎ | 295/469 [00:27<00:16, 10.56it/s, v_num=9, loss/train=0.184, alignment/train=0.0792, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 63%|██████▎ | 295/469 [00:27<00:16, 10.56it/s, v_num=9, loss/train=0.212, alignment/train=0.0904, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 63%|██████▎ | 296/469 [00:28<00:16, 10.57it/s, v_num=9, loss/train=0.212, alignment/train=0.0904, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 63%|██████▎ | 296/469 [00:28<00:16, 10.57it/s, v_num=9, loss/train=0.185, alignment/train=0.0697, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 63%|██████▎ | 297/469 [00:28<00:16, 10.57it/s, v_num=9, loss/train=0.185, alignment/train=0.0697, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 63%|██████▎ | 297/469 [00:28<00:16, 10.57it/s, v_num=9, loss/train=0.197, alignment/train=0.0944, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 64%|██████▎ | 298/469 [00:28<00:16, 10.59it/s, v_num=9, loss/train=0.197, alignment/train=0.0944, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 64%|██████▎ | 298/469 [00:28<00:16, 10.59it/s, v_num=9, loss/train=0.206, alignment/train=0.0813, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 64%|██████▍ | 299/469 [00:28<00:16, 10.60it/s, v_num=9, loss/train=0.206, alignment/train=0.0813, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 64%|██████▍ | 299/469 [00:28<00:16, 10.60it/s, v_num=9, loss/train=0.221, alignment/train=0.101, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 64%|██████▍ | 300/469 [00:28<00:15, 10.59it/s, v_num=9, loss/train=0.221, alignment/train=0.101, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 64%|██████▍ | 300/469 [00:28<00:15, 10.59it/s, v_num=9, loss/train=0.188, alignment/train=0.0787, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 64%|██████▍ | 301/469 [00:28<00:15, 10.59it/s, v_num=9, loss/train=0.188, alignment/train=0.0787, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 64%|██████▍ | 301/469 [00:28<00:15, 10.59it/s, v_num=9, loss/train=0.216, alignment/train=0.085, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 64%|██████▍ | 302/469 [00:28<00:15, 10.59it/s, v_num=9, loss/train=0.216, alignment/train=0.085, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 64%|██████▍ | 302/469 [00:28<00:15, 10.59it/s, v_num=9, loss/train=0.195, alignment/train=0.0713, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 65%|██████▍ | 303/469 [00:28<00:15, 10.61it/s, v_num=9, loss/train=0.195, alignment/train=0.0713, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 65%|██████▍ | 303/469 [00:28<00:15, 10.61it/s, v_num=9, loss/train=0.215, alignment/train=0.092, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 65%|██████▍ | 304/469 [00:28<00:15, 10.60it/s, v_num=9, loss/train=0.215, alignment/train=0.092, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 65%|██████▍ | 304/469 [00:28<00:15, 10.60it/s, v_num=9, loss/train=0.186, alignment/train=0.0948, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 65%|██████▌ | 305/469 [00:28<00:15, 10.57it/s, v_num=9, loss/train=0.186, alignment/train=0.0948, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 65%|██████▌ | 305/469 [00:28<00:15, 10.57it/s, v_num=9, loss/train=0.181, alignment/train=0.080, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 65%|██████▌ | 306/469 [00:28<00:15, 10.58it/s, v_num=9, loss/train=0.181, alignment/train=0.080, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 65%|██████▌ | 306/469 [00:28<00:15, 10.58it/s, v_num=9, loss/train=0.199, alignment/train=0.0874, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 65%|██████▌ | 307/469 [00:28<00:15, 10.60it/s, v_num=9, loss/train=0.199, alignment/train=0.0874, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 65%|██████▌ | 307/469 [00:28<00:15, 10.60it/s, v_num=9, loss/train=0.209, alignment/train=0.0885, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 66%|██████▌ | 308/469 [00:29<00:15, 10.60it/s, v_num=9, loss/train=0.209, alignment/train=0.0885, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 66%|██████▌ | 308/469 [00:29<00:15, 10.60it/s, v_num=9, loss/train=0.246, alignment/train=0.0892, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 66%|██████▌ | 309/469 [00:29<00:15, 10.60it/s, v_num=9, loss/train=0.246, alignment/train=0.0892, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 66%|██████▌ | 309/469 [00:29<00:15, 10.60it/s, v_num=9, loss/train=0.173, alignment/train=0.0763, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 66%|██████▌ | 310/469 [00:29<00:14, 10.61it/s, v_num=9, loss/train=0.173, alignment/train=0.0763, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 66%|██████▌ | 310/469 [00:29<00:14, 10.61it/s, v_num=9, loss/train=0.179, alignment/train=0.0779, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 66%|██████▋ | 311/469 [00:29<00:14, 10.59it/s, v_num=9, loss/train=0.179, alignment/train=0.0779, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 66%|██████▋ | 311/469 [00:29<00:14, 10.59it/s, v_num=9, loss/train=0.218, alignment/train=0.0818, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 67%|██████▋ | 312/469 [00:29<00:14, 10.59it/s, v_num=9, loss/train=0.218, alignment/train=0.0818, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 67%|██████▋ | 312/469 [00:29<00:14, 10.59it/s, v_num=9, loss/train=0.197, alignment/train=0.0817, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 67%|██████▋ | 313/469 [00:29<00:14, 10.61it/s, v_num=9, loss/train=0.197, alignment/train=0.0817, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 67%|██████▋ | 313/469 [00:29<00:14, 10.61it/s, v_num=9, loss/train=0.221, alignment/train=0.0935, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 67%|██████▋ | 314/469 [00:29<00:14, 10.60it/s, v_num=9, loss/train=0.221, alignment/train=0.0935, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 67%|██████▋ | 314/469 [00:29<00:14, 10.60it/s, v_num=9, loss/train=0.228, alignment/train=0.0674, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 67%|██████▋ | 315/469 [00:29<00:14, 10.60it/s, v_num=9, loss/train=0.228, alignment/train=0.0674, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 67%|██████▋ | 315/469 [00:29<00:14, 10.60it/s, v_num=9, loss/train=0.236, alignment/train=0.0916, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 67%|██████▋ | 316/469 [00:29<00:14, 10.61it/s, v_num=9, loss/train=0.236, alignment/train=0.0916, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 67%|██████▋ | 316/469 [00:29<00:14, 10.61it/s, v_num=9, loss/train=0.183, alignment/train=0.083, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 68%|██████▊ | 317/469 [00:29<00:14, 10.60it/s, v_num=9, loss/train=0.183, alignment/train=0.083, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 68%|██████▊ | 317/469 [00:29<00:14, 10.60it/s, v_num=9, loss/train=0.192, alignment/train=0.081, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 68%|██████▊ | 318/469 [00:29<00:14, 10.61it/s, v_num=9, loss/train=0.192, alignment/train=0.081, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 68%|██████▊ | 318/469 [00:29<00:14, 10.61it/s, v_num=9, loss/train=0.196, alignment/train=0.0777, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 68%|██████▊ | 319/469 [00:30<00:14, 10.62it/s, v_num=9, loss/train=0.196, alignment/train=0.0777, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 68%|██████▊ | 319/469 [00:30<00:14, 10.62it/s, v_num=9, loss/train=0.230, alignment/train=0.0875, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 68%|██████▊ | 320/469 [00:30<00:14, 10.62it/s, v_num=9, loss/train=0.230, alignment/train=0.0875, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 68%|██████▊ | 320/469 [00:30<00:14, 10.62it/s, v_num=9, loss/train=0.174, alignment/train=0.0803, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 68%|██████▊ | 321/469 [00:30<00:13, 10.63it/s, v_num=9, loss/train=0.174, alignment/train=0.0803, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 68%|██████▊ | 321/469 [00:30<00:13, 10.63it/s, v_num=9, loss/train=0.215, alignment/train=0.0859, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 69%|██████▊ | 322/469 [00:30<00:13, 10.64it/s, v_num=9, loss/train=0.215, alignment/train=0.0859, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 69%|██████▊ | 322/469 [00:30<00:13, 10.64it/s, v_num=9, loss/train=0.208, alignment/train=0.0983, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 69%|██████▉ | 323/469 [00:30<00:13, 10.64it/s, v_num=9, loss/train=0.208, alignment/train=0.0983, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 69%|██████▉ | 323/469 [00:30<00:13, 10.64it/s, v_num=9, loss/train=0.198, alignment/train=0.0771, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 69%|██████▉ | 324/469 [00:30<00:13, 10.65it/s, v_num=9, loss/train=0.198, alignment/train=0.0771, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 69%|██████▉ | 324/469 [00:30<00:13, 10.65it/s, v_num=9, loss/train=0.196, alignment/train=0.0932, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 69%|██████▉ | 325/469 [00:30<00:13, 10.63it/s, v_num=9, loss/train=0.196, alignment/train=0.0932, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 69%|██████▉ | 325/469 [00:30<00:13, 10.63it/s, v_num=9, loss/train=0.199, alignment/train=0.0914, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 70%|██████▉ | 326/469 [00:30<00:13, 10.64it/s, v_num=9, loss/train=0.199, alignment/train=0.0914, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 70%|██████▉ | 326/469 [00:30<00:13, 10.64it/s, v_num=9, loss/train=0.225, alignment/train=0.0855, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 70%|██████▉ | 327/469 [00:30<00:13, 10.64it/s, v_num=9, loss/train=0.225, alignment/train=0.0855, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 70%|██████▉ | 327/469 [00:30<00:13, 10.64it/s, v_num=9, loss/train=0.237, alignment/train=0.0906, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 70%|██████▉ | 328/469 [00:30<00:13, 10.62it/s, v_num=9, loss/train=0.237, alignment/train=0.0906, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 70%|██████▉ | 328/469 [00:30<00:13, 10.62it/s, v_num=9, loss/train=0.224, alignment/train=0.0899, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 70%|███████ | 329/469 [00:30<00:13, 10.63it/s, v_num=9, loss/train=0.224, alignment/train=0.0899, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 70%|███████ | 329/469 [00:30<00:13, 10.63it/s, v_num=9, loss/train=0.171, alignment/train=0.0767, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 70%|███████ | 330/469 [00:30<00:13, 10.65it/s, v_num=9, loss/train=0.171, alignment/train=0.0767, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 70%|███████ | 330/469 [00:30<00:13, 10.65it/s, v_num=9, loss/train=0.202, alignment/train=0.0849, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 71%|███████ | 331/469 [00:31<00:12, 10.65it/s, v_num=9, loss/train=0.202, alignment/train=0.0849, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 71%|███████ | 331/469 [00:31<00:12, 10.65it/s, v_num=9, loss/train=0.175, alignment/train=0.081, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 71%|███████ | 332/469 [00:31<00:12, 10.65it/s, v_num=9, loss/train=0.175, alignment/train=0.081, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 71%|███████ | 332/469 [00:31<00:12, 10.65it/s, v_num=9, loss/train=0.171, alignment/train=0.0776, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 71%|███████ | 333/469 [00:31<00:12, 10.64it/s, v_num=9, loss/train=0.171, alignment/train=0.0776, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 71%|███████ | 333/469 [00:31<00:12, 10.64it/s, v_num=9, loss/train=0.234, alignment/train=0.0843, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 71%|███████ | 334/469 [00:31<00:12, 10.65it/s, v_num=9, loss/train=0.234, alignment/train=0.0843, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 71%|███████ | 334/469 [00:31<00:12, 10.65it/s, v_num=9, loss/train=0.176, alignment/train=0.0831, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 71%|███████▏ | 335/469 [00:31<00:12, 10.65it/s, v_num=9, loss/train=0.176, alignment/train=0.0831, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 71%|███████▏ | 335/469 [00:31<00:12, 10.65it/s, v_num=9, loss/train=0.252, alignment/train=0.0917, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 72%|███████▏ | 336/469 [00:31<00:12, 10.66it/s, v_num=9, loss/train=0.252, alignment/train=0.0917, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 72%|███████▏ | 336/469 [00:31<00:12, 10.66it/s, v_num=9, loss/train=0.245, alignment/train=0.101, uniformity/train=-3.53, contrastive_acc/train=0.988, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 72%|███████▏ | 337/469 [00:31<00:12, 10.67it/s, v_num=9, loss/train=0.245, alignment/train=0.101, uniformity/train=-3.53, contrastive_acc/train=0.988, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 72%|███████▏ | 337/469 [00:31<00:12, 10.67it/s, v_num=9, loss/train=0.217, alignment/train=0.0918, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 72%|███████▏ | 338/469 [00:31<00:12, 10.65it/s, v_num=9, loss/train=0.217, alignment/train=0.0918, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 72%|███████▏ | 338/469 [00:31<00:12, 10.65it/s, v_num=9, loss/train=0.182, alignment/train=0.0734, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 72%|███████▏ | 339/469 [00:31<00:12, 10.65it/s, v_num=9, loss/train=0.182, alignment/train=0.0734, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 72%|███████▏ | 339/469 [00:31<00:12, 10.65it/s, v_num=9, loss/train=0.194, alignment/train=0.0809, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 72%|███████▏ | 340/469 [00:31<00:12, 10.66it/s, v_num=9, loss/train=0.194, alignment/train=0.0809, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 72%|███████▏ | 340/469 [00:31<00:12, 10.66it/s, v_num=9, loss/train=0.203, alignment/train=0.0801, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 73%|███████▎ | 341/469 [00:32<00:12, 10.66it/s, v_num=9, loss/train=0.203, alignment/train=0.0801, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 73%|███████▎ | 341/469 [00:32<00:12, 10.65it/s, v_num=9, loss/train=0.219, alignment/train=0.0931, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 73%|███████▎ | 342/469 [00:32<00:11, 10.65it/s, v_num=9, loss/train=0.219, alignment/train=0.0931, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 73%|███████▎ | 342/469 [00:32<00:11, 10.65it/s, v_num=9, loss/train=0.202, alignment/train=0.0851, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 73%|███████▎ | 343/469 [00:32<00:11, 10.66it/s, v_num=9, loss/train=0.202, alignment/train=0.0851, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 73%|███████▎ | 343/469 [00:32<00:11, 10.66it/s, v_num=9, loss/train=0.198, alignment/train=0.0853, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 73%|███████▎ | 344/469 [00:32<00:11, 10.66it/s, v_num=9, loss/train=0.198, alignment/train=0.0853, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 73%|███████▎ | 344/469 [00:32<00:11, 10.66it/s, v_num=9, loss/train=0.236, alignment/train=0.0743, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 74%|███████▎ | 345/469 [00:32<00:11, 10.66it/s, v_num=9, loss/train=0.236, alignment/train=0.0743, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 74%|███████▎ | 345/469 [00:32<00:11, 10.66it/s, v_num=9, loss/train=0.190, alignment/train=0.0821, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 74%|███████▍ | 346/469 [00:32<00:11, 10.66it/s, v_num=9, loss/train=0.190, alignment/train=0.0821, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 74%|███████▍ | 346/469 [00:32<00:11, 10.66it/s, v_num=9, loss/train=0.186, alignment/train=0.0774, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 74%|███████▍ | 347/469 [00:32<00:11, 10.67it/s, v_num=9, loss/train=0.186, alignment/train=0.0774, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 74%|███████▍ | 347/469 [00:32<00:11, 10.67it/s, v_num=9, loss/train=0.189, alignment/train=0.0828, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 74%|███████▍ | 348/469 [00:32<00:11, 10.66it/s, v_num=9, loss/train=0.189, alignment/train=0.0828, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 74%|███████▍ | 348/469 [00:32<00:11, 10.66it/s, v_num=9, loss/train=0.193, alignment/train=0.0769, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 74%|███████▍ | 349/469 [00:32<00:11, 10.66it/s, v_num=9, loss/train=0.193, alignment/train=0.0769, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 74%|███████▍ | 349/469 [00:32<00:11, 10.66it/s, v_num=9, loss/train=0.178, alignment/train=0.0769, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 75%|███████▍ | 350/469 [00:32<00:11, 10.68it/s, v_num=9, loss/train=0.178, alignment/train=0.0769, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 75%|███████▍ | 350/469 [00:32<00:11, 10.68it/s, v_num=9, loss/train=0.193, alignment/train=0.0938, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 75%|███████▍ | 351/469 [00:32<00:11, 10.66it/s, v_num=9, loss/train=0.193, alignment/train=0.0938, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 75%|███████▍ | 351/469 [00:32<00:11, 10.66it/s, v_num=9, loss/train=0.202, alignment/train=0.0796, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 75%|███████▌ | 352/469 [00:32<00:10, 10.67it/s, v_num=9, loss/train=0.202, alignment/train=0.0796, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 75%|███████▌ | 352/469 [00:32<00:10, 10.67it/s, v_num=9, loss/train=0.207, alignment/train=0.0883, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 75%|███████▌ | 353/469 [00:33<00:10, 10.68it/s, v_num=9, loss/train=0.207, alignment/train=0.0883, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 75%|███████▌ | 353/469 [00:33<00:10, 10.68it/s, v_num=9, loss/train=0.204, alignment/train=0.088, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 75%|███████▌ | 354/469 [00:33<00:10, 10.69it/s, v_num=9, loss/train=0.204, alignment/train=0.088, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 75%|███████▌ | 354/469 [00:33<00:10, 10.69it/s, v_num=9, loss/train=0.223, alignment/train=0.0983, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 76%|███████▌ | 355/469 [00:33<00:10, 10.68it/s, v_num=9, loss/train=0.223, alignment/train=0.0983, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 76%|███████▌ | 355/469 [00:33<00:10, 10.68it/s, v_num=9, loss/train=0.198, alignment/train=0.0804, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 76%|███████▌ | 356/469 [00:33<00:10, 10.68it/s, v_num=9, loss/train=0.198, alignment/train=0.0804, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 76%|███████▌ | 356/469 [00:33<00:10, 10.68it/s, v_num=9, loss/train=0.201, alignment/train=0.0751, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 76%|███████▌ | 357/469 [00:33<00:10, 10.69it/s, v_num=9, loss/train=0.201, alignment/train=0.0751, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 76%|███████▌ | 357/469 [00:33<00:10, 10.69it/s, v_num=9, loss/train=0.237, alignment/train=0.0816, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 76%|███████▋ | 358/469 [00:33<00:10, 10.70it/s, v_num=9, loss/train=0.237, alignment/train=0.0816, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 76%|███████▋ | 358/469 [00:33<00:10, 10.70it/s, v_num=9, loss/train=0.210, alignment/train=0.0765, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 77%|███████▋ | 359/469 [00:33<00:10, 10.70it/s, v_num=9, loss/train=0.210, alignment/train=0.0765, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 77%|███████▋ | 359/469 [00:33<00:10, 10.70it/s, v_num=9, loss/train=0.194, alignment/train=0.0746, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 77%|███████▋ | 360/469 [00:33<00:10, 10.67it/s, v_num=9, loss/train=0.194, alignment/train=0.0746, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 77%|███████▋ | 360/469 [00:33<00:10, 10.67it/s, v_num=9, loss/train=0.192, alignment/train=0.0856, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 77%|███████▋ | 361/469 [00:33<00:10, 10.69it/s, v_num=9, loss/train=0.192, alignment/train=0.0856, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 77%|███████▋ | 361/469 [00:33<00:10, 10.69it/s, v_num=9, loss/train=0.205, alignment/train=0.0881, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 77%|███████▋ | 362/469 [00:33<00:10, 10.70it/s, v_num=9, loss/train=0.205, alignment/train=0.0881, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 77%|███████▋ | 362/469 [00:33<00:10, 10.70it/s, v_num=9, loss/train=0.256, alignment/train=0.0877, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 77%|███████▋ | 363/469 [00:33<00:09, 10.71it/s, v_num=9, loss/train=0.256, alignment/train=0.0877, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 77%|███████▋ | 363/469 [00:33<00:09, 10.71it/s, v_num=9, loss/train=0.237, alignment/train=0.101, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 78%|███████▊ | 364/469 [00:34<00:09, 10.71it/s, v_num=9, loss/train=0.237, alignment/train=0.101, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 78%|███████▊ | 364/469 [00:34<00:09, 10.71it/s, v_num=9, loss/train=0.219, alignment/train=0.0873, uniformity/train=-3.53, contrastive_acc/train=0.988, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 78%|███████▊ | 365/469 [00:34<00:09, 10.70it/s, v_num=9, loss/train=0.219, alignment/train=0.0873, uniformity/train=-3.53, contrastive_acc/train=0.988, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 78%|███████▊ | 365/469 [00:34<00:09, 10.70it/s, v_num=9, loss/train=0.210, alignment/train=0.0865, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 78%|███████▊ | 366/469 [00:34<00:09, 10.70it/s, v_num=9, loss/train=0.210, alignment/train=0.0865, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 78%|███████▊ | 366/469 [00:34<00:09, 10.70it/s, v_num=9, loss/train=0.186, alignment/train=0.0774, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 78%|███████▊ | 367/469 [00:34<00:09, 10.71it/s, v_num=9, loss/train=0.186, alignment/train=0.0774, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 78%|███████▊ | 367/469 [00:34<00:09, 10.71it/s, v_num=9, loss/train=0.216, alignment/train=0.0906, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 78%|███████▊ | 368/469 [00:34<00:09, 10.71it/s, v_num=9, loss/train=0.216, alignment/train=0.0906, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 78%|███████▊ | 368/469 [00:34<00:09, 10.71it/s, v_num=9, loss/train=0.203, alignment/train=0.0879, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 79%|███████▊ | 369/469 [00:34<00:09, 10.70it/s, v_num=9, loss/train=0.203, alignment/train=0.0879, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 79%|███████▊ | 369/469 [00:34<00:09, 10.70it/s, v_num=9, loss/train=0.195, alignment/train=0.0784, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 79%|███████▉ | 370/469 [00:34<00:09, 10.71it/s, v_num=9, loss/train=0.195, alignment/train=0.0784, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 79%|███████▉ | 370/469 [00:34<00:09, 10.71it/s, v_num=9, loss/train=0.204, alignment/train=0.083, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 79%|███████▉ | 371/469 [00:34<00:09, 10.71it/s, v_num=9, loss/train=0.204, alignment/train=0.083, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 79%|███████▉ | 371/469 [00:34<00:09, 10.71it/s, v_num=9, loss/train=0.242, alignment/train=0.0793, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 79%|███████▉ | 372/469 [00:34<00:09, 10.71it/s, v_num=9, loss/train=0.242, alignment/train=0.0793, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 79%|███████▉ | 372/469 [00:34<00:09, 10.71it/s, v_num=9, loss/train=0.207, alignment/train=0.0828, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 80%|███████▉ | 373/469 [00:34<00:08, 10.72it/s, v_num=9, loss/train=0.207, alignment/train=0.0828, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 80%|███████▉ | 373/469 [00:34<00:08, 10.72it/s, v_num=9, loss/train=0.167, alignment/train=0.0853, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 80%|███████▉ | 374/469 [00:34<00:08, 10.73it/s, v_num=9, loss/train=0.167, alignment/train=0.0853, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 80%|███████▉ | 374/469 [00:34<00:08, 10.73it/s, v_num=9, loss/train=0.208, alignment/train=0.0935, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 80%|███████▉ | 375/469 [00:34<00:08, 10.73it/s, v_num=9, loss/train=0.208, alignment/train=0.0935, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 80%|███████▉ | 375/469 [00:34<00:08, 10.73it/s, v_num=9, loss/train=0.216, alignment/train=0.0907, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 80%|████████ | 376/469 [00:35<00:08, 10.72it/s, v_num=9, loss/train=0.216, alignment/train=0.0907, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 80%|████████ | 376/469 [00:35<00:08, 10.72it/s, v_num=9, loss/train=0.216, alignment/train=0.0819, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 80%|████████ | 377/469 [00:35<00:08, 10.72it/s, v_num=9, loss/train=0.216, alignment/train=0.0819, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 80%|████████ | 377/469 [00:35<00:08, 10.72it/s, v_num=9, loss/train=0.175, alignment/train=0.0795, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 81%|████████ | 378/469 [00:35<00:08, 10.73it/s, v_num=9, loss/train=0.175, alignment/train=0.0795, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 81%|████████ | 378/469 [00:35<00:08, 10.73it/s, v_num=9, loss/train=0.274, alignment/train=0.095, uniformity/train=-3.51, contrastive_acc/train=0.973, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 81%|████████ | 379/469 [00:35<00:08, 10.73it/s, v_num=9, loss/train=0.274, alignment/train=0.095, uniformity/train=-3.51, contrastive_acc/train=0.973, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 81%|████████ | 379/469 [00:35<00:08, 10.73it/s, v_num=9, loss/train=0.192, alignment/train=0.0877, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 81%|████████ | 380/469 [00:35<00:08, 10.73it/s, v_num=9, loss/train=0.192, alignment/train=0.0877, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 81%|████████ | 380/469 [00:35<00:08, 10.73it/s, v_num=9, loss/train=0.214, alignment/train=0.092, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 81%|████████ | 381/469 [00:35<00:08, 10.72it/s, v_num=9, loss/train=0.214, alignment/train=0.092, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 81%|████████ | 381/469 [00:35<00:08, 10.72it/s, v_num=9, loss/train=0.213, alignment/train=0.0742, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 81%|████████▏ | 382/469 [00:35<00:08, 10.73it/s, v_num=9, loss/train=0.213, alignment/train=0.0742, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 81%|████████▏ | 382/469 [00:35<00:08, 10.73it/s, v_num=9, loss/train=0.189, alignment/train=0.0863, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 82%|████████▏ | 383/469 [00:35<00:08, 10.73it/s, v_num=9, loss/train=0.189, alignment/train=0.0863, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 82%|████████▏ | 383/469 [00:35<00:08, 10.73it/s, v_num=9, loss/train=0.171, alignment/train=0.0763, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 82%|████████▏ | 384/469 [00:35<00:07, 10.73it/s, v_num=9, loss/train=0.171, alignment/train=0.0763, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 82%|████████▏ | 384/469 [00:35<00:07, 10.73it/s, v_num=9, loss/train=0.215, alignment/train=0.0993, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 82%|████████▏ | 385/469 [00:35<00:07, 10.73it/s, v_num=9, loss/train=0.215, alignment/train=0.0993, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 82%|████████▏ | 385/469 [00:35<00:07, 10.73it/s, v_num=9, loss/train=0.223, alignment/train=0.0953, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 82%|████████▏ | 386/469 [00:35<00:07, 10.74it/s, v_num=9, loss/train=0.223, alignment/train=0.0953, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 82%|████████▏ | 386/469 [00:35<00:07, 10.74it/s, v_num=9, loss/train=0.235, alignment/train=0.0907, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 83%|████████▎ | 387/469 [00:36<00:07, 10.75it/s, v_num=9, loss/train=0.235, alignment/train=0.0907, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 83%|████████▎ | 387/469 [00:36<00:07, 10.75it/s, v_num=9, loss/train=0.164, alignment/train=0.0684, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 83%|████████▎ | 388/469 [00:36<00:07, 10.75it/s, v_num=9, loss/train=0.164, alignment/train=0.0684, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 83%|████████▎ | 388/469 [00:36<00:07, 10.75it/s, v_num=9, loss/train=0.218, alignment/train=0.0859, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 83%|████████▎ | 389/469 [00:36<00:07, 10.75it/s, v_num=9, loss/train=0.218, alignment/train=0.0859, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 83%|████████▎ | 389/469 [00:36<00:07, 10.75it/s, v_num=9, loss/train=0.186, alignment/train=0.0858, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 83%|████████▎ | 390/469 [00:36<00:07, 10.75it/s, v_num=9, loss/train=0.186, alignment/train=0.0858, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 83%|████████▎ | 390/469 [00:36<00:07, 10.75it/s, v_num=9, loss/train=0.207, alignment/train=0.0806, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 83%|████████▎ | 391/469 [00:36<00:07, 10.73it/s, v_num=9, loss/train=0.207, alignment/train=0.0806, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 83%|████████▎ | 391/469 [00:36<00:07, 10.73it/s, v_num=9, loss/train=0.180, alignment/train=0.0777, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 84%|████████▎ | 392/469 [00:36<00:07, 10.75it/s, v_num=9, loss/train=0.180, alignment/train=0.0777, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 84%|████████▎ | 392/469 [00:36<00:07, 10.75it/s, v_num=9, loss/train=0.189, alignment/train=0.0864, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 84%|████████▍ | 393/469 [00:36<00:07, 10.75it/s, v_num=9, loss/train=0.189, alignment/train=0.0864, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 84%|████████▍ | 393/469 [00:36<00:07, 10.75it/s, v_num=9, loss/train=0.217, alignment/train=0.0744, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 84%|████████▍ | 394/469 [00:36<00:06, 10.75it/s, v_num=9, loss/train=0.217, alignment/train=0.0744, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 84%|████████▍ | 394/469 [00:36<00:06, 10.75it/s, v_num=9, loss/train=0.202, alignment/train=0.073, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 84%|████████▍ | 395/469 [00:36<00:06, 10.75it/s, v_num=9, loss/train=0.202, alignment/train=0.073, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 84%|████████▍ | 395/469 [00:36<00:06, 10.75it/s, v_num=9, loss/train=0.171, alignment/train=0.0729, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 84%|████████▍ | 396/469 [00:36<00:06, 10.76it/s, v_num=9, loss/train=0.171, alignment/train=0.0729, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 84%|████████▍ | 396/469 [00:36<00:06, 10.76it/s, v_num=9, loss/train=0.175, alignment/train=0.0773, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 85%|████████▍ | 397/469 [00:36<00:06, 10.74it/s, v_num=9, loss/train=0.175, alignment/train=0.0773, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 85%|████████▍ | 397/469 [00:36<00:06, 10.74it/s, v_num=9, loss/train=0.184, alignment/train=0.0807, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 85%|████████▍ | 398/469 [00:37<00:06, 10.75it/s, v_num=9, loss/train=0.184, alignment/train=0.0807, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 85%|████████▍ | 398/469 [00:37<00:06, 10.75it/s, v_num=9, loss/train=0.198, alignment/train=0.0872, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 85%|████████▌ | 399/469 [00:37<00:06, 10.76it/s, v_num=9, loss/train=0.198, alignment/train=0.0872, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 85%|████████▌ | 399/469 [00:37<00:06, 10.76it/s, v_num=9, loss/train=0.216, alignment/train=0.0975, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 85%|████████▌ | 400/469 [00:37<00:06, 10.75it/s, v_num=9, loss/train=0.216, alignment/train=0.0975, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 85%|████████▌ | 400/469 [00:37<00:06, 10.75it/s, v_num=9, loss/train=0.193, alignment/train=0.0766, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 86%|████████▌ | 401/469 [00:37<00:06, 10.76it/s, v_num=9, loss/train=0.193, alignment/train=0.0766, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 86%|████████▌ | 401/469 [00:37<00:06, 10.76it/s, v_num=9, loss/train=0.173, alignment/train=0.0802, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 86%|████████▌ | 402/469 [00:37<00:06, 10.77it/s, v_num=9, loss/train=0.173, alignment/train=0.0802, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 86%|████████▌ | 402/469 [00:37<00:06, 10.77it/s, v_num=9, loss/train=0.174, alignment/train=0.0819, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 86%|████████▌ | 403/469 [00:37<00:06, 10.77it/s, v_num=9, loss/train=0.174, alignment/train=0.0819, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 86%|████████▌ | 403/469 [00:37<00:06, 10.77it/s, v_num=9, loss/train=0.242, alignment/train=0.0898, uniformity/train=-3.52, contrastive_acc/train=0.980, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 86%|████████▌ | 404/469 [00:37<00:06, 10.77it/s, v_num=9, loss/train=0.242, alignment/train=0.0898, uniformity/train=-3.52, contrastive_acc/train=0.980, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 86%|████████▌ | 404/469 [00:37<00:06, 10.77it/s, v_num=9, loss/train=0.207, alignment/train=0.0773, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 86%|████████▋ | 405/469 [00:37<00:05, 10.76it/s, v_num=9, loss/train=0.207, alignment/train=0.0773, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 86%|████████▋ | 405/469 [00:37<00:05, 10.76it/s, v_num=9, loss/train=0.223, alignment/train=0.087, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 87%|████████▋ | 406/469 [00:37<00:05, 10.76it/s, v_num=9, loss/train=0.223, alignment/train=0.087, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 87%|████████▋ | 406/469 [00:37<00:05, 10.76it/s, v_num=9, loss/train=0.243, alignment/train=0.100, uniformity/train=-3.53, contrastive_acc/train=0.988, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 87%|████████▋ | 407/469 [00:37<00:05, 10.77it/s, v_num=9, loss/train=0.243, alignment/train=0.100, uniformity/train=-3.53, contrastive_acc/train=0.988, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 87%|████████▋ | 407/469 [00:37<00:05, 10.77it/s, v_num=9, loss/train=0.203, alignment/train=0.0811, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 87%|████████▋ | 408/469 [00:37<00:05, 10.77it/s, v_num=9, loss/train=0.203, alignment/train=0.0811, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 87%|████████▋ | 408/469 [00:37<00:05, 10.77it/s, v_num=9, loss/train=0.196, alignment/train=0.0894, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 87%|████████▋ | 409/469 [00:37<00:05, 10.78it/s, v_num=9, loss/train=0.196, alignment/train=0.0894, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 87%|████████▋ | 409/469 [00:37<00:05, 10.78it/s, v_num=9, loss/train=0.180, alignment/train=0.0797, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 87%|████████▋ | 410/469 [00:37<00:05, 10.79it/s, v_num=9, loss/train=0.180, alignment/train=0.0797, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 87%|████████▋ | 410/469 [00:37<00:05, 10.79it/s, v_num=9, loss/train=0.198, alignment/train=0.0889, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 88%|████████▊ | 411/469 [00:38<00:05, 10.79it/s, v_num=9, loss/train=0.198, alignment/train=0.0889, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 88%|████████▊ | 411/469 [00:38<00:05, 10.79it/s, v_num=9, loss/train=0.260, alignment/train=0.0915, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 88%|████████▊ | 412/469 [00:38<00:05, 10.78it/s, v_num=9, loss/train=0.260, alignment/train=0.0915, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 88%|████████▊ | 412/469 [00:38<00:05, 10.78it/s, v_num=9, loss/train=0.211, alignment/train=0.0714, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 88%|████████▊ | 413/469 [00:38<00:05, 10.77it/s, v_num=9, loss/train=0.211, alignment/train=0.0714, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 88%|████████▊ | 413/469 [00:38<00:05, 10.77it/s, v_num=9, loss/train=0.147, alignment/train=0.0808, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 88%|████████▊ | 414/469 [00:38<00:05, 10.78it/s, v_num=9, loss/train=0.147, alignment/train=0.0808, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 88%|████████▊ | 414/469 [00:38<00:05, 10.78it/s, v_num=9, loss/train=0.200, alignment/train=0.0844, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 88%|████████▊ | 415/469 [00:38<00:05, 10.79it/s, v_num=9, loss/train=0.200, alignment/train=0.0844, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 88%|████████▊ | 415/469 [00:38<00:05, 10.79it/s, v_num=9, loss/train=0.192, alignment/train=0.0764, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 89%|████████▊ | 416/469 [00:38<00:04, 10.80it/s, v_num=9, loss/train=0.192, alignment/train=0.0764, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 89%|████████▊ | 416/469 [00:38<00:04, 10.80it/s, v_num=9, loss/train=0.180, alignment/train=0.0779, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 89%|████████▉ | 417/469 [00:38<00:04, 10.79it/s, v_num=9, loss/train=0.180, alignment/train=0.0779, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 89%|████████▉ | 417/469 [00:38<00:04, 10.79it/s, v_num=9, loss/train=0.201, alignment/train=0.0839, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 89%|████████▉ | 418/469 [00:38<00:04, 10.79it/s, v_num=9, loss/train=0.201, alignment/train=0.0839, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 89%|████████▉ | 418/469 [00:38<00:04, 10.79it/s, v_num=9, loss/train=0.202, alignment/train=0.0858, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 89%|████████▉ | 419/469 [00:38<00:04, 10.79it/s, v_num=9, loss/train=0.202, alignment/train=0.0858, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 89%|████████▉ | 419/469 [00:38<00:04, 10.79it/s, v_num=9, loss/train=0.225, alignment/train=0.0907, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 90%|████████▉ | 420/469 [00:38<00:04, 10.79it/s, v_num=9, loss/train=0.225, alignment/train=0.0907, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 90%|████████▉ | 420/469 [00:38<00:04, 10.79it/s, v_num=9, loss/train=0.190, alignment/train=0.0726, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 90%|████████▉ | 421/469 [00:39<00:04, 10.78it/s, v_num=9, loss/train=0.190, alignment/train=0.0726, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 90%|████████▉ | 421/469 [00:39<00:04, 10.78it/s, v_num=9, loss/train=0.186, alignment/train=0.0859, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 90%|████████▉ | 422/469 [00:39<00:04, 10.78it/s, v_num=9, loss/train=0.186, alignment/train=0.0859, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 90%|████████▉ | 422/469 [00:39<00:04, 10.78it/s, v_num=9, loss/train=0.220, alignment/train=0.0822, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 90%|█████████ | 423/469 [00:39<00:04, 10.79it/s, v_num=9, loss/train=0.220, alignment/train=0.0822, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 90%|█████████ | 423/469 [00:39<00:04, 10.79it/s, v_num=9, loss/train=0.189, alignment/train=0.0817, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 90%|█████████ | 424/469 [00:39<00:04, 10.80it/s, v_num=9, loss/train=0.189, alignment/train=0.0817, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 90%|█████████ | 424/469 [00:39<00:04, 10.80it/s, v_num=9, loss/train=0.207, alignment/train=0.0955, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 91%|█████████ | 425/469 [00:39<00:04, 10.79it/s, v_num=9, loss/train=0.207, alignment/train=0.0955, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 91%|█████████ | 425/469 [00:39<00:04, 10.79it/s, v_num=9, loss/train=0.189, alignment/train=0.0863, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 91%|█████████ | 426/469 [00:39<00:03, 10.79it/s, v_num=9, loss/train=0.189, alignment/train=0.0863, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 91%|█████████ | 426/469 [00:39<00:03, 10.79it/s, v_num=9, loss/train=0.183, alignment/train=0.0712, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 91%|█████████ | 427/469 [00:39<00:03, 10.78it/s, v_num=9, loss/train=0.183, alignment/train=0.0712, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 91%|█████████ | 427/469 [00:39<00:03, 10.78it/s, v_num=9, loss/train=0.202, alignment/train=0.0734, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 91%|█████████▏| 428/469 [00:39<00:03, 10.79it/s, v_num=9, loss/train=0.202, alignment/train=0.0734, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 91%|█████████▏| 428/469 [00:39<00:03, 10.79it/s, v_num=9, loss/train=0.183, alignment/train=0.0804, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 91%|█████████▏| 429/469 [00:39<00:03, 10.80it/s, v_num=9, loss/train=0.183, alignment/train=0.0804, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 91%|█████████▏| 429/469 [00:39<00:03, 10.80it/s, v_num=9, loss/train=0.209, alignment/train=0.0932, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 92%|█████████▏| 430/469 [00:39<00:03, 10.81it/s, v_num=9, loss/train=0.209, alignment/train=0.0932, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 92%|█████████▏| 430/469 [00:39<00:03, 10.81it/s, v_num=9, loss/train=0.237, alignment/train=0.089, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 92%|█████████▏| 431/469 [00:39<00:03, 10.81it/s, v_num=9, loss/train=0.237, alignment/train=0.089, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 92%|█████████▏| 431/469 [00:39<00:03, 10.81it/s, v_num=9, loss/train=0.197, alignment/train=0.0763, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 92%|█████████▏| 432/469 [00:39<00:03, 10.81it/s, v_num=9, loss/train=0.197, alignment/train=0.0763, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 92%|█████████▏| 432/469 [00:39<00:03, 10.81it/s, v_num=9, loss/train=0.231, alignment/train=0.0915, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 92%|█████████▏| 433/469 [00:40<00:03, 10.80it/s, v_num=9, loss/train=0.231, alignment/train=0.0915, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 92%|█████████▏| 433/469 [00:40<00:03, 10.80it/s, v_num=9, loss/train=0.252, alignment/train=0.0954, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 93%|█████████▎| 434/469 [00:40<00:03, 10.80it/s, v_num=9, loss/train=0.252, alignment/train=0.0954, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 93%|█████████▎| 434/469 [00:40<00:03, 10.80it/s, v_num=9, loss/train=0.202, alignment/train=0.0774, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 93%|█████████▎| 435/469 [00:40<00:03, 10.80it/s, v_num=9, loss/train=0.202, alignment/train=0.0774, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 93%|█████████▎| 435/469 [00:40<00:03, 10.80it/s, v_num=9, loss/train=0.223, alignment/train=0.0849, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 93%|█████████▎| 436/469 [00:40<00:03, 10.78it/s, v_num=9, loss/train=0.223, alignment/train=0.0849, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 93%|█████████▎| 436/469 [00:40<00:03, 10.78it/s, v_num=9, loss/train=0.202, alignment/train=0.0719, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 93%|█████████▎| 437/469 [00:40<00:02, 10.78it/s, v_num=9, loss/train=0.202, alignment/train=0.0719, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 93%|█████████▎| 437/469 [00:40<00:02, 10.78it/s, v_num=9, loss/train=0.195, alignment/train=0.0866, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 93%|█████████▎| 438/469 [00:40<00:02, 10.79it/s, v_num=9, loss/train=0.195, alignment/train=0.0866, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 93%|█████████▎| 438/469 [00:40<00:02, 10.79it/s, v_num=9, loss/train=0.215, alignment/train=0.0871, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 94%|█████████▎| 439/469 [00:40<00:02, 10.80it/s, v_num=9, loss/train=0.215, alignment/train=0.0871, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 94%|█████████▎| 439/469 [00:40<00:02, 10.80it/s, v_num=9, loss/train=0.183, alignment/train=0.0867, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 94%|█████████▍| 440/469 [00:40<00:02, 10.81it/s, v_num=9, loss/train=0.183, alignment/train=0.0867, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 94%|█████████▍| 440/469 [00:40<00:02, 10.81it/s, v_num=9, loss/train=0.201, alignment/train=0.0743, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 94%|█████████▍| 441/469 [00:40<00:02, 10.81it/s, v_num=9, loss/train=0.201, alignment/train=0.0743, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 94%|█████████▍| 441/469 [00:40<00:02, 10.81it/s, v_num=9, loss/train=0.220, alignment/train=0.0902, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 94%|█████████▍| 442/469 [00:40<00:02, 10.78it/s, v_num=9, loss/train=0.220, alignment/train=0.0902, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 94%|█████████▍| 442/469 [00:40<00:02, 10.78it/s, v_num=9, loss/train=0.201, alignment/train=0.0741, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 94%|█████████▍| 443/469 [00:41<00:02, 10.79it/s, v_num=9, loss/train=0.201, alignment/train=0.0741, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 94%|█████████▍| 443/469 [00:41<00:02, 10.79it/s, v_num=9, loss/train=0.234, alignment/train=0.0804, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 95%|█████████▍| 444/469 [00:41<00:02, 10.80it/s, v_num=9, loss/train=0.234, alignment/train=0.0804, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 95%|█████████▍| 444/469 [00:41<00:02, 10.80it/s, v_num=9, loss/train=0.191, alignment/train=0.0789, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 95%|█████████▍| 445/469 [00:41<00:02, 10.80it/s, v_num=9, loss/train=0.191, alignment/train=0.0789, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 95%|█████████▍| 445/469 [00:41<00:02, 10.80it/s, v_num=9, loss/train=0.252, alignment/train=0.0913, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 95%|█████████▌| 446/469 [00:41<00:02, 10.79it/s, v_num=9, loss/train=0.252, alignment/train=0.0913, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 95%|█████████▌| 446/469 [00:41<00:02, 10.79it/s, v_num=9, loss/train=0.176, alignment/train=0.0819, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 95%|█████████▌| 447/469 [00:41<00:02, 10.80it/s, v_num=9, loss/train=0.176, alignment/train=0.0819, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 95%|█████████▌| 447/469 [00:41<00:02, 10.80it/s, v_num=9, loss/train=0.184, alignment/train=0.0793, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 96%|█████████▌| 448/469 [00:41<00:01, 10.80it/s, v_num=9, loss/train=0.184, alignment/train=0.0793, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 96%|█████████▌| 448/469 [00:41<00:01, 10.80it/s, v_num=9, loss/train=0.223, alignment/train=0.0788, uniformity/train=-3.52, contrastive_acc/train=0.984, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 96%|█████████▌| 449/469 [00:41<00:01, 10.80it/s, v_num=9, loss/train=0.223, alignment/train=0.0788, uniformity/train=-3.52, contrastive_acc/train=0.984, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 96%|█████████▌| 449/469 [00:41<00:01, 10.80it/s, v_num=9, loss/train=0.211, alignment/train=0.0812, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 96%|█████████▌| 450/469 [00:41<00:01, 10.81it/s, v_num=9, loss/train=0.211, alignment/train=0.0812, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 96%|█████████▌| 450/469 [00:41<00:01, 10.81it/s, v_num=9, loss/train=0.190, alignment/train=0.0847, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 96%|█████████▌| 451/469 [00:41<00:01, 10.82it/s, v_num=9, loss/train=0.190, alignment/train=0.0847, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 96%|█████████▌| 451/469 [00:41<00:01, 10.82it/s, v_num=9, loss/train=0.199, alignment/train=0.0854, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 96%|█████████▋| 452/469 [00:41<00:01, 10.83it/s, v_num=9, loss/train=0.199, alignment/train=0.0854, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 96%|█████████▋| 452/469 [00:41<00:01, 10.83it/s, v_num=9, loss/train=0.258, alignment/train=0.0964, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 97%|█████████▋| 453/469 [00:41<00:01, 10.85it/s, v_num=9, loss/train=0.258, alignment/train=0.0964, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 97%|█████████▋| 453/469 [00:41<00:01, 10.85it/s, v_num=9, loss/train=0.206, alignment/train=0.0859, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 97%|█████████▋| 454/469 [00:41<00:01, 10.86it/s, v_num=9, loss/train=0.206, alignment/train=0.0859, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 97%|█████████▋| 454/469 [00:41<00:01, 10.86it/s, v_num=9, loss/train=0.186, alignment/train=0.0835, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 97%|█████████▋| 455/469 [00:41<00:01, 10.88it/s, v_num=9, loss/train=0.186, alignment/train=0.0835, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 97%|█████████▋| 455/469 [00:41<00:01, 10.88it/s, v_num=9, loss/train=0.182, alignment/train=0.0815, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 97%|█████████▋| 456/469 [00:41<00:01, 10.89it/s, v_num=9, loss/train=0.182, alignment/train=0.0815, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 97%|█████████▋| 456/469 [00:41<00:01, 10.89it/s, v_num=9, loss/train=0.188, alignment/train=0.0773, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 97%|█████████▋| 457/469 [00:41<00:01, 10.90it/s, v_num=9, loss/train=0.188, alignment/train=0.0773, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 97%|█████████▋| 457/469 [00:41<00:01, 10.90it/s, v_num=9, loss/train=0.182, alignment/train=0.0869, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 98%|█████████▊| 458/469 [00:41<00:01, 10.92it/s, v_num=9, loss/train=0.182, alignment/train=0.0869, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 98%|█████████▊| 458/469 [00:41<00:01, 10.92it/s, v_num=9, loss/train=0.201, alignment/train=0.0819, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 98%|█████████▊| 459/469 [00:41<00:00, 10.93it/s, v_num=9, loss/train=0.201, alignment/train=0.0819, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 98%|█████████▊| 459/469 [00:41<00:00, 10.93it/s, v_num=9, loss/train=0.189, alignment/train=0.0798, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 98%|█████████▊| 460/469 [00:42<00:00, 10.95it/s, v_num=9, loss/train=0.189, alignment/train=0.0798, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 98%|█████████▊| 460/469 [00:42<00:00, 10.95it/s, v_num=9, loss/train=0.185, alignment/train=0.0791, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 98%|█████████▊| 461/469 [00:42<00:00, 10.96it/s, v_num=9, loss/train=0.185, alignment/train=0.0791, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 98%|█████████▊| 461/469 [00:42<00:00, 10.96it/s, v_num=9, loss/train=0.181, alignment/train=0.0829, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 99%|█████████▊| 462/469 [00:42<00:00, 10.98it/s, v_num=9, loss/train=0.181, alignment/train=0.0829, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 99%|█████████▊| 462/469 [00:42<00:00, 10.98it/s, v_num=9, loss/train=0.225, alignment/train=0.0855, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 99%|█████████▊| 463/469 [00:42<00:00, 10.99it/s, v_num=9, loss/train=0.225, alignment/train=0.0855, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 99%|█████████▊| 463/469 [00:42<00:00, 10.99it/s, v_num=9, loss/train=0.273, alignment/train=0.103, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 99%|█████████▉| 464/469 [00:42<00:00, 11.00it/s, v_num=9, loss/train=0.273, alignment/train=0.103, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 99%|█████████▉| 464/469 [00:42<00:00, 11.00it/s, v_num=9, loss/train=0.177, alignment/train=0.0817, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 99%|█████████▉| 465/469 [00:42<00:00, 11.02it/s, v_num=9, loss/train=0.177, alignment/train=0.0817, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 99%|█████████▉| 465/469 [00:42<00:00, 11.02it/s, v_num=9, loss/train=0.199, alignment/train=0.0796, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 99%|█████████▉| 466/469 [00:42<00:00, 11.03it/s, v_num=9, loss/train=0.199, alignment/train=0.0796, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 99%|█████████▉| 466/469 [00:42<00:00, 11.03it/s, v_num=9, loss/train=0.205, alignment/train=0.075, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 100%|█████████▉| 467/469 [00:42<00:00, 11.05it/s, v_num=9, loss/train=0.205, alignment/train=0.075, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 100%|█████████▉| 467/469 [00:42<00:00, 11.05it/s, v_num=9, loss/train=0.243, alignment/train=0.0841, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 100%|█████████▉| 468/469 [00:42<00:00, 11.06it/s, v_num=9, loss/train=0.243, alignment/train=0.0841, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 100%|█████████▉| 468/469 [00:42<00:00, 11.06it/s, v_num=9, loss/train=0.189, alignment/train=0.0844, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 100%|██████████| 469/469 [00:42<00:00, 11.07it/s, v_num=9, loss/train=0.189, alignment/train=0.0844, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 100%|██████████| 469/469 [00:42<00:00, 11.07it/s, v_num=9, loss/train=0.192, alignment/train=0.102, uniformity/train=-3.52, contrastive_acc/train=0.990, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
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Epoch 14: 100%|██████████| 469/469 [00:48<00:00, 9.73it/s, v_num=9, loss/train=0.192, alignment/train=0.102, uniformity/train=-3.52, contrastive_acc/train=0.990, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 100%|██████████| 469/469 [00:48<00:00, 9.73it/s, v_num=9, loss/train=0.192, alignment/train=0.102, uniformity/train=-3.52, contrastive_acc/train=0.990, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 0%| | 0/469 [00:00<?, ?it/s, v_num=9, loss/train=0.192, alignment/train=0.102, uniformity/train=-3.52, contrastive_acc/train=0.990, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 0%| | 0/469 [00:00<?, ?it/s, v_num=9, loss/train=0.192, alignment/train=0.102, uniformity/train=-3.52, contrastive_acc/train=0.990, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 0%| | 1/469 [00:01<12:32, 0.62it/s, v_num=9, loss/train=0.192, alignment/train=0.102, uniformity/train=-3.52, contrastive_acc/train=0.990, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 0%| | 1/469 [00:01<12:36, 0.62it/s, v_num=9, loss/train=0.166, alignment/train=0.0752, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 0%| | 2/469 [00:01<06:51, 1.13it/s, v_num=9, loss/train=0.166, alignment/train=0.0752, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 0%| | 2/469 [00:01<06:52, 1.13it/s, v_num=9, loss/train=0.204, alignment/train=0.0852, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 1%| | 3/469 [00:01<04:45, 1.63it/s, v_num=9, loss/train=0.204, alignment/train=0.0852, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 1%| | 3/469 [00:01<04:45, 1.63it/s, v_num=9, loss/train=0.174, alignment/train=0.0752, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 1%| | 4/469 [00:01<03:41, 2.09it/s, v_num=9, loss/train=0.174, alignment/train=0.0752, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 1%| | 4/469 [00:01<03:42, 2.09it/s, v_num=9, loss/train=0.189, alignment/train=0.0783, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 1%| | 5/469 [00:01<03:02, 2.54it/s, v_num=9, loss/train=0.189, alignment/train=0.0783, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 1%| | 5/469 [00:01<03:02, 2.54it/s, v_num=9, loss/train=0.241, alignment/train=0.0849, uniformity/train=-3.52, contrastive_acc/train=0.984, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 1%|▏ | 6/469 [00:02<02:40, 2.88it/s, v_num=9, loss/train=0.241, alignment/train=0.0849, uniformity/train=-3.52, contrastive_acc/train=0.984, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 1%|▏ | 6/469 [00:02<02:40, 2.88it/s, v_num=9, loss/train=0.187, alignment/train=0.0766, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 1%|▏ | 7/469 [00:02<02:24, 3.20it/s, v_num=9, loss/train=0.187, alignment/train=0.0766, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 1%|▏ | 7/469 [00:02<02:24, 3.19it/s, v_num=9, loss/train=0.218, alignment/train=0.094, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 2%|▏ | 8/469 [00:02<02:09, 3.56it/s, v_num=9, loss/train=0.218, alignment/train=0.094, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 2%|▏ | 8/469 [00:02<02:09, 3.56it/s, v_num=9, loss/train=0.184, alignment/train=0.0822, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 2%|▏ | 9/469 [00:02<01:57, 3.90it/s, v_num=9, loss/train=0.184, alignment/train=0.0822, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 2%|▏ | 9/469 [00:02<01:57, 3.90it/s, v_num=9, loss/train=0.216, alignment/train=0.0767, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 2%|▏ | 10/469 [00:02<01:50, 4.15it/s, v_num=9, loss/train=0.216, alignment/train=0.0767, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 2%|▏ | 10/469 [00:02<01:50, 4.15it/s, v_num=9, loss/train=0.196, alignment/train=0.0881, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 2%|▏ | 11/469 [00:02<01:45, 4.35it/s, v_num=9, loss/train=0.196, alignment/train=0.0881, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 2%|▏ | 11/469 [00:02<01:45, 4.35it/s, v_num=9, loss/train=0.202, alignment/train=0.0825, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 3%|▎ | 12/469 [00:02<01:38, 4.64it/s, v_num=9, loss/train=0.202, alignment/train=0.0825, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 3%|▎ | 12/469 [00:02<01:38, 4.64it/s, v_num=9, loss/train=0.178, alignment/train=0.0763, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 3%|▎ | 13/469 [00:02<01:34, 4.80it/s, v_num=9, loss/train=0.178, alignment/train=0.0763, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 3%|▎ | 13/469 [00:02<01:34, 4.80it/s, v_num=9, loss/train=0.188, alignment/train=0.0774, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 3%|▎ | 14/469 [00:02<01:29, 5.06it/s, v_num=9, loss/train=0.188, alignment/train=0.0774, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 3%|▎ | 14/469 [00:02<01:29, 5.06it/s, v_num=9, loss/train=0.178, alignment/train=0.0826, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 3%|▎ | 15/469 [00:02<01:25, 5.28it/s, v_num=9, loss/train=0.178, alignment/train=0.0826, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 3%|▎ | 15/469 [00:02<01:25, 5.28it/s, v_num=9, loss/train=0.186, alignment/train=0.0778, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 3%|▎ | 16/469 [00:02<01:23, 5.41it/s, v_num=9, loss/train=0.186, alignment/train=0.0778, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 3%|▎ | 16/469 [00:02<01:23, 5.40it/s, v_num=9, loss/train=0.217, alignment/train=0.0753, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 4%|▎ | 17/469 [00:03<01:21, 5.54it/s, v_num=9, loss/train=0.217, alignment/train=0.0753, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 4%|▎ | 17/469 [00:03<01:21, 5.53it/s, v_num=9, loss/train=0.224, alignment/train=0.0877, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 4%|▍ | 18/469 [00:03<01:18, 5.71it/s, v_num=9, loss/train=0.224, alignment/train=0.0877, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 4%|▍ | 18/469 [00:03<01:18, 5.71it/s, v_num=9, loss/train=0.201, alignment/train=0.0781, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 4%|▍ | 19/469 [00:03<01:15, 5.92it/s, v_num=9, loss/train=0.201, alignment/train=0.0781, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 4%|▍ | 19/469 [00:03<01:15, 5.92it/s, v_num=9, loss/train=0.195, alignment/train=0.0789, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 4%|▍ | 20/469 [00:03<01:13, 6.09it/s, v_num=9, loss/train=0.195, alignment/train=0.0789, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 4%|▍ | 20/469 [00:03<01:13, 6.09it/s, v_num=9, loss/train=0.205, alignment/train=0.0903, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 4%|▍ | 21/469 [00:03<01:12, 6.19it/s, v_num=9, loss/train=0.205, alignment/train=0.0903, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 4%|▍ | 21/469 [00:03<01:12, 6.19it/s, v_num=9, loss/train=0.196, alignment/train=0.0937, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 5%|▍ | 22/469 [00:03<01:11, 6.28it/s, v_num=9, loss/train=0.196, alignment/train=0.0937, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 5%|▍ | 22/469 [00:03<01:11, 6.28it/s, v_num=9, loss/train=0.213, alignment/train=0.0839, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 5%|▍ | 23/469 [00:03<01:09, 6.46it/s, v_num=9, loss/train=0.213, alignment/train=0.0839, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 5%|▍ | 23/469 [00:03<01:09, 6.46it/s, v_num=9, loss/train=0.197, alignment/train=0.0854, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 5%|▌ | 24/469 [00:03<01:07, 6.63it/s, v_num=9, loss/train=0.197, alignment/train=0.0854, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 5%|▌ | 24/469 [00:03<01:07, 6.63it/s, v_num=9, loss/train=0.191, alignment/train=0.079, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 5%|▌ | 25/469 [00:03<01:06, 6.63it/s, v_num=9, loss/train=0.191, alignment/train=0.079, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 5%|▌ | 25/469 [00:03<01:06, 6.63it/s, v_num=9, loss/train=0.207, alignment/train=0.0809, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 6%|▌ | 26/469 [00:03<01:05, 6.79it/s, v_num=9, loss/train=0.207, alignment/train=0.0809, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 6%|▌ | 26/469 [00:03<01:05, 6.79it/s, v_num=9, loss/train=0.197, alignment/train=0.0958, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 6%|▌ | 27/469 [00:03<01:04, 6.87it/s, v_num=9, loss/train=0.197, alignment/train=0.0958, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 6%|▌ | 27/469 [00:03<01:04, 6.87it/s, v_num=9, loss/train=0.168, alignment/train=0.0737, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 6%|▌ | 28/469 [00:04<01:03, 6.91it/s, v_num=9, loss/train=0.168, alignment/train=0.0737, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 6%|▌ | 28/469 [00:04<01:03, 6.91it/s, v_num=9, loss/train=0.178, alignment/train=0.0724, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 6%|▌ | 29/469 [00:04<01:02, 7.05it/s, v_num=9, loss/train=0.178, alignment/train=0.0724, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 6%|▌ | 29/469 [00:04<01:02, 7.05it/s, v_num=9, loss/train=0.174, alignment/train=0.0758, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 6%|▋ | 30/469 [00:04<01:01, 7.14it/s, v_num=9, loss/train=0.174, alignment/train=0.0758, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 6%|▋ | 30/469 [00:04<01:01, 7.14it/s, v_num=9, loss/train=0.146, alignment/train=0.0761, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 7%|▋ | 31/469 [00:04<01:00, 7.28it/s, v_num=9, loss/train=0.146, alignment/train=0.0761, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 7%|▋ | 31/469 [00:04<01:00, 7.28it/s, v_num=9, loss/train=0.200, alignment/train=0.0885, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 7%|▋ | 32/469 [00:04<00:59, 7.33it/s, v_num=9, loss/train=0.200, alignment/train=0.0885, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 7%|▋ | 32/469 [00:04<00:59, 7.33it/s, v_num=9, loss/train=0.195, alignment/train=0.0927, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 7%|▋ | 33/469 [00:04<00:59, 7.35it/s, v_num=9, loss/train=0.195, alignment/train=0.0927, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 7%|▋ | 33/469 [00:04<00:59, 7.35it/s, v_num=9, loss/train=0.178, alignment/train=0.0822, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 7%|▋ | 34/469 [00:04<00:58, 7.41it/s, v_num=9, loss/train=0.178, alignment/train=0.0822, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 7%|▋ | 34/469 [00:04<00:58, 7.41it/s, v_num=9, loss/train=0.180, alignment/train=0.068, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 7%|▋ | 35/469 [00:04<00:57, 7.54it/s, v_num=9, loss/train=0.180, alignment/train=0.068, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 7%|▋ | 35/469 [00:04<00:57, 7.54it/s, v_num=9, loss/train=0.186, alignment/train=0.0758, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 8%|▊ | 36/469 [00:04<00:56, 7.65it/s, v_num=9, loss/train=0.186, alignment/train=0.0758, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 8%|▊ | 36/469 [00:04<00:56, 7.65it/s, v_num=9, loss/train=0.205, alignment/train=0.0984, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 8%|▊ | 37/469 [00:04<00:55, 7.72it/s, v_num=9, loss/train=0.205, alignment/train=0.0984, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 8%|▊ | 37/469 [00:04<00:55, 7.72it/s, v_num=9, loss/train=0.197, alignment/train=0.0837, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 8%|▊ | 38/469 [00:04<00:55, 7.70it/s, v_num=9, loss/train=0.197, alignment/train=0.0837, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 8%|▊ | 38/469 [00:04<00:55, 7.70it/s, v_num=9, loss/train=0.210, alignment/train=0.0862, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 8%|▊ | 39/469 [00:05<00:55, 7.74it/s, v_num=9, loss/train=0.210, alignment/train=0.0862, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 8%|▊ | 39/469 [00:05<00:55, 7.74it/s, v_num=9, loss/train=0.189, alignment/train=0.0831, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 9%|▊ | 40/469 [00:05<00:54, 7.85it/s, v_num=9, loss/train=0.189, alignment/train=0.0831, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 9%|▊ | 40/469 [00:05<00:54, 7.85it/s, v_num=9, loss/train=0.223, alignment/train=0.0923, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 9%|▊ | 41/469 [00:05<00:54, 7.92it/s, v_num=9, loss/train=0.223, alignment/train=0.0923, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 9%|▊ | 41/469 [00:05<00:54, 7.92it/s, v_num=9, loss/train=0.227, alignment/train=0.0886, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 9%|▉ | 42/469 [00:05<00:53, 7.97it/s, v_num=9, loss/train=0.227, alignment/train=0.0886, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 9%|▉ | 42/469 [00:05<00:53, 7.96it/s, v_num=9, loss/train=0.180, alignment/train=0.0922, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 9%|▉ | 43/469 [00:05<00:53, 8.03it/s, v_num=9, loss/train=0.180, alignment/train=0.0922, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 9%|▉ | 43/469 [00:05<00:53, 8.03it/s, v_num=9, loss/train=0.219, alignment/train=0.092, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 9%|▉ | 44/469 [00:05<00:52, 8.13it/s, v_num=9, loss/train=0.219, alignment/train=0.092, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 9%|▉ | 44/469 [00:05<00:52, 8.13it/s, v_num=9, loss/train=0.205, alignment/train=0.0828, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 10%|▉ | 45/469 [00:05<00:51, 8.21it/s, v_num=9, loss/train=0.205, alignment/train=0.0828, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 10%|▉ | 45/469 [00:05<00:51, 8.21it/s, v_num=9, loss/train=0.188, alignment/train=0.0795, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 10%|▉ | 46/469 [00:05<00:51, 8.23it/s, v_num=9, loss/train=0.188, alignment/train=0.0795, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 10%|▉ | 46/469 [00:05<00:51, 8.23it/s, v_num=9, loss/train=0.175, alignment/train=0.0757, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 10%|█ | 47/469 [00:05<00:51, 8.18it/s, v_num=9, loss/train=0.175, alignment/train=0.0757, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 10%|█ | 47/469 [00:05<00:51, 8.18it/s, v_num=9, loss/train=0.209, alignment/train=0.0893, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 10%|█ | 48/469 [00:05<00:50, 8.26it/s, v_num=9, loss/train=0.209, alignment/train=0.0893, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 10%|█ | 48/469 [00:05<00:50, 8.26it/s, v_num=9, loss/train=0.190, alignment/train=0.091, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 10%|█ | 49/469 [00:05<00:50, 8.33it/s, v_num=9, loss/train=0.190, alignment/train=0.091, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 10%|█ | 49/469 [00:05<00:50, 8.33it/s, v_num=9, loss/train=0.185, alignment/train=0.0832, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 11%|█ | 50/469 [00:05<00:50, 8.37it/s, v_num=9, loss/train=0.185, alignment/train=0.0832, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 11%|█ | 50/469 [00:05<00:50, 8.36it/s, v_num=9, loss/train=0.200, alignment/train=0.0956, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 11%|█ | 51/469 [00:06<00:49, 8.45it/s, v_num=9, loss/train=0.200, alignment/train=0.0956, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 11%|█ | 51/469 [00:06<00:49, 8.45it/s, v_num=9, loss/train=0.203, alignment/train=0.0842, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 11%|█ | 52/469 [00:06<00:49, 8.46it/s, v_num=9, loss/train=0.203, alignment/train=0.0842, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 11%|█ | 52/469 [00:06<00:49, 8.45it/s, v_num=9, loss/train=0.222, alignment/train=0.0789, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 11%|█▏ | 53/469 [00:06<00:48, 8.50it/s, v_num=9, loss/train=0.222, alignment/train=0.0789, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 11%|█▏ | 53/469 [00:06<00:48, 8.50it/s, v_num=9, loss/train=0.185, alignment/train=0.0925, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 12%|█▏ | 54/469 [00:06<00:48, 8.55it/s, v_num=9, loss/train=0.185, alignment/train=0.0925, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 12%|█▏ | 54/469 [00:06<00:48, 8.55it/s, v_num=9, loss/train=0.245, alignment/train=0.0956, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 12%|█▏ | 55/469 [00:06<00:47, 8.63it/s, v_num=9, loss/train=0.245, alignment/train=0.0956, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 12%|█▏ | 55/469 [00:06<00:47, 8.63it/s, v_num=9, loss/train=0.184, alignment/train=0.0763, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 12%|█▏ | 56/469 [00:06<00:47, 8.64it/s, v_num=9, loss/train=0.184, alignment/train=0.0763, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 12%|█▏ | 56/469 [00:06<00:47, 8.64it/s, v_num=9, loss/train=0.212, alignment/train=0.0865, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 12%|█▏ | 57/469 [00:06<00:47, 8.70it/s, v_num=9, loss/train=0.212, alignment/train=0.0865, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 12%|█▏ | 57/469 [00:06<00:47, 8.70it/s, v_num=9, loss/train=0.191, alignment/train=0.0805, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 12%|█▏ | 58/469 [00:06<00:47, 8.68it/s, v_num=9, loss/train=0.191, alignment/train=0.0805, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 12%|█▏ | 58/469 [00:06<00:47, 8.68it/s, v_num=9, loss/train=0.196, alignment/train=0.0888, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 13%|█▎ | 59/469 [00:06<00:47, 8.71it/s, v_num=9, loss/train=0.196, alignment/train=0.0888, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 13%|█▎ | 59/469 [00:06<00:47, 8.71it/s, v_num=9, loss/train=0.180, alignment/train=0.0835, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 13%|█▎ | 60/469 [00:06<00:46, 8.78it/s, v_num=9, loss/train=0.180, alignment/train=0.0835, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 13%|█▎ | 60/469 [00:06<00:46, 8.78it/s, v_num=9, loss/train=0.196, alignment/train=0.0744, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 13%|█▎ | 61/469 [00:06<00:46, 8.86it/s, v_num=9, loss/train=0.196, alignment/train=0.0744, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 13%|█▎ | 61/469 [00:06<00:46, 8.86it/s, v_num=9, loss/train=0.223, alignment/train=0.0901, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 13%|█▎ | 62/469 [00:06<00:45, 8.87it/s, v_num=9, loss/train=0.223, alignment/train=0.0901, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 13%|█▎ | 62/469 [00:06<00:45, 8.87it/s, v_num=9, loss/train=0.210, alignment/train=0.0844, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 13%|█▎ | 63/469 [00:07<00:46, 8.81it/s, v_num=9, loss/train=0.210, alignment/train=0.0844, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 13%|█▎ | 63/469 [00:07<00:46, 8.81it/s, v_num=9, loss/train=0.201, alignment/train=0.0816, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 14%|█▎ | 64/469 [00:07<00:45, 8.88it/s, v_num=9, loss/train=0.201, alignment/train=0.0816, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 14%|█▎ | 64/469 [00:07<00:45, 8.88it/s, v_num=9, loss/train=0.167, alignment/train=0.0853, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 14%|█▍ | 65/469 [00:07<00:45, 8.92it/s, v_num=9, loss/train=0.167, alignment/train=0.0853, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 14%|█▍ | 65/469 [00:07<00:45, 8.92it/s, v_num=9, loss/train=0.195, alignment/train=0.0848, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 14%|█▍ | 66/469 [00:07<00:45, 8.93it/s, v_num=9, loss/train=0.195, alignment/train=0.0848, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 14%|█▍ | 66/469 [00:07<00:45, 8.93it/s, v_num=9, loss/train=0.179, alignment/train=0.0865, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 14%|█▍ | 67/469 [00:07<00:44, 8.96it/s, v_num=9, loss/train=0.179, alignment/train=0.0865, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 14%|█▍ | 67/469 [00:07<00:44, 8.96it/s, v_num=9, loss/train=0.195, alignment/train=0.0792, uniformity/train=-3.51, contrastive_acc/train=0.988, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 14%|█▍ | 68/469 [00:07<00:44, 8.97it/s, v_num=9, loss/train=0.195, alignment/train=0.0792, uniformity/train=-3.51, contrastive_acc/train=0.988, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 14%|█▍ | 68/469 [00:07<00:44, 8.96it/s, v_num=9, loss/train=0.194, alignment/train=0.0903, uniformity/train=-3.54, contrastive_acc/train=0.988, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 15%|█▍ | 69/469 [00:07<00:44, 8.98it/s, v_num=9, loss/train=0.194, alignment/train=0.0903, uniformity/train=-3.54, contrastive_acc/train=0.988, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 15%|█▍ | 69/469 [00:07<00:44, 8.98it/s, v_num=9, loss/train=0.209, alignment/train=0.085, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 15%|█▍ | 70/469 [00:07<00:44, 9.03it/s, v_num=9, loss/train=0.209, alignment/train=0.085, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 15%|█▍ | 70/469 [00:07<00:44, 9.03it/s, v_num=9, loss/train=0.214, alignment/train=0.0782, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 15%|█▌ | 71/469 [00:07<00:43, 9.10it/s, v_num=9, loss/train=0.214, alignment/train=0.0782, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 15%|█▌ | 71/469 [00:07<00:43, 9.10it/s, v_num=9, loss/train=0.207, alignment/train=0.0903, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 15%|█▌ | 72/469 [00:07<00:43, 9.10it/s, v_num=9, loss/train=0.207, alignment/train=0.0903, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 15%|█▌ | 72/469 [00:07<00:43, 9.10it/s, v_num=9, loss/train=0.210, alignment/train=0.0834, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 16%|█▌ | 73/469 [00:07<00:43, 9.15it/s, v_num=9, loss/train=0.210, alignment/train=0.0834, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 16%|█▌ | 73/469 [00:07<00:43, 9.15it/s, v_num=9, loss/train=0.178, alignment/train=0.069, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 16%|█▌ | 74/469 [00:08<00:43, 9.12it/s, v_num=9, loss/train=0.178, alignment/train=0.069, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 16%|█▌ | 74/469 [00:08<00:43, 9.12it/s, v_num=9, loss/train=0.167, alignment/train=0.0845, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 16%|█▌ | 75/469 [00:08<00:43, 9.10it/s, v_num=9, loss/train=0.167, alignment/train=0.0845, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 16%|█▌ | 75/469 [00:08<00:43, 9.10it/s, v_num=9, loss/train=0.178, alignment/train=0.0851, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 16%|█▌ | 76/469 [00:08<00:42, 9.16it/s, v_num=9, loss/train=0.178, alignment/train=0.0851, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 16%|█▌ | 76/469 [00:08<00:42, 9.16it/s, v_num=9, loss/train=0.192, alignment/train=0.0878, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 16%|█▋ | 77/469 [00:08<00:42, 9.21it/s, v_num=9, loss/train=0.192, alignment/train=0.0878, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 16%|█▋ | 77/469 [00:08<00:42, 9.21it/s, v_num=9, loss/train=0.181, alignment/train=0.0769, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 17%|█▋ | 78/469 [00:08<00:42, 9.27it/s, v_num=9, loss/train=0.181, alignment/train=0.0769, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 17%|█▋ | 78/469 [00:08<00:42, 9.27it/s, v_num=9, loss/train=0.196, alignment/train=0.0831, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 17%|█▋ | 79/469 [00:08<00:42, 9.25it/s, v_num=9, loss/train=0.196, alignment/train=0.0831, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 17%|█▋ | 79/469 [00:08<00:42, 9.25it/s, v_num=9, loss/train=0.183, alignment/train=0.0908, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 17%|█▋ | 80/469 [00:08<00:42, 9.26it/s, v_num=9, loss/train=0.183, alignment/train=0.0908, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 17%|█▋ | 80/469 [00:08<00:42, 9.26it/s, v_num=9, loss/train=0.193, alignment/train=0.089, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 17%|█▋ | 81/469 [00:08<00:41, 9.26it/s, v_num=9, loss/train=0.193, alignment/train=0.089, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 17%|█▋ | 81/469 [00:08<00:41, 9.25it/s, v_num=9, loss/train=0.259, alignment/train=0.087, uniformity/train=-3.50, contrastive_acc/train=0.984, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 17%|█▋ | 82/469 [00:08<00:41, 9.29it/s, v_num=9, loss/train=0.259, alignment/train=0.087, uniformity/train=-3.50, contrastive_acc/train=0.984, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 17%|█▋ | 82/469 [00:08<00:41, 9.29it/s, v_num=9, loss/train=0.227, alignment/train=0.0948, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 18%|█▊ | 83/469 [00:08<00:41, 9.32it/s, v_num=9, loss/train=0.227, alignment/train=0.0948, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 18%|█▊ | 83/469 [00:08<00:41, 9.32it/s, v_num=9, loss/train=0.222, alignment/train=0.0779, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 18%|█▊ | 84/469 [00:08<00:41, 9.38it/s, v_num=9, loss/train=0.222, alignment/train=0.0779, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 18%|█▊ | 84/469 [00:08<00:41, 9.38it/s, v_num=9, loss/train=0.224, alignment/train=0.102, uniformity/train=-3.54, contrastive_acc/train=0.988, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 18%|█▊ | 85/469 [00:09<00:40, 9.38it/s, v_num=9, loss/train=0.224, alignment/train=0.102, uniformity/train=-3.54, contrastive_acc/train=0.988, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 18%|█▊ | 85/469 [00:09<00:40, 9.38it/s, v_num=9, loss/train=0.215, alignment/train=0.0929, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 18%|█▊ | 86/469 [00:09<00:40, 9.38it/s, v_num=9, loss/train=0.215, alignment/train=0.0929, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 18%|█▊ | 86/469 [00:09<00:40, 9.38it/s, v_num=9, loss/train=0.196, alignment/train=0.0915, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 19%|█▊ | 87/469 [00:09<00:40, 9.43it/s, v_num=9, loss/train=0.196, alignment/train=0.0915, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 19%|█▊ | 87/469 [00:09<00:40, 9.43it/s, v_num=9, loss/train=0.213, alignment/train=0.077, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 19%|█▉ | 88/469 [00:09<00:40, 9.48it/s, v_num=9, loss/train=0.213, alignment/train=0.077, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 19%|█▉ | 88/469 [00:09<00:40, 9.48it/s, v_num=9, loss/train=0.226, alignment/train=0.0824, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 19%|█▉ | 89/469 [00:09<00:40, 9.45it/s, v_num=9, loss/train=0.226, alignment/train=0.0824, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 19%|█▉ | 89/469 [00:09<00:40, 9.45it/s, v_num=9, loss/train=0.208, alignment/train=0.0801, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 19%|█▉ | 90/469 [00:09<00:40, 9.45it/s, v_num=9, loss/train=0.208, alignment/train=0.0801, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 19%|█▉ | 90/469 [00:09<00:40, 9.44it/s, v_num=9, loss/train=0.189, alignment/train=0.0741, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 19%|█▉ | 91/469 [00:09<00:39, 9.48it/s, v_num=9, loss/train=0.189, alignment/train=0.0741, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 19%|█▉ | 91/469 [00:09<00:39, 9.48it/s, v_num=9, loss/train=0.174, alignment/train=0.0734, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 20%|█▉ | 92/469 [00:09<00:39, 9.49it/s, v_num=9, loss/train=0.174, alignment/train=0.0734, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 20%|█▉ | 92/469 [00:09<00:39, 9.49it/s, v_num=9, loss/train=0.196, alignment/train=0.083, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 20%|█▉ | 93/469 [00:09<00:39, 9.45it/s, v_num=9, loss/train=0.196, alignment/train=0.083, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 20%|█▉ | 93/469 [00:09<00:39, 9.45it/s, v_num=9, loss/train=0.185, alignment/train=0.0859, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 20%|██ | 94/469 [00:09<00:39, 9.50it/s, v_num=9, loss/train=0.185, alignment/train=0.0859, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 20%|██ | 94/469 [00:09<00:39, 9.50it/s, v_num=9, loss/train=0.225, alignment/train=0.0968, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 20%|██ | 95/469 [00:09<00:39, 9.55it/s, v_num=9, loss/train=0.225, alignment/train=0.0968, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 20%|██ | 95/469 [00:09<00:39, 9.54it/s, v_num=9, loss/train=0.172, alignment/train=0.0742, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 20%|██ | 96/469 [00:10<00:39, 9.53it/s, v_num=9, loss/train=0.172, alignment/train=0.0742, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 20%|██ | 96/469 [00:10<00:39, 9.53it/s, v_num=9, loss/train=0.211, alignment/train=0.0815, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 21%|██ | 97/469 [00:10<00:38, 9.58it/s, v_num=9, loss/train=0.211, alignment/train=0.0815, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 21%|██ | 97/469 [00:10<00:38, 9.58it/s, v_num=9, loss/train=0.183, alignment/train=0.0854, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 21%|██ | 98/469 [00:10<00:38, 9.57it/s, v_num=9, loss/train=0.183, alignment/train=0.0854, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 21%|██ | 98/469 [00:10<00:38, 9.56it/s, v_num=9, loss/train=0.207, alignment/train=0.0928, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 21%|██ | 99/469 [00:10<00:38, 9.57it/s, v_num=9, loss/train=0.207, alignment/train=0.0928, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 21%|██ | 99/469 [00:10<00:38, 9.57it/s, v_num=9, loss/train=0.182, alignment/train=0.0751, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 21%|██▏ | 100/469 [00:10<00:38, 9.62it/s, v_num=9, loss/train=0.182, alignment/train=0.0751, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 21%|██▏ | 100/469 [00:10<00:38, 9.62it/s, v_num=9, loss/train=0.215, alignment/train=0.0897, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 22%|██▏ | 101/469 [00:10<00:38, 9.61it/s, v_num=9, loss/train=0.215, alignment/train=0.0897, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 22%|██▏ | 101/469 [00:10<00:38, 9.61it/s, v_num=9, loss/train=0.179, alignment/train=0.0706, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 22%|██▏ | 102/469 [00:10<00:38, 9.63it/s, v_num=9, loss/train=0.179, alignment/train=0.0706, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 22%|██▏ | 102/469 [00:10<00:38, 9.63it/s, v_num=9, loss/train=0.214, alignment/train=0.0854, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 22%|██▏ | 103/469 [00:10<00:37, 9.64it/s, v_num=9, loss/train=0.214, alignment/train=0.0854, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 22%|██▏ | 103/469 [00:10<00:37, 9.64it/s, v_num=9, loss/train=0.218, alignment/train=0.0817, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 22%|██▏ | 104/469 [00:10<00:37, 9.66it/s, v_num=9, loss/train=0.218, alignment/train=0.0817, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 22%|██▏ | 104/469 [00:10<00:37, 9.66it/s, v_num=9, loss/train=0.193, alignment/train=0.0803, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 22%|██▏ | 105/469 [00:10<00:37, 9.70it/s, v_num=9, loss/train=0.193, alignment/train=0.0803, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 22%|██▏ | 105/469 [00:10<00:37, 9.70it/s, v_num=9, loss/train=0.223, alignment/train=0.0897, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 23%|██▎ | 106/469 [00:10<00:37, 9.74it/s, v_num=9, loss/train=0.223, alignment/train=0.0897, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 23%|██▎ | 106/469 [00:10<00:37, 9.74it/s, v_num=9, loss/train=0.166, alignment/train=0.0811, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 23%|██▎ | 107/469 [00:11<00:37, 9.70it/s, v_num=9, loss/train=0.166, alignment/train=0.0811, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 23%|██▎ | 107/469 [00:11<00:37, 9.70it/s, v_num=9, loss/train=0.183, alignment/train=0.0863, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 23%|██▎ | 108/469 [00:11<00:37, 9.67it/s, v_num=9, loss/train=0.183, alignment/train=0.0863, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 23%|██▎ | 108/469 [00:11<00:37, 9.67it/s, v_num=9, loss/train=0.197, alignment/train=0.0917, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 23%|██▎ | 109/469 [00:11<00:37, 9.70it/s, v_num=9, loss/train=0.197, alignment/train=0.0917, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 23%|██▎ | 109/469 [00:11<00:37, 9.69it/s, v_num=9, loss/train=0.199, alignment/train=0.0856, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 23%|██▎ | 110/469 [00:11<00:36, 9.73it/s, v_num=9, loss/train=0.199, alignment/train=0.0856, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 23%|██▎ | 110/469 [00:11<00:36, 9.73it/s, v_num=9, loss/train=0.174, alignment/train=0.0749, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 24%|██▎ | 111/469 [00:11<00:36, 9.74it/s, v_num=9, loss/train=0.174, alignment/train=0.0749, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 24%|██▎ | 111/469 [00:11<00:36, 9.74it/s, v_num=9, loss/train=0.177, alignment/train=0.0719, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 24%|██▍ | 112/469 [00:11<00:36, 9.75it/s, v_num=9, loss/train=0.177, alignment/train=0.0719, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 24%|██▍ | 112/469 [00:11<00:36, 9.75it/s, v_num=9, loss/train=0.204, alignment/train=0.080, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 24%|██▍ | 113/469 [00:11<00:36, 9.79it/s, v_num=9, loss/train=0.204, alignment/train=0.080, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 24%|██▍ | 113/469 [00:11<00:36, 9.79it/s, v_num=9, loss/train=0.197, alignment/train=0.0789, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 24%|██▍ | 114/469 [00:11<00:36, 9.82it/s, v_num=9, loss/train=0.197, alignment/train=0.0789, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 24%|██▍ | 114/469 [00:11<00:36, 9.82it/s, v_num=9, loss/train=0.149, alignment/train=0.0848, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 25%|██▍ | 115/469 [00:11<00:36, 9.78it/s, v_num=9, loss/train=0.149, alignment/train=0.0848, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 25%|██▍ | 115/469 [00:11<00:36, 9.78it/s, v_num=9, loss/train=0.183, alignment/train=0.0812, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 25%|██▍ | 116/469 [00:11<00:36, 9.79it/s, v_num=9, loss/train=0.183, alignment/train=0.0812, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 25%|██▍ | 116/469 [00:11<00:36, 9.79it/s, v_num=9, loss/train=0.179, alignment/train=0.0681, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 25%|██▍ | 117/469 [00:11<00:35, 9.81it/s, v_num=9, loss/train=0.179, alignment/train=0.0681, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 25%|██▍ | 117/469 [00:11<00:35, 9.81it/s, v_num=9, loss/train=0.185, alignment/train=0.0826, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 25%|██▌ | 118/469 [00:12<00:35, 9.83it/s, v_num=9, loss/train=0.185, alignment/train=0.0826, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 25%|██▌ | 118/469 [00:12<00:35, 9.83it/s, v_num=9, loss/train=0.180, alignment/train=0.0777, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 25%|██▌ | 119/469 [00:12<00:35, 9.81it/s, v_num=9, loss/train=0.180, alignment/train=0.0777, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 25%|██▌ | 119/469 [00:12<00:35, 9.81it/s, v_num=9, loss/train=0.258, alignment/train=0.0917, uniformity/train=-3.52, contrastive_acc/train=0.980, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 26%|██▌ | 120/469 [00:12<00:35, 9.84it/s, v_num=9, loss/train=0.258, alignment/train=0.0917, uniformity/train=-3.52, contrastive_acc/train=0.980, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 26%|██▌ | 120/469 [00:12<00:35, 9.84it/s, v_num=9, loss/train=0.215, alignment/train=0.0971, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 26%|██▌ | 121/469 [00:12<00:35, 9.88it/s, v_num=9, loss/train=0.215, alignment/train=0.0971, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 26%|██▌ | 121/469 [00:12<00:35, 9.87it/s, v_num=9, loss/train=0.200, alignment/train=0.0885, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 26%|██▌ | 122/469 [00:12<00:35, 9.86it/s, v_num=9, loss/train=0.200, alignment/train=0.0885, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 26%|██▌ | 122/469 [00:12<00:35, 9.86it/s, v_num=9, loss/train=0.153, alignment/train=0.0843, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 26%|██▌ | 123/469 [00:12<00:35, 9.85it/s, v_num=9, loss/train=0.153, alignment/train=0.0843, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 26%|██▌ | 123/469 [00:12<00:35, 9.85it/s, v_num=9, loss/train=0.176, alignment/train=0.0871, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 26%|██▋ | 124/469 [00:12<00:34, 9.88it/s, v_num=9, loss/train=0.176, alignment/train=0.0871, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 26%|██▋ | 124/469 [00:12<00:34, 9.88it/s, v_num=9, loss/train=0.204, alignment/train=0.0879, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 27%|██▋ | 125/469 [00:12<00:34, 9.91it/s, v_num=9, loss/train=0.204, alignment/train=0.0879, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 27%|██▋ | 125/469 [00:12<00:34, 9.91it/s, v_num=9, loss/train=0.209, alignment/train=0.0912, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 27%|██▋ | 126/469 [00:12<00:34, 9.92it/s, v_num=9, loss/train=0.209, alignment/train=0.0912, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 27%|██▋ | 126/469 [00:12<00:34, 9.92it/s, v_num=9, loss/train=0.207, alignment/train=0.0802, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 27%|██▋ | 127/469 [00:12<00:34, 9.94it/s, v_num=9, loss/train=0.207, alignment/train=0.0802, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 27%|██▋ | 127/469 [00:12<00:34, 9.94it/s, v_num=9, loss/train=0.215, alignment/train=0.075, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 27%|██▋ | 128/469 [00:12<00:34, 9.97it/s, v_num=9, loss/train=0.215, alignment/train=0.075, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 27%|██▋ | 128/469 [00:12<00:34, 9.97it/s, v_num=9, loss/train=0.213, alignment/train=0.0841, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 28%|██▊ | 129/469 [00:12<00:34, 9.98it/s, v_num=9, loss/train=0.213, alignment/train=0.0841, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 28%|██▊ | 129/469 [00:12<00:34, 9.97it/s, v_num=9, loss/train=0.196, alignment/train=0.0828, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 28%|██▊ | 130/469 [00:13<00:34, 9.95it/s, v_num=9, loss/train=0.196, alignment/train=0.0828, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 28%|██▊ | 130/469 [00:13<00:34, 9.95it/s, v_num=9, loss/train=0.182, alignment/train=0.0882, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 28%|██▊ | 131/469 [00:13<00:33, 9.97it/s, v_num=9, loss/train=0.182, alignment/train=0.0882, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 28%|██▊ | 131/469 [00:13<00:33, 9.97it/s, v_num=9, loss/train=0.205, alignment/train=0.0866, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 28%|██▊ | 132/469 [00:13<00:33, 10.00it/s, v_num=9, loss/train=0.205, alignment/train=0.0866, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 28%|██▊ | 132/469 [00:13<00:33, 10.00it/s, v_num=9, loss/train=0.174, alignment/train=0.0685, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 28%|██▊ | 133/469 [00:13<00:33, 10.00it/s, v_num=9, loss/train=0.174, alignment/train=0.0685, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 28%|██▊ | 133/469 [00:13<00:33, 10.00it/s, v_num=9, loss/train=0.179, alignment/train=0.0803, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 29%|██▊ | 134/469 [00:13<00:33, 9.96it/s, v_num=9, loss/train=0.179, alignment/train=0.0803, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 29%|██▊ | 134/469 [00:13<00:33, 9.96it/s, v_num=9, loss/train=0.181, alignment/train=0.0838, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 29%|██▉ | 135/469 [00:13<00:33, 9.98it/s, v_num=9, loss/train=0.181, alignment/train=0.0838, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 29%|██▉ | 135/469 [00:13<00:33, 9.98it/s, v_num=9, loss/train=0.193, alignment/train=0.0778, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 29%|██▉ | 136/469 [00:13<00:33, 10.00it/s, v_num=9, loss/train=0.193, alignment/train=0.0778, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 29%|██▉ | 136/469 [00:13<00:33, 10.00it/s, v_num=9, loss/train=0.180, alignment/train=0.0853, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 29%|██▉ | 137/469 [00:13<00:33, 10.01it/s, v_num=9, loss/train=0.180, alignment/train=0.0853, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 29%|██▉ | 137/469 [00:13<00:33, 10.01it/s, v_num=9, loss/train=0.222, alignment/train=0.0915, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 29%|██▉ | 138/469 [00:13<00:32, 10.04it/s, v_num=9, loss/train=0.222, alignment/train=0.0915, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 29%|██▉ | 138/469 [00:13<00:32, 10.04it/s, v_num=9, loss/train=0.195, alignment/train=0.0847, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 30%|██▉ | 139/469 [00:13<00:32, 10.04it/s, v_num=9, loss/train=0.195, alignment/train=0.0847, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 30%|██▉ | 139/469 [00:13<00:32, 10.03it/s, v_num=9, loss/train=0.205, alignment/train=0.0823, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 30%|██▉ | 140/469 [00:13<00:32, 10.03it/s, v_num=9, loss/train=0.205, alignment/train=0.0823, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 30%|██▉ | 140/469 [00:13<00:32, 10.03it/s, v_num=9, loss/train=0.190, alignment/train=0.0777, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 30%|███ | 141/469 [00:14<00:32, 10.06it/s, v_num=9, loss/train=0.190, alignment/train=0.0777, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 30%|███ | 141/469 [00:14<00:32, 10.06it/s, v_num=9, loss/train=0.195, alignment/train=0.081, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 30%|███ | 142/469 [00:14<00:32, 10.03it/s, v_num=9, loss/train=0.195, alignment/train=0.081, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 30%|███ | 142/469 [00:14<00:32, 10.03it/s, v_num=9, loss/train=0.241, alignment/train=0.0762, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 30%|███ | 143/469 [00:14<00:32, 10.06it/s, v_num=9, loss/train=0.241, alignment/train=0.0762, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 30%|███ | 143/469 [00:14<00:32, 10.06it/s, v_num=9, loss/train=0.204, alignment/train=0.0831, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 31%|███ | 144/469 [00:14<00:32, 10.09it/s, v_num=9, loss/train=0.204, alignment/train=0.0831, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 31%|███ | 144/469 [00:14<00:32, 10.09it/s, v_num=9, loss/train=0.202, alignment/train=0.0843, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 31%|███ | 145/469 [00:14<00:32, 10.09it/s, v_num=9, loss/train=0.202, alignment/train=0.0843, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 31%|███ | 145/469 [00:14<00:32, 10.09it/s, v_num=9, loss/train=0.197, alignment/train=0.081, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 31%|███ | 146/469 [00:14<00:32, 10.04it/s, v_num=9, loss/train=0.197, alignment/train=0.081, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 31%|███ | 146/469 [00:14<00:32, 10.04it/s, v_num=9, loss/train=0.210, alignment/train=0.0849, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 31%|███▏ | 147/469 [00:14<00:31, 10.07it/s, v_num=9, loss/train=0.210, alignment/train=0.0849, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 31%|███▏ | 147/469 [00:14<00:31, 10.07it/s, v_num=9, loss/train=0.189, alignment/train=0.0808, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 32%|███▏ | 148/469 [00:14<00:31, 10.10it/s, v_num=9, loss/train=0.189, alignment/train=0.0808, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 32%|███▏ | 148/469 [00:14<00:31, 10.10it/s, v_num=9, loss/train=0.218, alignment/train=0.0846, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 32%|███▏ | 149/469 [00:14<00:31, 10.13it/s, v_num=9, loss/train=0.218, alignment/train=0.0846, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 32%|███▏ | 149/469 [00:14<00:31, 10.13it/s, v_num=9, loss/train=0.238, alignment/train=0.0878, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 32%|███▏ | 150/469 [00:14<00:31, 10.13it/s, v_num=9, loss/train=0.238, alignment/train=0.0878, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 32%|███▏ | 150/469 [00:14<00:31, 10.13it/s, v_num=9, loss/train=0.194, alignment/train=0.070, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 32%|███▏ | 151/469 [00:14<00:31, 10.11it/s, v_num=9, loss/train=0.194, alignment/train=0.070, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 32%|███▏ | 151/469 [00:14<00:31, 10.11it/s, v_num=9, loss/train=0.196, alignment/train=0.0794, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 32%|███▏ | 152/469 [00:15<00:31, 10.12it/s, v_num=9, loss/train=0.196, alignment/train=0.0794, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 32%|███▏ | 152/469 [00:15<00:31, 10.12it/s, v_num=9, loss/train=0.193, alignment/train=0.0933, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 33%|███▎ | 153/469 [00:15<00:31, 10.14it/s, v_num=9, loss/train=0.193, alignment/train=0.0933, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 33%|███▎ | 153/469 [00:15<00:31, 10.14it/s, v_num=9, loss/train=0.206, alignment/train=0.0862, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 33%|███▎ | 154/469 [00:15<00:31, 10.14it/s, v_num=9, loss/train=0.206, alignment/train=0.0862, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 33%|███▎ | 154/469 [00:15<00:31, 10.14it/s, v_num=9, loss/train=0.239, alignment/train=0.085, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 33%|███▎ | 155/469 [00:15<00:30, 10.17it/s, v_num=9, loss/train=0.239, alignment/train=0.085, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 33%|███▎ | 155/469 [00:15<00:30, 10.17it/s, v_num=9, loss/train=0.231, alignment/train=0.0951, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 33%|███▎ | 156/469 [00:15<00:30, 10.16it/s, v_num=9, loss/train=0.231, alignment/train=0.0951, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 33%|███▎ | 156/469 [00:15<00:30, 10.16it/s, v_num=9, loss/train=0.195, alignment/train=0.0769, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 33%|███▎ | 157/469 [00:15<00:30, 10.16it/s, v_num=9, loss/train=0.195, alignment/train=0.0769, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 33%|███▎ | 157/469 [00:15<00:30, 10.16it/s, v_num=9, loss/train=0.223, alignment/train=0.080, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 34%|███▎ | 158/469 [00:15<00:30, 10.18it/s, v_num=9, loss/train=0.223, alignment/train=0.080, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 34%|███▎ | 158/469 [00:15<00:30, 10.18it/s, v_num=9, loss/train=0.230, alignment/train=0.0809, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 34%|███▍ | 159/469 [00:15<00:30, 10.18it/s, v_num=9, loss/train=0.230, alignment/train=0.0809, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 34%|███▍ | 159/469 [00:15<00:30, 10.18it/s, v_num=9, loss/train=0.237, alignment/train=0.0834, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 34%|███▍ | 160/469 [00:15<00:30, 10.20it/s, v_num=9, loss/train=0.237, alignment/train=0.0834, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 34%|███▍ | 160/469 [00:15<00:30, 10.20it/s, v_num=9, loss/train=0.192, alignment/train=0.0927, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 34%|███▍ | 161/469 [00:15<00:30, 10.20it/s, v_num=9, loss/train=0.192, alignment/train=0.0927, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 34%|███▍ | 161/469 [00:15<00:30, 10.20it/s, v_num=9, loss/train=0.233, alignment/train=0.0881, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 35%|███▍ | 162/469 [00:15<00:30, 10.19it/s, v_num=9, loss/train=0.233, alignment/train=0.0881, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 35%|███▍ | 162/469 [00:15<00:30, 10.19it/s, v_num=9, loss/train=0.233, alignment/train=0.0783, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 35%|███▍ | 163/469 [00:15<00:29, 10.20it/s, v_num=9, loss/train=0.233, alignment/train=0.0783, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 35%|███▍ | 163/469 [00:15<00:29, 10.20it/s, v_num=9, loss/train=0.207, alignment/train=0.094, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 35%|███▍ | 164/469 [00:16<00:29, 10.21it/s, v_num=9, loss/train=0.207, alignment/train=0.094, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 35%|███▍ | 164/469 [00:16<00:29, 10.21it/s, v_num=9, loss/train=0.193, alignment/train=0.0815, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 35%|███▌ | 165/469 [00:16<00:29, 10.20it/s, v_num=9, loss/train=0.193, alignment/train=0.0815, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 35%|███▌ | 165/469 [00:16<00:29, 10.20it/s, v_num=9, loss/train=0.166, alignment/train=0.077, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 35%|███▌ | 166/469 [00:16<00:29, 10.22it/s, v_num=9, loss/train=0.166, alignment/train=0.077, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 35%|███▌ | 166/469 [00:16<00:29, 10.22it/s, v_num=9, loss/train=0.176, alignment/train=0.088, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 36%|███▌ | 167/469 [00:16<00:29, 10.23it/s, v_num=9, loss/train=0.176, alignment/train=0.088, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 36%|███▌ | 167/469 [00:16<00:29, 10.23it/s, v_num=9, loss/train=0.215, alignment/train=0.090, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 36%|███▌ | 168/469 [00:16<00:29, 10.20it/s, v_num=9, loss/train=0.215, alignment/train=0.090, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 36%|███▌ | 168/469 [00:16<00:29, 10.20it/s, v_num=9, loss/train=0.205, alignment/train=0.0884, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 36%|███▌ | 169/469 [00:16<00:29, 10.22it/s, v_num=9, loss/train=0.205, alignment/train=0.0884, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 36%|███▌ | 169/469 [00:16<00:29, 10.22it/s, v_num=9, loss/train=0.184, alignment/train=0.0849, uniformity/train=-3.55, contrastive_acc/train=0.984, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 36%|███▌ | 170/469 [00:16<00:29, 10.24it/s, v_num=9, loss/train=0.184, alignment/train=0.0849, uniformity/train=-3.55, contrastive_acc/train=0.984, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 36%|███▌ | 170/469 [00:16<00:29, 10.24it/s, v_num=9, loss/train=0.187, alignment/train=0.0803, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 36%|███▋ | 171/469 [00:16<00:29, 10.24it/s, v_num=9, loss/train=0.187, alignment/train=0.0803, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 36%|███▋ | 171/469 [00:16<00:29, 10.24it/s, v_num=9, loss/train=0.208, alignment/train=0.0735, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 37%|███▋ | 172/469 [00:16<00:28, 10.26it/s, v_num=9, loss/train=0.208, alignment/train=0.0735, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 37%|███▋ | 172/469 [00:16<00:28, 10.26it/s, v_num=9, loss/train=0.180, alignment/train=0.0817, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 37%|███▋ | 173/469 [00:16<00:28, 10.26it/s, v_num=9, loss/train=0.180, alignment/train=0.0817, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 37%|███▋ | 173/469 [00:16<00:28, 10.26it/s, v_num=9, loss/train=0.221, alignment/train=0.0886, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 37%|███▋ | 174/469 [00:16<00:28, 10.28it/s, v_num=9, loss/train=0.221, alignment/train=0.0886, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 37%|███▋ | 174/469 [00:16<00:28, 10.28it/s, v_num=9, loss/train=0.189, alignment/train=0.0957, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 37%|███▋ | 175/469 [00:16<00:28, 10.30it/s, v_num=9, loss/train=0.189, alignment/train=0.0957, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 37%|███▋ | 175/469 [00:16<00:28, 10.30it/s, v_num=9, loss/train=0.177, alignment/train=0.078, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 38%|███▊ | 176/469 [00:17<00:28, 10.30it/s, v_num=9, loss/train=0.177, alignment/train=0.078, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 38%|███▊ | 176/469 [00:17<00:28, 10.29it/s, v_num=9, loss/train=0.200, alignment/train=0.0861, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 38%|███▊ | 177/469 [00:17<00:28, 10.29it/s, v_num=9, loss/train=0.200, alignment/train=0.0861, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 38%|███▊ | 177/469 [00:17<00:28, 10.29it/s, v_num=9, loss/train=0.198, alignment/train=0.0752, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 38%|███▊ | 178/469 [00:17<00:28, 10.28it/s, v_num=9, loss/train=0.198, alignment/train=0.0752, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 38%|███▊ | 178/469 [00:17<00:28, 10.28it/s, v_num=9, loss/train=0.191, alignment/train=0.0783, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 38%|███▊ | 179/469 [00:17<00:28, 10.30it/s, v_num=9, loss/train=0.191, alignment/train=0.0783, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 38%|███▊ | 179/469 [00:17<00:28, 10.30it/s, v_num=9, loss/train=0.171, alignment/train=0.0816, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 38%|███▊ | 180/469 [00:17<00:27, 10.33it/s, v_num=9, loss/train=0.171, alignment/train=0.0816, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 38%|███▊ | 180/469 [00:17<00:27, 10.33it/s, v_num=9, loss/train=0.214, alignment/train=0.0964, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 39%|███▊ | 181/469 [00:17<00:28, 10.26it/s, v_num=9, loss/train=0.214, alignment/train=0.0964, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 39%|███▊ | 181/469 [00:17<00:28, 10.26it/s, v_num=9, loss/train=0.169, alignment/train=0.0808, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 39%|███▉ | 182/469 [00:17<00:27, 10.29it/s, v_num=9, loss/train=0.169, alignment/train=0.0808, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 39%|███▉ | 182/469 [00:17<00:27, 10.29it/s, v_num=9, loss/train=0.179, alignment/train=0.0739, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 39%|███▉ | 183/469 [00:17<00:27, 10.31it/s, v_num=9, loss/train=0.179, alignment/train=0.0739, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 39%|███▉ | 183/469 [00:17<00:27, 10.31it/s, v_num=9, loss/train=0.206, alignment/train=0.0797, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 39%|███▉ | 184/469 [00:17<00:27, 10.27it/s, v_num=9, loss/train=0.206, alignment/train=0.0797, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 39%|███▉ | 184/469 [00:17<00:27, 10.27it/s, v_num=9, loss/train=0.178, alignment/train=0.0785, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 39%|███▉ | 185/469 [00:17<00:27, 10.30it/s, v_num=9, loss/train=0.178, alignment/train=0.0785, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 39%|███▉ | 185/469 [00:17<00:27, 10.30it/s, v_num=9, loss/train=0.224, alignment/train=0.0859, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 40%|███▉ | 186/469 [00:18<00:27, 10.30it/s, v_num=9, loss/train=0.224, alignment/train=0.0859, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 40%|███▉ | 186/469 [00:18<00:27, 10.30it/s, v_num=9, loss/train=0.187, alignment/train=0.0756, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 40%|███▉ | 187/469 [00:18<00:27, 10.31it/s, v_num=9, loss/train=0.187, alignment/train=0.0756, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 40%|███▉ | 187/469 [00:18<00:27, 10.31it/s, v_num=9, loss/train=0.211, alignment/train=0.0803, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 40%|████ | 188/469 [00:18<00:27, 10.31it/s, v_num=9, loss/train=0.211, alignment/train=0.0803, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 40%|████ | 188/469 [00:18<00:27, 10.31it/s, v_num=9, loss/train=0.208, alignment/train=0.0823, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 40%|████ | 189/469 [00:18<00:27, 10.33it/s, v_num=9, loss/train=0.208, alignment/train=0.0823, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 40%|████ | 189/469 [00:18<00:27, 10.33it/s, v_num=9, loss/train=0.213, alignment/train=0.0929, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 41%|████ | 190/469 [00:18<00:26, 10.35it/s, v_num=9, loss/train=0.213, alignment/train=0.0929, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 41%|████ | 190/469 [00:18<00:26, 10.35it/s, v_num=9, loss/train=0.200, alignment/train=0.0814, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 41%|████ | 191/469 [00:18<00:26, 10.32it/s, v_num=9, loss/train=0.200, alignment/train=0.0814, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 41%|████ | 191/469 [00:18<00:26, 10.32it/s, v_num=9, loss/train=0.190, alignment/train=0.0768, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 41%|████ | 192/469 [00:18<00:26, 10.32it/s, v_num=9, loss/train=0.190, alignment/train=0.0768, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 41%|████ | 192/469 [00:18<00:26, 10.32it/s, v_num=9, loss/train=0.180, alignment/train=0.0814, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 41%|████ | 193/469 [00:18<00:26, 10.32it/s, v_num=9, loss/train=0.180, alignment/train=0.0814, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 41%|████ | 193/469 [00:18<00:26, 10.32it/s, v_num=9, loss/train=0.249, alignment/train=0.0837, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 41%|████▏ | 194/469 [00:18<00:26, 10.33it/s, v_num=9, loss/train=0.249, alignment/train=0.0837, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 41%|████▏ | 194/469 [00:18<00:26, 10.33it/s, v_num=9, loss/train=0.221, alignment/train=0.105, uniformity/train=-3.53, contrastive_acc/train=0.984, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 42%|████▏ | 195/469 [00:18<00:26, 10.35it/s, v_num=9, loss/train=0.221, alignment/train=0.105, uniformity/train=-3.53, contrastive_acc/train=0.984, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 42%|████▏ | 195/469 [00:18<00:26, 10.35it/s, v_num=9, loss/train=0.210, alignment/train=0.0841, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 42%|████▏ | 196/469 [00:18<00:26, 10.35it/s, v_num=9, loss/train=0.210, alignment/train=0.0841, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 42%|████▏ | 196/469 [00:18<00:26, 10.35it/s, v_num=9, loss/train=0.192, alignment/train=0.0802, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 42%|████▏ | 197/469 [00:19<00:26, 10.35it/s, v_num=9, loss/train=0.192, alignment/train=0.0802, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 42%|████▏ | 197/469 [00:19<00:26, 10.35it/s, v_num=9, loss/train=0.178, alignment/train=0.0829, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 42%|████▏ | 198/469 [00:19<00:26, 10.35it/s, v_num=9, loss/train=0.178, alignment/train=0.0829, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 42%|████▏ | 198/469 [00:19<00:26, 10.35it/s, v_num=9, loss/train=0.187, alignment/train=0.0865, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 42%|████▏ | 199/469 [00:19<00:26, 10.36it/s, v_num=9, loss/train=0.187, alignment/train=0.0865, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 42%|████▏ | 199/469 [00:19<00:26, 10.36it/s, v_num=9, loss/train=0.222, alignment/train=0.0985, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 43%|████▎ | 200/469 [00:19<00:25, 10.38it/s, v_num=9, loss/train=0.222, alignment/train=0.0985, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 43%|████▎ | 200/469 [00:19<00:25, 10.38it/s, v_num=9, loss/train=0.178, alignment/train=0.0756, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 43%|████▎ | 201/469 [00:19<00:25, 10.37it/s, v_num=9, loss/train=0.178, alignment/train=0.0756, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 43%|████▎ | 201/469 [00:19<00:25, 10.37it/s, v_num=9, loss/train=0.177, alignment/train=0.0807, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 43%|████▎ | 202/469 [00:19<00:25, 10.37it/s, v_num=9, loss/train=0.177, alignment/train=0.0807, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 43%|████▎ | 202/469 [00:19<00:25, 10.37it/s, v_num=9, loss/train=0.227, alignment/train=0.0799, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 43%|████▎ | 203/469 [00:19<00:25, 10.37it/s, v_num=9, loss/train=0.227, alignment/train=0.0799, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 43%|████▎ | 203/469 [00:19<00:25, 10.37it/s, v_num=9, loss/train=0.193, alignment/train=0.0782, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 43%|████▎ | 204/469 [00:19<00:25, 10.39it/s, v_num=9, loss/train=0.193, alignment/train=0.0782, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 43%|████▎ | 204/469 [00:19<00:25, 10.39it/s, v_num=9, loss/train=0.182, alignment/train=0.0906, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 44%|████▎ | 205/469 [00:19<00:25, 10.39it/s, v_num=9, loss/train=0.182, alignment/train=0.0906, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 44%|████▎ | 205/469 [00:19<00:25, 10.38it/s, v_num=9, loss/train=0.206, alignment/train=0.0814, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 44%|████▍ | 206/469 [00:19<00:25, 10.39it/s, v_num=9, loss/train=0.206, alignment/train=0.0814, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 44%|████▍ | 206/469 [00:19<00:25, 10.39it/s, v_num=9, loss/train=0.220, alignment/train=0.0764, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 44%|████▍ | 207/469 [00:19<00:25, 10.40it/s, v_num=9, loss/train=0.220, alignment/train=0.0764, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 44%|████▍ | 207/469 [00:19<00:25, 10.40it/s, v_num=9, loss/train=0.242, alignment/train=0.0931, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 44%|████▍ | 208/469 [00:19<00:25, 10.42it/s, v_num=9, loss/train=0.242, alignment/train=0.0931, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 44%|████▍ | 208/469 [00:19<00:25, 10.42it/s, v_num=9, loss/train=0.219, alignment/train=0.0857, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 45%|████▍ | 209/469 [00:20<00:24, 10.41it/s, v_num=9, loss/train=0.219, alignment/train=0.0857, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 45%|████▍ | 209/469 [00:20<00:24, 10.41it/s, v_num=9, loss/train=0.178, alignment/train=0.0768, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 45%|████▍ | 210/469 [00:20<00:24, 10.41it/s, v_num=9, loss/train=0.178, alignment/train=0.0768, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 45%|████▍ | 210/469 [00:20<00:24, 10.41it/s, v_num=9, loss/train=0.238, alignment/train=0.0944, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 45%|████▍ | 211/469 [00:20<00:24, 10.42it/s, v_num=9, loss/train=0.238, alignment/train=0.0944, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 45%|████▍ | 211/469 [00:20<00:24, 10.42it/s, v_num=9, loss/train=0.178, alignment/train=0.0795, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 45%|████▌ | 212/469 [00:20<00:24, 10.42it/s, v_num=9, loss/train=0.178, alignment/train=0.0795, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 45%|████▌ | 212/469 [00:20<00:24, 10.42it/s, v_num=9, loss/train=0.228, alignment/train=0.0914, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 45%|████▌ | 213/469 [00:20<00:24, 10.43it/s, v_num=9, loss/train=0.228, alignment/train=0.0914, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 45%|████▌ | 213/469 [00:20<00:24, 10.43it/s, v_num=9, loss/train=0.168, alignment/train=0.0798, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 46%|████▌ | 214/469 [00:20<00:24, 10.43it/s, v_num=9, loss/train=0.168, alignment/train=0.0798, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 46%|████▌ | 214/469 [00:20<00:24, 10.43it/s, v_num=9, loss/train=0.234, alignment/train=0.0801, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 46%|████▌ | 215/469 [00:20<00:24, 10.45it/s, v_num=9, loss/train=0.234, alignment/train=0.0801, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 46%|████▌ | 215/469 [00:20<00:24, 10.45it/s, v_num=9, loss/train=0.226, alignment/train=0.0897, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 46%|████▌ | 216/469 [00:20<00:24, 10.45it/s, v_num=9, loss/train=0.226, alignment/train=0.0897, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 46%|████▌ | 216/469 [00:20<00:24, 10.45it/s, v_num=9, loss/train=0.178, alignment/train=0.0823, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 46%|████▋ | 217/469 [00:20<00:24, 10.43it/s, v_num=9, loss/train=0.178, alignment/train=0.0823, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 46%|████▋ | 217/469 [00:20<00:24, 10.43it/s, v_num=9, loss/train=0.199, alignment/train=0.0767, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 46%|████▋ | 218/469 [00:20<00:24, 10.44it/s, v_num=9, loss/train=0.199, alignment/train=0.0767, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 46%|████▋ | 218/469 [00:20<00:24, 10.44it/s, v_num=9, loss/train=0.212, alignment/train=0.0812, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 47%|████▋ | 219/469 [00:20<00:23, 10.44it/s, v_num=9, loss/train=0.212, alignment/train=0.0812, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 47%|████▋ | 219/469 [00:20<00:23, 10.44it/s, v_num=9, loss/train=0.210, alignment/train=0.0816, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 47%|████▋ | 220/469 [00:21<00:23, 10.45it/s, v_num=9, loss/train=0.210, alignment/train=0.0816, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 47%|████▋ | 220/469 [00:21<00:23, 10.45it/s, v_num=9, loss/train=0.208, alignment/train=0.0834, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 47%|████▋ | 221/469 [00:21<00:23, 10.47it/s, v_num=9, loss/train=0.208, alignment/train=0.0834, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 47%|████▋ | 221/469 [00:21<00:23, 10.46it/s, v_num=9, loss/train=0.182, alignment/train=0.0773, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 47%|████▋ | 222/469 [00:21<00:23, 10.44it/s, v_num=9, loss/train=0.182, alignment/train=0.0773, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 47%|████▋ | 222/469 [00:21<00:23, 10.44it/s, v_num=9, loss/train=0.168, alignment/train=0.0818, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 48%|████▊ | 223/469 [00:21<00:23, 10.45it/s, v_num=9, loss/train=0.168, alignment/train=0.0818, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 48%|████▊ | 223/469 [00:21<00:23, 10.45it/s, v_num=9, loss/train=0.194, alignment/train=0.085, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 48%|████▊ | 224/469 [00:21<00:23, 10.47it/s, v_num=9, loss/train=0.194, alignment/train=0.085, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 48%|████▊ | 224/469 [00:21<00:23, 10.47it/s, v_num=9, loss/train=0.222, alignment/train=0.095, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 48%|████▊ | 225/469 [00:21<00:23, 10.49it/s, v_num=9, loss/train=0.222, alignment/train=0.095, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 48%|████▊ | 225/469 [00:21<00:23, 10.49it/s, v_num=9, loss/train=0.208, alignment/train=0.0795, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 48%|████▊ | 226/469 [00:21<00:23, 10.50it/s, v_num=9, loss/train=0.208, alignment/train=0.0795, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 48%|████▊ | 226/469 [00:21<00:23, 10.50it/s, v_num=9, loss/train=0.214, alignment/train=0.0787, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 48%|████▊ | 227/469 [00:21<00:23, 10.44it/s, v_num=9, loss/train=0.214, alignment/train=0.0787, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 48%|████▊ | 227/469 [00:21<00:23, 10.44it/s, v_num=9, loss/train=0.222, alignment/train=0.0849, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 49%|████▊ | 228/469 [00:21<00:23, 10.46it/s, v_num=9, loss/train=0.222, alignment/train=0.0849, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 49%|████▊ | 228/469 [00:21<00:23, 10.46it/s, v_num=9, loss/train=0.205, alignment/train=0.0878, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 49%|████▉ | 229/469 [00:21<00:22, 10.48it/s, v_num=9, loss/train=0.205, alignment/train=0.0878, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 49%|████▉ | 229/469 [00:21<00:22, 10.48it/s, v_num=9, loss/train=0.193, alignment/train=0.070, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 49%|████▉ | 230/469 [00:21<00:22, 10.46it/s, v_num=9, loss/train=0.193, alignment/train=0.070, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 49%|████▉ | 230/469 [00:21<00:22, 10.46it/s, v_num=9, loss/train=0.191, alignment/train=0.0836, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 49%|████▉ | 231/469 [00:22<00:22, 10.48it/s, v_num=9, loss/train=0.191, alignment/train=0.0836, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 49%|████▉ | 231/469 [00:22<00:22, 10.48it/s, v_num=9, loss/train=0.202, alignment/train=0.0814, uniformity/train=-3.52, contrastive_acc/train=0.980, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 49%|████▉ | 232/469 [00:22<00:22, 10.49it/s, v_num=9, loss/train=0.202, alignment/train=0.0814, uniformity/train=-3.52, contrastive_acc/train=0.980, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 49%|████▉ | 232/469 [00:22<00:22, 10.49it/s, v_num=9, loss/train=0.197, alignment/train=0.0792, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 50%|████▉ | 233/469 [00:22<00:22, 10.49it/s, v_num=9, loss/train=0.197, alignment/train=0.0792, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 50%|████▉ | 233/469 [00:22<00:22, 10.49it/s, v_num=9, loss/train=0.215, alignment/train=0.0923, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 50%|████▉ | 234/469 [00:22<00:22, 10.49it/s, v_num=9, loss/train=0.215, alignment/train=0.0923, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 50%|████▉ | 234/469 [00:22<00:22, 10.49it/s, v_num=9, loss/train=0.175, alignment/train=0.0824, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 50%|█████ | 235/469 [00:22<00:22, 10.51it/s, v_num=9, loss/train=0.175, alignment/train=0.0824, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 50%|█████ | 235/469 [00:22<00:22, 10.51it/s, v_num=9, loss/train=0.206, alignment/train=0.0912, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 50%|█████ | 236/469 [00:22<00:22, 10.53it/s, v_num=9, loss/train=0.206, alignment/train=0.0912, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 50%|█████ | 236/469 [00:22<00:22, 10.53it/s, v_num=9, loss/train=0.226, alignment/train=0.0827, uniformity/train=-3.49, contrastive_acc/train=0.988, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 51%|█████ | 237/469 [00:22<00:22, 10.52it/s, v_num=9, loss/train=0.226, alignment/train=0.0827, uniformity/train=-3.49, contrastive_acc/train=0.988, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 51%|█████ | 237/469 [00:22<00:22, 10.52it/s, v_num=9, loss/train=0.189, alignment/train=0.0902, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 51%|█████ | 238/469 [00:22<00:21, 10.51it/s, v_num=9, loss/train=0.189, alignment/train=0.0902, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 51%|█████ | 238/469 [00:22<00:21, 10.50it/s, v_num=9, loss/train=0.188, alignment/train=0.0731, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 51%|█████ | 239/469 [00:22<00:21, 10.49it/s, v_num=9, loss/train=0.188, alignment/train=0.0731, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 51%|█████ | 239/469 [00:22<00:21, 10.49it/s, v_num=9, loss/train=0.182, alignment/train=0.0787, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 51%|█████ | 240/469 [00:22<00:21, 10.50it/s, v_num=9, loss/train=0.182, alignment/train=0.0787, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 51%|█████ | 240/469 [00:22<00:21, 10.50it/s, v_num=9, loss/train=0.171, alignment/train=0.0788, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 51%|█████▏ | 241/469 [00:22<00:21, 10.52it/s, v_num=9, loss/train=0.171, alignment/train=0.0788, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 51%|█████▏ | 241/469 [00:22<00:21, 10.52it/s, v_num=9, loss/train=0.227, alignment/train=0.0961, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 52%|█████▏ | 242/469 [00:23<00:21, 10.52it/s, v_num=9, loss/train=0.227, alignment/train=0.0961, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 52%|█████▏ | 242/469 [00:23<00:21, 10.52it/s, v_num=9, loss/train=0.191, alignment/train=0.0772, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 52%|█████▏ | 243/469 [00:23<00:21, 10.52it/s, v_num=9, loss/train=0.191, alignment/train=0.0772, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 52%|█████▏ | 243/469 [00:23<00:21, 10.52it/s, v_num=9, loss/train=0.185, alignment/train=0.0888, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 52%|█████▏ | 244/469 [00:23<00:21, 10.52it/s, v_num=9, loss/train=0.185, alignment/train=0.0888, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 52%|█████▏ | 244/469 [00:23<00:21, 10.52it/s, v_num=9, loss/train=0.219, alignment/train=0.0836, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 52%|█████▏ | 245/469 [00:23<00:21, 10.53it/s, v_num=9, loss/train=0.219, alignment/train=0.0836, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 52%|█████▏ | 245/469 [00:23<00:21, 10.53it/s, v_num=9, loss/train=0.229, alignment/train=0.0963, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 52%|█████▏ | 246/469 [00:23<00:21, 10.55it/s, v_num=9, loss/train=0.229, alignment/train=0.0963, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 52%|█████▏ | 246/469 [00:23<00:21, 10.55it/s, v_num=9, loss/train=0.212, alignment/train=0.0889, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 53%|█████▎ | 247/469 [00:23<00:21, 10.55it/s, v_num=9, loss/train=0.212, alignment/train=0.0889, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 53%|█████▎ | 247/469 [00:23<00:21, 10.55it/s, v_num=9, loss/train=0.170, alignment/train=0.0773, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 53%|█████▎ | 248/469 [00:23<00:20, 10.54it/s, v_num=9, loss/train=0.170, alignment/train=0.0773, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 53%|█████▎ | 248/469 [00:23<00:20, 10.54it/s, v_num=9, loss/train=0.184, alignment/train=0.0868, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 53%|█████▎ | 249/469 [00:23<00:20, 10.52it/s, v_num=9, loss/train=0.184, alignment/train=0.0868, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 53%|█████▎ | 249/469 [00:23<00:20, 10.52it/s, v_num=9, loss/train=0.203, alignment/train=0.0847, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 53%|█████▎ | 250/469 [00:23<00:20, 10.52it/s, v_num=9, loss/train=0.203, alignment/train=0.0847, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 53%|█████▎ | 250/469 [00:23<00:20, 10.52it/s, v_num=9, loss/train=0.235, alignment/train=0.0876, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 54%|█████▎ | 251/469 [00:23<00:20, 10.54it/s, v_num=9, loss/train=0.235, alignment/train=0.0876, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 54%|█████▎ | 251/469 [00:23<00:20, 10.54it/s, v_num=9, loss/train=0.204, alignment/train=0.0737, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 54%|█████▎ | 252/469 [00:23<00:20, 10.56it/s, v_num=9, loss/train=0.204, alignment/train=0.0737, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 54%|█████▎ | 252/469 [00:23<00:20, 10.56it/s, v_num=9, loss/train=0.215, alignment/train=0.0961, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 54%|█████▍ | 253/469 [00:23<00:20, 10.55it/s, v_num=9, loss/train=0.215, alignment/train=0.0961, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 54%|█████▍ | 253/469 [00:23<00:20, 10.55it/s, v_num=9, loss/train=0.230, alignment/train=0.0825, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 54%|█████▍ | 254/469 [00:24<00:20, 10.53it/s, v_num=9, loss/train=0.230, alignment/train=0.0825, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 54%|█████▍ | 254/469 [00:24<00:20, 10.53it/s, v_num=9, loss/train=0.199, alignment/train=0.0769, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 54%|█████▍ | 255/469 [00:24<00:20, 10.54it/s, v_num=9, loss/train=0.199, alignment/train=0.0769, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 54%|█████▍ | 255/469 [00:24<00:20, 10.54it/s, v_num=9, loss/train=0.211, alignment/train=0.0745, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 55%|█████▍ | 256/469 [00:24<00:20, 10.56it/s, v_num=9, loss/train=0.211, alignment/train=0.0745, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 55%|█████▍ | 256/469 [00:24<00:20, 10.56it/s, v_num=9, loss/train=0.191, alignment/train=0.0753, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 55%|█████▍ | 257/469 [00:24<00:20, 10.55it/s, v_num=9, loss/train=0.191, alignment/train=0.0753, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 55%|█████▍ | 257/469 [00:24<00:20, 10.55it/s, v_num=9, loss/train=0.187, alignment/train=0.0741, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 55%|█████▌ | 258/469 [00:24<00:19, 10.57it/s, v_num=9, loss/train=0.187, alignment/train=0.0741, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 55%|█████▌ | 258/469 [00:24<00:19, 10.57it/s, v_num=9, loss/train=0.203, alignment/train=0.0958, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 55%|█████▌ | 259/469 [00:24<00:19, 10.58it/s, v_num=9, loss/train=0.203, alignment/train=0.0958, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 55%|█████▌ | 259/469 [00:24<00:19, 10.58it/s, v_num=9, loss/train=0.220, alignment/train=0.0831, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 55%|█████▌ | 260/469 [00:24<00:19, 10.58it/s, v_num=9, loss/train=0.220, alignment/train=0.0831, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 55%|█████▌ | 260/469 [00:24<00:19, 10.58it/s, v_num=9, loss/train=0.198, alignment/train=0.0774, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 56%|█████▌ | 261/469 [00:24<00:19, 10.58it/s, v_num=9, loss/train=0.198, alignment/train=0.0774, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 56%|█████▌ | 261/469 [00:24<00:19, 10.58it/s, v_num=9, loss/train=0.155, alignment/train=0.0754, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 56%|█████▌ | 262/469 [00:24<00:19, 10.57it/s, v_num=9, loss/train=0.155, alignment/train=0.0754, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 56%|█████▌ | 262/469 [00:24<00:19, 10.57it/s, v_num=9, loss/train=0.164, alignment/train=0.0785, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 56%|█████▌ | 263/469 [00:24<00:19, 10.56it/s, v_num=9, loss/train=0.164, alignment/train=0.0785, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 56%|█████▌ | 263/469 [00:24<00:19, 10.56it/s, v_num=9, loss/train=0.206, alignment/train=0.087, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 56%|█████▋ | 264/469 [00:24<00:19, 10.57it/s, v_num=9, loss/train=0.206, alignment/train=0.087, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 56%|█████▋ | 264/469 [00:24<00:19, 10.57it/s, v_num=9, loss/train=0.223, alignment/train=0.103, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 57%|█████▋ | 265/469 [00:25<00:19, 10.59it/s, v_num=9, loss/train=0.223, alignment/train=0.103, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 57%|█████▋ | 265/469 [00:25<00:19, 10.59it/s, v_num=9, loss/train=0.201, alignment/train=0.0756, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 57%|█████▋ | 266/469 [00:25<00:19, 10.57it/s, v_num=9, loss/train=0.201, alignment/train=0.0756, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 57%|█████▋ | 266/469 [00:25<00:19, 10.57it/s, v_num=9, loss/train=0.168, alignment/train=0.0714, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 57%|█████▋ | 267/469 [00:25<00:19, 10.57it/s, v_num=9, loss/train=0.168, alignment/train=0.0714, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 57%|█████▋ | 267/469 [00:25<00:19, 10.56it/s, v_num=9, loss/train=0.196, alignment/train=0.0783, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 57%|█████▋ | 268/469 [00:25<00:18, 10.58it/s, v_num=9, loss/train=0.196, alignment/train=0.0783, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 57%|█████▋ | 268/469 [00:25<00:18, 10.58it/s, v_num=9, loss/train=0.166, alignment/train=0.0792, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 57%|█████▋ | 269/469 [00:25<00:18, 10.59it/s, v_num=9, loss/train=0.166, alignment/train=0.0792, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 57%|█████▋ | 269/469 [00:25<00:18, 10.59it/s, v_num=9, loss/train=0.191, alignment/train=0.078, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 58%|█████▊ | 270/469 [00:25<00:18, 10.57it/s, v_num=9, loss/train=0.191, alignment/train=0.078, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 58%|█████▊ | 270/469 [00:25<00:18, 10.57it/s, v_num=9, loss/train=0.176, alignment/train=0.0801, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 58%|█████▊ | 271/469 [00:25<00:18, 10.59it/s, v_num=9, loss/train=0.176, alignment/train=0.0801, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 58%|█████▊ | 271/469 [00:25<00:18, 10.59it/s, v_num=9, loss/train=0.207, alignment/train=0.0862, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 58%|█████▊ | 272/469 [00:25<00:18, 10.61it/s, v_num=9, loss/train=0.207, alignment/train=0.0862, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 58%|█████▊ | 272/469 [00:25<00:18, 10.61it/s, v_num=9, loss/train=0.215, alignment/train=0.0965, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 58%|█████▊ | 273/469 [00:25<00:18, 10.61it/s, v_num=9, loss/train=0.215, alignment/train=0.0965, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 58%|█████▊ | 273/469 [00:25<00:18, 10.61it/s, v_num=9, loss/train=0.218, alignment/train=0.0841, uniformity/train=-3.51, contrastive_acc/train=0.988, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 58%|█████▊ | 274/469 [00:25<00:18, 10.59it/s, v_num=9, loss/train=0.218, alignment/train=0.0841, uniformity/train=-3.51, contrastive_acc/train=0.988, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 58%|█████▊ | 274/469 [00:25<00:18, 10.59it/s, v_num=9, loss/train=0.205, alignment/train=0.0909, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 59%|█████▊ | 275/469 [00:25<00:18, 10.60it/s, v_num=9, loss/train=0.205, alignment/train=0.0909, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 59%|█████▊ | 275/469 [00:25<00:18, 10.60it/s, v_num=9, loss/train=0.201, alignment/train=0.0867, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 59%|█████▉ | 276/469 [00:26<00:18, 10.60it/s, v_num=9, loss/train=0.201, alignment/train=0.0867, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 59%|█████▉ | 276/469 [00:26<00:18, 10.60it/s, v_num=9, loss/train=0.182, alignment/train=0.0845, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 59%|█████▉ | 277/469 [00:26<00:18, 10.60it/s, v_num=9, loss/train=0.182, alignment/train=0.0845, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 59%|█████▉ | 277/469 [00:26<00:18, 10.60it/s, v_num=9, loss/train=0.183, alignment/train=0.0787, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 59%|█████▉ | 278/469 [00:26<00:17, 10.62it/s, v_num=9, loss/train=0.183, alignment/train=0.0787, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 59%|█████▉ | 278/469 [00:26<00:17, 10.62it/s, v_num=9, loss/train=0.226, alignment/train=0.0867, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 59%|█████▉ | 279/469 [00:26<00:17, 10.61it/s, v_num=9, loss/train=0.226, alignment/train=0.0867, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 59%|█████▉ | 279/469 [00:26<00:17, 10.61it/s, v_num=9, loss/train=0.158, alignment/train=0.0757, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 60%|█████▉ | 280/469 [00:26<00:17, 10.62it/s, v_num=9, loss/train=0.158, alignment/train=0.0757, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 60%|█████▉ | 280/469 [00:26<00:17, 10.62it/s, v_num=9, loss/train=0.234, alignment/train=0.0873, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 60%|█████▉ | 281/469 [00:26<00:17, 10.62it/s, v_num=9, loss/train=0.234, alignment/train=0.0873, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 60%|█████▉ | 281/469 [00:26<00:17, 10.62it/s, v_num=9, loss/train=0.189, alignment/train=0.0803, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 60%|██████ | 282/469 [00:26<00:17, 10.63it/s, v_num=9, loss/train=0.189, alignment/train=0.0803, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 60%|██████ | 282/469 [00:26<00:17, 10.63it/s, v_num=9, loss/train=0.198, alignment/train=0.0748, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 60%|██████ | 283/469 [00:26<00:17, 10.63it/s, v_num=9, loss/train=0.198, alignment/train=0.0748, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 60%|██████ | 283/469 [00:26<00:17, 10.63it/s, v_num=9, loss/train=0.199, alignment/train=0.087, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 61%|██████ | 284/469 [00:26<00:17, 10.62it/s, v_num=9, loss/train=0.199, alignment/train=0.087, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 61%|██████ | 284/469 [00:26<00:17, 10.62it/s, v_num=9, loss/train=0.183, alignment/train=0.0898, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 61%|██████ | 285/469 [00:26<00:17, 10.63it/s, v_num=9, loss/train=0.183, alignment/train=0.0898, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 61%|██████ | 285/469 [00:26<00:17, 10.63it/s, v_num=9, loss/train=0.208, alignment/train=0.0763, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 61%|██████ | 286/469 [00:26<00:17, 10.65it/s, v_num=9, loss/train=0.208, alignment/train=0.0763, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 61%|██████ | 286/469 [00:26<00:17, 10.65it/s, v_num=9, loss/train=0.198, alignment/train=0.0737, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 61%|██████ | 287/469 [00:26<00:17, 10.66it/s, v_num=9, loss/train=0.198, alignment/train=0.0737, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 61%|██████ | 287/469 [00:26<00:17, 10.66it/s, v_num=9, loss/train=0.184, alignment/train=0.0709, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 61%|██████▏ | 288/469 [00:27<00:17, 10.62it/s, v_num=9, loss/train=0.184, alignment/train=0.0709, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 61%|██████▏ | 288/469 [00:27<00:17, 10.62it/s, v_num=9, loss/train=0.154, alignment/train=0.0731, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 62%|██████▏ | 289/469 [00:27<00:16, 10.63it/s, v_num=9, loss/train=0.154, alignment/train=0.0731, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 62%|██████▏ | 289/469 [00:27<00:16, 10.63it/s, v_num=9, loss/train=0.204, alignment/train=0.0833, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 62%|██████▏ | 290/469 [00:27<00:16, 10.65it/s, v_num=9, loss/train=0.204, alignment/train=0.0833, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 62%|██████▏ | 290/469 [00:27<00:16, 10.65it/s, v_num=9, loss/train=0.167, alignment/train=0.0799, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 62%|██████▏ | 291/469 [00:27<00:16, 10.66it/s, v_num=9, loss/train=0.167, alignment/train=0.0799, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 62%|██████▏ | 291/469 [00:27<00:16, 10.66it/s, v_num=9, loss/train=0.193, alignment/train=0.0795, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 62%|██████▏ | 292/469 [00:27<00:16, 10.65it/s, v_num=9, loss/train=0.193, alignment/train=0.0795, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 62%|██████▏ | 292/469 [00:27<00:16, 10.65it/s, v_num=9, loss/train=0.176, alignment/train=0.0835, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 62%|██████▏ | 293/469 [00:27<00:16, 10.65it/s, v_num=9, loss/train=0.176, alignment/train=0.0835, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 62%|██████▏ | 293/469 [00:27<00:16, 10.65it/s, v_num=9, loss/train=0.210, alignment/train=0.0969, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 63%|██████▎ | 294/469 [00:27<00:16, 10.66it/s, v_num=9, loss/train=0.210, alignment/train=0.0969, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 63%|██████▎ | 294/469 [00:27<00:16, 10.66it/s, v_num=9, loss/train=0.217, alignment/train=0.0834, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 63%|██████▎ | 295/469 [00:27<00:16, 10.67it/s, v_num=9, loss/train=0.217, alignment/train=0.0834, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 63%|██████▎ | 295/469 [00:27<00:16, 10.67it/s, v_num=9, loss/train=0.186, alignment/train=0.0836, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 63%|██████▎ | 296/469 [00:27<00:16, 10.66it/s, v_num=9, loss/train=0.186, alignment/train=0.0836, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 63%|██████▎ | 296/469 [00:27<00:16, 10.66it/s, v_num=9, loss/train=0.192, alignment/train=0.0865, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 63%|██████▎ | 297/469 [00:27<00:16, 10.67it/s, v_num=9, loss/train=0.192, alignment/train=0.0865, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 63%|██████▎ | 297/469 [00:27<00:16, 10.67it/s, v_num=9, loss/train=0.168, alignment/train=0.0794, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 64%|██████▎ | 298/469 [00:27<00:16, 10.68it/s, v_num=9, loss/train=0.168, alignment/train=0.0794, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 64%|██████▎ | 298/469 [00:27<00:16, 10.68it/s, v_num=9, loss/train=0.192, alignment/train=0.0826, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 64%|██████▍ | 299/469 [00:28<00:15, 10.63it/s, v_num=9, loss/train=0.192, alignment/train=0.0826, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 64%|██████▍ | 299/469 [00:28<00:15, 10.63it/s, v_num=9, loss/train=0.190, alignment/train=0.0767, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 64%|██████▍ | 300/469 [00:28<00:15, 10.65it/s, v_num=9, loss/train=0.190, alignment/train=0.0767, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 64%|██████▍ | 300/469 [00:28<00:15, 10.65it/s, v_num=9, loss/train=0.200, alignment/train=0.0876, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 64%|██████▍ | 301/469 [00:28<00:15, 10.66it/s, v_num=9, loss/train=0.200, alignment/train=0.0876, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 64%|██████▍ | 301/469 [00:28<00:15, 10.66it/s, v_num=9, loss/train=0.200, alignment/train=0.0801, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 64%|██████▍ | 302/469 [00:28<00:15, 10.68it/s, v_num=9, loss/train=0.200, alignment/train=0.0801, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 64%|██████▍ | 302/469 [00:28<00:15, 10.68it/s, v_num=9, loss/train=0.202, alignment/train=0.080, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 65%|██████▍ | 303/469 [00:28<00:15, 10.69it/s, v_num=9, loss/train=0.202, alignment/train=0.080, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 65%|██████▍ | 303/469 [00:28<00:15, 10.69it/s, v_num=9, loss/train=0.155, alignment/train=0.0759, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 65%|██████▍ | 304/469 [00:28<00:15, 10.70it/s, v_num=9, loss/train=0.155, alignment/train=0.0759, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 65%|██████▍ | 304/469 [00:28<00:15, 10.70it/s, v_num=9, loss/train=0.197, alignment/train=0.0841, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 65%|██████▌ | 305/469 [00:28<00:15, 10.71it/s, v_num=9, loss/train=0.197, alignment/train=0.0841, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 65%|██████▌ | 305/469 [00:28<00:15, 10.71it/s, v_num=9, loss/train=0.221, alignment/train=0.0919, uniformity/train=-3.51, contrastive_acc/train=0.988, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 65%|██████▌ | 306/469 [00:28<00:15, 10.68it/s, v_num=9, loss/train=0.221, alignment/train=0.0919, uniformity/train=-3.51, contrastive_acc/train=0.988, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 65%|██████▌ | 306/469 [00:28<00:15, 10.68it/s, v_num=9, loss/train=0.165, alignment/train=0.0853, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 65%|██████▌ | 307/469 [00:28<00:15, 10.68it/s, v_num=9, loss/train=0.165, alignment/train=0.0853, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 65%|██████▌ | 307/469 [00:28<00:15, 10.68it/s, v_num=9, loss/train=0.162, alignment/train=0.0653, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 66%|██████▌ | 308/469 [00:28<00:15, 10.69it/s, v_num=9, loss/train=0.162, alignment/train=0.0653, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 66%|██████▌ | 308/469 [00:28<00:15, 10.69it/s, v_num=9, loss/train=0.184, alignment/train=0.0817, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 66%|██████▌ | 309/469 [00:28<00:14, 10.69it/s, v_num=9, loss/train=0.184, alignment/train=0.0817, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 66%|██████▌ | 309/469 [00:28<00:14, 10.69it/s, v_num=9, loss/train=0.175, alignment/train=0.0768, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 66%|██████▌ | 310/469 [00:29<00:14, 10.67it/s, v_num=9, loss/train=0.175, alignment/train=0.0768, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 66%|██████▌ | 310/469 [00:29<00:14, 10.67it/s, v_num=9, loss/train=0.199, alignment/train=0.0783, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 66%|██████▋ | 311/469 [00:29<00:14, 10.68it/s, v_num=9, loss/train=0.199, alignment/train=0.0783, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 66%|██████▋ | 311/469 [00:29<00:14, 10.68it/s, v_num=9, loss/train=0.178, alignment/train=0.0852, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 67%|██████▋ | 312/469 [00:29<00:14, 10.69it/s, v_num=9, loss/train=0.178, alignment/train=0.0852, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 67%|██████▋ | 312/469 [00:29<00:14, 10.69it/s, v_num=9, loss/train=0.183, alignment/train=0.0761, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 67%|██████▋ | 313/469 [00:29<00:14, 10.70it/s, v_num=9, loss/train=0.183, alignment/train=0.0761, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 67%|██████▋ | 313/469 [00:29<00:14, 10.70it/s, v_num=9, loss/train=0.186, alignment/train=0.0817, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 67%|██████▋ | 314/469 [00:29<00:14, 10.70it/s, v_num=9, loss/train=0.186, alignment/train=0.0817, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 67%|██████▋ | 314/469 [00:29<00:14, 10.70it/s, v_num=9, loss/train=0.185, alignment/train=0.0829, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 67%|██████▋ | 315/469 [00:29<00:14, 10.69it/s, v_num=9, loss/train=0.185, alignment/train=0.0829, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 67%|██████▋ | 315/469 [00:29<00:14, 10.69it/s, v_num=9, loss/train=0.214, alignment/train=0.097, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 67%|██████▋ | 316/469 [00:29<00:14, 10.70it/s, v_num=9, loss/train=0.214, alignment/train=0.097, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 67%|██████▋ | 316/469 [00:29<00:14, 10.70it/s, v_num=9, loss/train=0.190, alignment/train=0.085, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 68%|██████▊ | 317/469 [00:29<00:14, 10.71it/s, v_num=9, loss/train=0.190, alignment/train=0.085, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 68%|██████▊ | 317/469 [00:29<00:14, 10.71it/s, v_num=9, loss/train=0.245, alignment/train=0.098, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 68%|██████▊ | 318/469 [00:29<00:14, 10.71it/s, v_num=9, loss/train=0.245, alignment/train=0.098, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 68%|██████▊ | 318/469 [00:29<00:14, 10.71it/s, v_num=9, loss/train=0.199, alignment/train=0.0882, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 68%|██████▊ | 319/469 [00:29<00:14, 10.70it/s, v_num=9, loss/train=0.199, alignment/train=0.0882, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 68%|██████▊ | 319/469 [00:29<00:14, 10.70it/s, v_num=9, loss/train=0.197, alignment/train=0.0766, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 68%|██████▊ | 320/469 [00:29<00:13, 10.70it/s, v_num=9, loss/train=0.197, alignment/train=0.0766, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 68%|██████▊ | 320/469 [00:29<00:13, 10.70it/s, v_num=9, loss/train=0.205, alignment/train=0.0877, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 68%|██████▊ | 321/469 [00:30<00:13, 10.70it/s, v_num=9, loss/train=0.205, alignment/train=0.0877, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 68%|██████▊ | 321/469 [00:30<00:13, 10.70it/s, v_num=9, loss/train=0.191, alignment/train=0.0838, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 69%|██████▊ | 322/469 [00:30<00:13, 10.71it/s, v_num=9, loss/train=0.191, alignment/train=0.0838, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 69%|██████▊ | 322/469 [00:30<00:13, 10.71it/s, v_num=9, loss/train=0.189, alignment/train=0.0728, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 69%|██████▉ | 323/469 [00:30<00:13, 10.71it/s, v_num=9, loss/train=0.189, alignment/train=0.0728, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 69%|██████▉ | 323/469 [00:30<00:13, 10.71it/s, v_num=9, loss/train=0.166, alignment/train=0.0725, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 69%|██████▉ | 324/469 [00:30<00:13, 10.72it/s, v_num=9, loss/train=0.166, alignment/train=0.0725, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 69%|██████▉ | 324/469 [00:30<00:13, 10.72it/s, v_num=9, loss/train=0.181, alignment/train=0.0818, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 69%|██████▉ | 325/469 [00:30<00:13, 10.73it/s, v_num=9, loss/train=0.181, alignment/train=0.0818, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 69%|██████▉ | 325/469 [00:30<00:13, 10.73it/s, v_num=9, loss/train=0.195, alignment/train=0.0797, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 70%|██████▉ | 326/469 [00:30<00:13, 10.73it/s, v_num=9, loss/train=0.195, alignment/train=0.0797, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 70%|██████▉ | 326/469 [00:30<00:13, 10.73it/s, v_num=9, loss/train=0.182, alignment/train=0.0762, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 70%|██████▉ | 327/469 [00:30<00:13, 10.71it/s, v_num=9, loss/train=0.182, alignment/train=0.0762, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 70%|██████▉ | 327/469 [00:30<00:13, 10.71it/s, v_num=9, loss/train=0.213, alignment/train=0.0856, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 70%|██████▉ | 328/469 [00:30<00:13, 10.71it/s, v_num=9, loss/train=0.213, alignment/train=0.0856, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 70%|██████▉ | 328/469 [00:30<00:13, 10.71it/s, v_num=9, loss/train=0.190, alignment/train=0.0791, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 70%|███████ | 329/469 [00:30<00:13, 10.72it/s, v_num=9, loss/train=0.190, alignment/train=0.0791, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 70%|███████ | 329/469 [00:30<00:13, 10.72it/s, v_num=9, loss/train=0.211, alignment/train=0.0927, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 70%|███████ | 330/469 [00:30<00:12, 10.73it/s, v_num=9, loss/train=0.211, alignment/train=0.0927, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 70%|███████ | 330/469 [00:30<00:12, 10.73it/s, v_num=9, loss/train=0.208, alignment/train=0.0831, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 71%|███████ | 331/469 [00:30<00:12, 10.73it/s, v_num=9, loss/train=0.208, alignment/train=0.0831, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 71%|███████ | 331/469 [00:30<00:12, 10.73it/s, v_num=9, loss/train=0.196, alignment/train=0.0889, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 71%|███████ | 332/469 [00:30<00:12, 10.74it/s, v_num=9, loss/train=0.196, alignment/train=0.0889, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 71%|███████ | 332/469 [00:30<00:12, 10.74it/s, v_num=9, loss/train=0.199, alignment/train=0.0812, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 71%|███████ | 333/469 [00:31<00:12, 10.74it/s, v_num=9, loss/train=0.199, alignment/train=0.0812, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 71%|███████ | 333/469 [00:31<00:12, 10.74it/s, v_num=9, loss/train=0.193, alignment/train=0.0802, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 71%|███████ | 334/469 [00:31<00:12, 10.73it/s, v_num=9, loss/train=0.193, alignment/train=0.0802, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 71%|███████ | 334/469 [00:31<00:12, 10.73it/s, v_num=9, loss/train=0.253, alignment/train=0.094, uniformity/train=-3.53, contrastive_acc/train=0.984, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 71%|███████▏ | 335/469 [00:31<00:12, 10.73it/s, v_num=9, loss/train=0.253, alignment/train=0.094, uniformity/train=-3.53, contrastive_acc/train=0.984, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 71%|███████▏ | 335/469 [00:31<00:12, 10.73it/s, v_num=9, loss/train=0.199, alignment/train=0.0913, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 72%|███████▏ | 336/469 [00:31<00:12, 10.73it/s, v_num=9, loss/train=0.199, alignment/train=0.0913, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 72%|███████▏ | 336/469 [00:31<00:12, 10.73it/s, v_num=9, loss/train=0.198, alignment/train=0.0823, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 72%|███████▏ | 337/469 [00:31<00:12, 10.73it/s, v_num=9, loss/train=0.198, alignment/train=0.0823, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 72%|███████▏ | 337/469 [00:31<00:12, 10.73it/s, v_num=9, loss/train=0.212, alignment/train=0.0884, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 72%|███████▏ | 338/469 [00:31<00:12, 10.73it/s, v_num=9, loss/train=0.212, alignment/train=0.0884, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 72%|███████▏ | 338/469 [00:31<00:12, 10.73it/s, v_num=9, loss/train=0.182, alignment/train=0.0663, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 72%|███████▏ | 339/469 [00:31<00:12, 10.75it/s, v_num=9, loss/train=0.182, alignment/train=0.0663, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 72%|███████▏ | 339/469 [00:31<00:12, 10.75it/s, v_num=9, loss/train=0.212, alignment/train=0.0927, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 72%|███████▏ | 340/469 [00:31<00:12, 10.74it/s, v_num=9, loss/train=0.212, alignment/train=0.0927, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 72%|███████▏ | 340/469 [00:31<00:12, 10.74it/s, v_num=9, loss/train=0.195, alignment/train=0.0841, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 73%|███████▎ | 341/469 [00:31<00:11, 10.72it/s, v_num=9, loss/train=0.195, alignment/train=0.0841, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 73%|███████▎ | 341/469 [00:31<00:11, 10.72it/s, v_num=9, loss/train=0.197, alignment/train=0.0777, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 73%|███████▎ | 342/469 [00:31<00:11, 10.74it/s, v_num=9, loss/train=0.197, alignment/train=0.0777, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 73%|███████▎ | 342/469 [00:31<00:11, 10.74it/s, v_num=9, loss/train=0.244, alignment/train=0.0958, uniformity/train=-3.51, contrastive_acc/train=0.988, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 73%|███████▎ | 343/469 [00:31<00:11, 10.74it/s, v_num=9, loss/train=0.244, alignment/train=0.0958, uniformity/train=-3.51, contrastive_acc/train=0.988, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 73%|███████▎ | 343/469 [00:31<00:11, 10.74it/s, v_num=9, loss/train=0.186, alignment/train=0.0727, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 73%|███████▎ | 344/469 [00:32<00:11, 10.74it/s, v_num=9, loss/train=0.186, alignment/train=0.0727, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 73%|███████▎ | 344/469 [00:32<00:11, 10.74it/s, v_num=9, loss/train=0.202, alignment/train=0.0738, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 74%|███████▎ | 345/469 [00:32<00:11, 10.75it/s, v_num=9, loss/train=0.202, alignment/train=0.0738, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 74%|███████▎ | 345/469 [00:32<00:11, 10.75it/s, v_num=9, loss/train=0.167, alignment/train=0.0823, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 74%|███████▍ | 346/469 [00:32<00:11, 10.75it/s, v_num=9, loss/train=0.167, alignment/train=0.0823, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 74%|███████▍ | 346/469 [00:32<00:11, 10.75it/s, v_num=9, loss/train=0.194, alignment/train=0.0731, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 74%|███████▍ | 347/469 [00:32<00:11, 10.76it/s, v_num=9, loss/train=0.194, alignment/train=0.0731, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 74%|███████▍ | 347/469 [00:32<00:11, 10.76it/s, v_num=9, loss/train=0.200, alignment/train=0.0828, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 74%|███████▍ | 348/469 [00:32<00:11, 10.78it/s, v_num=9, loss/train=0.200, alignment/train=0.0828, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 74%|███████▍ | 348/469 [00:32<00:11, 10.78it/s, v_num=9, loss/train=0.188, alignment/train=0.0751, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 74%|███████▍ | 349/469 [00:32<00:11, 10.78it/s, v_num=9, loss/train=0.188, alignment/train=0.0751, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 74%|███████▍ | 349/469 [00:32<00:11, 10.78it/s, v_num=9, loss/train=0.185, alignment/train=0.0783, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 75%|███████▍ | 350/469 [00:32<00:11, 10.76it/s, v_num=9, loss/train=0.185, alignment/train=0.0783, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 75%|███████▍ | 350/469 [00:32<00:11, 10.76it/s, v_num=9, loss/train=0.191, alignment/train=0.084, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 75%|███████▍ | 351/469 [00:32<00:10, 10.75it/s, v_num=9, loss/train=0.191, alignment/train=0.084, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 75%|███████▍ | 351/469 [00:32<00:10, 10.75it/s, v_num=9, loss/train=0.221, alignment/train=0.0879, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 75%|███████▌ | 352/469 [00:32<00:10, 10.75it/s, v_num=9, loss/train=0.221, alignment/train=0.0879, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 75%|███████▌ | 352/469 [00:32<00:10, 10.75it/s, v_num=9, loss/train=0.233, alignment/train=0.106, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 75%|███████▌ | 353/469 [00:32<00:10, 10.76it/s, v_num=9, loss/train=0.233, alignment/train=0.106, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 75%|███████▌ | 353/469 [00:32<00:10, 10.76it/s, v_num=9, loss/train=0.208, alignment/train=0.0773, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 75%|███████▌ | 354/469 [00:32<00:10, 10.77it/s, v_num=9, loss/train=0.208, alignment/train=0.0773, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 75%|███████▌ | 354/469 [00:32<00:10, 10.77it/s, v_num=9, loss/train=0.205, alignment/train=0.0803, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 76%|███████▌ | 355/469 [00:32<00:10, 10.78it/s, v_num=9, loss/train=0.205, alignment/train=0.0803, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 76%|███████▌ | 355/469 [00:32<00:10, 10.78it/s, v_num=9, loss/train=0.182, alignment/train=0.0769, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 76%|███████▌ | 356/469 [00:33<00:10, 10.77it/s, v_num=9, loss/train=0.182, alignment/train=0.0769, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 76%|███████▌ | 356/469 [00:33<00:10, 10.77it/s, v_num=9, loss/train=0.170, alignment/train=0.0782, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 76%|███████▌ | 357/469 [00:33<00:10, 10.77it/s, v_num=9, loss/train=0.170, alignment/train=0.0782, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 76%|███████▌ | 357/469 [00:33<00:10, 10.77it/s, v_num=9, loss/train=0.214, alignment/train=0.0847, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 76%|███████▋ | 358/469 [00:33<00:10, 10.76it/s, v_num=9, loss/train=0.214, alignment/train=0.0847, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 76%|███████▋ | 358/469 [00:33<00:10, 10.76it/s, v_num=9, loss/train=0.175, alignment/train=0.0845, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 77%|███████▋ | 359/469 [00:33<00:10, 10.77it/s, v_num=9, loss/train=0.175, alignment/train=0.0845, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 77%|███████▋ | 359/469 [00:33<00:10, 10.77it/s, v_num=9, loss/train=0.186, alignment/train=0.0745, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 77%|███████▋ | 360/469 [00:33<00:10, 10.77it/s, v_num=9, loss/train=0.186, alignment/train=0.0745, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 77%|███████▋ | 360/469 [00:33<00:10, 10.77it/s, v_num=9, loss/train=0.203, alignment/train=0.0881, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 77%|███████▋ | 361/469 [00:33<00:10, 10.76it/s, v_num=9, loss/train=0.203, alignment/train=0.0881, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 77%|███████▋ | 361/469 [00:33<00:10, 10.76it/s, v_num=9, loss/train=0.179, alignment/train=0.0886, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 77%|███████▋ | 362/469 [00:33<00:09, 10.77it/s, v_num=9, loss/train=0.179, alignment/train=0.0886, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 77%|███████▋ | 362/469 [00:33<00:09, 10.77it/s, v_num=9, loss/train=0.222, alignment/train=0.0907, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 77%|███████▋ | 363/469 [00:33<00:09, 10.78it/s, v_num=9, loss/train=0.222, alignment/train=0.0907, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 77%|███████▋ | 363/469 [00:33<00:09, 10.78it/s, v_num=9, loss/train=0.215, alignment/train=0.0847, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 78%|███████▊ | 364/469 [00:33<00:09, 10.79it/s, v_num=9, loss/train=0.215, alignment/train=0.0847, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 78%|███████▊ | 364/469 [00:33<00:09, 10.79it/s, v_num=9, loss/train=0.198, alignment/train=0.0821, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 78%|███████▊ | 365/469 [00:33<00:09, 10.79it/s, v_num=9, loss/train=0.198, alignment/train=0.0821, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 78%|███████▊ | 365/469 [00:33<00:09, 10.79it/s, v_num=9, loss/train=0.186, alignment/train=0.0816, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 78%|███████▊ | 366/469 [00:33<00:09, 10.78it/s, v_num=9, loss/train=0.186, alignment/train=0.0816, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 78%|███████▊ | 366/469 [00:33<00:09, 10.78it/s, v_num=9, loss/train=0.197, alignment/train=0.0756, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 78%|███████▊ | 367/469 [00:34<00:09, 10.77it/s, v_num=9, loss/train=0.197, alignment/train=0.0756, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 78%|███████▊ | 367/469 [00:34<00:09, 10.77it/s, v_num=9, loss/train=0.190, alignment/train=0.074, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 78%|███████▊ | 368/469 [00:34<00:09, 10.78it/s, v_num=9, loss/train=0.190, alignment/train=0.074, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 78%|███████▊ | 368/469 [00:34<00:09, 10.78it/s, v_num=9, loss/train=0.160, alignment/train=0.0834, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 79%|███████▊ | 369/469 [00:34<00:09, 10.79it/s, v_num=9, loss/train=0.160, alignment/train=0.0834, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 79%|███████▊ | 369/469 [00:34<00:09, 10.79it/s, v_num=9, loss/train=0.194, alignment/train=0.0742, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 79%|███████▉ | 370/469 [00:34<00:09, 10.80it/s, v_num=9, loss/train=0.194, alignment/train=0.0742, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 79%|███████▉ | 370/469 [00:34<00:09, 10.80it/s, v_num=9, loss/train=0.210, alignment/train=0.0849, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 79%|███████▉ | 371/469 [00:34<00:09, 10.81it/s, v_num=9, loss/train=0.210, alignment/train=0.0849, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 79%|███████▉ | 371/469 [00:34<00:09, 10.81it/s, v_num=9, loss/train=0.187, alignment/train=0.0788, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 79%|███████▉ | 372/469 [00:34<00:08, 10.81it/s, v_num=9, loss/train=0.187, alignment/train=0.0788, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 79%|███████▉ | 372/469 [00:34<00:08, 10.81it/s, v_num=9, loss/train=0.206, alignment/train=0.0775, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 80%|███████▉ | 373/469 [00:34<00:08, 10.80it/s, v_num=9, loss/train=0.206, alignment/train=0.0775, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 80%|███████▉ | 373/469 [00:34<00:08, 10.80it/s, v_num=9, loss/train=0.192, alignment/train=0.0861, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 80%|███████▉ | 374/469 [00:34<00:08, 10.80it/s, v_num=9, loss/train=0.192, alignment/train=0.0861, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 80%|███████▉ | 374/469 [00:34<00:08, 10.80it/s, v_num=9, loss/train=0.215, alignment/train=0.0876, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 80%|███████▉ | 375/469 [00:34<00:08, 10.80it/s, v_num=9, loss/train=0.215, alignment/train=0.0876, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 80%|███████▉ | 375/469 [00:34<00:08, 10.80it/s, v_num=9, loss/train=0.279, alignment/train=0.101, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 80%|████████ | 376/469 [00:34<00:08, 10.81it/s, v_num=9, loss/train=0.279, alignment/train=0.101, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 80%|████████ | 376/469 [00:34<00:08, 10.81it/s, v_num=9, loss/train=0.203, alignment/train=0.0864, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 80%|████████ | 377/469 [00:34<00:08, 10.80it/s, v_num=9, loss/train=0.203, alignment/train=0.0864, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 80%|████████ | 377/469 [00:34<00:08, 10.80it/s, v_num=9, loss/train=0.229, alignment/train=0.0887, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 81%|████████ | 378/469 [00:35<00:08, 10.79it/s, v_num=9, loss/train=0.229, alignment/train=0.0887, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 81%|████████ | 378/469 [00:35<00:08, 10.79it/s, v_num=9, loss/train=0.188, alignment/train=0.0841, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 81%|████████ | 379/469 [00:35<00:08, 10.80it/s, v_num=9, loss/train=0.188, alignment/train=0.0841, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 81%|████████ | 379/469 [00:35<00:08, 10.80it/s, v_num=9, loss/train=0.170, alignment/train=0.0743, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 81%|████████ | 380/469 [00:35<00:08, 10.81it/s, v_num=9, loss/train=0.170, alignment/train=0.0743, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 81%|████████ | 380/469 [00:35<00:08, 10.81it/s, v_num=9, loss/train=0.208, alignment/train=0.0906, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 81%|████████ | 381/469 [00:35<00:08, 10.79it/s, v_num=9, loss/train=0.208, alignment/train=0.0906, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 81%|████████ | 381/469 [00:35<00:08, 10.79it/s, v_num=9, loss/train=0.211, alignment/train=0.0891, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 81%|████████▏ | 382/469 [00:35<00:08, 10.79it/s, v_num=9, loss/train=0.211, alignment/train=0.0891, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 81%|████████▏ | 382/469 [00:35<00:08, 10.79it/s, v_num=9, loss/train=0.178, alignment/train=0.069, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 82%|████████▏ | 383/469 [00:35<00:07, 10.80it/s, v_num=9, loss/train=0.178, alignment/train=0.069, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 82%|████████▏ | 383/469 [00:35<00:07, 10.80it/s, v_num=9, loss/train=0.185, alignment/train=0.0781, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 82%|████████▏ | 384/469 [00:35<00:07, 10.80it/s, v_num=9, loss/train=0.185, alignment/train=0.0781, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 82%|████████▏ | 384/469 [00:35<00:07, 10.80it/s, v_num=9, loss/train=0.197, alignment/train=0.0688, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 82%|████████▏ | 385/469 [00:35<00:07, 10.80it/s, v_num=9, loss/train=0.197, alignment/train=0.0688, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 82%|████████▏ | 385/469 [00:35<00:07, 10.80it/s, v_num=9, loss/train=0.193, alignment/train=0.0784, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 82%|████████▏ | 386/469 [00:35<00:07, 10.79it/s, v_num=9, loss/train=0.193, alignment/train=0.0784, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 82%|████████▏ | 386/469 [00:35<00:07, 10.79it/s, v_num=9, loss/train=0.169, alignment/train=0.0693, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 83%|████████▎ | 387/469 [00:35<00:07, 10.80it/s, v_num=9, loss/train=0.169, alignment/train=0.0693, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 83%|████████▎ | 387/469 [00:35<00:07, 10.80it/s, v_num=9, loss/train=0.215, alignment/train=0.0846, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 83%|████████▎ | 388/469 [00:35<00:07, 10.81it/s, v_num=9, loss/train=0.215, alignment/train=0.0846, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 83%|████████▎ | 388/469 [00:35<00:07, 10.81it/s, v_num=9, loss/train=0.201, alignment/train=0.0835, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 83%|████████▎ | 389/469 [00:35<00:07, 10.82it/s, v_num=9, loss/train=0.201, alignment/train=0.0835, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 83%|████████▎ | 389/469 [00:35<00:07, 10.82it/s, v_num=9, loss/train=0.145, alignment/train=0.0769, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 83%|████████▎ | 390/469 [00:36<00:07, 10.82it/s, v_num=9, loss/train=0.145, alignment/train=0.0769, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 83%|████████▎ | 390/469 [00:36<00:07, 10.81it/s, v_num=9, loss/train=0.187, alignment/train=0.079, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 83%|████████▎ | 391/469 [00:36<00:07, 10.80it/s, v_num=9, loss/train=0.187, alignment/train=0.079, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 83%|████████▎ | 391/469 [00:36<00:07, 10.80it/s, v_num=9, loss/train=0.247, alignment/train=0.0847, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 84%|████████▎ | 392/469 [00:36<00:07, 10.81it/s, v_num=9, loss/train=0.247, alignment/train=0.0847, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 84%|████████▎ | 392/469 [00:36<00:07, 10.81it/s, v_num=9, loss/train=0.208, alignment/train=0.0818, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 84%|████████▍ | 393/469 [00:36<00:07, 10.81it/s, v_num=9, loss/train=0.208, alignment/train=0.0818, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 84%|████████▍ | 393/469 [00:36<00:07, 10.81it/s, v_num=9, loss/train=0.177, alignment/train=0.0759, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 84%|████████▍ | 394/469 [00:36<00:06, 10.80it/s, v_num=9, loss/train=0.177, alignment/train=0.0759, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 84%|████████▍ | 394/469 [00:36<00:06, 10.80it/s, v_num=9, loss/train=0.182, alignment/train=0.0935, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 84%|████████▍ | 395/469 [00:36<00:06, 10.81it/s, v_num=9, loss/train=0.182, alignment/train=0.0935, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 84%|████████▍ | 395/469 [00:36<00:06, 10.81it/s, v_num=9, loss/train=0.182, alignment/train=0.0768, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 84%|████████▍ | 396/469 [00:36<00:06, 10.82it/s, v_num=9, loss/train=0.182, alignment/train=0.0768, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 84%|████████▍ | 396/469 [00:36<00:06, 10.82it/s, v_num=9, loss/train=0.204, alignment/train=0.0795, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 85%|████████▍ | 397/469 [00:36<00:06, 10.83it/s, v_num=9, loss/train=0.204, alignment/train=0.0795, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 85%|████████▍ | 397/469 [00:36<00:06, 10.83it/s, v_num=9, loss/train=0.208, alignment/train=0.0875, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 85%|████████▍ | 398/469 [00:36<00:06, 10.83it/s, v_num=9, loss/train=0.208, alignment/train=0.0875, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 85%|████████▍ | 398/469 [00:36<00:06, 10.83it/s, v_num=9, loss/train=0.199, alignment/train=0.0813, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 85%|████████▌ | 399/469 [00:36<00:06, 10.83it/s, v_num=9, loss/train=0.199, alignment/train=0.0813, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 85%|████████▌ | 399/469 [00:36<00:06, 10.83it/s, v_num=9, loss/train=0.208, alignment/train=0.0826, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 85%|████████▌ | 400/469 [00:36<00:06, 10.82it/s, v_num=9, loss/train=0.208, alignment/train=0.0826, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 85%|████████▌ | 400/469 [00:36<00:06, 10.82it/s, v_num=9, loss/train=0.222, alignment/train=0.0748, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 86%|████████▌ | 401/469 [00:37<00:06, 10.83it/s, v_num=9, loss/train=0.222, alignment/train=0.0748, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 86%|████████▌ | 401/469 [00:37<00:06, 10.83it/s, v_num=9, loss/train=0.195, alignment/train=0.0886, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 86%|████████▌ | 402/469 [00:37<00:06, 10.82it/s, v_num=9, loss/train=0.195, alignment/train=0.0886, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 86%|████████▌ | 402/469 [00:37<00:06, 10.82it/s, v_num=9, loss/train=0.241, alignment/train=0.0983, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 86%|████████▌ | 403/469 [00:37<00:06, 10.83it/s, v_num=9, loss/train=0.241, alignment/train=0.0983, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 86%|████████▌ | 403/469 [00:37<00:06, 10.83it/s, v_num=9, loss/train=0.228, alignment/train=0.0908, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 86%|████████▌ | 404/469 [00:37<00:06, 10.82it/s, v_num=9, loss/train=0.228, alignment/train=0.0908, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 86%|████████▌ | 404/469 [00:37<00:06, 10.82it/s, v_num=9, loss/train=0.199, alignment/train=0.0782, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 86%|████████▋ | 405/469 [00:37<00:05, 10.82it/s, v_num=9, loss/train=0.199, alignment/train=0.0782, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 86%|████████▋ | 405/469 [00:37<00:05, 10.82it/s, v_num=9, loss/train=0.170, alignment/train=0.0756, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 87%|████████▋ | 406/469 [00:37<00:05, 10.82it/s, v_num=9, loss/train=0.170, alignment/train=0.0756, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 87%|████████▋ | 406/469 [00:37<00:05, 10.82it/s, v_num=9, loss/train=0.224, alignment/train=0.096, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 87%|████████▋ | 407/469 [00:37<00:05, 10.83it/s, v_num=9, loss/train=0.224, alignment/train=0.096, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 87%|████████▋ | 407/469 [00:37<00:05, 10.83it/s, v_num=9, loss/train=0.189, alignment/train=0.0744, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 87%|████████▋ | 408/469 [00:37<00:05, 10.83it/s, v_num=9, loss/train=0.189, alignment/train=0.0744, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 87%|████████▋ | 408/469 [00:37<00:05, 10.83it/s, v_num=9, loss/train=0.220, alignment/train=0.0889, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 87%|████████▋ | 409/469 [00:37<00:05, 10.84it/s, v_num=9, loss/train=0.220, alignment/train=0.0889, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 87%|████████▋ | 409/469 [00:37<00:05, 10.84it/s, v_num=9, loss/train=0.193, alignment/train=0.0755, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 87%|████████▋ | 410/469 [00:37<00:05, 10.83it/s, v_num=9, loss/train=0.193, alignment/train=0.0755, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 87%|████████▋ | 410/469 [00:37<00:05, 10.83it/s, v_num=9, loss/train=0.183, alignment/train=0.0772, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 88%|████████▊ | 411/469 [00:37<00:05, 10.84it/s, v_num=9, loss/train=0.183, alignment/train=0.0772, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 88%|████████▊ | 411/469 [00:37<00:05, 10.84it/s, v_num=9, loss/train=0.187, alignment/train=0.0702, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 88%|████████▊ | 412/469 [00:38<00:05, 10.84it/s, v_num=9, loss/train=0.187, alignment/train=0.0702, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 88%|████████▊ | 412/469 [00:38<00:05, 10.83it/s, v_num=9, loss/train=0.160, alignment/train=0.0802, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 88%|████████▊ | 413/469 [00:38<00:05, 10.84it/s, v_num=9, loss/train=0.160, alignment/train=0.0802, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 88%|████████▊ | 413/469 [00:38<00:05, 10.84it/s, v_num=9, loss/train=0.182, alignment/train=0.0961, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 88%|████████▊ | 414/469 [00:38<00:05, 10.84it/s, v_num=9, loss/train=0.182, alignment/train=0.0961, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 88%|████████▊ | 414/469 [00:38<00:05, 10.84it/s, v_num=9, loss/train=0.213, alignment/train=0.0791, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 88%|████████▊ | 415/469 [00:38<00:04, 10.84it/s, v_num=9, loss/train=0.213, alignment/train=0.0791, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 88%|████████▊ | 415/469 [00:38<00:04, 10.84it/s, v_num=9, loss/train=0.152, alignment/train=0.0724, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 89%|████████▊ | 416/469 [00:38<00:04, 10.85it/s, v_num=9, loss/train=0.152, alignment/train=0.0724, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 89%|████████▊ | 416/469 [00:38<00:04, 10.85it/s, v_num=9, loss/train=0.190, alignment/train=0.0772, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 89%|████████▉ | 417/469 [00:38<00:04, 10.83it/s, v_num=9, loss/train=0.190, alignment/train=0.0772, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 89%|████████▉ | 417/469 [00:38<00:04, 10.83it/s, v_num=9, loss/train=0.171, alignment/train=0.0687, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 89%|████████▉ | 418/469 [00:38<00:04, 10.83it/s, v_num=9, loss/train=0.171, alignment/train=0.0687, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 89%|████████▉ | 418/469 [00:38<00:04, 10.83it/s, v_num=9, loss/train=0.168, alignment/train=0.0789, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 89%|████████▉ | 419/469 [00:38<00:04, 10.84it/s, v_num=9, loss/train=0.168, alignment/train=0.0789, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 89%|████████▉ | 419/469 [00:38<00:04, 10.84it/s, v_num=9, loss/train=0.169, alignment/train=0.0726, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 90%|████████▉ | 420/469 [00:38<00:04, 10.85it/s, v_num=9, loss/train=0.169, alignment/train=0.0726, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 90%|████████▉ | 420/469 [00:38<00:04, 10.85it/s, v_num=9, loss/train=0.181, alignment/train=0.0796, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 90%|████████▉ | 421/469 [00:38<00:04, 10.84it/s, v_num=9, loss/train=0.181, alignment/train=0.0796, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 90%|████████▉ | 421/469 [00:38<00:04, 10.84it/s, v_num=9, loss/train=0.174, alignment/train=0.0747, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 90%|████████▉ | 422/469 [00:38<00:04, 10.84it/s, v_num=9, loss/train=0.174, alignment/train=0.0747, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 90%|████████▉ | 422/469 [00:38<00:04, 10.84it/s, v_num=9, loss/train=0.175, alignment/train=0.0809, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 90%|█████████ | 423/469 [00:39<00:04, 10.85it/s, v_num=9, loss/train=0.175, alignment/train=0.0809, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 90%|█████████ | 423/469 [00:39<00:04, 10.85it/s, v_num=9, loss/train=0.191, alignment/train=0.0818, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 90%|█████████ | 424/469 [00:39<00:04, 10.86it/s, v_num=9, loss/train=0.191, alignment/train=0.0818, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 90%|█████████ | 424/469 [00:39<00:04, 10.85it/s, v_num=9, loss/train=0.180, alignment/train=0.0827, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 91%|█████████ | 425/469 [00:39<00:04, 10.85it/s, v_num=9, loss/train=0.180, alignment/train=0.0827, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 91%|█████████ | 425/469 [00:39<00:04, 10.85it/s, v_num=9, loss/train=0.175, alignment/train=0.088, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 91%|█████████ | 426/469 [00:39<00:03, 10.86it/s, v_num=9, loss/train=0.175, alignment/train=0.088, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 91%|█████████ | 426/469 [00:39<00:03, 10.86it/s, v_num=9, loss/train=0.171, alignment/train=0.0717, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 91%|█████████ | 427/469 [00:39<00:03, 10.86it/s, v_num=9, loss/train=0.171, alignment/train=0.0717, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 91%|█████████ | 427/469 [00:39<00:03, 10.86it/s, v_num=9, loss/train=0.177, alignment/train=0.0818, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 91%|█████████▏| 428/469 [00:39<00:03, 10.86it/s, v_num=9, loss/train=0.177, alignment/train=0.0818, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 91%|█████████▏| 428/469 [00:39<00:03, 10.86it/s, v_num=9, loss/train=0.220, alignment/train=0.0787, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 91%|█████████▏| 429/469 [00:39<00:03, 10.87it/s, v_num=9, loss/train=0.220, alignment/train=0.0787, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 91%|█████████▏| 429/469 [00:39<00:03, 10.87it/s, v_num=9, loss/train=0.174, alignment/train=0.0763, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 92%|█████████▏| 430/469 [00:39<00:03, 10.87it/s, v_num=9, loss/train=0.174, alignment/train=0.0763, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 92%|█████████▏| 430/469 [00:39<00:03, 10.87it/s, v_num=9, loss/train=0.200, alignment/train=0.0754, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 92%|█████████▏| 431/469 [00:39<00:03, 10.87it/s, v_num=9, loss/train=0.200, alignment/train=0.0754, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 92%|█████████▏| 431/469 [00:39<00:03, 10.87it/s, v_num=9, loss/train=0.190, alignment/train=0.0876, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 92%|█████████▏| 432/469 [00:39<00:03, 10.86it/s, v_num=9, loss/train=0.190, alignment/train=0.0876, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 92%|█████████▏| 432/469 [00:39<00:03, 10.86it/s, v_num=9, loss/train=0.188, alignment/train=0.0879, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 92%|█████████▏| 433/469 [00:39<00:03, 10.85it/s, v_num=9, loss/train=0.188, alignment/train=0.0879, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 92%|█████████▏| 433/469 [00:39<00:03, 10.84it/s, v_num=9, loss/train=0.184, alignment/train=0.087, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 93%|█████████▎| 434/469 [00:39<00:03, 10.85it/s, v_num=9, loss/train=0.184, alignment/train=0.087, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 93%|█████████▎| 434/469 [00:39<00:03, 10.85it/s, v_num=9, loss/train=0.197, alignment/train=0.0852, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 93%|█████████▎| 435/469 [00:40<00:03, 10.86it/s, v_num=9, loss/train=0.197, alignment/train=0.0852, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 93%|█████████▎| 435/469 [00:40<00:03, 10.86it/s, v_num=9, loss/train=0.193, alignment/train=0.080, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 93%|█████████▎| 436/469 [00:40<00:03, 10.87it/s, v_num=9, loss/train=0.193, alignment/train=0.080, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 93%|█████████▎| 436/469 [00:40<00:03, 10.87it/s, v_num=9, loss/train=0.233, alignment/train=0.0848, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 93%|█████████▎| 437/469 [00:40<00:02, 10.87it/s, v_num=9, loss/train=0.233, alignment/train=0.0848, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 93%|█████████▎| 437/469 [00:40<00:02, 10.87it/s, v_num=9, loss/train=0.216, alignment/train=0.0749, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 93%|█████████▎| 438/469 [00:40<00:02, 10.87it/s, v_num=9, loss/train=0.216, alignment/train=0.0749, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 93%|█████████▎| 438/469 [00:40<00:02, 10.87it/s, v_num=9, loss/train=0.192, alignment/train=0.0775, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 94%|█████████▎| 439/469 [00:40<00:02, 10.86it/s, v_num=9, loss/train=0.192, alignment/train=0.0775, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 94%|█████████▎| 439/469 [00:40<00:02, 10.86it/s, v_num=9, loss/train=0.197, alignment/train=0.0785, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 94%|█████████▍| 440/469 [00:40<00:02, 10.85it/s, v_num=9, loss/train=0.197, alignment/train=0.0785, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 94%|█████████▍| 440/469 [00:40<00:02, 10.85it/s, v_num=9, loss/train=0.188, alignment/train=0.095, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 94%|█████████▍| 441/469 [00:40<00:02, 10.85it/s, v_num=9, loss/train=0.188, alignment/train=0.095, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 94%|█████████▍| 441/469 [00:40<00:02, 10.85it/s, v_num=9, loss/train=0.195, alignment/train=0.0888, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 94%|█████████▍| 442/469 [00:40<00:02, 10.86it/s, v_num=9, loss/train=0.195, alignment/train=0.0888, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 94%|█████████▍| 442/469 [00:40<00:02, 10.86it/s, v_num=9, loss/train=0.188, alignment/train=0.0807, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 94%|█████████▍| 443/469 [00:40<00:02, 10.87it/s, v_num=9, loss/train=0.188, alignment/train=0.0807, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 94%|█████████▍| 443/469 [00:40<00:02, 10.87it/s, v_num=9, loss/train=0.193, alignment/train=0.0838, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 95%|█████████▍| 444/469 [00:40<00:02, 10.87it/s, v_num=9, loss/train=0.193, alignment/train=0.0838, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 95%|█████████▍| 444/469 [00:40<00:02, 10.87it/s, v_num=9, loss/train=0.195, alignment/train=0.0801, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 95%|█████████▍| 445/469 [00:40<00:02, 10.87it/s, v_num=9, loss/train=0.195, alignment/train=0.0801, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 95%|█████████▍| 445/469 [00:40<00:02, 10.87it/s, v_num=9, loss/train=0.159, alignment/train=0.0675, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 95%|█████████▌| 446/469 [00:41<00:02, 10.86it/s, v_num=9, loss/train=0.159, alignment/train=0.0675, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 95%|█████████▌| 446/469 [00:41<00:02, 10.86it/s, v_num=9, loss/train=0.183, alignment/train=0.074, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 95%|█████████▌| 447/469 [00:41<00:02, 10.87it/s, v_num=9, loss/train=0.183, alignment/train=0.074, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 95%|█████████▌| 447/469 [00:41<00:02, 10.87it/s, v_num=9, loss/train=0.198, alignment/train=0.0738, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 96%|█████████▌| 448/469 [00:41<00:01, 10.87it/s, v_num=9, loss/train=0.198, alignment/train=0.0738, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 96%|█████████▌| 448/469 [00:41<00:01, 10.87it/s, v_num=9, loss/train=0.220, alignment/train=0.0945, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 96%|█████████▌| 449/469 [00:41<00:01, 10.87it/s, v_num=9, loss/train=0.220, alignment/train=0.0945, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 96%|█████████▌| 449/469 [00:41<00:01, 10.87it/s, v_num=9, loss/train=0.178, alignment/train=0.0852, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 96%|█████████▌| 450/469 [00:41<00:01, 10.88it/s, v_num=9, loss/train=0.178, alignment/train=0.0852, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 96%|█████████▌| 450/469 [00:41<00:01, 10.88it/s, v_num=9, loss/train=0.199, alignment/train=0.0929, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 96%|█████████▌| 451/469 [00:41<00:01, 10.89it/s, v_num=9, loss/train=0.199, alignment/train=0.0929, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 96%|█████████▌| 451/469 [00:41<00:01, 10.89it/s, v_num=9, loss/train=0.158, alignment/train=0.0777, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 96%|█████████▋| 452/469 [00:41<00:01, 10.90it/s, v_num=9, loss/train=0.158, alignment/train=0.0777, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 96%|█████████▋| 452/469 [00:41<00:01, 10.90it/s, v_num=9, loss/train=0.173, alignment/train=0.0833, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 97%|█████████▋| 453/469 [00:41<00:01, 10.92it/s, v_num=9, loss/train=0.173, alignment/train=0.0833, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 97%|█████████▋| 453/469 [00:41<00:01, 10.91it/s, v_num=9, loss/train=0.274, alignment/train=0.112, uniformity/train=-3.54, contrastive_acc/train=0.973, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 97%|█████████▋| 454/469 [00:41<00:01, 10.93it/s, v_num=9, loss/train=0.274, alignment/train=0.112, uniformity/train=-3.54, contrastive_acc/train=0.973, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 97%|█████████▋| 454/469 [00:41<00:01, 10.93it/s, v_num=9, loss/train=0.191, alignment/train=0.0696, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 97%|█████████▋| 455/469 [00:41<00:01, 10.94it/s, v_num=9, loss/train=0.191, alignment/train=0.0696, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 97%|█████████▋| 455/469 [00:41<00:01, 10.94it/s, v_num=9, loss/train=0.232, alignment/train=0.0857, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 97%|█████████▋| 456/469 [00:41<00:01, 10.96it/s, v_num=9, loss/train=0.232, alignment/train=0.0857, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 97%|█████████▋| 456/469 [00:41<00:01, 10.96it/s, v_num=9, loss/train=0.202, alignment/train=0.0815, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 97%|█████████▋| 457/469 [00:41<00:01, 10.97it/s, v_num=9, loss/train=0.202, alignment/train=0.0815, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 97%|█████████▋| 457/469 [00:41<00:01, 10.97it/s, v_num=9, loss/train=0.205, alignment/train=0.0944, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 98%|█████████▊| 458/469 [00:41<00:01, 10.99it/s, v_num=9, loss/train=0.205, alignment/train=0.0944, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 98%|█████████▊| 458/469 [00:41<00:01, 10.99it/s, v_num=9, loss/train=0.188, alignment/train=0.0856, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 98%|█████████▊| 459/469 [00:41<00:00, 11.00it/s, v_num=9, loss/train=0.188, alignment/train=0.0856, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 98%|█████████▊| 459/469 [00:41<00:00, 11.00it/s, v_num=9, loss/train=0.154, alignment/train=0.0701, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 98%|█████████▊| 460/469 [00:41<00:00, 11.02it/s, v_num=9, loss/train=0.154, alignment/train=0.0701, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 98%|█████████▊| 460/469 [00:41<00:00, 11.02it/s, v_num=9, loss/train=0.207, alignment/train=0.076, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 98%|█████████▊| 461/469 [00:41<00:00, 11.03it/s, v_num=9, loss/train=0.207, alignment/train=0.076, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 98%|█████████▊| 461/469 [00:41<00:00, 11.03it/s, v_num=9, loss/train=0.222, alignment/train=0.0923, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 99%|█████████▊| 462/469 [00:41<00:00, 11.05it/s, v_num=9, loss/train=0.222, alignment/train=0.0923, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 99%|█████████▊| 462/469 [00:41<00:00, 11.04it/s, v_num=9, loss/train=0.197, alignment/train=0.0847, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 99%|█████████▊| 463/469 [00:41<00:00, 11.06it/s, v_num=9, loss/train=0.197, alignment/train=0.0847, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 99%|█████████▊| 463/469 [00:41<00:00, 11.06it/s, v_num=9, loss/train=0.186, alignment/train=0.0759, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 99%|█████████▉| 464/469 [00:41<00:00, 11.07it/s, v_num=9, loss/train=0.186, alignment/train=0.0759, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 99%|█████████▉| 464/469 [00:41<00:00, 11.07it/s, v_num=9, loss/train=0.169, alignment/train=0.0842, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 99%|█████████▉| 465/469 [00:41<00:00, 11.09it/s, v_num=9, loss/train=0.169, alignment/train=0.0842, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 99%|█████████▉| 465/469 [00:41<00:00, 11.09it/s, v_num=9, loss/train=0.204, alignment/train=0.0852, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 99%|█████████▉| 466/469 [00:41<00:00, 11.10it/s, v_num=9, loss/train=0.204, alignment/train=0.0852, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 99%|█████████▉| 466/469 [00:41<00:00, 11.10it/s, v_num=9, loss/train=0.173, alignment/train=0.0758, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 100%|█████████▉| 467/469 [00:42<00:00, 11.12it/s, v_num=9, loss/train=0.173, alignment/train=0.0758, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 100%|█████████▉| 467/469 [00:42<00:00, 11.12it/s, v_num=9, loss/train=0.179, alignment/train=0.0859, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 100%|█████████▉| 468/469 [00:42<00:00, 11.13it/s, v_num=9, loss/train=0.179, alignment/train=0.0859, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 100%|█████████▉| 468/469 [00:42<00:00, 11.13it/s, v_num=9, loss/train=0.197, alignment/train=0.0831, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 100%|██████████| 469/469 [00:42<00:00, 11.14it/s, v_num=9, loss/train=0.197, alignment/train=0.0831, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 100%|██████████| 469/469 [00:42<00:00, 11.14it/s, v_num=9, loss/train=0.137, alignment/train=0.0765, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
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Epoch 15: 100%|██████████| 469/469 [00:49<00:00, 9.55it/s, v_num=9, loss/train=0.137, alignment/train=0.0765, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 15: 100%|██████████| 469/469 [00:49<00:00, 9.55it/s, v_num=9, loss/train=0.137, alignment/train=0.0765, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 15: 0%| | 0/469 [00:00<?, ?it/s, v_num=9, loss/train=0.137, alignment/train=0.0765, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 0%| | 0/469 [00:00<?, ?it/s, v_num=9, loss/train=0.137, alignment/train=0.0765, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 0%| | 1/469 [00:01<10:28, 0.74it/s, v_num=9, loss/train=0.137, alignment/train=0.0765, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 0%| | 1/469 [00:01<10:29, 0.74it/s, v_num=9, loss/train=0.194, alignment/train=0.0814, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 0%| | 2/469 [00:01<06:19, 1.23it/s, v_num=9, loss/train=0.194, alignment/train=0.0814, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 0%| | 2/469 [00:01<06:20, 1.23it/s, v_num=9, loss/train=0.180, alignment/train=0.0749, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 1%| | 3/469 [00:01<04:44, 1.64it/s, v_num=9, loss/train=0.180, alignment/train=0.0749, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 1%| | 3/469 [00:01<04:44, 1.64it/s, v_num=9, loss/train=0.196, alignment/train=0.0803, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 1%| | 4/469 [00:01<03:39, 2.12it/s, v_num=9, loss/train=0.196, alignment/train=0.0803, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 1%| | 4/469 [00:01<03:39, 2.12it/s, v_num=9, loss/train=0.165, alignment/train=0.0808, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 1%| | 5/469 [00:01<03:02, 2.55it/s, v_num=9, loss/train=0.165, alignment/train=0.0808, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 1%| | 5/469 [00:01<03:02, 2.55it/s, v_num=9, loss/train=0.182, alignment/train=0.085, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 1%|▏ | 6/469 [00:02<02:36, 2.97it/s, v_num=9, loss/train=0.182, alignment/train=0.085, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 1%|▏ | 6/469 [00:02<02:36, 2.97it/s, v_num=9, loss/train=0.201, alignment/train=0.0836, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 1%|▏ | 7/469 [00:02<02:20, 3.29it/s, v_num=9, loss/train=0.201, alignment/train=0.0836, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 1%|▏ | 7/469 [00:02<02:20, 3.29it/s, v_num=9, loss/train=0.196, alignment/train=0.083, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 2%|▏ | 8/469 [00:02<02:11, 3.51it/s, v_num=9, loss/train=0.196, alignment/train=0.083, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 2%|▏ | 8/469 [00:02<02:11, 3.51it/s, v_num=9, loss/train=0.193, alignment/train=0.086, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 2%|▏ | 9/469 [00:02<02:00, 3.82it/s, v_num=9, loss/train=0.193, alignment/train=0.086, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 2%|▏ | 9/469 [00:02<02:00, 3.82it/s, v_num=9, loss/train=0.201, alignment/train=0.0838, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 2%|▏ | 10/469 [00:02<01:50, 4.14it/s, v_num=9, loss/train=0.201, alignment/train=0.0838, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 2%|▏ | 10/469 [00:02<01:50, 4.14it/s, v_num=9, loss/train=0.225, alignment/train=0.071, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 2%|▏ | 11/469 [00:02<01:44, 4.37it/s, v_num=9, loss/train=0.225, alignment/train=0.071, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 2%|▏ | 11/469 [00:02<01:44, 4.37it/s, v_num=9, loss/train=0.189, alignment/train=0.0853, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 3%|▎ | 12/469 [00:02<01:39, 4.57it/s, v_num=9, loss/train=0.189, alignment/train=0.0853, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 3%|▎ | 12/469 [00:02<01:39, 4.57it/s, v_num=9, loss/train=0.175, alignment/train=0.0785, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 3%|▎ | 13/469 [00:02<01:35, 4.77it/s, v_num=9, loss/train=0.175, alignment/train=0.0785, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 3%|▎ | 13/469 [00:02<01:35, 4.77it/s, v_num=9, loss/train=0.187, alignment/train=0.088, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 3%|▎ | 14/469 [00:02<01:30, 5.04it/s, v_num=9, loss/train=0.187, alignment/train=0.088, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 3%|▎ | 14/469 [00:02<01:30, 5.04it/s, v_num=9, loss/train=0.188, alignment/train=0.078, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 3%|▎ | 15/469 [00:02<01:26, 5.26it/s, v_num=9, loss/train=0.188, alignment/train=0.078, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 3%|▎ | 15/469 [00:02<01:26, 5.26it/s, v_num=9, loss/train=0.190, alignment/train=0.0887, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 3%|▎ | 16/469 [00:02<01:22, 5.50it/s, v_num=9, loss/train=0.190, alignment/train=0.0887, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 3%|▎ | 16/469 [00:02<01:22, 5.50it/s, v_num=9, loss/train=0.180, alignment/train=0.0785, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 4%|▎ | 17/469 [00:02<01:18, 5.73it/s, v_num=9, loss/train=0.180, alignment/train=0.0785, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 4%|▎ | 17/469 [00:02<01:18, 5.73it/s, v_num=9, loss/train=0.197, alignment/train=0.074, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 4%|▍ | 18/469 [00:03<01:17, 5.86it/s, v_num=9, loss/train=0.197, alignment/train=0.074, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 4%|▍ | 18/469 [00:03<01:17, 5.86it/s, v_num=9, loss/train=0.187, alignment/train=0.0793, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 4%|▍ | 19/469 [00:03<01:17, 5.81it/s, v_num=9, loss/train=0.187, alignment/train=0.0793, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 4%|▍ | 19/469 [00:03<01:17, 5.80it/s, v_num=9, loss/train=0.204, alignment/train=0.0962, uniformity/train=-3.54, contrastive_acc/train=0.984, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 4%|▍ | 20/469 [00:03<01:14, 6.01it/s, v_num=9, loss/train=0.204, alignment/train=0.0962, uniformity/train=-3.54, contrastive_acc/train=0.984, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 4%|▍ | 20/469 [00:03<01:14, 6.01it/s, v_num=9, loss/train=0.170, alignment/train=0.0766, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 4%|▍ | 21/469 [00:03<01:12, 6.15it/s, v_num=9, loss/train=0.170, alignment/train=0.0766, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 4%|▍ | 21/469 [00:03<01:12, 6.15it/s, v_num=9, loss/train=0.170, alignment/train=0.077, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 5%|▍ | 22/469 [00:03<01:11, 6.25it/s, v_num=9, loss/train=0.170, alignment/train=0.077, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 5%|▍ | 22/469 [00:03<01:11, 6.25it/s, v_num=9, loss/train=0.169, alignment/train=0.0855, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 5%|▍ | 23/469 [00:03<01:10, 6.34it/s, v_num=9, loss/train=0.169, alignment/train=0.0855, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 5%|▍ | 23/469 [00:03<01:10, 6.34it/s, v_num=9, loss/train=0.224, alignment/train=0.0938, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 5%|▌ | 24/469 [00:03<01:08, 6.49it/s, v_num=9, loss/train=0.224, alignment/train=0.0938, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 5%|▌ | 24/469 [00:03<01:08, 6.49it/s, v_num=9, loss/train=0.187, alignment/train=0.0933, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 5%|▌ | 25/469 [00:03<01:07, 6.61it/s, v_num=9, loss/train=0.187, alignment/train=0.0933, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 5%|▌ | 25/469 [00:03<01:07, 6.61it/s, v_num=9, loss/train=0.173, alignment/train=0.0786, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 6%|▌ | 26/469 [00:03<01:06, 6.70it/s, v_num=9, loss/train=0.173, alignment/train=0.0786, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 6%|▌ | 26/469 [00:03<01:06, 6.70it/s, v_num=9, loss/train=0.198, alignment/train=0.0802, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 6%|▌ | 27/469 [00:03<01:04, 6.86it/s, v_num=9, loss/train=0.198, alignment/train=0.0802, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 6%|▌ | 27/469 [00:03<01:04, 6.86it/s, v_num=9, loss/train=0.191, alignment/train=0.0816, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 6%|▌ | 28/469 [00:03<01:02, 7.00it/s, v_num=9, loss/train=0.191, alignment/train=0.0816, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 6%|▌ | 28/469 [00:03<01:02, 7.00it/s, v_num=9, loss/train=0.196, alignment/train=0.0797, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 6%|▌ | 29/469 [00:04<01:02, 7.03it/s, v_num=9, loss/train=0.196, alignment/train=0.0797, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 6%|▌ | 29/469 [00:04<01:02, 7.03it/s, v_num=9, loss/train=0.198, alignment/train=0.0721, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 6%|▋ | 30/469 [00:04<01:01, 7.13it/s, v_num=9, loss/train=0.198, alignment/train=0.0721, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 6%|▋ | 30/469 [00:04<01:01, 7.13it/s, v_num=9, loss/train=0.247, alignment/train=0.094, uniformity/train=-3.51, contrastive_acc/train=0.980, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 7%|▋ | 31/469 [00:04<01:00, 7.27it/s, v_num=9, loss/train=0.247, alignment/train=0.094, uniformity/train=-3.51, contrastive_acc/train=0.980, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 7%|▋ | 31/469 [00:04<01:00, 7.27it/s, v_num=9, loss/train=0.192, alignment/train=0.0789, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 7%|▋ | 32/469 [00:04<01:00, 7.23it/s, v_num=9, loss/train=0.192, alignment/train=0.0789, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 7%|▋ | 32/469 [00:04<01:00, 7.23it/s, v_num=9, loss/train=0.186, alignment/train=0.0837, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 7%|▋ | 33/469 [00:04<00:59, 7.31it/s, v_num=9, loss/train=0.186, alignment/train=0.0837, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 7%|▋ | 33/469 [00:04<00:59, 7.30it/s, v_num=9, loss/train=0.211, alignment/train=0.097, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 7%|▋ | 34/469 [00:04<00:58, 7.43it/s, v_num=9, loss/train=0.211, alignment/train=0.097, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 7%|▋ | 34/469 [00:04<00:58, 7.43it/s, v_num=9, loss/train=0.173, alignment/train=0.0829, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 7%|▋ | 35/469 [00:04<00:57, 7.56it/s, v_num=9, loss/train=0.173, alignment/train=0.0829, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 7%|▋ | 35/469 [00:04<00:57, 7.56it/s, v_num=9, loss/train=0.186, alignment/train=0.0909, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 8%|▊ | 36/469 [00:04<00:56, 7.60it/s, v_num=9, loss/train=0.186, alignment/train=0.0909, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 8%|▊ | 36/469 [00:04<00:56, 7.60it/s, v_num=9, loss/train=0.209, alignment/train=0.0858, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 8%|▊ | 37/469 [00:04<00:56, 7.63it/s, v_num=9, loss/train=0.209, alignment/train=0.0858, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 8%|▊ | 37/469 [00:04<00:56, 7.62it/s, v_num=9, loss/train=0.173, alignment/train=0.0747, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 8%|▊ | 38/469 [00:04<00:55, 7.73it/s, v_num=9, loss/train=0.173, alignment/train=0.0747, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 8%|▊ | 38/469 [00:04<00:55, 7.73it/s, v_num=9, loss/train=0.202, alignment/train=0.0785, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 8%|▊ | 39/469 [00:04<00:55, 7.81it/s, v_num=9, loss/train=0.202, alignment/train=0.0785, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 8%|▊ | 39/469 [00:04<00:55, 7.81it/s, v_num=9, loss/train=0.183, alignment/train=0.084, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 9%|▊ | 40/469 [00:05<00:54, 7.84it/s, v_num=9, loss/train=0.183, alignment/train=0.084, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 9%|▊ | 40/469 [00:05<00:54, 7.84it/s, v_num=9, loss/train=0.163, alignment/train=0.0797, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 9%|▊ | 41/469 [00:05<00:54, 7.90it/s, v_num=9, loss/train=0.163, alignment/train=0.0797, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 9%|▊ | 41/469 [00:05<00:54, 7.90it/s, v_num=9, loss/train=0.214, alignment/train=0.0749, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 9%|▉ | 42/469 [00:05<00:53, 7.93it/s, v_num=9, loss/train=0.214, alignment/train=0.0749, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 9%|▉ | 42/469 [00:05<00:53, 7.93it/s, v_num=9, loss/train=0.211, alignment/train=0.103, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 9%|▉ | 43/469 [00:05<00:53, 7.92it/s, v_num=9, loss/train=0.211, alignment/train=0.103, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 9%|▉ | 43/469 [00:05<00:53, 7.92it/s, v_num=9, loss/train=0.200, alignment/train=0.0778, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 9%|▉ | 44/469 [00:05<00:53, 8.01it/s, v_num=9, loss/train=0.200, alignment/train=0.0778, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 9%|▉ | 44/469 [00:05<00:53, 8.01it/s, v_num=9, loss/train=0.155, alignment/train=0.0829, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 10%|▉ | 45/469 [00:05<00:52, 8.08it/s, v_num=9, loss/train=0.155, alignment/train=0.0829, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 10%|▉ | 45/469 [00:05<00:52, 8.08it/s, v_num=9, loss/train=0.162, alignment/train=0.081, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 10%|▉ | 46/469 [00:05<00:51, 8.18it/s, v_num=9, loss/train=0.162, alignment/train=0.081, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 10%|▉ | 46/469 [00:05<00:51, 8.18it/s, v_num=9, loss/train=0.185, alignment/train=0.081, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 10%|█ | 47/469 [00:05<00:52, 8.11it/s, v_num=9, loss/train=0.185, alignment/train=0.081, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 10%|█ | 47/469 [00:05<00:52, 8.11it/s, v_num=9, loss/train=0.197, alignment/train=0.0792, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 10%|█ | 48/469 [00:05<00:51, 8.18it/s, v_num=9, loss/train=0.197, alignment/train=0.0792, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 10%|█ | 48/469 [00:05<00:51, 8.18it/s, v_num=9, loss/train=0.161, alignment/train=0.0684, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 10%|█ | 49/469 [00:05<00:50, 8.27it/s, v_num=9, loss/train=0.161, alignment/train=0.0684, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 10%|█ | 49/469 [00:05<00:50, 8.27it/s, v_num=9, loss/train=0.158, alignment/train=0.0747, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 11%|█ | 50/469 [00:06<00:50, 8.25it/s, v_num=9, loss/train=0.158, alignment/train=0.0747, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 11%|█ | 50/469 [00:06<00:50, 8.25it/s, v_num=9, loss/train=0.202, alignment/train=0.0822, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 11%|█ | 51/469 [00:06<00:50, 8.32it/s, v_num=9, loss/train=0.202, alignment/train=0.0822, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 11%|█ | 51/469 [00:06<00:50, 8.32it/s, v_num=9, loss/train=0.174, alignment/train=0.0844, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 11%|█ | 52/469 [00:06<00:49, 8.39it/s, v_num=9, loss/train=0.174, alignment/train=0.0844, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 11%|█ | 52/469 [00:06<00:49, 8.39it/s, v_num=9, loss/train=0.193, alignment/train=0.0836, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 11%|█▏ | 53/469 [00:06<00:49, 8.46it/s, v_num=9, loss/train=0.193, alignment/train=0.0836, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 11%|█▏ | 53/469 [00:06<00:49, 8.46it/s, v_num=9, loss/train=0.217, alignment/train=0.0871, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 12%|█▏ | 54/469 [00:06<00:48, 8.54it/s, v_num=9, loss/train=0.217, alignment/train=0.0871, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 12%|█▏ | 54/469 [00:06<00:48, 8.53it/s, v_num=9, loss/train=0.208, alignment/train=0.0848, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 12%|█▏ | 55/469 [00:06<00:48, 8.62it/s, v_num=9, loss/train=0.208, alignment/train=0.0848, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 12%|█▏ | 55/469 [00:06<00:48, 8.61it/s, v_num=9, loss/train=0.176, alignment/train=0.0846, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 12%|█▏ | 56/469 [00:06<00:47, 8.69it/s, v_num=9, loss/train=0.176, alignment/train=0.0846, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 12%|█▏ | 56/469 [00:06<00:47, 8.69it/s, v_num=9, loss/train=0.185, alignment/train=0.0743, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 12%|█▏ | 57/469 [00:06<00:48, 8.53it/s, v_num=9, loss/train=0.185, alignment/train=0.0743, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 12%|█▏ | 57/469 [00:06<00:48, 8.53it/s, v_num=9, loss/train=0.165, alignment/train=0.0863, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 12%|█▏ | 58/469 [00:06<00:48, 8.54it/s, v_num=9, loss/train=0.165, alignment/train=0.0863, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 12%|█▏ | 58/469 [00:06<00:48, 8.54it/s, v_num=9, loss/train=0.207, alignment/train=0.0884, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 13%|█▎ | 59/469 [00:06<00:47, 8.62it/s, v_num=9, loss/train=0.207, alignment/train=0.0884, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 13%|█▎ | 59/469 [00:06<00:47, 8.61it/s, v_num=9, loss/train=0.169, alignment/train=0.0643, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 13%|█▎ | 60/469 [00:06<00:47, 8.68it/s, v_num=9, loss/train=0.169, alignment/train=0.0643, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 13%|█▎ | 60/469 [00:06<00:47, 8.68it/s, v_num=9, loss/train=0.202, alignment/train=0.0745, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 13%|█▎ | 61/469 [00:07<00:47, 8.66it/s, v_num=9, loss/train=0.202, alignment/train=0.0745, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 13%|█▎ | 61/469 [00:07<00:47, 8.65it/s, v_num=9, loss/train=0.232, alignment/train=0.0835, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 13%|█▎ | 62/469 [00:07<00:46, 8.73it/s, v_num=9, loss/train=0.232, alignment/train=0.0835, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 13%|█▎ | 62/469 [00:07<00:46, 8.73it/s, v_num=9, loss/train=0.180, alignment/train=0.0778, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 13%|█▎ | 63/469 [00:07<00:46, 8.78it/s, v_num=9, loss/train=0.180, alignment/train=0.0778, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 13%|█▎ | 63/469 [00:07<00:46, 8.78it/s, v_num=9, loss/train=0.190, alignment/train=0.0882, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 14%|█▎ | 64/469 [00:07<00:45, 8.84it/s, v_num=9, loss/train=0.190, alignment/train=0.0882, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 14%|█▎ | 64/469 [00:07<00:45, 8.83it/s, v_num=9, loss/train=0.183, alignment/train=0.0841, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 14%|█▍ | 65/469 [00:07<00:45, 8.84it/s, v_num=9, loss/train=0.183, alignment/train=0.0841, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 14%|█▍ | 65/469 [00:07<00:45, 8.84it/s, v_num=9, loss/train=0.186, alignment/train=0.079, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 14%|█▍ | 66/469 [00:07<00:45, 8.90it/s, v_num=9, loss/train=0.186, alignment/train=0.079, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 14%|█▍ | 66/469 [00:07<00:45, 8.90it/s, v_num=9, loss/train=0.187, alignment/train=0.076, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 14%|█▍ | 67/469 [00:07<00:44, 8.97it/s, v_num=9, loss/train=0.187, alignment/train=0.076, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 14%|█▍ | 67/469 [00:07<00:44, 8.97it/s, v_num=9, loss/train=0.173, alignment/train=0.0815, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 14%|█▍ | 68/469 [00:07<00:44, 8.99it/s, v_num=9, loss/train=0.173, alignment/train=0.0815, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 14%|█▍ | 68/469 [00:07<00:44, 8.99it/s, v_num=9, loss/train=0.164, alignment/train=0.073, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 15%|█▍ | 69/469 [00:07<00:44, 8.99it/s, v_num=9, loss/train=0.164, alignment/train=0.073, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 15%|█▍ | 69/469 [00:07<00:44, 8.99it/s, v_num=9, loss/train=0.197, alignment/train=0.0738, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 15%|█▍ | 70/469 [00:07<00:44, 8.92it/s, v_num=9, loss/train=0.197, alignment/train=0.0738, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 15%|█▍ | 70/469 [00:07<00:44, 8.92it/s, v_num=9, loss/train=0.190, alignment/train=0.0829, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 15%|█▌ | 71/469 [00:07<00:44, 8.96it/s, v_num=9, loss/train=0.190, alignment/train=0.0829, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 15%|█▌ | 71/469 [00:07<00:44, 8.96it/s, v_num=9, loss/train=0.177, alignment/train=0.0872, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 15%|█▌ | 72/469 [00:08<00:44, 8.98it/s, v_num=9, loss/train=0.177, alignment/train=0.0872, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 15%|█▌ | 72/469 [00:08<00:44, 8.98it/s, v_num=9, loss/train=0.222, alignment/train=0.0863, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 16%|█▌ | 73/469 [00:08<00:43, 9.02it/s, v_num=9, loss/train=0.222, alignment/train=0.0863, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 16%|█▌ | 73/469 [00:08<00:43, 9.02it/s, v_num=9, loss/train=0.170, alignment/train=0.0794, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 16%|█▌ | 74/469 [00:08<00:43, 9.03it/s, v_num=9, loss/train=0.170, alignment/train=0.0794, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 16%|█▌ | 74/469 [00:08<00:43, 9.03it/s, v_num=9, loss/train=0.192, alignment/train=0.0816, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 16%|█▌ | 75/469 [00:08<00:43, 9.04it/s, v_num=9, loss/train=0.192, alignment/train=0.0816, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 16%|█▌ | 75/469 [00:08<00:43, 9.04it/s, v_num=9, loss/train=0.168, alignment/train=0.0728, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 16%|█▌ | 76/469 [00:08<00:43, 9.10it/s, v_num=9, loss/train=0.168, alignment/train=0.0728, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 16%|█▌ | 76/469 [00:08<00:43, 9.10it/s, v_num=9, loss/train=0.202, alignment/train=0.084, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 16%|█▋ | 77/469 [00:08<00:42, 9.15it/s, v_num=9, loss/train=0.202, alignment/train=0.084, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 16%|█▋ | 77/469 [00:08<00:42, 9.15it/s, v_num=9, loss/train=0.243, alignment/train=0.0985, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 17%|█▋ | 78/469 [00:08<00:42, 9.15it/s, v_num=9, loss/train=0.243, alignment/train=0.0985, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 17%|█▋ | 78/469 [00:08<00:42, 9.15it/s, v_num=9, loss/train=0.182, alignment/train=0.0883, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 17%|█▋ | 79/469 [00:08<00:42, 9.15it/s, v_num=9, loss/train=0.182, alignment/train=0.0883, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 17%|█▋ | 79/469 [00:08<00:42, 9.15it/s, v_num=9, loss/train=0.175, alignment/train=0.0756, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 17%|█▋ | 80/469 [00:08<00:42, 9.20it/s, v_num=9, loss/train=0.175, alignment/train=0.0756, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 17%|█▋ | 80/469 [00:08<00:42, 9.20it/s, v_num=9, loss/train=0.181, alignment/train=0.0936, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 17%|█▋ | 81/469 [00:08<00:41, 9.25it/s, v_num=9, loss/train=0.181, alignment/train=0.0936, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 17%|█▋ | 81/469 [00:08<00:41, 9.25it/s, v_num=9, loss/train=0.178, alignment/train=0.0803, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 17%|█▋ | 82/469 [00:08<00:41, 9.27it/s, v_num=9, loss/train=0.178, alignment/train=0.0803, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 17%|█▋ | 82/469 [00:08<00:41, 9.27it/s, v_num=9, loss/train=0.173, alignment/train=0.0806, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 18%|█▊ | 83/469 [00:08<00:41, 9.32it/s, v_num=9, loss/train=0.173, alignment/train=0.0806, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 18%|█▊ | 83/469 [00:08<00:41, 9.32it/s, v_num=9, loss/train=0.208, alignment/train=0.0831, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 18%|█▊ | 84/469 [00:09<00:41, 9.29it/s, v_num=9, loss/train=0.208, alignment/train=0.0831, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 18%|█▊ | 84/469 [00:09<00:41, 9.29it/s, v_num=9, loss/train=0.172, alignment/train=0.0816, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 18%|█▊ | 85/469 [00:09<00:41, 9.29it/s, v_num=9, loss/train=0.172, alignment/train=0.0816, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 18%|█▊ | 85/469 [00:09<00:41, 9.29it/s, v_num=9, loss/train=0.180, alignment/train=0.0778, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 18%|█▊ | 86/469 [00:09<00:41, 9.32it/s, v_num=9, loss/train=0.180, alignment/train=0.0778, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 18%|█▊ | 86/469 [00:09<00:41, 9.32it/s, v_num=9, loss/train=0.212, alignment/train=0.0742, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 19%|█▊ | 87/469 [00:09<00:40, 9.37it/s, v_num=9, loss/train=0.212, alignment/train=0.0742, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 19%|█▊ | 87/469 [00:09<00:40, 9.37it/s, v_num=9, loss/train=0.197, alignment/train=0.081, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 19%|█▉ | 88/469 [00:09<00:40, 9.37it/s, v_num=9, loss/train=0.197, alignment/train=0.081, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 19%|█▉ | 88/469 [00:09<00:40, 9.37it/s, v_num=9, loss/train=0.195, alignment/train=0.0892, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 19%|█▉ | 89/469 [00:09<00:40, 9.32it/s, v_num=9, loss/train=0.195, alignment/train=0.0892, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 19%|█▉ | 89/469 [00:09<00:40, 9.32it/s, v_num=9, loss/train=0.187, alignment/train=0.0748, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 19%|█▉ | 90/469 [00:09<00:40, 9.37it/s, v_num=9, loss/train=0.187, alignment/train=0.0748, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 19%|█▉ | 90/469 [00:09<00:40, 9.36it/s, v_num=9, loss/train=0.188, alignment/train=0.0781, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 19%|█▉ | 91/469 [00:09<00:40, 9.41it/s, v_num=9, loss/train=0.188, alignment/train=0.0781, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 19%|█▉ | 91/469 [00:09<00:40, 9.41it/s, v_num=9, loss/train=0.187, alignment/train=0.0883, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 20%|█▉ | 92/469 [00:09<00:39, 9.46it/s, v_num=9, loss/train=0.187, alignment/train=0.0883, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 20%|█▉ | 92/469 [00:09<00:39, 9.46it/s, v_num=9, loss/train=0.184, alignment/train=0.092, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 20%|█▉ | 93/469 [00:09<00:39, 9.47it/s, v_num=9, loss/train=0.184, alignment/train=0.092, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 20%|█▉ | 93/469 [00:09<00:39, 9.46it/s, v_num=9, loss/train=0.169, alignment/train=0.0794, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 20%|██ | 94/469 [00:09<00:39, 9.44it/s, v_num=9, loss/train=0.169, alignment/train=0.0794, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 20%|██ | 94/469 [00:09<00:39, 9.44it/s, v_num=9, loss/train=0.177, alignment/train=0.0856, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 20%|██ | 95/469 [00:10<00:39, 9.49it/s, v_num=9, loss/train=0.177, alignment/train=0.0856, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 20%|██ | 95/469 [00:10<00:39, 9.49it/s, v_num=9, loss/train=0.197, alignment/train=0.0862, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 20%|██ | 96/469 [00:10<00:39, 9.45it/s, v_num=9, loss/train=0.197, alignment/train=0.0862, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 20%|██ | 96/469 [00:10<00:39, 9.45it/s, v_num=9, loss/train=0.193, alignment/train=0.0892, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 21%|██ | 97/469 [00:10<00:39, 9.50it/s, v_num=9, loss/train=0.193, alignment/train=0.0892, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 21%|██ | 97/469 [00:10<00:39, 9.49it/s, v_num=9, loss/train=0.174, alignment/train=0.0815, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 21%|██ | 98/469 [00:10<00:39, 9.49it/s, v_num=9, loss/train=0.174, alignment/train=0.0815, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 21%|██ | 98/469 [00:10<00:39, 9.49it/s, v_num=9, loss/train=0.201, alignment/train=0.0789, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 21%|██ | 99/469 [00:10<00:38, 9.50it/s, v_num=9, loss/train=0.201, alignment/train=0.0789, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 21%|██ | 99/469 [00:10<00:38, 9.50it/s, v_num=9, loss/train=0.196, alignment/train=0.080, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 21%|██▏ | 100/469 [00:10<00:38, 9.54it/s, v_num=9, loss/train=0.196, alignment/train=0.080, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 21%|██▏ | 100/469 [00:10<00:38, 9.54it/s, v_num=9, loss/train=0.184, alignment/train=0.0966, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 22%|██▏ | 101/469 [00:10<00:38, 9.56it/s, v_num=9, loss/train=0.184, alignment/train=0.0966, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 22%|██▏ | 101/469 [00:10<00:38, 9.56it/s, v_num=9, loss/train=0.200, alignment/train=0.0895, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 22%|██▏ | 102/469 [00:10<00:38, 9.60it/s, v_num=9, loss/train=0.200, alignment/train=0.0895, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 22%|██▏ | 102/469 [00:10<00:38, 9.60it/s, v_num=9, loss/train=0.190, alignment/train=0.0758, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 22%|██▏ | 103/469 [00:10<00:38, 9.58it/s, v_num=9, loss/train=0.190, alignment/train=0.0758, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 22%|██▏ | 103/469 [00:10<00:38, 9.58it/s, v_num=9, loss/train=0.198, alignment/train=0.0796, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 22%|██▏ | 104/469 [00:10<00:37, 9.61it/s, v_num=9, loss/train=0.198, alignment/train=0.0796, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 22%|██▏ | 104/469 [00:10<00:37, 9.61it/s, v_num=9, loss/train=0.188, alignment/train=0.0702, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 22%|██▏ | 105/469 [00:10<00:37, 9.62it/s, v_num=9, loss/train=0.188, alignment/train=0.0702, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 22%|██▏ | 105/469 [00:10<00:37, 9.62it/s, v_num=9, loss/train=0.176, alignment/train=0.0823, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 23%|██▎ | 106/469 [00:10<00:37, 9.66it/s, v_num=9, loss/train=0.176, alignment/train=0.0823, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 23%|██▎ | 106/469 [00:10<00:37, 9.66it/s, v_num=9, loss/train=0.187, alignment/train=0.0885, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 23%|██▎ | 107/469 [00:11<00:37, 9.65it/s, v_num=9, loss/train=0.187, alignment/train=0.0885, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 23%|██▎ | 107/469 [00:11<00:37, 9.65it/s, v_num=9, loss/train=0.220, alignment/train=0.0881, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 23%|██▎ | 108/469 [00:11<00:37, 9.68it/s, v_num=9, loss/train=0.220, alignment/train=0.0881, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 23%|██▎ | 108/469 [00:11<00:37, 9.68it/s, v_num=9, loss/train=0.204, alignment/train=0.0907, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 23%|██▎ | 109/469 [00:11<00:37, 9.67it/s, v_num=9, loss/train=0.204, alignment/train=0.0907, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 23%|██▎ | 109/469 [00:11<00:37, 9.67it/s, v_num=9, loss/train=0.188, alignment/train=0.0748, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 23%|██▎ | 110/469 [00:11<00:37, 9.69it/s, v_num=9, loss/train=0.188, alignment/train=0.0748, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 23%|██▎ | 110/469 [00:11<00:37, 9.69it/s, v_num=9, loss/train=0.187, alignment/train=0.0746, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 24%|██▎ | 111/469 [00:11<00:36, 9.70it/s, v_num=9, loss/train=0.187, alignment/train=0.0746, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 24%|██▎ | 111/469 [00:11<00:36, 9.70it/s, v_num=9, loss/train=0.200, alignment/train=0.0732, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 24%|██▍ | 112/469 [00:11<00:36, 9.69it/s, v_num=9, loss/train=0.200, alignment/train=0.0732, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 24%|██▍ | 112/469 [00:11<00:36, 9.69it/s, v_num=9, loss/train=0.172, alignment/train=0.0861, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 24%|██▍ | 113/469 [00:11<00:36, 9.70it/s, v_num=9, loss/train=0.172, alignment/train=0.0861, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 24%|██▍ | 113/469 [00:11<00:36, 9.70it/s, v_num=9, loss/train=0.192, alignment/train=0.0798, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 24%|██▍ | 114/469 [00:11<00:36, 9.73it/s, v_num=9, loss/train=0.192, alignment/train=0.0798, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 24%|██▍ | 114/469 [00:11<00:36, 9.73it/s, v_num=9, loss/train=0.166, alignment/train=0.0814, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 25%|██▍ | 115/469 [00:11<00:36, 9.77it/s, v_num=9, loss/train=0.166, alignment/train=0.0814, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 25%|██▍ | 115/469 [00:11<00:36, 9.77it/s, v_num=9, loss/train=0.143, alignment/train=0.0688, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 25%|██▍ | 116/469 [00:11<00:36, 9.79it/s, v_num=9, loss/train=0.143, alignment/train=0.0688, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 25%|██▍ | 116/469 [00:11<00:36, 9.79it/s, v_num=9, loss/train=0.180, alignment/train=0.0897, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 25%|██▍ | 117/469 [00:11<00:36, 9.77it/s, v_num=9, loss/train=0.180, alignment/train=0.0897, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 25%|██▍ | 117/469 [00:11<00:36, 9.77it/s, v_num=9, loss/train=0.202, alignment/train=0.0877, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 25%|██▌ | 118/469 [00:12<00:35, 9.77it/s, v_num=9, loss/train=0.202, alignment/train=0.0877, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 25%|██▌ | 118/469 [00:12<00:35, 9.77it/s, v_num=9, loss/train=0.184, alignment/train=0.0827, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 25%|██▌ | 119/469 [00:12<00:35, 9.80it/s, v_num=9, loss/train=0.184, alignment/train=0.0827, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 25%|██▌ | 119/469 [00:12<00:35, 9.80it/s, v_num=9, loss/train=0.198, alignment/train=0.0704, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 26%|██▌ | 120/469 [00:12<00:35, 9.82it/s, v_num=9, loss/train=0.198, alignment/train=0.0704, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 26%|██▌ | 120/469 [00:12<00:35, 9.82it/s, v_num=9, loss/train=0.183, alignment/train=0.0877, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 26%|██▌ | 121/469 [00:12<00:35, 9.85it/s, v_num=9, loss/train=0.183, alignment/train=0.0877, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 26%|██▌ | 121/469 [00:12<00:35, 9.85it/s, v_num=9, loss/train=0.227, alignment/train=0.0919, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 26%|██▌ | 122/469 [00:12<00:35, 9.81it/s, v_num=9, loss/train=0.227, alignment/train=0.0919, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 26%|██▌ | 122/469 [00:12<00:35, 9.81it/s, v_num=9, loss/train=0.197, alignment/train=0.084, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 26%|██▌ | 123/469 [00:12<00:35, 9.84it/s, v_num=9, loss/train=0.197, alignment/train=0.084, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 26%|██▌ | 123/469 [00:12<00:35, 9.84it/s, v_num=9, loss/train=0.174, alignment/train=0.078, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 26%|██▋ | 124/469 [00:12<00:34, 9.88it/s, v_num=9, loss/train=0.174, alignment/train=0.078, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 26%|██▋ | 124/469 [00:12<00:34, 9.87it/s, v_num=9, loss/train=0.166, alignment/train=0.0737, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 27%|██▋ | 125/469 [00:12<00:34, 9.90it/s, v_num=9, loss/train=0.166, alignment/train=0.0737, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 27%|██▋ | 125/469 [00:12<00:34, 9.90it/s, v_num=9, loss/train=0.202, alignment/train=0.0791, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 27%|██▋ | 126/469 [00:12<00:34, 9.94it/s, v_num=9, loss/train=0.202, alignment/train=0.0791, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 27%|██▋ | 126/469 [00:12<00:34, 9.94it/s, v_num=9, loss/train=0.202, alignment/train=0.0867, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 27%|██▋ | 127/469 [00:12<00:34, 9.93it/s, v_num=9, loss/train=0.202, alignment/train=0.0867, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 27%|██▋ | 127/469 [00:12<00:34, 9.93it/s, v_num=9, loss/train=0.163, alignment/train=0.0685, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 27%|██▋ | 128/469 [00:12<00:34, 9.92it/s, v_num=9, loss/train=0.163, alignment/train=0.0685, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 27%|██▋ | 128/469 [00:12<00:34, 9.92it/s, v_num=9, loss/train=0.173, alignment/train=0.0813, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 28%|██▊ | 129/469 [00:12<00:34, 9.93it/s, v_num=9, loss/train=0.173, alignment/train=0.0813, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 28%|██▊ | 129/469 [00:12<00:34, 9.93it/s, v_num=9, loss/train=0.170, alignment/train=0.0893, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 28%|██▊ | 130/469 [00:13<00:34, 9.92it/s, v_num=9, loss/train=0.170, alignment/train=0.0893, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 28%|██▊ | 130/469 [00:13<00:34, 9.92it/s, v_num=9, loss/train=0.196, alignment/train=0.0869, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 28%|██▊ | 131/469 [00:13<00:33, 9.95it/s, v_num=9, loss/train=0.196, alignment/train=0.0869, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 28%|██▊ | 131/469 [00:13<00:33, 9.95it/s, v_num=9, loss/train=0.238, alignment/train=0.0954, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 28%|██▊ | 132/469 [00:13<00:33, 9.95it/s, v_num=9, loss/train=0.238, alignment/train=0.0954, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 28%|██▊ | 132/469 [00:13<00:33, 9.95it/s, v_num=9, loss/train=0.194, alignment/train=0.0746, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 28%|██▊ | 133/469 [00:13<00:33, 9.97it/s, v_num=9, loss/train=0.194, alignment/train=0.0746, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 28%|██▊ | 133/469 [00:13<00:33, 9.97it/s, v_num=9, loss/train=0.209, alignment/train=0.0857, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 29%|██▊ | 134/469 [00:13<00:33, 9.94it/s, v_num=9, loss/train=0.209, alignment/train=0.0857, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 29%|██▊ | 134/469 [00:13<00:33, 9.94it/s, v_num=9, loss/train=0.195, alignment/train=0.085, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 29%|██▉ | 135/469 [00:13<00:33, 9.94it/s, v_num=9, loss/train=0.195, alignment/train=0.085, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 29%|██▉ | 135/469 [00:13<00:33, 9.94it/s, v_num=9, loss/train=0.168, alignment/train=0.0823, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 29%|██▉ | 136/469 [00:13<00:33, 9.97it/s, v_num=9, loss/train=0.168, alignment/train=0.0823, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 29%|██▉ | 136/469 [00:13<00:33, 9.97it/s, v_num=9, loss/train=0.170, alignment/train=0.0818, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 29%|██▉ | 137/469 [00:13<00:33, 10.00it/s, v_num=9, loss/train=0.170, alignment/train=0.0818, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 29%|██▉ | 137/469 [00:13<00:33, 10.00it/s, v_num=9, loss/train=0.215, alignment/train=0.0714, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 29%|██▉ | 138/469 [00:13<00:32, 10.04it/s, v_num=9, loss/train=0.215, alignment/train=0.0714, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 29%|██▉ | 138/469 [00:13<00:32, 10.04it/s, v_num=9, loss/train=0.196, alignment/train=0.0869, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 30%|██▉ | 139/469 [00:13<00:33, 9.98it/s, v_num=9, loss/train=0.196, alignment/train=0.0869, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 30%|██▉ | 139/469 [00:13<00:33, 9.98it/s, v_num=9, loss/train=0.233, alignment/train=0.0772, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 30%|██▉ | 140/469 [00:14<00:32, 9.97it/s, v_num=9, loss/train=0.233, alignment/train=0.0772, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 30%|██▉ | 140/469 [00:14<00:32, 9.97it/s, v_num=9, loss/train=0.179, alignment/train=0.0827, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 30%|███ | 141/469 [00:14<00:32, 10.00it/s, v_num=9, loss/train=0.179, alignment/train=0.0827, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 30%|███ | 141/469 [00:14<00:32, 10.00it/s, v_num=9, loss/train=0.187, alignment/train=0.0764, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 30%|███ | 142/469 [00:14<00:32, 10.03it/s, v_num=9, loss/train=0.187, alignment/train=0.0764, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 30%|███ | 142/469 [00:14<00:32, 10.03it/s, v_num=9, loss/train=0.200, alignment/train=0.0841, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 30%|███ | 143/469 [00:14<00:32, 10.03it/s, v_num=9, loss/train=0.200, alignment/train=0.0841, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 30%|███ | 143/469 [00:14<00:32, 10.02it/s, v_num=9, loss/train=0.180, alignment/train=0.0662, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 31%|███ | 144/469 [00:14<00:32, 10.03it/s, v_num=9, loss/train=0.180, alignment/train=0.0662, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 31%|███ | 144/469 [00:14<00:32, 10.03it/s, v_num=9, loss/train=0.193, alignment/train=0.0817, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 31%|███ | 145/469 [00:14<00:32, 10.04it/s, v_num=9, loss/train=0.193, alignment/train=0.0817, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 31%|███ | 145/469 [00:14<00:32, 10.04it/s, v_num=9, loss/train=0.173, alignment/train=0.0793, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 31%|███ | 146/469 [00:14<00:32, 10.05it/s, v_num=9, loss/train=0.173, alignment/train=0.0793, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 31%|███ | 146/469 [00:14<00:32, 10.05it/s, v_num=9, loss/train=0.193, alignment/train=0.0789, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 31%|███▏ | 147/469 [00:14<00:32, 10.05it/s, v_num=9, loss/train=0.193, alignment/train=0.0789, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 31%|███▏ | 147/469 [00:14<00:32, 10.05it/s, v_num=9, loss/train=0.228, alignment/train=0.0761, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 32%|███▏ | 148/469 [00:14<00:31, 10.08it/s, v_num=9, loss/train=0.228, alignment/train=0.0761, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 32%|███▏ | 148/469 [00:14<00:31, 10.08it/s, v_num=9, loss/train=0.195, alignment/train=0.0679, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 32%|███▏ | 149/469 [00:14<00:31, 10.07it/s, v_num=9, loss/train=0.195, alignment/train=0.0679, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 32%|███▏ | 149/469 [00:14<00:31, 10.07it/s, v_num=9, loss/train=0.177, alignment/train=0.0872, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 32%|███▏ | 150/469 [00:14<00:31, 10.05it/s, v_num=9, loss/train=0.177, alignment/train=0.0872, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 32%|███▏ | 150/469 [00:14<00:31, 10.05it/s, v_num=9, loss/train=0.187, alignment/train=0.0801, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 32%|███▏ | 151/469 [00:14<00:31, 10.08it/s, v_num=9, loss/train=0.187, alignment/train=0.0801, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 32%|███▏ | 151/469 [00:14<00:31, 10.08it/s, v_num=9, loss/train=0.202, alignment/train=0.0821, uniformity/train=-3.55, contrastive_acc/train=0.984, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 32%|███▏ | 152/469 [00:15<00:31, 10.09it/s, v_num=9, loss/train=0.202, alignment/train=0.0821, uniformity/train=-3.55, contrastive_acc/train=0.984, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 32%|███▏ | 152/469 [00:15<00:31, 10.09it/s, v_num=9, loss/train=0.199, alignment/train=0.088, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 33%|███▎ | 153/469 [00:15<00:31, 10.12it/s, v_num=9, loss/train=0.199, alignment/train=0.088, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 33%|███▎ | 153/469 [00:15<00:31, 10.12it/s, v_num=9, loss/train=0.183, alignment/train=0.0742, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 33%|███▎ | 154/469 [00:15<00:31, 10.09it/s, v_num=9, loss/train=0.183, alignment/train=0.0742, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 33%|███▎ | 154/469 [00:15<00:31, 10.09it/s, v_num=9, loss/train=0.173, alignment/train=0.0816, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 33%|███▎ | 155/469 [00:15<00:31, 10.09it/s, v_num=9, loss/train=0.173, alignment/train=0.0816, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 33%|███▎ | 155/469 [00:15<00:31, 10.09it/s, v_num=9, loss/train=0.165, alignment/train=0.0745, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 33%|███▎ | 156/469 [00:15<00:30, 10.12it/s, v_num=9, loss/train=0.165, alignment/train=0.0745, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 33%|███▎ | 156/469 [00:15<00:30, 10.12it/s, v_num=9, loss/train=0.184, alignment/train=0.0894, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 33%|███▎ | 157/469 [00:15<00:30, 10.14it/s, v_num=9, loss/train=0.184, alignment/train=0.0894, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 33%|███▎ | 157/469 [00:15<00:30, 10.14it/s, v_num=9, loss/train=0.180, alignment/train=0.0725, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 34%|███▎ | 158/469 [00:15<00:30, 10.15it/s, v_num=9, loss/train=0.180, alignment/train=0.0725, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 34%|███▎ | 158/469 [00:15<00:30, 10.15it/s, v_num=9, loss/train=0.167, alignment/train=0.0737, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 34%|███▍ | 159/469 [00:15<00:30, 10.18it/s, v_num=9, loss/train=0.167, alignment/train=0.0737, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 34%|███▍ | 159/469 [00:15<00:30, 10.18it/s, v_num=9, loss/train=0.173, alignment/train=0.0737, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 34%|███▍ | 160/469 [00:15<00:30, 10.20it/s, v_num=9, loss/train=0.173, alignment/train=0.0737, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 34%|███▍ | 160/469 [00:15<00:30, 10.20it/s, v_num=9, loss/train=0.204, alignment/train=0.0868, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 34%|███▍ | 161/469 [00:15<00:30, 10.22it/s, v_num=9, loss/train=0.204, alignment/train=0.0868, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 34%|███▍ | 161/469 [00:15<00:30, 10.22it/s, v_num=9, loss/train=0.199, alignment/train=0.0771, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 35%|███▍ | 162/469 [00:15<00:30, 10.17it/s, v_num=9, loss/train=0.199, alignment/train=0.0771, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 35%|███▍ | 162/469 [00:15<00:30, 10.17it/s, v_num=9, loss/train=0.175, alignment/train=0.0641, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 35%|███▍ | 163/469 [00:16<00:30, 10.18it/s, v_num=9, loss/train=0.175, alignment/train=0.0641, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 35%|███▍ | 163/469 [00:16<00:30, 10.18it/s, v_num=9, loss/train=0.195, alignment/train=0.0799, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 35%|███▍ | 164/469 [00:16<00:30, 10.16it/s, v_num=9, loss/train=0.195, alignment/train=0.0799, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 35%|███▍ | 164/469 [00:16<00:30, 10.16it/s, v_num=9, loss/train=0.191, alignment/train=0.0876, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 35%|███▌ | 165/469 [00:16<00:29, 10.15it/s, v_num=9, loss/train=0.191, alignment/train=0.0876, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 35%|███▌ | 165/469 [00:16<00:29, 10.15it/s, v_num=9, loss/train=0.214, alignment/train=0.0894, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 35%|███▌ | 166/469 [00:16<00:29, 10.17it/s, v_num=9, loss/train=0.214, alignment/train=0.0894, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 35%|███▌ | 166/469 [00:16<00:29, 10.17it/s, v_num=9, loss/train=0.179, alignment/train=0.0867, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 36%|███▌ | 167/469 [00:16<00:29, 10.18it/s, v_num=9, loss/train=0.179, alignment/train=0.0867, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 36%|███▌ | 167/469 [00:16<00:29, 10.18it/s, v_num=9, loss/train=0.212, alignment/train=0.084, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 36%|███▌ | 168/469 [00:16<00:29, 10.18it/s, v_num=9, loss/train=0.212, alignment/train=0.084, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 36%|███▌ | 168/469 [00:16<00:29, 10.18it/s, v_num=9, loss/train=0.181, alignment/train=0.083, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 36%|███▌ | 169/469 [00:16<00:29, 10.17it/s, v_num=9, loss/train=0.181, alignment/train=0.083, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 36%|███▌ | 169/469 [00:16<00:29, 10.17it/s, v_num=9, loss/train=0.211, alignment/train=0.0876, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 36%|███▌ | 170/469 [00:16<00:29, 10.19it/s, v_num=9, loss/train=0.211, alignment/train=0.0876, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 36%|███▌ | 170/469 [00:16<00:29, 10.19it/s, v_num=9, loss/train=0.178, alignment/train=0.0789, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 36%|███▋ | 171/469 [00:16<00:29, 10.22it/s, v_num=9, loss/train=0.178, alignment/train=0.0789, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 36%|███▋ | 171/469 [00:16<00:29, 10.21it/s, v_num=9, loss/train=0.217, alignment/train=0.0785, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 37%|███▋ | 172/469 [00:16<00:29, 10.24it/s, v_num=9, loss/train=0.217, alignment/train=0.0785, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 37%|███▋ | 172/469 [00:16<00:29, 10.24it/s, v_num=9, loss/train=0.174, alignment/train=0.0867, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 37%|███▋ | 173/469 [00:16<00:28, 10.25it/s, v_num=9, loss/train=0.174, alignment/train=0.0867, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 37%|███▋ | 173/469 [00:16<00:28, 10.25it/s, v_num=9, loss/train=0.177, alignment/train=0.0784, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 37%|███▋ | 174/469 [00:16<00:28, 10.27it/s, v_num=9, loss/train=0.177, alignment/train=0.0784, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 37%|███▋ | 174/469 [00:16<00:28, 10.27it/s, v_num=9, loss/train=0.183, alignment/train=0.0799, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 37%|███▋ | 175/469 [00:17<00:28, 10.24it/s, v_num=9, loss/train=0.183, alignment/train=0.0799, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 37%|███▋ | 175/469 [00:17<00:28, 10.24it/s, v_num=9, loss/train=0.177, alignment/train=0.0745, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 38%|███▊ | 176/469 [00:17<00:28, 10.24it/s, v_num=9, loss/train=0.177, alignment/train=0.0745, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 38%|███▊ | 176/469 [00:17<00:28, 10.24it/s, v_num=9, loss/train=0.170, alignment/train=0.0767, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 38%|███▊ | 177/469 [00:17<00:28, 10.24it/s, v_num=9, loss/train=0.170, alignment/train=0.0767, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 38%|███▊ | 177/469 [00:17<00:28, 10.24it/s, v_num=9, loss/train=0.202, alignment/train=0.0809, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 38%|███▊ | 178/469 [00:17<00:28, 10.24it/s, v_num=9, loss/train=0.202, alignment/train=0.0809, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 38%|███▊ | 178/469 [00:17<00:28, 10.24it/s, v_num=9, loss/train=0.202, alignment/train=0.0858, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 38%|███▊ | 179/469 [00:17<00:28, 10.26it/s, v_num=9, loss/train=0.202, alignment/train=0.0858, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 38%|███▊ | 179/469 [00:17<00:28, 10.26it/s, v_num=9, loss/train=0.180, alignment/train=0.0874, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 38%|███▊ | 180/469 [00:17<00:28, 10.27it/s, v_num=9, loss/train=0.180, alignment/train=0.0874, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 38%|███▊ | 180/469 [00:17<00:28, 10.27it/s, v_num=9, loss/train=0.176, alignment/train=0.0757, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 39%|███▊ | 181/469 [00:17<00:27, 10.30it/s, v_num=9, loss/train=0.176, alignment/train=0.0757, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 39%|███▊ | 181/469 [00:17<00:27, 10.30it/s, v_num=9, loss/train=0.184, alignment/train=0.0697, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 39%|███▉ | 182/469 [00:17<00:27, 10.31it/s, v_num=9, loss/train=0.184, alignment/train=0.0697, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 39%|███▉ | 182/469 [00:17<00:27, 10.31it/s, v_num=9, loss/train=0.185, alignment/train=0.0853, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 39%|███▉ | 183/469 [00:17<00:27, 10.28it/s, v_num=9, loss/train=0.185, alignment/train=0.0853, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 39%|███▉ | 183/469 [00:17<00:27, 10.28it/s, v_num=9, loss/train=0.192, alignment/train=0.0693, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 39%|███▉ | 184/469 [00:17<00:27, 10.30it/s, v_num=9, loss/train=0.192, alignment/train=0.0693, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 39%|███▉ | 184/469 [00:17<00:27, 10.30it/s, v_num=9, loss/train=0.179, alignment/train=0.0712, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 39%|███▉ | 185/469 [00:17<00:27, 10.32it/s, v_num=9, loss/train=0.179, alignment/train=0.0712, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 39%|███▉ | 185/469 [00:17<00:27, 10.32it/s, v_num=9, loss/train=0.187, alignment/train=0.0791, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 40%|███▉ | 186/469 [00:18<00:27, 10.27it/s, v_num=9, loss/train=0.187, alignment/train=0.0791, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 40%|███▉ | 186/469 [00:18<00:27, 10.27it/s, v_num=9, loss/train=0.185, alignment/train=0.0746, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 40%|███▉ | 187/469 [00:18<00:27, 10.27it/s, v_num=9, loss/train=0.185, alignment/train=0.0746, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 40%|███▉ | 187/469 [00:18<00:27, 10.27it/s, v_num=9, loss/train=0.200, alignment/train=0.0802, uniformity/train=-3.53, contrastive_acc/train=0.988, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 40%|████ | 188/469 [00:18<00:27, 10.29it/s, v_num=9, loss/train=0.200, alignment/train=0.0802, uniformity/train=-3.53, contrastive_acc/train=0.988, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 40%|████ | 188/469 [00:18<00:27, 10.29it/s, v_num=9, loss/train=0.198, alignment/train=0.0983, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 40%|████ | 189/469 [00:18<00:27, 10.29it/s, v_num=9, loss/train=0.198, alignment/train=0.0983, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 40%|████ | 189/469 [00:18<00:27, 10.29it/s, v_num=9, loss/train=0.189, alignment/train=0.0837, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 41%|████ | 190/469 [00:18<00:27, 10.30it/s, v_num=9, loss/train=0.189, alignment/train=0.0837, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 41%|████ | 190/469 [00:18<00:27, 10.30it/s, v_num=9, loss/train=0.199, alignment/train=0.0789, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 41%|████ | 191/469 [00:18<00:26, 10.32it/s, v_num=9, loss/train=0.199, alignment/train=0.0789, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 41%|████ | 191/469 [00:18<00:26, 10.32it/s, v_num=9, loss/train=0.190, alignment/train=0.0836, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 41%|████ | 192/469 [00:18<00:26, 10.34it/s, v_num=9, loss/train=0.190, alignment/train=0.0836, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 41%|████ | 192/469 [00:18<00:26, 10.34it/s, v_num=9, loss/train=0.194, alignment/train=0.0873, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 41%|████ | 193/469 [00:18<00:26, 10.32it/s, v_num=9, loss/train=0.194, alignment/train=0.0873, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 41%|████ | 193/469 [00:18<00:26, 10.32it/s, v_num=9, loss/train=0.186, alignment/train=0.072, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 41%|████▏ | 194/469 [00:18<00:26, 10.34it/s, v_num=9, loss/train=0.186, alignment/train=0.072, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 41%|████▏ | 194/469 [00:18<00:26, 10.34it/s, v_num=9, loss/train=0.195, alignment/train=0.0726, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 42%|████▏ | 195/469 [00:18<00:26, 10.35it/s, v_num=9, loss/train=0.195, alignment/train=0.0726, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 42%|████▏ | 195/469 [00:18<00:26, 10.34it/s, v_num=9, loss/train=0.173, alignment/train=0.078, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 42%|████▏ | 196/469 [00:18<00:26, 10.33it/s, v_num=9, loss/train=0.173, alignment/train=0.078, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 42%|████▏ | 196/469 [00:18<00:26, 10.33it/s, v_num=9, loss/train=0.184, alignment/train=0.0747, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 42%|████▏ | 197/469 [00:19<00:26, 10.34it/s, v_num=9, loss/train=0.184, alignment/train=0.0747, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 42%|████▏ | 197/469 [00:19<00:26, 10.34it/s, v_num=9, loss/train=0.213, alignment/train=0.0933, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 42%|████▏ | 198/469 [00:19<00:26, 10.35it/s, v_num=9, loss/train=0.213, alignment/train=0.0933, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 42%|████▏ | 198/469 [00:19<00:26, 10.34it/s, v_num=9, loss/train=0.204, alignment/train=0.0853, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 42%|████▏ | 199/469 [00:19<00:26, 10.35it/s, v_num=9, loss/train=0.204, alignment/train=0.0853, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 42%|████▏ | 199/469 [00:19<00:26, 10.35it/s, v_num=9, loss/train=0.180, alignment/train=0.0908, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 43%|████▎ | 200/469 [00:19<00:26, 10.33it/s, v_num=9, loss/train=0.180, alignment/train=0.0908, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 43%|████▎ | 200/469 [00:19<00:26, 10.33it/s, v_num=9, loss/train=0.198, alignment/train=0.0841, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 43%|████▎ | 201/469 [00:19<00:25, 10.35it/s, v_num=9, loss/train=0.198, alignment/train=0.0841, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 43%|████▎ | 201/469 [00:19<00:25, 10.35it/s, v_num=9, loss/train=0.163, alignment/train=0.0918, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 43%|████▎ | 202/469 [00:19<00:25, 10.37it/s, v_num=9, loss/train=0.163, alignment/train=0.0918, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 43%|████▎ | 202/469 [00:19<00:25, 10.37it/s, v_num=9, loss/train=0.207, alignment/train=0.0879, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 43%|████▎ | 203/469 [00:19<00:25, 10.38it/s, v_num=9, loss/train=0.207, alignment/train=0.0879, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 43%|████▎ | 203/469 [00:19<00:25, 10.38it/s, v_num=9, loss/train=0.213, alignment/train=0.0856, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 43%|████▎ | 204/469 [00:19<00:25, 10.40it/s, v_num=9, loss/train=0.213, alignment/train=0.0856, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 43%|████▎ | 204/469 [00:19<00:25, 10.40it/s, v_num=9, loss/train=0.151, alignment/train=0.0711, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 44%|████▎ | 205/469 [00:19<00:25, 10.40it/s, v_num=9, loss/train=0.151, alignment/train=0.0711, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 44%|████▎ | 205/469 [00:19<00:25, 10.40it/s, v_num=9, loss/train=0.179, alignment/train=0.0906, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 44%|████▍ | 206/469 [00:19<00:25, 10.38it/s, v_num=9, loss/train=0.179, alignment/train=0.0906, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 44%|████▍ | 206/469 [00:19<00:25, 10.38it/s, v_num=9, loss/train=0.171, alignment/train=0.077, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 44%|████▍ | 207/469 [00:19<00:25, 10.39it/s, v_num=9, loss/train=0.171, alignment/train=0.077, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 44%|████▍ | 207/469 [00:19<00:25, 10.39it/s, v_num=9, loss/train=0.202, alignment/train=0.0747, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 44%|████▍ | 208/469 [00:20<00:25, 10.39it/s, v_num=9, loss/train=0.202, alignment/train=0.0747, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 44%|████▍ | 208/469 [00:20<00:25, 10.39it/s, v_num=9, loss/train=0.175, alignment/train=0.076, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 45%|████▍ | 209/469 [00:20<00:24, 10.41it/s, v_num=9, loss/train=0.175, alignment/train=0.076, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 45%|████▍ | 209/469 [00:20<00:24, 10.41it/s, v_num=9, loss/train=0.198, alignment/train=0.0894, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 45%|████▍ | 210/469 [00:20<00:24, 10.43it/s, v_num=9, loss/train=0.198, alignment/train=0.0894, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 45%|████▍ | 210/469 [00:20<00:24, 10.43it/s, v_num=9, loss/train=0.207, alignment/train=0.0866, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 45%|████▍ | 211/469 [00:20<00:24, 10.43it/s, v_num=9, loss/train=0.207, alignment/train=0.0866, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 45%|████▍ | 211/469 [00:20<00:24, 10.43it/s, v_num=9, loss/train=0.201, alignment/train=0.0845, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 45%|████▌ | 212/469 [00:20<00:24, 10.42it/s, v_num=9, loss/train=0.201, alignment/train=0.0845, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 45%|████▌ | 212/469 [00:20<00:24, 10.42it/s, v_num=9, loss/train=0.151, alignment/train=0.0849, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 45%|████▌ | 213/469 [00:20<00:24, 10.41it/s, v_num=9, loss/train=0.151, alignment/train=0.0849, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 45%|████▌ | 213/469 [00:20<00:24, 10.41it/s, v_num=9, loss/train=0.209, alignment/train=0.0855, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 46%|████▌ | 214/469 [00:20<00:24, 10.42it/s, v_num=9, loss/train=0.209, alignment/train=0.0855, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 46%|████▌ | 214/469 [00:20<00:24, 10.42it/s, v_num=9, loss/train=0.170, alignment/train=0.0772, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 46%|████▌ | 215/469 [00:20<00:24, 10.42it/s, v_num=9, loss/train=0.170, alignment/train=0.0772, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 46%|████▌ | 215/469 [00:20<00:24, 10.42it/s, v_num=9, loss/train=0.177, alignment/train=0.0852, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 46%|████▌ | 216/469 [00:20<00:24, 10.42it/s, v_num=9, loss/train=0.177, alignment/train=0.0852, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 46%|████▌ | 216/469 [00:20<00:24, 10.42it/s, v_num=9, loss/train=0.216, alignment/train=0.0933, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 46%|████▋ | 217/469 [00:20<00:24, 10.44it/s, v_num=9, loss/train=0.216, alignment/train=0.0933, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 46%|████▋ | 217/469 [00:20<00:24, 10.44it/s, v_num=9, loss/train=0.195, alignment/train=0.0795, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 46%|████▋ | 218/469 [00:20<00:24, 10.44it/s, v_num=9, loss/train=0.195, alignment/train=0.0795, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 46%|████▋ | 218/469 [00:20<00:24, 10.44it/s, v_num=9, loss/train=0.187, alignment/train=0.0838, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 47%|████▋ | 219/469 [00:20<00:23, 10.43it/s, v_num=9, loss/train=0.187, alignment/train=0.0838, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 47%|████▋ | 219/469 [00:20<00:23, 10.43it/s, v_num=9, loss/train=0.164, alignment/train=0.0775, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 47%|████▋ | 220/469 [00:21<00:23, 10.43it/s, v_num=9, loss/train=0.164, alignment/train=0.0775, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 47%|████▋ | 220/469 [00:21<00:23, 10.43it/s, v_num=9, loss/train=0.187, alignment/train=0.0799, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 47%|████▋ | 221/469 [00:21<00:23, 10.45it/s, v_num=9, loss/train=0.187, alignment/train=0.0799, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 47%|████▋ | 221/469 [00:21<00:23, 10.45it/s, v_num=9, loss/train=0.241, alignment/train=0.0784, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 47%|████▋ | 222/469 [00:21<00:23, 10.45it/s, v_num=9, loss/train=0.241, alignment/train=0.0784, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 47%|████▋ | 222/469 [00:21<00:23, 10.44it/s, v_num=9, loss/train=0.212, alignment/train=0.0913, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 48%|████▊ | 223/469 [00:21<00:23, 10.46it/s, v_num=9, loss/train=0.212, alignment/train=0.0913, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 48%|████▊ | 223/469 [00:21<00:23, 10.46it/s, v_num=9, loss/train=0.184, alignment/train=0.0788, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 48%|████▊ | 224/469 [00:21<00:23, 10.48it/s, v_num=9, loss/train=0.184, alignment/train=0.0788, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 48%|████▊ | 224/469 [00:21<00:23, 10.48it/s, v_num=9, loss/train=0.210, alignment/train=0.0883, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 48%|████▊ | 225/469 [00:21<00:23, 10.47it/s, v_num=9, loss/train=0.210, alignment/train=0.0883, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 48%|████▊ | 225/469 [00:21<00:23, 10.47it/s, v_num=9, loss/train=0.176, alignment/train=0.0734, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 48%|████▊ | 226/469 [00:21<00:23, 10.45it/s, v_num=9, loss/train=0.176, alignment/train=0.0734, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 48%|████▊ | 226/469 [00:21<00:23, 10.45it/s, v_num=9, loss/train=0.234, alignment/train=0.0925, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 48%|████▊ | 227/469 [00:21<00:23, 10.45it/s, v_num=9, loss/train=0.234, alignment/train=0.0925, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 48%|████▊ | 227/469 [00:21<00:23, 10.45it/s, v_num=9, loss/train=0.172, alignment/train=0.0685, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 49%|████▊ | 228/469 [00:21<00:23, 10.45it/s, v_num=9, loss/train=0.172, alignment/train=0.0685, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 49%|████▊ | 228/469 [00:21<00:23, 10.45it/s, v_num=9, loss/train=0.187, alignment/train=0.0896, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 49%|████▉ | 229/469 [00:21<00:22, 10.46it/s, v_num=9, loss/train=0.187, alignment/train=0.0896, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 49%|████▉ | 229/469 [00:21<00:22, 10.46it/s, v_num=9, loss/train=0.171, alignment/train=0.0874, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 49%|████▉ | 230/469 [00:21<00:22, 10.48it/s, v_num=9, loss/train=0.171, alignment/train=0.0874, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 49%|████▉ | 230/469 [00:21<00:22, 10.48it/s, v_num=9, loss/train=0.196, alignment/train=0.0829, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 49%|████▉ | 231/469 [00:22<00:22, 10.50it/s, v_num=9, loss/train=0.196, alignment/train=0.0829, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 49%|████▉ | 231/469 [00:22<00:22, 10.50it/s, v_num=9, loss/train=0.208, alignment/train=0.0864, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 49%|████▉ | 232/469 [00:22<00:22, 10.51it/s, v_num=9, loss/train=0.208, alignment/train=0.0864, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 49%|████▉ | 232/469 [00:22<00:22, 10.51it/s, v_num=9, loss/train=0.173, alignment/train=0.0772, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 50%|████▉ | 233/469 [00:22<00:22, 10.51it/s, v_num=9, loss/train=0.173, alignment/train=0.0772, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 50%|████▉ | 233/469 [00:22<00:22, 10.51it/s, v_num=9, loss/train=0.204, alignment/train=0.0777, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 50%|████▉ | 234/469 [00:22<00:22, 10.50it/s, v_num=9, loss/train=0.204, alignment/train=0.0777, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 50%|████▉ | 234/469 [00:22<00:22, 10.50it/s, v_num=9, loss/train=0.158, alignment/train=0.0705, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 50%|█████ | 235/469 [00:22<00:22, 10.49it/s, v_num=9, loss/train=0.158, alignment/train=0.0705, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 50%|█████ | 235/469 [00:22<00:22, 10.49it/s, v_num=9, loss/train=0.256, alignment/train=0.0965, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 50%|█████ | 236/469 [00:22<00:22, 10.45it/s, v_num=9, loss/train=0.256, alignment/train=0.0965, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 50%|█████ | 236/469 [00:22<00:22, 10.45it/s, v_num=9, loss/train=0.191, alignment/train=0.0819, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 51%|█████ | 237/469 [00:22<00:22, 10.47it/s, v_num=9, loss/train=0.191, alignment/train=0.0819, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 51%|█████ | 237/469 [00:22<00:22, 10.47it/s, v_num=9, loss/train=0.174, alignment/train=0.0751, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 51%|█████ | 238/469 [00:22<00:22, 10.49it/s, v_num=9, loss/train=0.174, alignment/train=0.0751, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 51%|█████ | 238/469 [00:22<00:22, 10.48it/s, v_num=9, loss/train=0.189, alignment/train=0.0849, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 51%|█████ | 239/469 [00:22<00:21, 10.48it/s, v_num=9, loss/train=0.189, alignment/train=0.0849, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 51%|█████ | 239/469 [00:22<00:21, 10.48it/s, v_num=9, loss/train=0.171, alignment/train=0.0747, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 51%|█████ | 240/469 [00:22<00:21, 10.48it/s, v_num=9, loss/train=0.171, alignment/train=0.0747, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 51%|█████ | 240/469 [00:22<00:21, 10.48it/s, v_num=9, loss/train=0.236, alignment/train=0.0906, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 51%|█████▏ | 241/469 [00:22<00:21, 10.48it/s, v_num=9, loss/train=0.236, alignment/train=0.0906, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 51%|█████▏ | 241/469 [00:22<00:21, 10.48it/s, v_num=9, loss/train=0.208, alignment/train=0.0861, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 52%|█████▏ | 242/469 [00:23<00:21, 10.50it/s, v_num=9, loss/train=0.208, alignment/train=0.0861, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 52%|█████▏ | 242/469 [00:23<00:21, 10.50it/s, v_num=9, loss/train=0.193, alignment/train=0.0916, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 52%|█████▏ | 243/469 [00:23<00:21, 10.51it/s, v_num=9, loss/train=0.193, alignment/train=0.0916, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 52%|█████▏ | 243/469 [00:23<00:21, 10.51it/s, v_num=9, loss/train=0.195, alignment/train=0.0781, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 52%|█████▏ | 244/469 [00:23<00:21, 10.52it/s, v_num=9, loss/train=0.195, alignment/train=0.0781, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 52%|█████▏ | 244/469 [00:23<00:21, 10.52it/s, v_num=9, loss/train=0.185, alignment/train=0.0869, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 52%|█████▏ | 245/469 [00:23<00:21, 10.51it/s, v_num=9, loss/train=0.185, alignment/train=0.0869, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 52%|█████▏ | 245/469 [00:23<00:21, 10.51it/s, v_num=9, loss/train=0.184, alignment/train=0.0857, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 52%|█████▏ | 246/469 [00:23<00:21, 10.49it/s, v_num=9, loss/train=0.184, alignment/train=0.0857, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 52%|█████▏ | 246/469 [00:23<00:21, 10.49it/s, v_num=9, loss/train=0.218, alignment/train=0.0824, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 53%|█████▎ | 247/469 [00:23<00:21, 10.50it/s, v_num=9, loss/train=0.218, alignment/train=0.0824, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 53%|█████▎ | 247/469 [00:23<00:21, 10.50it/s, v_num=9, loss/train=0.182, alignment/train=0.0815, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 53%|█████▎ | 248/469 [00:23<00:21, 10.52it/s, v_num=9, loss/train=0.182, alignment/train=0.0815, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 53%|█████▎ | 248/469 [00:23<00:21, 10.52it/s, v_num=9, loss/train=0.165, alignment/train=0.0796, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 53%|█████▎ | 249/469 [00:23<00:20, 10.52it/s, v_num=9, loss/train=0.165, alignment/train=0.0796, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 53%|█████▎ | 249/469 [00:23<00:20, 10.52it/s, v_num=9, loss/train=0.172, alignment/train=0.0788, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 53%|█████▎ | 250/469 [00:23<00:20, 10.51it/s, v_num=9, loss/train=0.172, alignment/train=0.0788, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 53%|█████▎ | 250/469 [00:23<00:20, 10.51it/s, v_num=9, loss/train=0.159, alignment/train=0.083, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 54%|█████▎ | 251/469 [00:23<00:20, 10.49it/s, v_num=9, loss/train=0.159, alignment/train=0.083, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 54%|█████▎ | 251/469 [00:23<00:20, 10.49it/s, v_num=9, loss/train=0.181, alignment/train=0.0713, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 54%|█████▎ | 252/469 [00:23<00:20, 10.50it/s, v_num=9, loss/train=0.181, alignment/train=0.0713, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 54%|█████▎ | 252/469 [00:23<00:20, 10.50it/s, v_num=9, loss/train=0.193, alignment/train=0.0866, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 54%|█████▍ | 253/469 [00:24<00:20, 10.52it/s, v_num=9, loss/train=0.193, alignment/train=0.0866, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 54%|█████▍ | 253/469 [00:24<00:20, 10.52it/s, v_num=9, loss/train=0.225, alignment/train=0.0908, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 54%|█████▍ | 254/469 [00:24<00:20, 10.54it/s, v_num=9, loss/train=0.225, alignment/train=0.0908, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 54%|█████▍ | 254/469 [00:24<00:20, 10.54it/s, v_num=9, loss/train=0.206, alignment/train=0.0841, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 54%|█████▍ | 255/469 [00:24<00:20, 10.51it/s, v_num=9, loss/train=0.206, alignment/train=0.0841, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 54%|█████▍ | 255/469 [00:24<00:20, 10.50it/s, v_num=9, loss/train=0.194, alignment/train=0.0788, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 55%|█████▍ | 256/469 [00:24<00:20, 10.51it/s, v_num=9, loss/train=0.194, alignment/train=0.0788, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 55%|█████▍ | 256/469 [00:24<00:20, 10.51it/s, v_num=9, loss/train=0.181, alignment/train=0.0862, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 55%|█████▍ | 257/469 [00:24<00:20, 10.52it/s, v_num=9, loss/train=0.181, alignment/train=0.0862, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 55%|█████▍ | 257/469 [00:24<00:20, 10.52it/s, v_num=9, loss/train=0.214, alignment/train=0.0859, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 55%|█████▌ | 258/469 [00:24<00:20, 10.54it/s, v_num=9, loss/train=0.214, alignment/train=0.0859, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 55%|█████▌ | 258/469 [00:24<00:20, 10.54it/s, v_num=9, loss/train=0.226, alignment/train=0.0759, uniformity/train=-3.51, contrastive_acc/train=0.980, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 55%|█████▌ | 259/469 [00:24<00:19, 10.51it/s, v_num=9, loss/train=0.226, alignment/train=0.0759, uniformity/train=-3.51, contrastive_acc/train=0.980, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 55%|█████▌ | 259/469 [00:24<00:19, 10.51it/s, v_num=9, loss/train=0.209, alignment/train=0.0895, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 55%|█████▌ | 260/469 [00:24<00:19, 10.51it/s, v_num=9, loss/train=0.209, alignment/train=0.0895, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 55%|█████▌ | 260/469 [00:24<00:19, 10.51it/s, v_num=9, loss/train=0.176, alignment/train=0.0759, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 56%|█████▌ | 261/469 [00:24<00:19, 10.53it/s, v_num=9, loss/train=0.176, alignment/train=0.0759, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 56%|█████▌ | 261/469 [00:24<00:19, 10.53it/s, v_num=9, loss/train=0.211, alignment/train=0.0866, uniformity/train=-3.54, contrastive_acc/train=0.988, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 56%|█████▌ | 262/469 [00:24<00:19, 10.55it/s, v_num=9, loss/train=0.211, alignment/train=0.0866, uniformity/train=-3.54, contrastive_acc/train=0.988, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 56%|█████▌ | 262/469 [00:24<00:19, 10.54it/s, v_num=9, loss/train=0.208, alignment/train=0.0795, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 56%|█████▌ | 263/469 [00:24<00:19, 10.55it/s, v_num=9, loss/train=0.208, alignment/train=0.0795, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 56%|█████▌ | 263/469 [00:24<00:19, 10.55it/s, v_num=9, loss/train=0.187, alignment/train=0.0881, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 56%|█████▋ | 264/469 [00:25<00:19, 10.54it/s, v_num=9, loss/train=0.187, alignment/train=0.0881, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 56%|█████▋ | 264/469 [00:25<00:19, 10.54it/s, v_num=9, loss/train=0.160, alignment/train=0.072, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 57%|█████▋ | 265/469 [00:25<00:19, 10.53it/s, v_num=9, loss/train=0.160, alignment/train=0.072, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 57%|█████▋ | 265/469 [00:25<00:19, 10.53it/s, v_num=9, loss/train=0.212, alignment/train=0.0931, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 57%|█████▋ | 266/469 [00:25<00:19, 10.55it/s, v_num=9, loss/train=0.212, alignment/train=0.0931, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 57%|█████▋ | 266/469 [00:25<00:19, 10.55it/s, v_num=9, loss/train=0.202, alignment/train=0.0846, uniformity/train=-3.53, contrastive_acc/train=0.984, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 57%|█████▋ | 267/469 [00:25<00:19, 10.55it/s, v_num=9, loss/train=0.202, alignment/train=0.0846, uniformity/train=-3.53, contrastive_acc/train=0.984, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 57%|█████▋ | 267/469 [00:25<00:19, 10.55it/s, v_num=9, loss/train=0.190, alignment/train=0.0844, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 57%|█████▋ | 268/469 [00:25<00:19, 10.56it/s, v_num=9, loss/train=0.190, alignment/train=0.0844, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 57%|█████▋ | 268/469 [00:25<00:19, 10.56it/s, v_num=9, loss/train=0.183, alignment/train=0.0839, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 57%|█████▋ | 269/469 [00:25<00:18, 10.56it/s, v_num=9, loss/train=0.183, alignment/train=0.0839, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 57%|█████▋ | 269/469 [00:25<00:18, 10.56it/s, v_num=9, loss/train=0.192, alignment/train=0.0919, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 58%|█████▊ | 270/469 [00:25<00:18, 10.53it/s, v_num=9, loss/train=0.192, alignment/train=0.0919, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 58%|█████▊ | 270/469 [00:25<00:18, 10.53it/s, v_num=9, loss/train=0.193, alignment/train=0.0767, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 58%|█████▊ | 271/469 [00:25<00:18, 10.55it/s, v_num=9, loss/train=0.193, alignment/train=0.0767, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 58%|█████▊ | 271/469 [00:25<00:18, 10.55it/s, v_num=9, loss/train=0.201, alignment/train=0.0789, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 58%|█████▊ | 272/469 [00:25<00:18, 10.55it/s, v_num=9, loss/train=0.201, alignment/train=0.0789, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 58%|█████▊ | 272/469 [00:25<00:18, 10.55it/s, v_num=9, loss/train=0.194, alignment/train=0.0835, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 58%|█████▊ | 273/469 [00:25<00:18, 10.55it/s, v_num=9, loss/train=0.194, alignment/train=0.0835, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 58%|█████▊ | 273/469 [00:25<00:18, 10.55it/s, v_num=9, loss/train=0.194, alignment/train=0.0788, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 58%|█████▊ | 274/469 [00:25<00:18, 10.56it/s, v_num=9, loss/train=0.194, alignment/train=0.0788, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 58%|█████▊ | 274/469 [00:25<00:18, 10.56it/s, v_num=9, loss/train=0.195, alignment/train=0.0904, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 59%|█████▊ | 275/469 [00:26<00:18, 10.57it/s, v_num=9, loss/train=0.195, alignment/train=0.0904, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 59%|█████▊ | 275/469 [00:26<00:18, 10.57it/s, v_num=9, loss/train=0.207, alignment/train=0.0745, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 59%|█████▉ | 276/469 [00:26<00:18, 10.57it/s, v_num=9, loss/train=0.207, alignment/train=0.0745, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 59%|█████▉ | 276/469 [00:26<00:18, 10.57it/s, v_num=9, loss/train=0.170, alignment/train=0.0846, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 59%|█████▉ | 277/469 [00:26<00:18, 10.57it/s, v_num=9, loss/train=0.170, alignment/train=0.0846, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 59%|█████▉ | 277/469 [00:26<00:18, 10.57it/s, v_num=9, loss/train=0.182, alignment/train=0.0782, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 59%|█████▉ | 278/469 [00:26<00:18, 10.58it/s, v_num=9, loss/train=0.182, alignment/train=0.0782, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 59%|█████▉ | 278/469 [00:26<00:18, 10.58it/s, v_num=9, loss/train=0.172, alignment/train=0.0806, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 59%|█████▉ | 279/469 [00:26<00:17, 10.58it/s, v_num=9, loss/train=0.172, alignment/train=0.0806, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 59%|█████▉ | 279/469 [00:26<00:17, 10.58it/s, v_num=9, loss/train=0.167, alignment/train=0.0809, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 60%|█████▉ | 280/469 [00:26<00:17, 10.55it/s, v_num=9, loss/train=0.167, alignment/train=0.0809, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 60%|█████▉ | 280/469 [00:26<00:17, 10.55it/s, v_num=9, loss/train=0.188, alignment/train=0.0859, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 60%|█████▉ | 281/469 [00:26<00:17, 10.57it/s, v_num=9, loss/train=0.188, alignment/train=0.0859, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 60%|█████▉ | 281/469 [00:26<00:17, 10.57it/s, v_num=9, loss/train=0.258, alignment/train=0.0921, uniformity/train=-3.51, contrastive_acc/train=0.988, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 60%|██████ | 282/469 [00:26<00:17, 10.58it/s, v_num=9, loss/train=0.258, alignment/train=0.0921, uniformity/train=-3.51, contrastive_acc/train=0.988, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 60%|██████ | 282/469 [00:26<00:17, 10.58it/s, v_num=9, loss/train=0.181, alignment/train=0.090, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 60%|██████ | 283/469 [00:26<00:17, 10.60it/s, v_num=9, loss/train=0.181, alignment/train=0.090, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 60%|██████ | 283/469 [00:26<00:17, 10.60it/s, v_num=9, loss/train=0.199, alignment/train=0.0833, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 61%|██████ | 284/469 [00:26<00:17, 10.61it/s, v_num=9, loss/train=0.199, alignment/train=0.0833, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 61%|██████ | 284/469 [00:26<00:17, 10.60it/s, v_num=9, loss/train=0.192, alignment/train=0.0784, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 61%|██████ | 285/469 [00:26<00:17, 10.61it/s, v_num=9, loss/train=0.192, alignment/train=0.0784, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 61%|██████ | 285/469 [00:26<00:17, 10.61it/s, v_num=9, loss/train=0.218, alignment/train=0.0966, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 61%|██████ | 286/469 [00:26<00:17, 10.60it/s, v_num=9, loss/train=0.218, alignment/train=0.0966, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 61%|██████ | 286/469 [00:26<00:17, 10.60it/s, v_num=9, loss/train=0.196, alignment/train=0.0717, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 61%|██████ | 287/469 [00:27<00:17, 10.59it/s, v_num=9, loss/train=0.196, alignment/train=0.0717, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 61%|██████ | 287/469 [00:27<00:17, 10.58it/s, v_num=9, loss/train=0.202, alignment/train=0.0845, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 61%|██████▏ | 288/469 [00:27<00:17, 10.60it/s, v_num=9, loss/train=0.202, alignment/train=0.0845, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 61%|██████▏ | 288/469 [00:27<00:17, 10.60it/s, v_num=9, loss/train=0.180, alignment/train=0.086, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 62%|██████▏ | 289/469 [00:27<00:16, 10.60it/s, v_num=9, loss/train=0.180, alignment/train=0.086, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 62%|██████▏ | 289/469 [00:27<00:16, 10.60it/s, v_num=9, loss/train=0.214, alignment/train=0.0759, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 62%|██████▏ | 290/469 [00:27<00:16, 10.61it/s, v_num=9, loss/train=0.214, alignment/train=0.0759, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 62%|██████▏ | 290/469 [00:27<00:16, 10.61it/s, v_num=9, loss/train=0.159, alignment/train=0.073, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 62%|██████▏ | 291/469 [00:27<00:16, 10.59it/s, v_num=9, loss/train=0.159, alignment/train=0.073, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 62%|██████▏ | 291/469 [00:27<00:16, 10.59it/s, v_num=9, loss/train=0.207, alignment/train=0.0807, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 62%|██████▏ | 292/469 [00:27<00:16, 10.58it/s, v_num=9, loss/train=0.207, alignment/train=0.0807, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 62%|██████▏ | 292/469 [00:27<00:16, 10.58it/s, v_num=9, loss/train=0.200, alignment/train=0.0781, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 62%|██████▏ | 293/469 [00:27<00:16, 10.59it/s, v_num=9, loss/train=0.200, alignment/train=0.0781, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 62%|██████▏ | 293/469 [00:27<00:16, 10.59it/s, v_num=9, loss/train=0.184, alignment/train=0.0862, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 63%|██████▎ | 294/469 [00:27<00:16, 10.61it/s, v_num=9, loss/train=0.184, alignment/train=0.0862, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 63%|██████▎ | 294/469 [00:27<00:16, 10.61it/s, v_num=9, loss/train=0.203, alignment/train=0.0919, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 63%|██████▎ | 295/469 [00:27<00:16, 10.62it/s, v_num=9, loss/train=0.203, alignment/train=0.0919, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 63%|██████▎ | 295/469 [00:27<00:16, 10.62it/s, v_num=9, loss/train=0.149, alignment/train=0.0707, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 63%|██████▎ | 296/469 [00:27<00:16, 10.60it/s, v_num=9, loss/train=0.149, alignment/train=0.0707, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 63%|██████▎ | 296/469 [00:27<00:16, 10.60it/s, v_num=9, loss/train=0.184, alignment/train=0.0782, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 63%|██████▎ | 297/469 [00:28<00:16, 10.60it/s, v_num=9, loss/train=0.184, alignment/train=0.0782, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 63%|██████▎ | 297/469 [00:28<00:16, 10.60it/s, v_num=9, loss/train=0.182, alignment/train=0.0879, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 64%|██████▎ | 298/469 [00:28<00:16, 10.60it/s, v_num=9, loss/train=0.182, alignment/train=0.0879, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 64%|██████▎ | 298/469 [00:28<00:16, 10.60it/s, v_num=9, loss/train=0.180, alignment/train=0.0665, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 64%|██████▍ | 299/469 [00:28<00:16, 10.61it/s, v_num=9, loss/train=0.180, alignment/train=0.0665, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 64%|██████▍ | 299/469 [00:28<00:16, 10.61it/s, v_num=9, loss/train=0.202, alignment/train=0.0892, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 64%|██████▍ | 300/469 [00:28<00:15, 10.60it/s, v_num=9, loss/train=0.202, alignment/train=0.0892, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 64%|██████▍ | 300/469 [00:28<00:15, 10.60it/s, v_num=9, loss/train=0.193, alignment/train=0.0705, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 64%|██████▍ | 301/469 [00:28<00:15, 10.60it/s, v_num=9, loss/train=0.193, alignment/train=0.0705, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 64%|██████▍ | 301/469 [00:28<00:15, 10.60it/s, v_num=9, loss/train=0.191, alignment/train=0.0728, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 64%|██████▍ | 302/469 [00:28<00:15, 10.62it/s, v_num=9, loss/train=0.191, alignment/train=0.0728, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 64%|██████▍ | 302/469 [00:28<00:15, 10.61it/s, v_num=9, loss/train=0.193, alignment/train=0.0807, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 65%|██████▍ | 303/469 [00:28<00:15, 10.63it/s, v_num=9, loss/train=0.193, alignment/train=0.0807, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 65%|██████▍ | 303/469 [00:28<00:15, 10.63it/s, v_num=9, loss/train=0.189, alignment/train=0.0768, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 65%|██████▍ | 304/469 [00:28<00:15, 10.63it/s, v_num=9, loss/train=0.189, alignment/train=0.0768, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 65%|██████▍ | 304/469 [00:28<00:15, 10.63it/s, v_num=9, loss/train=0.184, alignment/train=0.0814, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 65%|██████▌ | 305/469 [00:28<00:15, 10.62it/s, v_num=9, loss/train=0.184, alignment/train=0.0814, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 65%|██████▌ | 305/469 [00:28<00:15, 10.61it/s, v_num=9, loss/train=0.177, alignment/train=0.0658, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 65%|██████▌ | 306/469 [00:28<00:15, 10.60it/s, v_num=9, loss/train=0.177, alignment/train=0.0658, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 65%|██████▌ | 306/469 [00:28<00:15, 10.60it/s, v_num=9, loss/train=0.192, alignment/train=0.0806, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 65%|██████▌ | 307/469 [00:28<00:15, 10.61it/s, v_num=9, loss/train=0.192, alignment/train=0.0806, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 65%|██████▌ | 307/469 [00:28<00:15, 10.61it/s, v_num=9, loss/train=0.223, alignment/train=0.0908, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 66%|██████▌ | 308/469 [00:29<00:15, 10.61it/s, v_num=9, loss/train=0.223, alignment/train=0.0908, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 66%|██████▌ | 308/469 [00:29<00:15, 10.61it/s, v_num=9, loss/train=0.150, alignment/train=0.0762, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 66%|██████▌ | 309/469 [00:29<00:15, 10.61it/s, v_num=9, loss/train=0.150, alignment/train=0.0762, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 66%|██████▌ | 309/469 [00:29<00:15, 10.61it/s, v_num=9, loss/train=0.180, alignment/train=0.0805, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 66%|██████▌ | 310/469 [00:29<00:14, 10.62it/s, v_num=9, loss/train=0.180, alignment/train=0.0805, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 66%|██████▌ | 310/469 [00:29<00:14, 10.62it/s, v_num=9, loss/train=0.185, alignment/train=0.086, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 66%|██████▋ | 311/469 [00:29<00:14, 10.63it/s, v_num=9, loss/train=0.185, alignment/train=0.086, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 66%|██████▋ | 311/469 [00:29<00:14, 10.63it/s, v_num=9, loss/train=0.165, alignment/train=0.0802, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 67%|██████▋ | 312/469 [00:29<00:14, 10.64it/s, v_num=9, loss/train=0.165, alignment/train=0.0802, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 67%|██████▋ | 312/469 [00:29<00:14, 10.64it/s, v_num=9, loss/train=0.198, alignment/train=0.0837, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 67%|██████▋ | 313/469 [00:29<00:14, 10.61it/s, v_num=9, loss/train=0.198, alignment/train=0.0837, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 67%|██████▋ | 313/469 [00:29<00:14, 10.61it/s, v_num=9, loss/train=0.212, alignment/train=0.0854, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 67%|██████▋ | 314/469 [00:29<00:14, 10.61it/s, v_num=9, loss/train=0.212, alignment/train=0.0854, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 67%|██████▋ | 314/469 [00:29<00:14, 10.61it/s, v_num=9, loss/train=0.181, alignment/train=0.0751, uniformity/train=-3.53, contrastive_acc/train=0.988, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 67%|██████▋ | 315/469 [00:29<00:14, 10.63it/s, v_num=9, loss/train=0.181, alignment/train=0.0751, uniformity/train=-3.53, contrastive_acc/train=0.988, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 67%|██████▋ | 315/469 [00:29<00:14, 10.63it/s, v_num=9, loss/train=0.198, alignment/train=0.0745, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 67%|██████▋ | 316/469 [00:29<00:14, 10.62it/s, v_num=9, loss/train=0.198, alignment/train=0.0745, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 67%|██████▋ | 316/469 [00:29<00:14, 10.62it/s, v_num=9, loss/train=0.207, alignment/train=0.0789, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 68%|██████▊ | 317/469 [00:29<00:14, 10.63it/s, v_num=9, loss/train=0.207, alignment/train=0.0789, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 68%|██████▊ | 317/469 [00:29<00:14, 10.63it/s, v_num=9, loss/train=0.185, alignment/train=0.0741, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 68%|██████▊ | 318/469 [00:29<00:14, 10.64it/s, v_num=9, loss/train=0.185, alignment/train=0.0741, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 68%|██████▊ | 318/469 [00:29<00:14, 10.64it/s, v_num=9, loss/train=0.188, alignment/train=0.0841, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 68%|██████▊ | 319/469 [00:29<00:14, 10.66it/s, v_num=9, loss/train=0.188, alignment/train=0.0841, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 68%|██████▊ | 319/469 [00:29<00:14, 10.65it/s, v_num=9, loss/train=0.178, alignment/train=0.077, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 68%|██████▊ | 320/469 [00:30<00:14, 10.64it/s, v_num=9, loss/train=0.178, alignment/train=0.077, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 68%|██████▊ | 320/469 [00:30<00:14, 10.64it/s, v_num=9, loss/train=0.193, alignment/train=0.0755, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 68%|██████▊ | 321/469 [00:30<00:13, 10.65it/s, v_num=9, loss/train=0.193, alignment/train=0.0755, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 68%|██████▊ | 321/469 [00:30<00:13, 10.65it/s, v_num=9, loss/train=0.188, alignment/train=0.0852, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 69%|██████▊ | 322/469 [00:30<00:13, 10.65it/s, v_num=9, loss/train=0.188, alignment/train=0.0852, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 69%|██████▊ | 322/469 [00:30<00:13, 10.65it/s, v_num=9, loss/train=0.200, alignment/train=0.0787, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 69%|██████▉ | 323/469 [00:30<00:13, 10.64it/s, v_num=9, loss/train=0.200, alignment/train=0.0787, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 69%|██████▉ | 323/469 [00:30<00:13, 10.64it/s, v_num=9, loss/train=0.179, alignment/train=0.0804, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 69%|██████▉ | 324/469 [00:30<00:13, 10.64it/s, v_num=9, loss/train=0.179, alignment/train=0.0804, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 69%|██████▉ | 324/469 [00:30<00:13, 10.64it/s, v_num=9, loss/train=0.191, alignment/train=0.0817, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 69%|██████▉ | 325/469 [00:30<00:13, 10.65it/s, v_num=9, loss/train=0.191, alignment/train=0.0817, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 69%|██████▉ | 325/469 [00:30<00:13, 10.65it/s, v_num=9, loss/train=0.240, alignment/train=0.0912, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 70%|██████▉ | 326/469 [00:30<00:13, 10.65it/s, v_num=9, loss/train=0.240, alignment/train=0.0912, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 70%|██████▉ | 326/469 [00:30<00:13, 10.65it/s, v_num=9, loss/train=0.167, alignment/train=0.0722, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 70%|██████▉ | 327/469 [00:30<00:13, 10.66it/s, v_num=9, loss/train=0.167, alignment/train=0.0722, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 70%|██████▉ | 327/469 [00:30<00:13, 10.66it/s, v_num=9, loss/train=0.198, alignment/train=0.0883, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 70%|██████▉ | 328/469 [00:30<00:13, 10.66it/s, v_num=9, loss/train=0.198, alignment/train=0.0883, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 70%|██████▉ | 328/469 [00:30<00:13, 10.66it/s, v_num=9, loss/train=0.211, alignment/train=0.0936, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 70%|███████ | 329/469 [00:30<00:13, 10.65it/s, v_num=9, loss/train=0.211, alignment/train=0.0936, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 70%|███████ | 329/469 [00:30<00:13, 10.65it/s, v_num=9, loss/train=0.188, alignment/train=0.0803, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 70%|███████ | 330/469 [00:30<00:13, 10.66it/s, v_num=9, loss/train=0.188, alignment/train=0.0803, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 70%|███████ | 330/469 [00:30<00:13, 10.66it/s, v_num=9, loss/train=0.214, alignment/train=0.0876, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 71%|███████ | 331/469 [00:31<00:12, 10.68it/s, v_num=9, loss/train=0.214, alignment/train=0.0876, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 71%|███████ | 331/469 [00:31<00:12, 10.68it/s, v_num=9, loss/train=0.189, alignment/train=0.0828, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 71%|███████ | 332/469 [00:31<00:12, 10.64it/s, v_num=9, loss/train=0.189, alignment/train=0.0828, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 71%|███████ | 332/469 [00:31<00:12, 10.64it/s, v_num=9, loss/train=0.226, alignment/train=0.0855, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 71%|███████ | 333/469 [00:31<00:12, 10.65it/s, v_num=9, loss/train=0.226, alignment/train=0.0855, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 71%|███████ | 333/469 [00:31<00:12, 10.65it/s, v_num=9, loss/train=0.170, alignment/train=0.0702, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 71%|███████ | 334/469 [00:31<00:12, 10.66it/s, v_num=9, loss/train=0.170, alignment/train=0.0702, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 71%|███████ | 334/469 [00:31<00:12, 10.66it/s, v_num=9, loss/train=0.171, alignment/train=0.0853, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 71%|███████▏ | 335/469 [00:31<00:12, 10.66it/s, v_num=9, loss/train=0.171, alignment/train=0.0853, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 71%|███████▏ | 335/469 [00:31<00:12, 10.66it/s, v_num=9, loss/train=0.209, alignment/train=0.0885, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 72%|███████▏ | 336/469 [00:31<00:12, 10.66it/s, v_num=9, loss/train=0.209, alignment/train=0.0885, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 72%|███████▏ | 336/469 [00:31<00:12, 10.66it/s, v_num=9, loss/train=0.177, alignment/train=0.0742, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 72%|███████▏ | 337/469 [00:31<00:12, 10.68it/s, v_num=9, loss/train=0.177, alignment/train=0.0742, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 72%|███████▏ | 337/469 [00:31<00:12, 10.68it/s, v_num=9, loss/train=0.185, alignment/train=0.0871, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 72%|███████▏ | 338/469 [00:31<00:12, 10.69it/s, v_num=9, loss/train=0.185, alignment/train=0.0871, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 72%|███████▏ | 338/469 [00:31<00:12, 10.69it/s, v_num=9, loss/train=0.187, alignment/train=0.0761, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 72%|███████▏ | 339/469 [00:31<00:12, 10.68it/s, v_num=9, loss/train=0.187, alignment/train=0.0761, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 72%|███████▏ | 339/469 [00:31<00:12, 10.68it/s, v_num=9, loss/train=0.167, alignment/train=0.0794, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 72%|███████▏ | 340/469 [00:31<00:12, 10.67it/s, v_num=9, loss/train=0.167, alignment/train=0.0794, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 72%|███████▏ | 340/469 [00:31<00:12, 10.67it/s, v_num=9, loss/train=0.167, alignment/train=0.0767, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 73%|███████▎ | 341/469 [00:31<00:11, 10.68it/s, v_num=9, loss/train=0.167, alignment/train=0.0767, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 73%|███████▎ | 341/469 [00:31<00:11, 10.68it/s, v_num=9, loss/train=0.152, alignment/train=0.0777, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 73%|███████▎ | 342/469 [00:32<00:11, 10.65it/s, v_num=9, loss/train=0.152, alignment/train=0.0777, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 73%|███████▎ | 342/469 [00:32<00:11, 10.65it/s, v_num=9, loss/train=0.179, alignment/train=0.0795, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 73%|███████▎ | 343/469 [00:32<00:11, 10.66it/s, v_num=9, loss/train=0.179, alignment/train=0.0795, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 73%|███████▎ | 343/469 [00:32<00:11, 10.66it/s, v_num=9, loss/train=0.192, alignment/train=0.0771, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 73%|███████▎ | 344/469 [00:32<00:11, 10.68it/s, v_num=9, loss/train=0.192, alignment/train=0.0771, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 73%|███████▎ | 344/469 [00:32<00:11, 10.68it/s, v_num=9, loss/train=0.184, alignment/train=0.0913, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 74%|███████▎ | 345/469 [00:32<00:11, 10.68it/s, v_num=9, loss/train=0.184, alignment/train=0.0913, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 74%|███████▎ | 345/469 [00:32<00:11, 10.67it/s, v_num=9, loss/train=0.187, alignment/train=0.0788, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 74%|███████▍ | 346/469 [00:32<00:11, 10.67it/s, v_num=9, loss/train=0.187, alignment/train=0.0788, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 74%|███████▍ | 346/469 [00:32<00:11, 10.67it/s, v_num=9, loss/train=0.190, alignment/train=0.0852, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 74%|███████▍ | 347/469 [00:32<00:11, 10.68it/s, v_num=9, loss/train=0.190, alignment/train=0.0852, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 74%|███████▍ | 347/469 [00:32<00:11, 10.68it/s, v_num=9, loss/train=0.180, alignment/train=0.0837, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 74%|███████▍ | 348/469 [00:32<00:11, 10.68it/s, v_num=9, loss/train=0.180, alignment/train=0.0837, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 74%|███████▍ | 348/469 [00:32<00:11, 10.68it/s, v_num=9, loss/train=0.192, alignment/train=0.0867, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 74%|███████▍ | 349/469 [00:32<00:11, 10.68it/s, v_num=9, loss/train=0.192, alignment/train=0.0867, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 74%|███████▍ | 349/469 [00:32<00:11, 10.68it/s, v_num=9, loss/train=0.173, alignment/train=0.0889, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 75%|███████▍ | 350/469 [00:32<00:11, 10.68it/s, v_num=9, loss/train=0.173, alignment/train=0.0889, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 75%|███████▍ | 350/469 [00:32<00:11, 10.68it/s, v_num=9, loss/train=0.182, alignment/train=0.0782, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 75%|███████▍ | 351/469 [00:32<00:11, 10.69it/s, v_num=9, loss/train=0.182, alignment/train=0.0782, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 75%|███████▍ | 351/469 [00:32<00:11, 10.69it/s, v_num=9, loss/train=0.180, alignment/train=0.0723, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 75%|███████▌ | 352/469 [00:32<00:10, 10.69it/s, v_num=9, loss/train=0.180, alignment/train=0.0723, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 75%|███████▌ | 352/469 [00:32<00:10, 10.69it/s, v_num=9, loss/train=0.201, alignment/train=0.0843, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 75%|███████▌ | 353/469 [00:33<00:10, 10.68it/s, v_num=9, loss/train=0.201, alignment/train=0.0843, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 75%|███████▌ | 353/469 [00:33<00:10, 10.68it/s, v_num=9, loss/train=0.166, alignment/train=0.0676, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 75%|███████▌ | 354/469 [00:33<00:10, 10.69it/s, v_num=9, loss/train=0.166, alignment/train=0.0676, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 75%|███████▌ | 354/469 [00:33<00:10, 10.69it/s, v_num=9, loss/train=0.183, alignment/train=0.0816, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 76%|███████▌ | 355/469 [00:33<00:10, 10.69it/s, v_num=9, loss/train=0.183, alignment/train=0.0816, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 76%|███████▌ | 355/469 [00:33<00:10, 10.69it/s, v_num=9, loss/train=0.189, alignment/train=0.0895, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 76%|███████▌ | 356/469 [00:33<00:10, 10.70it/s, v_num=9, loss/train=0.189, alignment/train=0.0895, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 76%|███████▌ | 356/469 [00:33<00:10, 10.70it/s, v_num=9, loss/train=0.234, alignment/train=0.0855, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 76%|███████▌ | 357/469 [00:33<00:10, 10.71it/s, v_num=9, loss/train=0.234, alignment/train=0.0855, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 76%|███████▌ | 357/469 [00:33<00:10, 10.71it/s, v_num=9, loss/train=0.165, alignment/train=0.0847, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 76%|███████▋ | 358/469 [00:33<00:10, 10.70it/s, v_num=9, loss/train=0.165, alignment/train=0.0847, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 76%|███████▋ | 358/469 [00:33<00:10, 10.70it/s, v_num=9, loss/train=0.184, alignment/train=0.0723, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 77%|███████▋ | 359/469 [00:33<00:10, 10.70it/s, v_num=9, loss/train=0.184, alignment/train=0.0723, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 77%|███████▋ | 359/469 [00:33<00:10, 10.70it/s, v_num=9, loss/train=0.190, alignment/train=0.0782, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 77%|███████▋ | 360/469 [00:33<00:10, 10.71it/s, v_num=9, loss/train=0.190, alignment/train=0.0782, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 77%|███████▋ | 360/469 [00:33<00:10, 10.71it/s, v_num=9, loss/train=0.178, alignment/train=0.075, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 77%|███████▋ | 361/469 [00:33<00:10, 10.72it/s, v_num=9, loss/train=0.178, alignment/train=0.075, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 77%|███████▋ | 361/469 [00:33<00:10, 10.72it/s, v_num=9, loss/train=0.233, alignment/train=0.0815, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 77%|███████▋ | 362/469 [00:33<00:10, 10.70it/s, v_num=9, loss/train=0.233, alignment/train=0.0815, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 77%|███████▋ | 362/469 [00:33<00:10, 10.70it/s, v_num=9, loss/train=0.195, alignment/train=0.0694, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 77%|███████▋ | 363/469 [00:33<00:09, 10.70it/s, v_num=9, loss/train=0.195, alignment/train=0.0694, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 77%|███████▋ | 363/469 [00:33<00:09, 10.70it/s, v_num=9, loss/train=0.213, alignment/train=0.087, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 78%|███████▊ | 364/469 [00:33<00:09, 10.71it/s, v_num=9, loss/train=0.213, alignment/train=0.087, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 78%|███████▊ | 364/469 [00:33<00:09, 10.71it/s, v_num=9, loss/train=0.204, alignment/train=0.0832, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 78%|███████▊ | 365/469 [00:34<00:09, 10.72it/s, v_num=9, loss/train=0.204, alignment/train=0.0832, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 78%|███████▊ | 365/469 [00:34<00:09, 10.72it/s, v_num=9, loss/train=0.191, alignment/train=0.0902, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 78%|███████▊ | 366/469 [00:34<00:09, 10.69it/s, v_num=9, loss/train=0.191, alignment/train=0.0902, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 78%|███████▊ | 366/469 [00:34<00:09, 10.69it/s, v_num=9, loss/train=0.182, alignment/train=0.0816, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 78%|███████▊ | 367/469 [00:34<00:09, 10.70it/s, v_num=9, loss/train=0.182, alignment/train=0.0816, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 78%|███████▊ | 367/469 [00:34<00:09, 10.70it/s, v_num=9, loss/train=0.199, alignment/train=0.0846, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 78%|███████▊ | 368/469 [00:34<00:09, 10.72it/s, v_num=9, loss/train=0.199, alignment/train=0.0846, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 78%|███████▊ | 368/469 [00:34<00:09, 10.72it/s, v_num=9, loss/train=0.170, alignment/train=0.0759, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 79%|███████▊ | 369/469 [00:34<00:09, 10.70it/s, v_num=9, loss/train=0.170, alignment/train=0.0759, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 79%|███████▊ | 369/469 [00:34<00:09, 10.70it/s, v_num=9, loss/train=0.181, alignment/train=0.0814, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 79%|███████▉ | 370/469 [00:34<00:09, 10.72it/s, v_num=9, loss/train=0.181, alignment/train=0.0814, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 79%|███████▉ | 370/469 [00:34<00:09, 10.71it/s, v_num=9, loss/train=0.192, alignment/train=0.0931, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 79%|███████▉ | 371/469 [00:34<00:09, 10.72it/s, v_num=9, loss/train=0.192, alignment/train=0.0931, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 79%|███████▉ | 371/469 [00:34<00:09, 10.71it/s, v_num=9, loss/train=0.162, alignment/train=0.0823, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 79%|███████▉ | 372/469 [00:34<00:09, 10.71it/s, v_num=9, loss/train=0.162, alignment/train=0.0823, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 79%|███████▉ | 372/469 [00:34<00:09, 10.71it/s, v_num=9, loss/train=0.174, alignment/train=0.0845, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 80%|███████▉ | 373/469 [00:34<00:08, 10.72it/s, v_num=9, loss/train=0.174, alignment/train=0.0845, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 80%|███████▉ | 373/469 [00:34<00:08, 10.72it/s, v_num=9, loss/train=0.184, alignment/train=0.0848, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 80%|███████▉ | 374/469 [00:34<00:08, 10.72it/s, v_num=9, loss/train=0.184, alignment/train=0.0848, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 80%|███████▉ | 374/469 [00:34<00:08, 10.72it/s, v_num=9, loss/train=0.175, alignment/train=0.0867, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 80%|███████▉ | 375/469 [00:35<00:08, 10.71it/s, v_num=9, loss/train=0.175, alignment/train=0.0867, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 80%|███████▉ | 375/469 [00:35<00:08, 10.71it/s, v_num=9, loss/train=0.174, alignment/train=0.0777, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 80%|████████ | 376/469 [00:35<00:08, 10.72it/s, v_num=9, loss/train=0.174, alignment/train=0.0777, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 80%|████████ | 376/469 [00:35<00:08, 10.72it/s, v_num=9, loss/train=0.196, alignment/train=0.0764, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 80%|████████ | 377/469 [00:35<00:08, 10.71it/s, v_num=9, loss/train=0.196, alignment/train=0.0764, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 80%|████████ | 377/469 [00:35<00:08, 10.71it/s, v_num=9, loss/train=0.185, alignment/train=0.082, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 81%|████████ | 378/469 [00:35<00:08, 10.72it/s, v_num=9, loss/train=0.185, alignment/train=0.082, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 81%|████████ | 378/469 [00:35<00:08, 10.72it/s, v_num=9, loss/train=0.171, alignment/train=0.0691, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 81%|████████ | 379/469 [00:35<00:08, 10.73it/s, v_num=9, loss/train=0.171, alignment/train=0.0691, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 81%|████████ | 379/469 [00:35<00:08, 10.73it/s, v_num=9, loss/train=0.171, alignment/train=0.0803, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 81%|████████ | 380/469 [00:35<00:08, 10.74it/s, v_num=9, loss/train=0.171, alignment/train=0.0803, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 81%|████████ | 380/469 [00:35<00:08, 10.74it/s, v_num=9, loss/train=0.195, alignment/train=0.0827, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 81%|████████ | 381/469 [00:35<00:08, 10.75it/s, v_num=9, loss/train=0.195, alignment/train=0.0827, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 81%|████████ | 381/469 [00:35<00:08, 10.75it/s, v_num=9, loss/train=0.174, alignment/train=0.0773, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 81%|████████▏ | 382/469 [00:35<00:08, 10.76it/s, v_num=9, loss/train=0.174, alignment/train=0.0773, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 81%|████████▏ | 382/469 [00:35<00:08, 10.76it/s, v_num=9, loss/train=0.217, alignment/train=0.0871, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 82%|████████▏ | 383/469 [00:35<00:07, 10.76it/s, v_num=9, loss/train=0.217, alignment/train=0.0871, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 82%|████████▏ | 383/469 [00:35<00:07, 10.76it/s, v_num=9, loss/train=0.168, alignment/train=0.0863, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 82%|████████▏ | 384/469 [00:35<00:07, 10.75it/s, v_num=9, loss/train=0.168, alignment/train=0.0863, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 82%|████████▏ | 384/469 [00:35<00:07, 10.75it/s, v_num=9, loss/train=0.160, alignment/train=0.0737, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 82%|████████▏ | 385/469 [00:35<00:07, 10.72it/s, v_num=9, loss/train=0.160, alignment/train=0.0737, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 82%|████████▏ | 385/469 [00:35<00:07, 10.72it/s, v_num=9, loss/train=0.196, alignment/train=0.0724, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 82%|████████▏ | 386/469 [00:36<00:07, 10.72it/s, v_num=9, loss/train=0.196, alignment/train=0.0724, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 82%|████████▏ | 386/469 [00:36<00:07, 10.72it/s, v_num=9, loss/train=0.165, alignment/train=0.0756, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 83%|████████▎ | 387/469 [00:36<00:07, 10.73it/s, v_num=9, loss/train=0.165, alignment/train=0.0756, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 83%|████████▎ | 387/469 [00:36<00:07, 10.73it/s, v_num=9, loss/train=0.177, alignment/train=0.0722, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 83%|████████▎ | 388/469 [00:36<00:07, 10.73it/s, v_num=9, loss/train=0.177, alignment/train=0.0722, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 83%|████████▎ | 388/469 [00:36<00:07, 10.73it/s, v_num=9, loss/train=0.202, alignment/train=0.0971, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 83%|████████▎ | 389/469 [00:36<00:07, 10.74it/s, v_num=9, loss/train=0.202, alignment/train=0.0971, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 83%|████████▎ | 389/469 [00:36<00:07, 10.74it/s, v_num=9, loss/train=0.170, alignment/train=0.0739, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 83%|████████▎ | 390/469 [00:36<00:07, 10.74it/s, v_num=9, loss/train=0.170, alignment/train=0.0739, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 83%|████████▎ | 390/469 [00:36<00:07, 10.74it/s, v_num=9, loss/train=0.183, alignment/train=0.0804, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 83%|████████▎ | 391/469 [00:36<00:07, 10.75it/s, v_num=9, loss/train=0.183, alignment/train=0.0804, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 83%|████████▎ | 391/469 [00:36<00:07, 10.75it/s, v_num=9, loss/train=0.197, alignment/train=0.0978, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 84%|████████▎ | 392/469 [00:36<00:07, 10.75it/s, v_num=9, loss/train=0.197, alignment/train=0.0978, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 84%|████████▎ | 392/469 [00:36<00:07, 10.75it/s, v_num=9, loss/train=0.205, alignment/train=0.0793, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 84%|████████▍ | 393/469 [00:36<00:07, 10.75it/s, v_num=9, loss/train=0.205, alignment/train=0.0793, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 84%|████████▍ | 393/469 [00:36<00:07, 10.74it/s, v_num=9, loss/train=0.177, alignment/train=0.0766, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 84%|████████▍ | 394/469 [00:36<00:06, 10.73it/s, v_num=9, loss/train=0.177, alignment/train=0.0766, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 84%|████████▍ | 394/469 [00:36<00:06, 10.73it/s, v_num=9, loss/train=0.142, alignment/train=0.0828, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 84%|████████▍ | 395/469 [00:36<00:06, 10.74it/s, v_num=9, loss/train=0.142, alignment/train=0.0828, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 84%|████████▍ | 395/469 [00:36<00:06, 10.74it/s, v_num=9, loss/train=0.204, alignment/train=0.0838, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 84%|████████▍ | 396/469 [00:36<00:06, 10.75it/s, v_num=9, loss/train=0.204, alignment/train=0.0838, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 84%|████████▍ | 396/469 [00:36<00:06, 10.75it/s, v_num=9, loss/train=0.177, alignment/train=0.0894, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 85%|████████▍ | 397/469 [00:36<00:06, 10.74it/s, v_num=9, loss/train=0.177, alignment/train=0.0894, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 85%|████████▍ | 397/469 [00:36<00:06, 10.74it/s, v_num=9, loss/train=0.211, alignment/train=0.0962, uniformity/train=-3.54, contrastive_acc/train=0.984, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 85%|████████▍ | 398/469 [00:37<00:06, 10.74it/s, v_num=9, loss/train=0.211, alignment/train=0.0962, uniformity/train=-3.54, contrastive_acc/train=0.984, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 85%|████████▍ | 398/469 [00:37<00:06, 10.74it/s, v_num=9, loss/train=0.214, alignment/train=0.0874, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 85%|████████▌ | 399/469 [00:37<00:06, 10.76it/s, v_num=9, loss/train=0.214, alignment/train=0.0874, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 85%|████████▌ | 399/469 [00:37<00:06, 10.76it/s, v_num=9, loss/train=0.191, alignment/train=0.0961, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 85%|████████▌ | 400/469 [00:37<00:06, 10.75it/s, v_num=9, loss/train=0.191, alignment/train=0.0961, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 85%|████████▌ | 400/469 [00:37<00:06, 10.75it/s, v_num=9, loss/train=0.197, alignment/train=0.0883, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 86%|████████▌ | 401/469 [00:37<00:06, 10.75it/s, v_num=9, loss/train=0.197, alignment/train=0.0883, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 86%|████████▌ | 401/469 [00:37<00:06, 10.75it/s, v_num=9, loss/train=0.195, alignment/train=0.0799, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 86%|████████▌ | 402/469 [00:37<00:06, 10.75it/s, v_num=9, loss/train=0.195, alignment/train=0.0799, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 86%|████████▌ | 402/469 [00:37<00:06, 10.75it/s, v_num=9, loss/train=0.211, alignment/train=0.0875, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 86%|████████▌ | 403/469 [00:37<00:06, 10.76it/s, v_num=9, loss/train=0.211, alignment/train=0.0875, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 86%|████████▌ | 403/469 [00:37<00:06, 10.76it/s, v_num=9, loss/train=0.176, alignment/train=0.0921, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 86%|████████▌ | 404/469 [00:37<00:06, 10.77it/s, v_num=9, loss/train=0.176, alignment/train=0.0921, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 86%|████████▌ | 404/469 [00:37<00:06, 10.77it/s, v_num=9, loss/train=0.196, alignment/train=0.0827, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 86%|████████▋ | 405/469 [00:37<00:05, 10.76it/s, v_num=9, loss/train=0.196, alignment/train=0.0827, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 86%|████████▋ | 405/469 [00:37<00:05, 10.76it/s, v_num=9, loss/train=0.187, alignment/train=0.0732, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 87%|████████▋ | 406/469 [00:37<00:05, 10.76it/s, v_num=9, loss/train=0.187, alignment/train=0.0732, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 87%|████████▋ | 406/469 [00:37<00:05, 10.76it/s, v_num=9, loss/train=0.210, alignment/train=0.0795, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 87%|████████▋ | 407/469 [00:37<00:05, 10.77it/s, v_num=9, loss/train=0.210, alignment/train=0.0795, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 87%|████████▋ | 407/469 [00:37<00:05, 10.77it/s, v_num=9, loss/train=0.207, alignment/train=0.066, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 87%|████████▋ | 408/469 [00:37<00:05, 10.78it/s, v_num=9, loss/train=0.207, alignment/train=0.066, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 87%|████████▋ | 408/469 [00:37<00:05, 10.78it/s, v_num=9, loss/train=0.166, alignment/train=0.0911, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 87%|████████▋ | 409/469 [00:37<00:05, 10.79it/s, v_num=9, loss/train=0.166, alignment/train=0.0911, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 87%|████████▋ | 409/469 [00:37<00:05, 10.79it/s, v_num=9, loss/train=0.167, alignment/train=0.0755, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 87%|████████▋ | 410/469 [00:38<00:05, 10.78it/s, v_num=9, loss/train=0.167, alignment/train=0.0755, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 87%|████████▋ | 410/469 [00:38<00:05, 10.78it/s, v_num=9, loss/train=0.201, alignment/train=0.0791, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 88%|████████▊ | 411/469 [00:38<00:05, 10.77it/s, v_num=9, loss/train=0.201, alignment/train=0.0791, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 88%|████████▊ | 411/469 [00:38<00:05, 10.77it/s, v_num=9, loss/train=0.186, alignment/train=0.0974, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 88%|████████▊ | 412/469 [00:38<00:05, 10.77it/s, v_num=9, loss/train=0.186, alignment/train=0.0974, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 88%|████████▊ | 412/469 [00:38<00:05, 10.77it/s, v_num=9, loss/train=0.161, alignment/train=0.0791, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 88%|████████▊ | 413/469 [00:38<00:05, 10.76it/s, v_num=9, loss/train=0.161, alignment/train=0.0791, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 88%|████████▊ | 413/469 [00:38<00:05, 10.76it/s, v_num=9, loss/train=0.201, alignment/train=0.0859, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 88%|████████▊ | 414/469 [00:38<00:05, 10.77it/s, v_num=9, loss/train=0.201, alignment/train=0.0859, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 88%|████████▊ | 414/469 [00:38<00:05, 10.77it/s, v_num=9, loss/train=0.200, alignment/train=0.0776, uniformity/train=-3.53, contrastive_acc/train=0.988, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 88%|████████▊ | 415/469 [00:38<00:05, 10.78it/s, v_num=9, loss/train=0.200, alignment/train=0.0776, uniformity/train=-3.53, contrastive_acc/train=0.988, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 88%|████████▊ | 415/469 [00:38<00:05, 10.78it/s, v_num=9, loss/train=0.166, alignment/train=0.0844, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 89%|████████▊ | 416/469 [00:38<00:04, 10.76it/s, v_num=9, loss/train=0.166, alignment/train=0.0844, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 89%|████████▊ | 416/469 [00:38<00:04, 10.76it/s, v_num=9, loss/train=0.206, alignment/train=0.0952, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 89%|████████▉ | 417/469 [00:38<00:04, 10.77it/s, v_num=9, loss/train=0.206, alignment/train=0.0952, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 89%|████████▉ | 417/469 [00:38<00:04, 10.77it/s, v_num=9, loss/train=0.185, alignment/train=0.0781, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 89%|████████▉ | 418/469 [00:38<00:04, 10.78it/s, v_num=9, loss/train=0.185, alignment/train=0.0781, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 89%|████████▉ | 418/469 [00:38<00:04, 10.78it/s, v_num=9, loss/train=0.219, alignment/train=0.0859, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 89%|████████▉ | 419/469 [00:38<00:04, 10.79it/s, v_num=9, loss/train=0.219, alignment/train=0.0859, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 89%|████████▉ | 419/469 [00:38<00:04, 10.79it/s, v_num=9, loss/train=0.227, alignment/train=0.0802, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 90%|████████▉ | 420/469 [00:38<00:04, 10.78it/s, v_num=9, loss/train=0.227, alignment/train=0.0802, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 90%|████████▉ | 420/469 [00:38<00:04, 10.78it/s, v_num=9, loss/train=0.169, alignment/train=0.0762, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 90%|████████▉ | 421/469 [00:39<00:04, 10.76it/s, v_num=9, loss/train=0.169, alignment/train=0.0762, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 90%|████████▉ | 421/469 [00:39<00:04, 10.76it/s, v_num=9, loss/train=0.190, alignment/train=0.0799, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 90%|████████▉ | 422/469 [00:39<00:04, 10.77it/s, v_num=9, loss/train=0.190, alignment/train=0.0799, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 90%|████████▉ | 422/469 [00:39<00:04, 10.77it/s, v_num=9, loss/train=0.219, alignment/train=0.0873, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 90%|█████████ | 423/469 [00:39<00:04, 10.77it/s, v_num=9, loss/train=0.219, alignment/train=0.0873, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 90%|█████████ | 423/469 [00:39<00:04, 10.77it/s, v_num=9, loss/train=0.196, alignment/train=0.090, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 90%|█████████ | 424/469 [00:39<00:04, 10.77it/s, v_num=9, loss/train=0.196, alignment/train=0.090, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 90%|█████████ | 424/469 [00:39<00:04, 10.77it/s, v_num=9, loss/train=0.176, alignment/train=0.073, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 91%|█████████ | 425/469 [00:39<00:04, 10.78it/s, v_num=9, loss/train=0.176, alignment/train=0.073, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 91%|█████████ | 425/469 [00:39<00:04, 10.78it/s, v_num=9, loss/train=0.181, alignment/train=0.0704, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 91%|█████████ | 426/469 [00:39<00:03, 10.78it/s, v_num=9, loss/train=0.181, alignment/train=0.0704, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 91%|█████████ | 426/469 [00:39<00:03, 10.78it/s, v_num=9, loss/train=0.155, alignment/train=0.0803, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 91%|█████████ | 427/469 [00:39<00:03, 10.78it/s, v_num=9, loss/train=0.155, alignment/train=0.0803, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 91%|█████████ | 427/469 [00:39<00:03, 10.78it/s, v_num=9, loss/train=0.210, alignment/train=0.0907, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 91%|█████████▏| 428/469 [00:39<00:03, 10.78it/s, v_num=9, loss/train=0.210, alignment/train=0.0907, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 91%|█████████▏| 428/469 [00:39<00:03, 10.78it/s, v_num=9, loss/train=0.196, alignment/train=0.087, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 91%|█████████▏| 429/469 [00:39<00:03, 10.79it/s, v_num=9, loss/train=0.196, alignment/train=0.087, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 91%|█████████▏| 429/469 [00:39<00:03, 10.79it/s, v_num=9, loss/train=0.226, alignment/train=0.0848, uniformity/train=-3.52, contrastive_acc/train=0.984, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 92%|█████████▏| 430/469 [00:39<00:03, 10.79it/s, v_num=9, loss/train=0.226, alignment/train=0.0848, uniformity/train=-3.52, contrastive_acc/train=0.984, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 92%|█████████▏| 430/469 [00:39<00:03, 10.79it/s, v_num=9, loss/train=0.185, alignment/train=0.0702, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 92%|█████████▏| 431/469 [00:39<00:03, 10.78it/s, v_num=9, loss/train=0.185, alignment/train=0.0702, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 92%|█████████▏| 431/469 [00:39<00:03, 10.78it/s, v_num=9, loss/train=0.176, alignment/train=0.0722, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 92%|█████████▏| 432/469 [00:40<00:03, 10.78it/s, v_num=9, loss/train=0.176, alignment/train=0.0722, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 92%|█████████▏| 432/469 [00:40<00:03, 10.78it/s, v_num=9, loss/train=0.185, alignment/train=0.073, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 92%|█████████▏| 433/469 [00:40<00:03, 10.79it/s, v_num=9, loss/train=0.185, alignment/train=0.073, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 92%|█████████▏| 433/469 [00:40<00:03, 10.79it/s, v_num=9, loss/train=0.164, alignment/train=0.0785, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 93%|█████████▎| 434/469 [00:40<00:03, 10.77it/s, v_num=9, loss/train=0.164, alignment/train=0.0785, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 93%|█████████▎| 434/469 [00:40<00:03, 10.77it/s, v_num=9, loss/train=0.202, alignment/train=0.0754, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 93%|█████████▎| 435/469 [00:40<00:03, 10.78it/s, v_num=9, loss/train=0.202, alignment/train=0.0754, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 93%|█████████▎| 435/469 [00:40<00:03, 10.78it/s, v_num=9, loss/train=0.216, alignment/train=0.0846, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 93%|█████████▎| 436/469 [00:40<00:03, 10.79it/s, v_num=9, loss/train=0.216, alignment/train=0.0846, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 93%|█████████▎| 436/469 [00:40<00:03, 10.79it/s, v_num=9, loss/train=0.133, alignment/train=0.0721, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 93%|█████████▎| 437/469 [00:40<00:02, 10.80it/s, v_num=9, loss/train=0.133, alignment/train=0.0721, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 93%|█████████▎| 437/469 [00:40<00:02, 10.80it/s, v_num=9, loss/train=0.190, alignment/train=0.0818, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 93%|█████████▎| 438/469 [00:40<00:02, 10.80it/s, v_num=9, loss/train=0.190, alignment/train=0.0818, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 93%|█████████▎| 438/469 [00:40<00:02, 10.80it/s, v_num=9, loss/train=0.196, alignment/train=0.0768, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 94%|█████████▎| 439/469 [00:40<00:02, 10.80it/s, v_num=9, loss/train=0.196, alignment/train=0.0768, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 94%|█████████▎| 439/469 [00:40<00:02, 10.80it/s, v_num=9, loss/train=0.175, alignment/train=0.0802, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 94%|█████████▍| 440/469 [00:40<00:02, 10.80it/s, v_num=9, loss/train=0.175, alignment/train=0.0802, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 94%|█████████▍| 440/469 [00:40<00:02, 10.80it/s, v_num=9, loss/train=0.190, alignment/train=0.0928, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 94%|█████████▍| 441/469 [00:40<00:02, 10.79it/s, v_num=9, loss/train=0.190, alignment/train=0.0928, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 94%|█████████▍| 441/469 [00:40<00:02, 10.79it/s, v_num=9, loss/train=0.264, alignment/train=0.0838, uniformity/train=-3.47, contrastive_acc/train=0.980, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 94%|█████████▍| 442/469 [00:40<00:02, 10.79it/s, v_num=9, loss/train=0.264, alignment/train=0.0838, uniformity/train=-3.47, contrastive_acc/train=0.980, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 94%|█████████▍| 442/469 [00:40<00:02, 10.79it/s, v_num=9, loss/train=0.235, alignment/train=0.0817, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 94%|█████████▍| 443/469 [00:41<00:02, 10.80it/s, v_num=9, loss/train=0.235, alignment/train=0.0817, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 94%|█████████▍| 443/469 [00:41<00:02, 10.80it/s, v_num=9, loss/train=0.170, alignment/train=0.0701, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 95%|█████████▍| 444/469 [00:41<00:02, 10.80it/s, v_num=9, loss/train=0.170, alignment/train=0.0701, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 95%|█████████▍| 444/469 [00:41<00:02, 10.80it/s, v_num=9, loss/train=0.191, alignment/train=0.0786, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 95%|█████████▍| 445/469 [00:41<00:02, 10.79it/s, v_num=9, loss/train=0.191, alignment/train=0.0786, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 95%|█████████▍| 445/469 [00:41<00:02, 10.79it/s, v_num=9, loss/train=0.184, alignment/train=0.081, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 95%|█████████▌| 446/469 [00:41<00:02, 10.80it/s, v_num=9, loss/train=0.184, alignment/train=0.081, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 95%|█████████▌| 446/469 [00:41<00:02, 10.80it/s, v_num=9, loss/train=0.201, alignment/train=0.082, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 95%|█████████▌| 447/469 [00:41<00:02, 10.80it/s, v_num=9, loss/train=0.201, alignment/train=0.082, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 95%|█████████▌| 447/469 [00:41<00:02, 10.80it/s, v_num=9, loss/train=0.197, alignment/train=0.0769, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 96%|█████████▌| 448/469 [00:41<00:01, 10.80it/s, v_num=9, loss/train=0.197, alignment/train=0.0769, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 96%|█████████▌| 448/469 [00:41<00:01, 10.80it/s, v_num=9, loss/train=0.175, alignment/train=0.075, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 96%|█████████▌| 449/469 [00:41<00:01, 10.80it/s, v_num=9, loss/train=0.175, alignment/train=0.075, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 96%|█████████▌| 449/469 [00:41<00:01, 10.80it/s, v_num=9, loss/train=0.192, alignment/train=0.0918, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 96%|█████████▌| 450/469 [00:41<00:01, 10.81it/s, v_num=9, loss/train=0.192, alignment/train=0.0918, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 96%|█████████▌| 450/469 [00:41<00:01, 10.81it/s, v_num=9, loss/train=0.195, alignment/train=0.0835, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 96%|█████████▌| 451/469 [00:41<00:01, 10.82it/s, v_num=9, loss/train=0.195, alignment/train=0.0835, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 96%|█████████▌| 451/469 [00:41<00:01, 10.82it/s, v_num=9, loss/train=0.171, alignment/train=0.0838, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 96%|█████████▋| 452/469 [00:41<00:01, 10.84it/s, v_num=9, loss/train=0.171, alignment/train=0.0838, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 96%|█████████▋| 452/469 [00:41<00:01, 10.84it/s, v_num=9, loss/train=0.189, alignment/train=0.0913, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 97%|█████████▋| 453/469 [00:41<00:01, 10.85it/s, v_num=9, loss/train=0.189, alignment/train=0.0913, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 97%|█████████▋| 453/469 [00:41<00:01, 10.85it/s, v_num=9, loss/train=0.160, alignment/train=0.0754, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 97%|█████████▋| 454/469 [00:41<00:01, 10.87it/s, v_num=9, loss/train=0.160, alignment/train=0.0754, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 97%|█████████▋| 454/469 [00:41<00:01, 10.87it/s, v_num=9, loss/train=0.194, alignment/train=0.0737, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 97%|█████████▋| 455/469 [00:41<00:01, 10.88it/s, v_num=9, loss/train=0.194, alignment/train=0.0737, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 97%|█████████▋| 455/469 [00:41<00:01, 10.88it/s, v_num=9, loss/train=0.211, alignment/train=0.0749, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 97%|█████████▋| 456/469 [00:41<00:01, 10.90it/s, v_num=9, loss/train=0.211, alignment/train=0.0749, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 97%|█████████▋| 456/469 [00:41<00:01, 10.90it/s, v_num=9, loss/train=0.204, alignment/train=0.0855, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 97%|█████████▋| 457/469 [00:41<00:01, 10.91it/s, v_num=9, loss/train=0.204, alignment/train=0.0855, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 97%|█████████▋| 457/469 [00:41<00:01, 10.91it/s, v_num=9, loss/train=0.161, alignment/train=0.0789, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 98%|█████████▊| 458/469 [00:41<00:01, 10.92it/s, v_num=9, loss/train=0.161, alignment/train=0.0789, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 98%|█████████▊| 458/469 [00:41<00:01, 10.92it/s, v_num=9, loss/train=0.169, alignment/train=0.0832, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 98%|█████████▊| 459/469 [00:41<00:00, 10.94it/s, v_num=9, loss/train=0.169, alignment/train=0.0832, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 98%|█████████▊| 459/469 [00:41<00:00, 10.94it/s, v_num=9, loss/train=0.184, alignment/train=0.0811, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 98%|█████████▊| 460/469 [00:42<00:00, 10.95it/s, v_num=9, loss/train=0.184, alignment/train=0.0811, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 98%|█████████▊| 460/469 [00:42<00:00, 10.95it/s, v_num=9, loss/train=0.173, alignment/train=0.0911, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 98%|█████████▊| 461/469 [00:42<00:00, 10.97it/s, v_num=9, loss/train=0.173, alignment/train=0.0911, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 98%|█████████▊| 461/469 [00:42<00:00, 10.97it/s, v_num=9, loss/train=0.183, alignment/train=0.0741, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 99%|█████████▊| 462/469 [00:42<00:00, 10.98it/s, v_num=9, loss/train=0.183, alignment/train=0.0741, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 99%|█████████▊| 462/469 [00:42<00:00, 10.98it/s, v_num=9, loss/train=0.184, alignment/train=0.094, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 99%|█████████▊| 463/469 [00:42<00:00, 10.99it/s, v_num=9, loss/train=0.184, alignment/train=0.094, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 99%|█████████▊| 463/469 [00:42<00:00, 10.99it/s, v_num=9, loss/train=0.229, alignment/train=0.0942, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 99%|█████████▉| 464/469 [00:42<00:00, 11.01it/s, v_num=9, loss/train=0.229, alignment/train=0.0942, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 99%|█████████▉| 464/469 [00:42<00:00, 11.01it/s, v_num=9, loss/train=0.201, alignment/train=0.0797, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 99%|█████████▉| 465/469 [00:42<00:00, 11.02it/s, v_num=9, loss/train=0.201, alignment/train=0.0797, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 99%|█████████▉| 465/469 [00:42<00:00, 11.02it/s, v_num=9, loss/train=0.201, alignment/train=0.0816, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 99%|█████████▉| 466/469 [00:42<00:00, 11.04it/s, v_num=9, loss/train=0.201, alignment/train=0.0816, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 99%|█████████▉| 466/469 [00:42<00:00, 11.04it/s, v_num=9, loss/train=0.207, alignment/train=0.0818, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 100%|█████████▉| 467/469 [00:42<00:00, 11.05it/s, v_num=9, loss/train=0.207, alignment/train=0.0818, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 100%|█████████▉| 467/469 [00:42<00:00, 11.05it/s, v_num=9, loss/train=0.174, alignment/train=0.0823, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 100%|█████████▉| 468/469 [00:42<00:00, 11.06it/s, v_num=9, loss/train=0.174, alignment/train=0.0823, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 100%|█████████▉| 468/469 [00:42<00:00, 11.06it/s, v_num=9, loss/train=0.200, alignment/train=0.0831, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 100%|██████████| 469/469 [00:42<00:00, 11.07it/s, v_num=9, loss/train=0.200, alignment/train=0.0831, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 100%|██████████| 469/469 [00:42<00:00, 11.07it/s, v_num=9, loss/train=0.183, alignment/train=0.107, uniformity/train=-3.51, contrastive_acc/train=0.990, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
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Epoch 16: 100%|██████████| 469/469 [00:48<00:00, 9.72it/s, v_num=9, loss/train=0.183, alignment/train=0.107, uniformity/train=-3.51, contrastive_acc/train=0.990, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 100%|██████████| 469/469 [00:48<00:00, 9.72it/s, v_num=9, loss/train=0.183, alignment/train=0.107, uniformity/train=-3.51, contrastive_acc/train=0.990, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 0%| | 0/469 [00:00<?, ?it/s, v_num=9, loss/train=0.183, alignment/train=0.107, uniformity/train=-3.51, contrastive_acc/train=0.990, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 0%| | 0/469 [00:00<?, ?it/s, v_num=9, loss/train=0.183, alignment/train=0.107, uniformity/train=-3.51, contrastive_acc/train=0.990, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 0%| | 1/469 [00:01<13:00, 0.60it/s, v_num=9, loss/train=0.183, alignment/train=0.107, uniformity/train=-3.51, contrastive_acc/train=0.990, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 0%| | 1/469 [00:01<13:01, 0.60it/s, v_num=9, loss/train=0.164, alignment/train=0.0892, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 0%| | 2/469 [00:01<06:44, 1.15it/s, v_num=9, loss/train=0.164, alignment/train=0.0892, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 0%| | 2/469 [00:01<06:44, 1.15it/s, v_num=9, loss/train=0.182, alignment/train=0.0755, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 1%| | 3/469 [00:01<04:41, 1.66it/s, v_num=9, loss/train=0.182, alignment/train=0.0755, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 1%| | 3/469 [00:01<04:41, 1.65it/s, v_num=9, loss/train=0.219, alignment/train=0.0918, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 1%| | 4/469 [00:01<03:48, 2.03it/s, v_num=9, loss/train=0.219, alignment/train=0.0918, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 1%| | 4/469 [00:01<03:48, 2.03it/s, v_num=9, loss/train=0.183, alignment/train=0.0782, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 1%| | 5/469 [00:02<03:07, 2.47it/s, v_num=9, loss/train=0.183, alignment/train=0.0782, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 1%| | 5/469 [00:02<03:07, 2.47it/s, v_num=9, loss/train=0.207, alignment/train=0.0908, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 1%|▏ | 6/469 [00:02<02:40, 2.88it/s, v_num=9, loss/train=0.207, alignment/train=0.0908, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 1%|▏ | 6/469 [00:02<02:40, 2.88it/s, v_num=9, loss/train=0.160, alignment/train=0.0754, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 1%|▏ | 7/469 [00:02<02:21, 3.27it/s, v_num=9, loss/train=0.160, alignment/train=0.0754, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 1%|▏ | 7/469 [00:02<02:21, 3.27it/s, v_num=9, loss/train=0.180, alignment/train=0.0884, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 2%|▏ | 8/469 [00:02<02:06, 3.64it/s, v_num=9, loss/train=0.180, alignment/train=0.0884, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 2%|▏ | 8/469 [00:02<02:06, 3.64it/s, v_num=9, loss/train=0.186, alignment/train=0.0771, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 2%|▏ | 9/469 [00:02<01:56, 3.94it/s, v_num=9, loss/train=0.186, alignment/train=0.0771, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 2%|▏ | 9/469 [00:02<01:56, 3.94it/s, v_num=9, loss/train=0.166, alignment/train=0.0736, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 2%|▏ | 10/469 [00:02<01:52, 4.07it/s, v_num=9, loss/train=0.166, alignment/train=0.0736, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 2%|▏ | 10/469 [00:02<01:52, 4.07it/s, v_num=9, loss/train=0.201, alignment/train=0.0885, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 2%|▏ | 11/469 [00:02<01:46, 4.29it/s, v_num=9, loss/train=0.201, alignment/train=0.0885, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 2%|▏ | 11/469 [00:02<01:46, 4.29it/s, v_num=9, loss/train=0.201, alignment/train=0.0781, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 3%|▎ | 12/469 [00:02<01:39, 4.58it/s, v_num=9, loss/train=0.201, alignment/train=0.0781, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 3%|▎ | 12/469 [00:02<01:39, 4.58it/s, v_num=9, loss/train=0.180, alignment/train=0.0705, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 3%|▎ | 13/469 [00:02<01:35, 4.79it/s, v_num=9, loss/train=0.180, alignment/train=0.0705, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 3%|▎ | 13/469 [00:02<01:35, 4.79it/s, v_num=9, loss/train=0.197, alignment/train=0.0935, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 3%|▎ | 14/469 [00:02<01:31, 4.99it/s, v_num=9, loss/train=0.197, alignment/train=0.0935, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 3%|▎ | 14/469 [00:02<01:31, 4.99it/s, v_num=9, loss/train=0.179, alignment/train=0.0783, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 3%|▎ | 15/469 [00:02<01:26, 5.23it/s, v_num=9, loss/train=0.179, alignment/train=0.0783, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 3%|▎ | 15/469 [00:02<01:26, 5.23it/s, v_num=9, loss/train=0.194, alignment/train=0.0908, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 3%|▎ | 16/469 [00:02<01:23, 5.43it/s, v_num=9, loss/train=0.194, alignment/train=0.0908, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 3%|▎ | 16/469 [00:02<01:23, 5.43it/s, v_num=9, loss/train=0.166, alignment/train=0.0812, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 4%|▎ | 17/469 [00:03<01:21, 5.55it/s, v_num=9, loss/train=0.166, alignment/train=0.0812, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 4%|▎ | 17/469 [00:03<01:21, 5.54it/s, v_num=9, loss/train=0.160, alignment/train=0.0884, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 4%|▍ | 18/469 [00:03<01:19, 5.67it/s, v_num=9, loss/train=0.160, alignment/train=0.0884, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 4%|▍ | 18/469 [00:03<01:19, 5.67it/s, v_num=9, loss/train=0.190, alignment/train=0.0748, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 4%|▍ | 19/469 [00:03<01:16, 5.89it/s, v_num=9, loss/train=0.190, alignment/train=0.0748, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 4%|▍ | 19/469 [00:03<01:16, 5.89it/s, v_num=9, loss/train=0.200, alignment/train=0.0855, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 4%|▍ | 20/469 [00:03<01:14, 6.00it/s, v_num=9, loss/train=0.200, alignment/train=0.0855, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 4%|▍ | 20/469 [00:03<01:14, 6.00it/s, v_num=9, loss/train=0.171, alignment/train=0.0748, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 4%|▍ | 21/469 [00:03<01:13, 6.07it/s, v_num=9, loss/train=0.171, alignment/train=0.0748, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 4%|▍ | 21/469 [00:03<01:13, 6.07it/s, v_num=9, loss/train=0.226, alignment/train=0.0924, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 5%|▍ | 22/469 [00:03<01:11, 6.24it/s, v_num=9, loss/train=0.226, alignment/train=0.0924, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 5%|▍ | 22/469 [00:03<01:11, 6.24it/s, v_num=9, loss/train=0.186, alignment/train=0.0765, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 5%|▍ | 23/469 [00:03<01:09, 6.41it/s, v_num=9, loss/train=0.186, alignment/train=0.0765, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 5%|▍ | 23/469 [00:03<01:09, 6.41it/s, v_num=9, loss/train=0.214, alignment/train=0.0922, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 5%|▌ | 24/469 [00:03<01:07, 6.59it/s, v_num=9, loss/train=0.214, alignment/train=0.0922, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 5%|▌ | 24/469 [00:03<01:07, 6.59it/s, v_num=9, loss/train=0.194, alignment/train=0.0878, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 5%|▌ | 25/469 [00:03<01:06, 6.66it/s, v_num=9, loss/train=0.194, alignment/train=0.0878, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 5%|▌ | 25/469 [00:03<01:06, 6.65it/s, v_num=9, loss/train=0.205, alignment/train=0.0743, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 6%|▌ | 26/469 [00:03<01:06, 6.69it/s, v_num=9, loss/train=0.205, alignment/train=0.0743, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 6%|▌ | 26/469 [00:03<01:06, 6.69it/s, v_num=9, loss/train=0.196, alignment/train=0.0837, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 6%|▌ | 27/469 [00:03<01:04, 6.84it/s, v_num=9, loss/train=0.196, alignment/train=0.0837, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 6%|▌ | 27/469 [00:03<01:04, 6.84it/s, v_num=9, loss/train=0.184, alignment/train=0.0764, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 6%|▌ | 28/469 [00:04<01:03, 6.99it/s, v_num=9, loss/train=0.184, alignment/train=0.0764, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 6%|▌ | 28/469 [00:04<01:03, 6.99it/s, v_num=9, loss/train=0.206, alignment/train=0.0846, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 6%|▌ | 29/469 [00:04<01:01, 7.14it/s, v_num=9, loss/train=0.206, alignment/train=0.0846, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 6%|▌ | 29/469 [00:04<01:01, 7.14it/s, v_num=9, loss/train=0.199, alignment/train=0.0958, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 6%|▋ | 30/469 [00:04<01:02, 7.00it/s, v_num=9, loss/train=0.199, alignment/train=0.0958, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 6%|▋ | 30/469 [00:04<01:02, 7.00it/s, v_num=9, loss/train=0.223, alignment/train=0.0796, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 7%|▋ | 31/469 [00:04<01:01, 7.14it/s, v_num=9, loss/train=0.223, alignment/train=0.0796, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 7%|▋ | 31/469 [00:04<01:01, 7.14it/s, v_num=9, loss/train=0.172, alignment/train=0.0831, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 7%|▋ | 32/469 [00:04<01:00, 7.28it/s, v_num=9, loss/train=0.172, alignment/train=0.0831, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 7%|▋ | 32/469 [00:04<01:00, 7.28it/s, v_num=9, loss/train=0.143, alignment/train=0.0765, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 7%|▋ | 33/469 [00:04<00:59, 7.35it/s, v_num=9, loss/train=0.143, alignment/train=0.0765, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 7%|▋ | 33/469 [00:04<00:59, 7.35it/s, v_num=9, loss/train=0.157, alignment/train=0.0801, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 7%|▋ | 34/469 [00:04<00:58, 7.41it/s, v_num=9, loss/train=0.157, alignment/train=0.0801, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 7%|▋ | 34/469 [00:04<00:58, 7.41it/s, v_num=9, loss/train=0.213, alignment/train=0.0898, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 7%|▋ | 35/469 [00:04<00:58, 7.46it/s, v_num=9, loss/train=0.213, alignment/train=0.0898, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 7%|▋ | 35/469 [00:04<00:58, 7.46it/s, v_num=9, loss/train=0.217, alignment/train=0.0909, uniformity/train=-3.55, contrastive_acc/train=0.984, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 8%|▊ | 36/469 [00:04<00:57, 7.58it/s, v_num=9, loss/train=0.217, alignment/train=0.0909, uniformity/train=-3.55, contrastive_acc/train=0.984, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 8%|▊ | 36/469 [00:04<00:57, 7.58it/s, v_num=9, loss/train=0.194, alignment/train=0.0778, uniformity/train=-3.54, contrastive_acc/train=0.988, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 8%|▊ | 37/469 [00:04<00:56, 7.70it/s, v_num=9, loss/train=0.194, alignment/train=0.0778, uniformity/train=-3.54, contrastive_acc/train=0.988, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 8%|▊ | 37/469 [00:04<00:56, 7.70it/s, v_num=9, loss/train=0.153, alignment/train=0.080, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 8%|▊ | 38/469 [00:04<00:55, 7.80it/s, v_num=9, loss/train=0.153, alignment/train=0.080, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 8%|▊ | 38/469 [00:04<00:55, 7.80it/s, v_num=9, loss/train=0.182, alignment/train=0.0804, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 8%|▊ | 39/469 [00:04<00:54, 7.87it/s, v_num=9, loss/train=0.182, alignment/train=0.0804, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 8%|▊ | 39/469 [00:04<00:54, 7.87it/s, v_num=9, loss/train=0.178, alignment/train=0.0786, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 9%|▊ | 40/469 [00:05<00:55, 7.80it/s, v_num=9, loss/train=0.178, alignment/train=0.0786, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 9%|▊ | 40/469 [00:05<00:55, 7.80it/s, v_num=9, loss/train=0.197, alignment/train=0.0878, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 9%|▊ | 41/469 [00:05<00:54, 7.82it/s, v_num=9, loss/train=0.197, alignment/train=0.0878, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 9%|▊ | 41/469 [00:05<00:54, 7.82it/s, v_num=9, loss/train=0.218, alignment/train=0.0841, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 9%|▉ | 42/469 [00:05<00:53, 7.93it/s, v_num=9, loss/train=0.218, alignment/train=0.0841, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 9%|▉ | 42/469 [00:05<00:53, 7.93it/s, v_num=9, loss/train=0.181, alignment/train=0.0824, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 9%|▉ | 43/469 [00:05<00:53, 7.96it/s, v_num=9, loss/train=0.181, alignment/train=0.0824, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 9%|▉ | 43/469 [00:05<00:53, 7.96it/s, v_num=9, loss/train=0.213, alignment/train=0.0876, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 9%|▉ | 44/469 [00:05<00:53, 8.02it/s, v_num=9, loss/train=0.213, alignment/train=0.0876, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 9%|▉ | 44/469 [00:05<00:53, 8.01it/s, v_num=9, loss/train=0.189, alignment/train=0.0837, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 10%|▉ | 45/469 [00:05<00:52, 8.01it/s, v_num=9, loss/train=0.189, alignment/train=0.0837, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 10%|▉ | 45/469 [00:05<00:52, 8.01it/s, v_num=9, loss/train=0.165, alignment/train=0.0848, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 10%|▉ | 46/469 [00:05<00:52, 8.11it/s, v_num=9, loss/train=0.165, alignment/train=0.0848, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 10%|▉ | 46/469 [00:05<00:52, 8.11it/s, v_num=9, loss/train=0.216, alignment/train=0.0736, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 10%|█ | 47/469 [00:05<00:51, 8.14it/s, v_num=9, loss/train=0.216, alignment/train=0.0736, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 10%|█ | 47/469 [00:05<00:51, 8.14it/s, v_num=9, loss/train=0.167, alignment/train=0.0921, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 10%|█ | 48/469 [00:05<00:51, 8.20it/s, v_num=9, loss/train=0.167, alignment/train=0.0921, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 10%|█ | 48/469 [00:05<00:51, 8.20it/s, v_num=9, loss/train=0.179, alignment/train=0.0879, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 10%|█ | 49/469 [00:05<00:50, 8.29it/s, v_num=9, loss/train=0.179, alignment/train=0.0879, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 10%|█ | 49/469 [00:05<00:50, 8.29it/s, v_num=9, loss/train=0.164, alignment/train=0.0818, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 11%|█ | 50/469 [00:06<00:50, 8.32it/s, v_num=9, loss/train=0.164, alignment/train=0.0818, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 11%|█ | 50/469 [00:06<00:50, 8.32it/s, v_num=9, loss/train=0.157, alignment/train=0.0668, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 11%|█ | 51/469 [00:06<00:49, 8.37it/s, v_num=9, loss/train=0.157, alignment/train=0.0668, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 11%|█ | 51/469 [00:06<00:49, 8.37it/s, v_num=9, loss/train=0.199, alignment/train=0.0893, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 11%|█ | 52/469 [00:06<00:49, 8.38it/s, v_num=9, loss/train=0.199, alignment/train=0.0893, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 11%|█ | 52/469 [00:06<00:49, 8.38it/s, v_num=9, loss/train=0.163, alignment/train=0.0756, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 11%|█▏ | 53/469 [00:06<00:49, 8.46it/s, v_num=9, loss/train=0.163, alignment/train=0.0756, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 11%|█▏ | 53/469 [00:06<00:49, 8.46it/s, v_num=9, loss/train=0.188, alignment/train=0.0764, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 12%|█▏ | 54/469 [00:06<00:48, 8.54it/s, v_num=9, loss/train=0.188, alignment/train=0.0764, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 12%|█▏ | 54/469 [00:06<00:48, 8.54it/s, v_num=9, loss/train=0.177, alignment/train=0.0729, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 12%|█▏ | 55/469 [00:06<00:48, 8.45it/s, v_num=9, loss/train=0.177, alignment/train=0.0729, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 12%|█▏ | 55/469 [00:06<00:48, 8.45it/s, v_num=9, loss/train=0.176, alignment/train=0.0751, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 12%|█▏ | 56/469 [00:06<00:48, 8.52it/s, v_num=9, loss/train=0.176, alignment/train=0.0751, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 12%|█▏ | 56/469 [00:06<00:48, 8.52it/s, v_num=9, loss/train=0.160, alignment/train=0.0759, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 12%|█▏ | 57/469 [00:06<00:47, 8.60it/s, v_num=9, loss/train=0.160, alignment/train=0.0759, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 12%|█▏ | 57/469 [00:06<00:47, 8.60it/s, v_num=9, loss/train=0.186, alignment/train=0.0782, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 12%|█▏ | 58/469 [00:06<00:47, 8.67it/s, v_num=9, loss/train=0.186, alignment/train=0.0782, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 12%|█▏ | 58/469 [00:06<00:47, 8.67it/s, v_num=9, loss/train=0.193, alignment/train=0.0793, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 13%|█▎ | 59/469 [00:06<00:46, 8.74it/s, v_num=9, loss/train=0.193, alignment/train=0.0793, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 13%|█▎ | 59/469 [00:06<00:46, 8.74it/s, v_num=9, loss/train=0.193, alignment/train=0.0807, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 13%|█▎ | 60/469 [00:06<00:46, 8.73it/s, v_num=9, loss/train=0.193, alignment/train=0.0807, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 13%|█▎ | 60/469 [00:06<00:46, 8.73it/s, v_num=9, loss/train=0.190, alignment/train=0.0801, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 13%|█▎ | 61/469 [00:06<00:46, 8.72it/s, v_num=9, loss/train=0.190, alignment/train=0.0801, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 13%|█▎ | 61/469 [00:06<00:46, 8.72it/s, v_num=9, loss/train=0.146, alignment/train=0.0712, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 13%|█▎ | 62/469 [00:07<00:46, 8.74it/s, v_num=9, loss/train=0.146, alignment/train=0.0712, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 13%|█▎ | 62/469 [00:07<00:46, 8.74it/s, v_num=9, loss/train=0.177, alignment/train=0.0805, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 13%|█▎ | 63/469 [00:07<00:46, 8.74it/s, v_num=9, loss/train=0.177, alignment/train=0.0805, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 13%|█▎ | 63/469 [00:07<00:46, 8.74it/s, v_num=9, loss/train=0.216, alignment/train=0.0911, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 14%|█▎ | 64/469 [00:07<00:45, 8.81it/s, v_num=9, loss/train=0.216, alignment/train=0.0911, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 14%|█▎ | 64/469 [00:07<00:45, 8.81it/s, v_num=9, loss/train=0.176, alignment/train=0.0827, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 14%|█▍ | 65/469 [00:07<00:45, 8.85it/s, v_num=9, loss/train=0.176, alignment/train=0.0827, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 14%|█▍ | 65/469 [00:07<00:45, 8.85it/s, v_num=9, loss/train=0.169, alignment/train=0.0837, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 14%|█▍ | 66/469 [00:07<00:45, 8.87it/s, v_num=9, loss/train=0.169, alignment/train=0.0837, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 14%|█▍ | 66/469 [00:07<00:45, 8.87it/s, v_num=9, loss/train=0.178, alignment/train=0.0804, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 14%|█▍ | 67/469 [00:07<00:45, 8.93it/s, v_num=9, loss/train=0.178, alignment/train=0.0804, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 14%|█▍ | 67/469 [00:07<00:45, 8.93it/s, v_num=9, loss/train=0.214, alignment/train=0.0802, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 14%|█▍ | 68/469 [00:07<00:44, 8.93it/s, v_num=9, loss/train=0.214, alignment/train=0.0802, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 14%|█▍ | 68/469 [00:07<00:44, 8.93it/s, v_num=9, loss/train=0.184, alignment/train=0.0748, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 15%|█▍ | 69/469 [00:07<00:44, 8.99it/s, v_num=9, loss/train=0.184, alignment/train=0.0748, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 15%|█▍ | 69/469 [00:07<00:44, 8.99it/s, v_num=9, loss/train=0.197, alignment/train=0.087, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 15%|█▍ | 70/469 [00:07<00:44, 9.06it/s, v_num=9, loss/train=0.197, alignment/train=0.087, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 15%|█▍ | 70/469 [00:07<00:44, 9.06it/s, v_num=9, loss/train=0.189, alignment/train=0.0915, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 15%|█▌ | 71/469 [00:07<00:43, 9.05it/s, v_num=9, loss/train=0.189, alignment/train=0.0915, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 15%|█▌ | 71/469 [00:07<00:44, 9.05it/s, v_num=9, loss/train=0.187, alignment/train=0.0813, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 15%|█▌ | 72/469 [00:07<00:43, 9.03it/s, v_num=9, loss/train=0.187, alignment/train=0.0813, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 15%|█▌ | 72/469 [00:07<00:43, 9.03it/s, v_num=9, loss/train=0.225, alignment/train=0.0753, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 16%|█▌ | 73/469 [00:08<00:43, 9.05it/s, v_num=9, loss/train=0.225, alignment/train=0.0753, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 16%|█▌ | 73/469 [00:08<00:43, 9.05it/s, v_num=9, loss/train=0.193, alignment/train=0.0811, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 16%|█▌ | 74/469 [00:08<00:43, 9.06it/s, v_num=9, loss/train=0.193, alignment/train=0.0811, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 16%|█▌ | 74/469 [00:08<00:43, 9.06it/s, v_num=9, loss/train=0.182, alignment/train=0.0872, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 16%|█▌ | 75/469 [00:08<00:43, 9.12it/s, v_num=9, loss/train=0.182, alignment/train=0.0872, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 16%|█▌ | 75/469 [00:08<00:43, 9.12it/s, v_num=9, loss/train=0.169, alignment/train=0.0807, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 16%|█▌ | 76/469 [00:08<00:42, 9.15it/s, v_num=9, loss/train=0.169, alignment/train=0.0807, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 16%|█▌ | 76/469 [00:08<00:42, 9.15it/s, v_num=9, loss/train=0.184, alignment/train=0.0814, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 16%|█▋ | 77/469 [00:08<00:42, 9.17it/s, v_num=9, loss/train=0.184, alignment/train=0.0814, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 16%|█▋ | 77/469 [00:08<00:42, 9.17it/s, v_num=9, loss/train=0.156, alignment/train=0.0743, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 17%|█▋ | 78/469 [00:08<00:42, 9.19it/s, v_num=9, loss/train=0.156, alignment/train=0.0743, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 17%|█▋ | 78/469 [00:08<00:42, 9.19it/s, v_num=9, loss/train=0.162, alignment/train=0.0786, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 17%|█▋ | 79/469 [00:08<00:42, 9.21it/s, v_num=9, loss/train=0.162, alignment/train=0.0786, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 17%|█▋ | 79/469 [00:08<00:42, 9.21it/s, v_num=9, loss/train=0.153, alignment/train=0.0757, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 17%|█▋ | 80/469 [00:08<00:42, 9.26it/s, v_num=9, loss/train=0.153, alignment/train=0.0757, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 17%|█▋ | 80/469 [00:08<00:42, 9.26it/s, v_num=9, loss/train=0.174, alignment/train=0.0866, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 17%|█▋ | 81/469 [00:08<00:41, 9.27it/s, v_num=9, loss/train=0.174, alignment/train=0.0866, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 17%|█▋ | 81/469 [00:08<00:41, 9.27it/s, v_num=9, loss/train=0.177, alignment/train=0.0823, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 17%|█▋ | 82/469 [00:08<00:41, 9.26it/s, v_num=9, loss/train=0.177, alignment/train=0.0823, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 17%|█▋ | 82/469 [00:08<00:41, 9.26it/s, v_num=9, loss/train=0.217, alignment/train=0.0882, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 18%|█▊ | 83/469 [00:08<00:41, 9.31it/s, v_num=9, loss/train=0.217, alignment/train=0.0882, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 18%|█▊ | 83/469 [00:08<00:41, 9.30it/s, v_num=9, loss/train=0.181, alignment/train=0.0884, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 18%|█▊ | 84/469 [00:09<00:41, 9.33it/s, v_num=9, loss/train=0.181, alignment/train=0.0884, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 18%|█▊ | 84/469 [00:09<00:41, 9.32it/s, v_num=9, loss/train=0.195, alignment/train=0.084, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 18%|█▊ | 85/469 [00:09<00:40, 9.37it/s, v_num=9, loss/train=0.195, alignment/train=0.084, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 18%|█▊ | 85/469 [00:09<00:40, 9.37it/s, v_num=9, loss/train=0.183, alignment/train=0.0914, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 18%|█▊ | 86/469 [00:09<00:40, 9.36it/s, v_num=9, loss/train=0.183, alignment/train=0.0914, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 18%|█▊ | 86/469 [00:09<00:40, 9.36it/s, v_num=9, loss/train=0.236, alignment/train=0.103, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 19%|█▊ | 87/469 [00:09<00:40, 9.35it/s, v_num=9, loss/train=0.236, alignment/train=0.103, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 19%|█▊ | 87/469 [00:09<00:40, 9.35it/s, v_num=9, loss/train=0.166, alignment/train=0.0757, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 19%|█▉ | 88/469 [00:09<00:40, 9.40it/s, v_num=9, loss/train=0.166, alignment/train=0.0757, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 19%|█▉ | 88/469 [00:09<00:40, 9.40it/s, v_num=9, loss/train=0.175, alignment/train=0.0867, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 19%|█▉ | 89/469 [00:09<00:40, 9.41it/s, v_num=9, loss/train=0.175, alignment/train=0.0867, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 19%|█▉ | 89/469 [00:09<00:40, 9.41it/s, v_num=9, loss/train=0.210, alignment/train=0.0773, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 19%|█▉ | 90/469 [00:09<00:40, 9.46it/s, v_num=9, loss/train=0.210, alignment/train=0.0773, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 19%|█▉ | 90/469 [00:09<00:40, 9.46it/s, v_num=9, loss/train=0.184, alignment/train=0.0785, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 19%|█▉ | 91/469 [00:09<00:40, 9.41it/s, v_num=9, loss/train=0.184, alignment/train=0.0785, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 19%|█▉ | 91/469 [00:09<00:40, 9.41it/s, v_num=9, loss/train=0.185, alignment/train=0.085, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 20%|█▉ | 92/469 [00:09<00:39, 9.44it/s, v_num=9, loss/train=0.185, alignment/train=0.085, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 20%|█▉ | 92/469 [00:09<00:39, 9.44it/s, v_num=9, loss/train=0.217, alignment/train=0.0785, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 20%|█▉ | 93/469 [00:09<00:39, 9.48it/s, v_num=9, loss/train=0.217, alignment/train=0.0785, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 20%|█▉ | 93/469 [00:09<00:39, 9.48it/s, v_num=9, loss/train=0.180, alignment/train=0.0819, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 20%|██ | 94/469 [00:09<00:39, 9.48it/s, v_num=9, loss/train=0.180, alignment/train=0.0819, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 20%|██ | 94/469 [00:09<00:39, 9.48it/s, v_num=9, loss/train=0.185, alignment/train=0.0763, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 20%|██ | 95/469 [00:09<00:39, 9.51it/s, v_num=9, loss/train=0.185, alignment/train=0.0763, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 20%|██ | 95/469 [00:09<00:39, 9.51it/s, v_num=9, loss/train=0.180, alignment/train=0.0756, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 20%|██ | 96/469 [00:10<00:39, 9.55it/s, v_num=9, loss/train=0.180, alignment/train=0.0756, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 20%|██ | 96/469 [00:10<00:39, 9.55it/s, v_num=9, loss/train=0.206, alignment/train=0.0801, uniformity/train=-3.53, contrastive_acc/train=0.988, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 21%|██ | 97/469 [00:10<00:38, 9.57it/s, v_num=9, loss/train=0.206, alignment/train=0.0801, uniformity/train=-3.53, contrastive_acc/train=0.988, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 21%|██ | 97/469 [00:10<00:38, 9.57it/s, v_num=9, loss/train=0.209, alignment/train=0.0729, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 21%|██ | 98/469 [00:10<00:38, 9.52it/s, v_num=9, loss/train=0.209, alignment/train=0.0729, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 21%|██ | 98/469 [00:10<00:38, 9.52it/s, v_num=9, loss/train=0.167, alignment/train=0.0719, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 21%|██ | 99/469 [00:10<00:38, 9.56it/s, v_num=9, loss/train=0.167, alignment/train=0.0719, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 21%|██ | 99/469 [00:10<00:38, 9.56it/s, v_num=9, loss/train=0.174, alignment/train=0.0718, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 21%|██▏ | 100/469 [00:10<00:38, 9.60it/s, v_num=9, loss/train=0.174, alignment/train=0.0718, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 21%|██▏ | 100/469 [00:10<00:38, 9.60it/s, v_num=9, loss/train=0.195, alignment/train=0.0688, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 22%|██▏ | 101/469 [00:10<00:38, 9.63it/s, v_num=9, loss/train=0.195, alignment/train=0.0688, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 22%|██▏ | 101/469 [00:10<00:38, 9.63it/s, v_num=9, loss/train=0.204, alignment/train=0.0893, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 22%|██▏ | 102/469 [00:10<00:38, 9.57it/s, v_num=9, loss/train=0.204, alignment/train=0.0893, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 22%|██▏ | 102/469 [00:10<00:38, 9.57it/s, v_num=9, loss/train=0.186, alignment/train=0.0858, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 22%|██▏ | 103/469 [00:10<00:38, 9.60it/s, v_num=9, loss/train=0.186, alignment/train=0.0858, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 22%|██▏ | 103/469 [00:10<00:38, 9.60it/s, v_num=9, loss/train=0.193, alignment/train=0.0885, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 22%|██▏ | 104/469 [00:10<00:37, 9.64it/s, v_num=9, loss/train=0.193, alignment/train=0.0885, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 22%|██▏ | 104/469 [00:10<00:37, 9.64it/s, v_num=9, loss/train=0.183, alignment/train=0.0736, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 22%|██▏ | 105/469 [00:10<00:37, 9.68it/s, v_num=9, loss/train=0.183, alignment/train=0.0736, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 22%|██▏ | 105/469 [00:10<00:37, 9.68it/s, v_num=9, loss/train=0.182, alignment/train=0.0751, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 23%|██▎ | 106/469 [00:10<00:37, 9.68it/s, v_num=9, loss/train=0.182, alignment/train=0.0751, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 23%|██▎ | 106/469 [00:10<00:37, 9.68it/s, v_num=9, loss/train=0.211, alignment/train=0.0809, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 23%|██▎ | 107/469 [00:11<00:37, 9.72it/s, v_num=9, loss/train=0.211, alignment/train=0.0809, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 23%|██▎ | 107/469 [00:11<00:37, 9.71it/s, v_num=9, loss/train=0.142, alignment/train=0.0858, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 23%|██▎ | 108/469 [00:11<00:37, 9.66it/s, v_num=9, loss/train=0.142, alignment/train=0.0858, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 23%|██▎ | 108/469 [00:11<00:37, 9.66it/s, v_num=9, loss/train=0.177, alignment/train=0.0799, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 23%|██▎ | 109/469 [00:11<00:37, 9.70it/s, v_num=9, loss/train=0.177, alignment/train=0.0799, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 23%|██▎ | 109/469 [00:11<00:37, 9.70it/s, v_num=9, loss/train=0.227, alignment/train=0.0946, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 23%|██▎ | 110/469 [00:11<00:37, 9.70it/s, v_num=9, loss/train=0.227, alignment/train=0.0946, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 23%|██▎ | 110/469 [00:11<00:37, 9.70it/s, v_num=9, loss/train=0.222, alignment/train=0.0876, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 24%|██▎ | 111/469 [00:11<00:36, 9.69it/s, v_num=9, loss/train=0.222, alignment/train=0.0876, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 24%|██▎ | 111/469 [00:11<00:36, 9.69it/s, v_num=9, loss/train=0.234, alignment/train=0.0895, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 24%|██▍ | 112/469 [00:11<00:36, 9.71it/s, v_num=9, loss/train=0.234, alignment/train=0.0895, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 24%|██▍ | 112/469 [00:11<00:36, 9.71it/s, v_num=9, loss/train=0.197, alignment/train=0.0874, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 24%|██▍ | 113/469 [00:11<00:36, 9.72it/s, v_num=9, loss/train=0.197, alignment/train=0.0874, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 24%|██▍ | 113/469 [00:11<00:36, 9.71it/s, v_num=9, loss/train=0.181, alignment/train=0.074, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 24%|██▍ | 114/469 [00:11<00:36, 9.75it/s, v_num=9, loss/train=0.181, alignment/train=0.074, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 24%|██▍ | 114/469 [00:11<00:36, 9.75it/s, v_num=9, loss/train=0.181, alignment/train=0.0774, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 25%|██▍ | 115/469 [00:11<00:36, 9.78it/s, v_num=9, loss/train=0.181, alignment/train=0.0774, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 25%|██▍ | 115/469 [00:11<00:36, 9.78it/s, v_num=9, loss/train=0.176, alignment/train=0.0854, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 25%|██▍ | 116/469 [00:11<00:36, 9.76it/s, v_num=9, loss/train=0.176, alignment/train=0.0854, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 25%|██▍ | 116/469 [00:11<00:36, 9.76it/s, v_num=9, loss/train=0.201, alignment/train=0.0758, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 25%|██▍ | 117/469 [00:11<00:36, 9.77it/s, v_num=9, loss/train=0.201, alignment/train=0.0758, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 25%|██▍ | 117/469 [00:11<00:36, 9.77it/s, v_num=9, loss/train=0.190, alignment/train=0.083, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 25%|██▌ | 118/469 [00:12<00:35, 9.79it/s, v_num=9, loss/train=0.190, alignment/train=0.083, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 25%|██▌ | 118/469 [00:12<00:35, 9.79it/s, v_num=9, loss/train=0.191, alignment/train=0.0785, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 25%|██▌ | 119/469 [00:12<00:35, 9.82it/s, v_num=9, loss/train=0.191, alignment/train=0.0785, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 25%|██▌ | 119/469 [00:12<00:35, 9.82it/s, v_num=9, loss/train=0.159, alignment/train=0.0777, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 26%|██▌ | 120/469 [00:12<00:35, 9.77it/s, v_num=9, loss/train=0.159, alignment/train=0.0777, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 26%|██▌ | 120/469 [00:12<00:35, 9.76it/s, v_num=9, loss/train=0.184, alignment/train=0.0777, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 26%|██▌ | 121/469 [00:12<00:35, 9.80it/s, v_num=9, loss/train=0.184, alignment/train=0.0777, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 26%|██▌ | 121/469 [00:12<00:35, 9.80it/s, v_num=9, loss/train=0.155, alignment/train=0.0787, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 26%|██▌ | 122/469 [00:12<00:35, 9.83it/s, v_num=9, loss/train=0.155, alignment/train=0.0787, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 26%|██▌ | 122/469 [00:12<00:35, 9.83it/s, v_num=9, loss/train=0.197, alignment/train=0.0801, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 26%|██▌ | 123/469 [00:12<00:35, 9.87it/s, v_num=9, loss/train=0.197, alignment/train=0.0801, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 26%|██▌ | 123/469 [00:12<00:35, 9.87it/s, v_num=9, loss/train=0.196, alignment/train=0.0843, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 26%|██▋ | 124/469 [00:12<00:34, 9.88it/s, v_num=9, loss/train=0.196, alignment/train=0.0843, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 26%|██▋ | 124/469 [00:12<00:34, 9.88it/s, v_num=9, loss/train=0.175, alignment/train=0.0825, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 27%|██▋ | 125/469 [00:12<00:34, 9.84it/s, v_num=9, loss/train=0.175, alignment/train=0.0825, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 27%|██▋ | 125/469 [00:12<00:34, 9.84it/s, v_num=9, loss/train=0.172, alignment/train=0.0794, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 27%|██▋ | 126/469 [00:12<00:34, 9.86it/s, v_num=9, loss/train=0.172, alignment/train=0.0794, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 27%|██▋ | 126/469 [00:12<00:34, 9.86it/s, v_num=9, loss/train=0.168, alignment/train=0.0731, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 27%|██▋ | 127/469 [00:12<00:34, 9.88it/s, v_num=9, loss/train=0.168, alignment/train=0.0731, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 27%|██▋ | 127/469 [00:12<00:34, 9.88it/s, v_num=9, loss/train=0.226, alignment/train=0.086, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 27%|██▋ | 128/469 [00:12<00:34, 9.86it/s, v_num=9, loss/train=0.226, alignment/train=0.086, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 27%|██▋ | 128/469 [00:12<00:34, 9.86it/s, v_num=9, loss/train=0.158, alignment/train=0.0797, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 28%|██▊ | 129/469 [00:13<00:34, 9.89it/s, v_num=9, loss/train=0.158, alignment/train=0.0797, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 28%|██▊ | 129/469 [00:13<00:34, 9.89it/s, v_num=9, loss/train=0.202, alignment/train=0.0846, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 28%|██▊ | 130/469 [00:13<00:34, 9.92it/s, v_num=9, loss/train=0.202, alignment/train=0.0846, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 28%|██▊ | 130/469 [00:13<00:34, 9.92it/s, v_num=9, loss/train=0.166, alignment/train=0.0709, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 28%|██▊ | 131/469 [00:13<00:34, 9.91it/s, v_num=9, loss/train=0.166, alignment/train=0.0709, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 28%|██▊ | 131/469 [00:13<00:34, 9.91it/s, v_num=9, loss/train=0.193, alignment/train=0.0783, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 28%|██▊ | 132/469 [00:13<00:33, 9.94it/s, v_num=9, loss/train=0.193, alignment/train=0.0783, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 28%|██▊ | 132/469 [00:13<00:33, 9.94it/s, v_num=9, loss/train=0.197, alignment/train=0.0797, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 28%|██▊ | 133/469 [00:13<00:33, 9.97it/s, v_num=9, loss/train=0.197, alignment/train=0.0797, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 28%|██▊ | 133/469 [00:13<00:33, 9.97it/s, v_num=9, loss/train=0.176, alignment/train=0.0857, uniformity/train=-3.55, contrastive_acc/train=0.980, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 29%|██▊ | 134/469 [00:13<00:33, 9.99it/s, v_num=9, loss/train=0.176, alignment/train=0.0857, uniformity/train=-3.55, contrastive_acc/train=0.980, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 29%|██▊ | 134/469 [00:13<00:33, 9.99it/s, v_num=9, loss/train=0.168, alignment/train=0.0793, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 29%|██▉ | 135/469 [00:13<00:33, 9.95it/s, v_num=9, loss/train=0.168, alignment/train=0.0793, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 29%|██▉ | 135/469 [00:13<00:33, 9.95it/s, v_num=9, loss/train=0.206, alignment/train=0.0936, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 29%|██▉ | 136/469 [00:13<00:33, 9.93it/s, v_num=9, loss/train=0.206, alignment/train=0.0936, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 29%|██▉ | 136/469 [00:13<00:33, 9.93it/s, v_num=9, loss/train=0.170, alignment/train=0.0822, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 29%|██▉ | 137/469 [00:13<00:33, 9.95it/s, v_num=9, loss/train=0.170, alignment/train=0.0822, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 29%|██▉ | 137/469 [00:13<00:33, 9.95it/s, v_num=9, loss/train=0.160, alignment/train=0.0845, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 29%|██▉ | 138/469 [00:13<00:33, 9.97it/s, v_num=9, loss/train=0.160, alignment/train=0.0845, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 29%|██▉ | 138/469 [00:13<00:33, 9.97it/s, v_num=9, loss/train=0.191, alignment/train=0.0741, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 30%|██▉ | 139/469 [00:13<00:33, 10.00it/s, v_num=9, loss/train=0.191, alignment/train=0.0741, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 30%|██▉ | 139/469 [00:13<00:33, 10.00it/s, v_num=9, loss/train=0.193, alignment/train=0.0871, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 30%|██▉ | 140/469 [00:13<00:32, 10.02it/s, v_num=9, loss/train=0.193, alignment/train=0.0871, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 30%|██▉ | 140/469 [00:13<00:32, 10.02it/s, v_num=9, loss/train=0.185, alignment/train=0.0751, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 30%|███ | 141/469 [00:14<00:32, 9.98it/s, v_num=9, loss/train=0.185, alignment/train=0.0751, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 30%|███ | 141/469 [00:14<00:32, 9.98it/s, v_num=9, loss/train=0.171, alignment/train=0.0833, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 30%|███ | 142/469 [00:14<00:32, 9.99it/s, v_num=9, loss/train=0.171, alignment/train=0.0833, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 30%|███ | 142/469 [00:14<00:32, 9.99it/s, v_num=9, loss/train=0.153, alignment/train=0.0795, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 30%|███ | 143/469 [00:14<00:32, 10.02it/s, v_num=9, loss/train=0.153, alignment/train=0.0795, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 30%|███ | 143/469 [00:14<00:32, 10.02it/s, v_num=9, loss/train=0.207, alignment/train=0.0778, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 31%|███ | 144/469 [00:14<00:32, 10.04it/s, v_num=9, loss/train=0.207, alignment/train=0.0778, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 31%|███ | 144/469 [00:14<00:32, 10.04it/s, v_num=9, loss/train=0.217, alignment/train=0.0856, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 31%|███ | 145/469 [00:14<00:32, 10.07it/s, v_num=9, loss/train=0.217, alignment/train=0.0856, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 31%|███ | 145/469 [00:14<00:32, 10.07it/s, v_num=9, loss/train=0.165, alignment/train=0.0787, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 31%|███ | 146/469 [00:14<00:32, 10.06it/s, v_num=9, loss/train=0.165, alignment/train=0.0787, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 31%|███ | 146/469 [00:14<00:32, 10.06it/s, v_num=9, loss/train=0.183, alignment/train=0.069, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 31%|███▏ | 147/469 [00:14<00:32, 10.01it/s, v_num=9, loss/train=0.183, alignment/train=0.069, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 31%|███▏ | 147/469 [00:14<00:32, 10.01it/s, v_num=9, loss/train=0.141, alignment/train=0.0776, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 32%|███▏ | 148/469 [00:14<00:31, 10.04it/s, v_num=9, loss/train=0.141, alignment/train=0.0776, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 32%|███▏ | 148/469 [00:14<00:31, 10.04it/s, v_num=9, loss/train=0.206, alignment/train=0.0861, uniformity/train=-3.54, contrastive_acc/train=0.988, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 32%|███▏ | 149/469 [00:14<00:31, 10.06it/s, v_num=9, loss/train=0.206, alignment/train=0.0861, uniformity/train=-3.54, contrastive_acc/train=0.988, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 32%|███▏ | 149/469 [00:14<00:31, 10.06it/s, v_num=9, loss/train=0.170, alignment/train=0.0866, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 32%|███▏ | 150/469 [00:14<00:31, 10.09it/s, v_num=9, loss/train=0.170, alignment/train=0.0866, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 32%|███▏ | 150/469 [00:14<00:31, 10.09it/s, v_num=9, loss/train=0.192, alignment/train=0.0866, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 32%|███▏ | 151/469 [00:14<00:31, 10.11it/s, v_num=9, loss/train=0.192, alignment/train=0.0866, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 32%|███▏ | 151/469 [00:14<00:31, 10.11it/s, v_num=9, loss/train=0.159, alignment/train=0.0703, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 32%|███▏ | 152/469 [00:15<00:31, 10.11it/s, v_num=9, loss/train=0.159, alignment/train=0.0703, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 32%|███▏ | 152/469 [00:15<00:31, 10.11it/s, v_num=9, loss/train=0.179, alignment/train=0.0823, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 33%|███▎ | 153/469 [00:15<00:31, 10.10it/s, v_num=9, loss/train=0.179, alignment/train=0.0823, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 33%|███▎ | 153/469 [00:15<00:31, 10.10it/s, v_num=9, loss/train=0.168, alignment/train=0.0794, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 33%|███▎ | 154/469 [00:15<00:31, 10.10it/s, v_num=9, loss/train=0.168, alignment/train=0.0794, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 33%|███▎ | 154/469 [00:15<00:31, 10.10it/s, v_num=9, loss/train=0.191, alignment/train=0.0925, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 33%|███▎ | 155/469 [00:15<00:31, 10.10it/s, v_num=9, loss/train=0.191, alignment/train=0.0925, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 33%|███▎ | 155/469 [00:15<00:31, 10.10it/s, v_num=9, loss/train=0.174, alignment/train=0.0777, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 33%|███▎ | 156/469 [00:15<00:30, 10.10it/s, v_num=9, loss/train=0.174, alignment/train=0.0777, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 33%|███▎ | 156/469 [00:15<00:30, 10.10it/s, v_num=9, loss/train=0.181, alignment/train=0.072, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 33%|███▎ | 157/469 [00:15<00:30, 10.10it/s, v_num=9, loss/train=0.181, alignment/train=0.072, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 33%|███▎ | 157/469 [00:15<00:30, 10.10it/s, v_num=9, loss/train=0.187, alignment/train=0.0773, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 34%|███▎ | 158/469 [00:15<00:30, 10.13it/s, v_num=9, loss/train=0.187, alignment/train=0.0773, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 34%|███▎ | 158/469 [00:15<00:30, 10.13it/s, v_num=9, loss/train=0.190, alignment/train=0.0819, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 34%|███▍ | 159/469 [00:15<00:30, 10.15it/s, v_num=9, loss/train=0.190, alignment/train=0.0819, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 34%|███▍ | 159/469 [00:15<00:30, 10.15it/s, v_num=9, loss/train=0.195, alignment/train=0.0834, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 34%|███▍ | 160/469 [00:15<00:30, 10.17it/s, v_num=9, loss/train=0.195, alignment/train=0.0834, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 34%|███▍ | 160/469 [00:15<00:30, 10.17it/s, v_num=9, loss/train=0.203, alignment/train=0.0905, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 34%|███▍ | 161/469 [00:15<00:30, 10.15it/s, v_num=9, loss/train=0.203, alignment/train=0.0905, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 34%|███▍ | 161/469 [00:15<00:30, 10.15it/s, v_num=9, loss/train=0.223, alignment/train=0.0963, uniformity/train=-3.55, contrastive_acc/train=0.980, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 35%|███▍ | 162/469 [00:15<00:30, 10.13it/s, v_num=9, loss/train=0.223, alignment/train=0.0963, uniformity/train=-3.55, contrastive_acc/train=0.980, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 35%|███▍ | 162/469 [00:15<00:30, 10.13it/s, v_num=9, loss/train=0.190, alignment/train=0.0787, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 35%|███▍ | 163/469 [00:16<00:30, 10.14it/s, v_num=9, loss/train=0.190, alignment/train=0.0787, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 35%|███▍ | 163/469 [00:16<00:30, 10.14it/s, v_num=9, loss/train=0.213, alignment/train=0.082, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 35%|███▍ | 164/469 [00:16<00:30, 10.16it/s, v_num=9, loss/train=0.213, alignment/train=0.082, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 35%|███▍ | 164/469 [00:16<00:30, 10.16it/s, v_num=9, loss/train=0.200, alignment/train=0.0793, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 35%|███▌ | 165/469 [00:16<00:29, 10.19it/s, v_num=9, loss/train=0.200, alignment/train=0.0793, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 35%|███▌ | 165/469 [00:16<00:29, 10.19it/s, v_num=9, loss/train=0.237, alignment/train=0.0844, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 35%|███▌ | 166/469 [00:16<00:29, 10.21it/s, v_num=9, loss/train=0.237, alignment/train=0.0844, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 35%|███▌ | 166/469 [00:16<00:29, 10.21it/s, v_num=9, loss/train=0.175, alignment/train=0.0705, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 36%|███▌ | 167/469 [00:16<00:29, 10.24it/s, v_num=9, loss/train=0.175, alignment/train=0.0705, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 36%|███▌ | 167/469 [00:16<00:29, 10.24it/s, v_num=9, loss/train=0.211, alignment/train=0.0732, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 36%|███▌ | 168/469 [00:16<00:29, 10.20it/s, v_num=9, loss/train=0.211, alignment/train=0.0732, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 36%|███▌ | 168/469 [00:16<00:29, 10.20it/s, v_num=9, loss/train=0.176, alignment/train=0.0806, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 36%|███▌ | 169/469 [00:16<00:29, 10.17it/s, v_num=9, loss/train=0.176, alignment/train=0.0806, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 36%|███▌ | 169/469 [00:16<00:29, 10.17it/s, v_num=9, loss/train=0.178, alignment/train=0.0653, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 36%|███▌ | 170/469 [00:16<00:29, 10.18it/s, v_num=9, loss/train=0.178, alignment/train=0.0653, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 36%|███▌ | 170/469 [00:16<00:29, 10.18it/s, v_num=9, loss/train=0.205, alignment/train=0.086, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 36%|███▋ | 171/469 [00:16<00:29, 10.18it/s, v_num=9, loss/train=0.205, alignment/train=0.086, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 36%|███▋ | 171/469 [00:16<00:29, 10.18it/s, v_num=9, loss/train=0.206, alignment/train=0.0825, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 37%|███▋ | 172/469 [00:16<00:29, 10.19it/s, v_num=9, loss/train=0.206, alignment/train=0.0825, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 37%|███▋ | 172/469 [00:16<00:29, 10.19it/s, v_num=9, loss/train=0.164, alignment/train=0.0861, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 37%|███▋ | 173/469 [00:16<00:28, 10.21it/s, v_num=9, loss/train=0.164, alignment/train=0.0861, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 37%|███▋ | 173/469 [00:16<00:28, 10.21it/s, v_num=9, loss/train=0.218, alignment/train=0.0757, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 37%|███▋ | 174/469 [00:17<00:28, 10.23it/s, v_num=9, loss/train=0.218, alignment/train=0.0757, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 37%|███▋ | 174/469 [00:17<00:28, 10.23it/s, v_num=9, loss/train=0.194, alignment/train=0.0661, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 37%|███▋ | 175/469 [00:17<00:28, 10.25it/s, v_num=9, loss/train=0.194, alignment/train=0.0661, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 37%|███▋ | 175/469 [00:17<00:28, 10.25it/s, v_num=9, loss/train=0.198, alignment/train=0.0871, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 38%|███▊ | 176/469 [00:17<00:28, 10.24it/s, v_num=9, loss/train=0.198, alignment/train=0.0871, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 38%|███▊ | 176/469 [00:17<00:28, 10.24it/s, v_num=9, loss/train=0.227, alignment/train=0.0966, uniformity/train=-3.51, contrastive_acc/train=0.988, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 38%|███▊ | 177/469 [00:17<00:28, 10.24it/s, v_num=9, loss/train=0.227, alignment/train=0.0966, uniformity/train=-3.51, contrastive_acc/train=0.988, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 38%|███▊ | 177/469 [00:17<00:28, 10.24it/s, v_num=9, loss/train=0.177, alignment/train=0.0865, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 38%|███▊ | 178/469 [00:17<00:28, 10.21it/s, v_num=9, loss/train=0.177, alignment/train=0.0865, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 38%|███▊ | 178/469 [00:17<00:28, 10.21it/s, v_num=9, loss/train=0.213, alignment/train=0.0779, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 38%|███▊ | 179/469 [00:17<00:28, 10.21it/s, v_num=9, loss/train=0.213, alignment/train=0.0779, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 38%|███▊ | 179/469 [00:17<00:28, 10.21it/s, v_num=9, loss/train=0.174, alignment/train=0.0868, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 38%|███▊ | 180/469 [00:17<00:28, 10.22it/s, v_num=9, loss/train=0.174, alignment/train=0.0868, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 38%|███▊ | 180/469 [00:17<00:28, 10.21it/s, v_num=9, loss/train=0.144, alignment/train=0.0726, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 39%|███▊ | 181/469 [00:17<00:28, 10.24it/s, v_num=9, loss/train=0.144, alignment/train=0.0726, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 39%|███▊ | 181/469 [00:17<00:28, 10.24it/s, v_num=9, loss/train=0.187, alignment/train=0.088, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 39%|███▉ | 182/469 [00:17<00:28, 10.23it/s, v_num=9, loss/train=0.187, alignment/train=0.088, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 39%|███▉ | 182/469 [00:17<00:28, 10.23it/s, v_num=9, loss/train=0.171, alignment/train=0.0812, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 39%|███▉ | 183/469 [00:17<00:27, 10.26it/s, v_num=9, loss/train=0.171, alignment/train=0.0812, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 39%|███▉ | 183/469 [00:17<00:27, 10.26it/s, v_num=9, loss/train=0.220, alignment/train=0.0913, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 39%|███▉ | 184/469 [00:17<00:27, 10.25it/s, v_num=9, loss/train=0.220, alignment/train=0.0913, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 39%|███▉ | 184/469 [00:17<00:27, 10.25it/s, v_num=9, loss/train=0.152, alignment/train=0.074, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 39%|███▉ | 185/469 [00:18<00:27, 10.24it/s, v_num=9, loss/train=0.152, alignment/train=0.074, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 39%|███▉ | 185/469 [00:18<00:27, 10.24it/s, v_num=9, loss/train=0.169, alignment/train=0.0814, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 40%|███▉ | 186/469 [00:18<00:27, 10.23it/s, v_num=9, loss/train=0.169, alignment/train=0.0814, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 40%|███▉ | 186/469 [00:18<00:27, 10.22it/s, v_num=9, loss/train=0.176, alignment/train=0.0792, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 40%|███▉ | 187/469 [00:18<00:27, 10.25it/s, v_num=9, loss/train=0.176, alignment/train=0.0792, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 40%|███▉ | 187/469 [00:18<00:27, 10.25it/s, v_num=9, loss/train=0.174, alignment/train=0.0835, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 40%|████ | 188/469 [00:18<00:27, 10.27it/s, v_num=9, loss/train=0.174, alignment/train=0.0835, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 40%|████ | 188/469 [00:18<00:27, 10.27it/s, v_num=9, loss/train=0.164, alignment/train=0.0881, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 40%|████ | 189/469 [00:18<00:27, 10.29it/s, v_num=9, loss/train=0.164, alignment/train=0.0881, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 40%|████ | 189/469 [00:18<00:27, 10.29it/s, v_num=9, loss/train=0.225, alignment/train=0.0806, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 41%|████ | 190/469 [00:18<00:27, 10.25it/s, v_num=9, loss/train=0.225, alignment/train=0.0806, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 41%|████ | 190/469 [00:18<00:27, 10.25it/s, v_num=9, loss/train=0.181, alignment/train=0.0715, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 41%|████ | 191/469 [00:18<00:27, 10.25it/s, v_num=9, loss/train=0.181, alignment/train=0.0715, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 41%|████ | 191/469 [00:18<00:27, 10.25it/s, v_num=9, loss/train=0.192, alignment/train=0.0799, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 41%|████ | 192/469 [00:18<00:26, 10.28it/s, v_num=9, loss/train=0.192, alignment/train=0.0799, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 41%|████ | 192/469 [00:18<00:26, 10.27it/s, v_num=9, loss/train=0.199, alignment/train=0.0798, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 41%|████ | 193/469 [00:18<00:26, 10.30it/s, v_num=9, loss/train=0.199, alignment/train=0.0798, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 41%|████ | 193/469 [00:18<00:26, 10.30it/s, v_num=9, loss/train=0.149, alignment/train=0.071, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 41%|████▏ | 194/469 [00:18<00:26, 10.29it/s, v_num=9, loss/train=0.149, alignment/train=0.071, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 41%|████▏ | 194/469 [00:18<00:26, 10.29it/s, v_num=9, loss/train=0.197, alignment/train=0.0878, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 42%|████▏ | 195/469 [00:18<00:26, 10.27it/s, v_num=9, loss/train=0.197, alignment/train=0.0878, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 42%|████▏ | 195/469 [00:18<00:26, 10.27it/s, v_num=9, loss/train=0.218, alignment/train=0.0723, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 42%|████▏ | 196/469 [00:19<00:26, 10.29it/s, v_num=9, loss/train=0.218, alignment/train=0.0723, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 42%|████▏ | 196/469 [00:19<00:26, 10.29it/s, v_num=9, loss/train=0.165, alignment/train=0.0851, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 42%|████▏ | 197/469 [00:19<00:26, 10.31it/s, v_num=9, loss/train=0.165, alignment/train=0.0851, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 42%|████▏ | 197/469 [00:19<00:26, 10.31it/s, v_num=9, loss/train=0.187, alignment/train=0.0856, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 42%|████▏ | 198/469 [00:19<00:26, 10.29it/s, v_num=9, loss/train=0.187, alignment/train=0.0856, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 42%|████▏ | 198/469 [00:19<00:26, 10.29it/s, v_num=9, loss/train=0.183, alignment/train=0.0815, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 42%|████▏ | 199/469 [00:19<00:26, 10.29it/s, v_num=9, loss/train=0.183, alignment/train=0.0815, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 42%|████▏ | 199/469 [00:19<00:26, 10.29it/s, v_num=9, loss/train=0.168, alignment/train=0.0905, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 43%|████▎ | 200/469 [00:19<00:26, 10.31it/s, v_num=9, loss/train=0.168, alignment/train=0.0905, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 43%|████▎ | 200/469 [00:19<00:26, 10.30it/s, v_num=9, loss/train=0.168, alignment/train=0.0851, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 43%|████▎ | 201/469 [00:19<00:26, 10.31it/s, v_num=9, loss/train=0.168, alignment/train=0.0851, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 43%|████▎ | 201/469 [00:19<00:26, 10.31it/s, v_num=9, loss/train=0.187, alignment/train=0.0781, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 43%|████▎ | 202/469 [00:19<00:25, 10.30it/s, v_num=9, loss/train=0.187, alignment/train=0.0781, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 43%|████▎ | 202/469 [00:19<00:25, 10.30it/s, v_num=9, loss/train=0.165, alignment/train=0.0801, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 43%|████▎ | 203/469 [00:19<00:25, 10.32it/s, v_num=9, loss/train=0.165, alignment/train=0.0801, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 43%|████▎ | 203/469 [00:19<00:25, 10.32it/s, v_num=9, loss/train=0.191, alignment/train=0.0853, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 43%|████▎ | 204/469 [00:19<00:25, 10.32it/s, v_num=9, loss/train=0.191, alignment/train=0.0853, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 43%|████▎ | 204/469 [00:19<00:25, 10.32it/s, v_num=9, loss/train=0.181, alignment/train=0.0703, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 44%|████▎ | 205/469 [00:19<00:25, 10.34it/s, v_num=9, loss/train=0.181, alignment/train=0.0703, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 44%|████▎ | 205/469 [00:19<00:25, 10.34it/s, v_num=9, loss/train=0.202, alignment/train=0.0893, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 44%|████▍ | 206/469 [00:19<00:25, 10.33it/s, v_num=9, loss/train=0.202, alignment/train=0.0893, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 44%|████▍ | 206/469 [00:19<00:25, 10.33it/s, v_num=9, loss/train=0.212, alignment/train=0.0905, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 44%|████▍ | 207/469 [00:20<00:25, 10.33it/s, v_num=9, loss/train=0.212, alignment/train=0.0905, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 44%|████▍ | 207/469 [00:20<00:25, 10.32it/s, v_num=9, loss/train=0.168, alignment/train=0.0774, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 44%|████▍ | 208/469 [00:20<00:25, 10.32it/s, v_num=9, loss/train=0.168, alignment/train=0.0774, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 44%|████▍ | 208/469 [00:20<00:25, 10.32it/s, v_num=9, loss/train=0.181, alignment/train=0.0897, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 45%|████▍ | 209/469 [00:20<00:25, 10.33it/s, v_num=9, loss/train=0.181, alignment/train=0.0897, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 45%|████▍ | 209/469 [00:20<00:25, 10.33it/s, v_num=9, loss/train=0.247, alignment/train=0.0894, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 45%|████▍ | 210/469 [00:20<00:25, 10.35it/s, v_num=9, loss/train=0.247, alignment/train=0.0894, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 45%|████▍ | 210/469 [00:20<00:25, 10.35it/s, v_num=9, loss/train=0.153, alignment/train=0.0739, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 45%|████▍ | 211/469 [00:20<00:24, 10.37it/s, v_num=9, loss/train=0.153, alignment/train=0.0739, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 45%|████▍ | 211/469 [00:20<00:24, 10.37it/s, v_num=9, loss/train=0.186, alignment/train=0.0806, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 45%|████▌ | 212/469 [00:20<00:24, 10.36it/s, v_num=9, loss/train=0.186, alignment/train=0.0806, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 45%|████▌ | 212/469 [00:20<00:24, 10.36it/s, v_num=9, loss/train=0.202, alignment/train=0.0849, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 45%|████▌ | 213/469 [00:20<00:24, 10.33it/s, v_num=9, loss/train=0.202, alignment/train=0.0849, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 45%|████▌ | 213/469 [00:20<00:24, 10.33it/s, v_num=9, loss/train=0.182, alignment/train=0.0793, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 46%|████▌ | 214/469 [00:20<00:24, 10.34it/s, v_num=9, loss/train=0.182, alignment/train=0.0793, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 46%|████▌ | 214/469 [00:20<00:24, 10.34it/s, v_num=9, loss/train=0.191, alignment/train=0.0785, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 46%|████▌ | 215/469 [00:20<00:24, 10.36it/s, v_num=9, loss/train=0.191, alignment/train=0.0785, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 46%|████▌ | 215/469 [00:20<00:24, 10.36it/s, v_num=9, loss/train=0.189, alignment/train=0.0817, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 46%|████▌ | 216/469 [00:20<00:24, 10.34it/s, v_num=9, loss/train=0.189, alignment/train=0.0817, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 46%|████▌ | 216/469 [00:20<00:24, 10.34it/s, v_num=9, loss/train=0.182, alignment/train=0.0808, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 46%|████▋ | 217/469 [00:20<00:24, 10.36it/s, v_num=9, loss/train=0.182, alignment/train=0.0808, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 46%|████▋ | 217/469 [00:20<00:24, 10.36it/s, v_num=9, loss/train=0.170, alignment/train=0.0834, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 46%|████▋ | 218/469 [00:21<00:24, 10.38it/s, v_num=9, loss/train=0.170, alignment/train=0.0834, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 46%|████▋ | 218/469 [00:21<00:24, 10.37it/s, v_num=9, loss/train=0.169, alignment/train=0.0894, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 47%|████▋ | 219/469 [00:21<00:24, 10.39it/s, v_num=9, loss/train=0.169, alignment/train=0.0894, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 47%|████▋ | 219/469 [00:21<00:24, 10.39it/s, v_num=9, loss/train=0.172, alignment/train=0.0845, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 47%|████▋ | 220/469 [00:21<00:24, 10.37it/s, v_num=9, loss/train=0.172, alignment/train=0.0845, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 47%|████▋ | 220/469 [00:21<00:24, 10.37it/s, v_num=9, loss/train=0.249, alignment/train=0.0914, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 47%|████▋ | 221/469 [00:21<00:23, 10.37it/s, v_num=9, loss/train=0.249, alignment/train=0.0914, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 47%|████▋ | 221/469 [00:21<00:23, 10.37it/s, v_num=9, loss/train=0.185, alignment/train=0.0881, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 47%|████▋ | 222/469 [00:21<00:23, 10.36it/s, v_num=9, loss/train=0.185, alignment/train=0.0881, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 47%|████▋ | 222/469 [00:21<00:23, 10.36it/s, v_num=9, loss/train=0.197, alignment/train=0.0825, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 48%|████▊ | 223/469 [00:21<00:23, 10.36it/s, v_num=9, loss/train=0.197, alignment/train=0.0825, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 48%|████▊ | 223/469 [00:21<00:23, 10.36it/s, v_num=9, loss/train=0.180, alignment/train=0.0725, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 48%|████▊ | 224/469 [00:21<00:23, 10.38it/s, v_num=9, loss/train=0.180, alignment/train=0.0725, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 48%|████▊ | 224/469 [00:21<00:23, 10.38it/s, v_num=9, loss/train=0.189, alignment/train=0.0833, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 48%|████▊ | 225/469 [00:21<00:23, 10.38it/s, v_num=9, loss/train=0.189, alignment/train=0.0833, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 48%|████▊ | 225/469 [00:21<00:23, 10.38it/s, v_num=9, loss/train=0.173, alignment/train=0.0836, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 48%|████▊ | 226/469 [00:21<00:23, 10.39it/s, v_num=9, loss/train=0.173, alignment/train=0.0836, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 48%|████▊ | 226/469 [00:21<00:23, 10.39it/s, v_num=9, loss/train=0.182, alignment/train=0.0836, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 48%|████▊ | 227/469 [00:21<00:23, 10.39it/s, v_num=9, loss/train=0.182, alignment/train=0.0836, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 48%|████▊ | 227/469 [00:21<00:23, 10.39it/s, v_num=9, loss/train=0.180, alignment/train=0.0799, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 49%|████▊ | 228/469 [00:21<00:23, 10.41it/s, v_num=9, loss/train=0.180, alignment/train=0.0799, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 49%|████▊ | 228/469 [00:21<00:23, 10.41it/s, v_num=9, loss/train=0.168, alignment/train=0.0831, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 49%|████▉ | 229/469 [00:21<00:23, 10.42it/s, v_num=9, loss/train=0.168, alignment/train=0.0831, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 49%|████▉ | 229/469 [00:21<00:23, 10.42it/s, v_num=9, loss/train=0.176, alignment/train=0.0775, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 49%|████▉ | 230/469 [00:22<00:22, 10.42it/s, v_num=9, loss/train=0.176, alignment/train=0.0775, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 49%|████▉ | 230/469 [00:22<00:22, 10.42it/s, v_num=9, loss/train=0.163, alignment/train=0.0897, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 49%|████▉ | 231/469 [00:22<00:22, 10.42it/s, v_num=9, loss/train=0.163, alignment/train=0.0897, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 49%|████▉ | 231/469 [00:22<00:22, 10.42it/s, v_num=9, loss/train=0.173, alignment/train=0.075, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 49%|████▉ | 232/469 [00:22<00:22, 10.44it/s, v_num=9, loss/train=0.173, alignment/train=0.075, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 49%|████▉ | 232/469 [00:22<00:22, 10.44it/s, v_num=9, loss/train=0.203, alignment/train=0.0828, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 50%|████▉ | 233/469 [00:22<00:22, 10.42it/s, v_num=9, loss/train=0.203, alignment/train=0.0828, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 50%|████▉ | 233/469 [00:22<00:22, 10.42it/s, v_num=9, loss/train=0.192, alignment/train=0.0747, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 50%|████▉ | 234/469 [00:22<00:22, 10.41it/s, v_num=9, loss/train=0.192, alignment/train=0.0747, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 50%|████▉ | 234/469 [00:22<00:22, 10.41it/s, v_num=9, loss/train=0.183, alignment/train=0.0771, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 50%|█████ | 235/469 [00:22<00:22, 10.43it/s, v_num=9, loss/train=0.183, alignment/train=0.0771, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 50%|█████ | 235/469 [00:22<00:22, 10.43it/s, v_num=9, loss/train=0.182, alignment/train=0.0843, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 50%|█████ | 236/469 [00:22<00:22, 10.45it/s, v_num=9, loss/train=0.182, alignment/train=0.0843, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 50%|█████ | 236/469 [00:22<00:22, 10.45it/s, v_num=9, loss/train=0.195, alignment/train=0.0854, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 51%|█████ | 237/469 [00:22<00:22, 10.45it/s, v_num=9, loss/train=0.195, alignment/train=0.0854, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 51%|█████ | 237/469 [00:22<00:22, 10.44it/s, v_num=9, loss/train=0.176, alignment/train=0.0854, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 51%|█████ | 238/469 [00:22<00:22, 10.44it/s, v_num=9, loss/train=0.176, alignment/train=0.0854, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 51%|█████ | 238/469 [00:22<00:22, 10.44it/s, v_num=9, loss/train=0.180, alignment/train=0.0818, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 51%|█████ | 239/469 [00:22<00:22, 10.45it/s, v_num=9, loss/train=0.180, alignment/train=0.0818, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 51%|█████ | 239/469 [00:22<00:22, 10.45it/s, v_num=9, loss/train=0.178, alignment/train=0.0789, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 51%|█████ | 240/469 [00:22<00:21, 10.44it/s, v_num=9, loss/train=0.178, alignment/train=0.0789, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 51%|█████ | 240/469 [00:22<00:21, 10.44it/s, v_num=9, loss/train=0.189, alignment/train=0.0739, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 51%|█████▏ | 241/469 [00:23<00:21, 10.45it/s, v_num=9, loss/train=0.189, alignment/train=0.0739, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 51%|█████▏ | 241/469 [00:23<00:21, 10.45it/s, v_num=9, loss/train=0.187, alignment/train=0.0771, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 52%|█████▏ | 242/469 [00:23<00:21, 10.46it/s, v_num=9, loss/train=0.187, alignment/train=0.0771, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 52%|█████▏ | 242/469 [00:23<00:21, 10.46it/s, v_num=9, loss/train=0.182, alignment/train=0.0818, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 52%|█████▏ | 243/469 [00:23<00:21, 10.46it/s, v_num=9, loss/train=0.182, alignment/train=0.0818, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 52%|█████▏ | 243/469 [00:23<00:21, 10.46it/s, v_num=9, loss/train=0.192, alignment/train=0.0695, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 52%|█████▏ | 244/469 [00:23<00:21, 10.44it/s, v_num=9, loss/train=0.192, alignment/train=0.0695, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 52%|█████▏ | 244/469 [00:23<00:21, 10.44it/s, v_num=9, loss/train=0.198, alignment/train=0.0868, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 52%|█████▏ | 245/469 [00:23<00:21, 10.46it/s, v_num=9, loss/train=0.198, alignment/train=0.0868, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 52%|█████▏ | 245/469 [00:23<00:21, 10.46it/s, v_num=9, loss/train=0.204, alignment/train=0.0753, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 52%|█████▏ | 246/469 [00:23<00:21, 10.46it/s, v_num=9, loss/train=0.204, alignment/train=0.0753, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 52%|█████▏ | 246/469 [00:23<00:21, 10.46it/s, v_num=9, loss/train=0.155, alignment/train=0.0759, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 53%|█████▎ | 247/469 [00:23<00:21, 10.47it/s, v_num=9, loss/train=0.155, alignment/train=0.0759, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 53%|█████▎ | 247/469 [00:23<00:21, 10.47it/s, v_num=9, loss/train=0.157, alignment/train=0.0728, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 53%|█████▎ | 248/469 [00:23<00:21, 10.47it/s, v_num=9, loss/train=0.157, alignment/train=0.0728, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 53%|█████▎ | 248/469 [00:23<00:21, 10.47it/s, v_num=9, loss/train=0.191, alignment/train=0.096, uniformity/train=-3.56, contrastive_acc/train=0.984, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 53%|█████▎ | 249/469 [00:23<00:21, 10.47it/s, v_num=9, loss/train=0.191, alignment/train=0.096, uniformity/train=-3.56, contrastive_acc/train=0.984, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 53%|█████▎ | 249/469 [00:23<00:21, 10.47it/s, v_num=9, loss/train=0.191, alignment/train=0.0766, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 53%|█████▎ | 250/469 [00:23<00:20, 10.48it/s, v_num=9, loss/train=0.191, alignment/train=0.0766, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 53%|█████▎ | 250/469 [00:23<00:20, 10.48it/s, v_num=9, loss/train=0.168, alignment/train=0.0771, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 54%|█████▎ | 251/469 [00:23<00:20, 10.49it/s, v_num=9, loss/train=0.168, alignment/train=0.0771, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 54%|█████▎ | 251/469 [00:23<00:20, 10.49it/s, v_num=9, loss/train=0.201, alignment/train=0.0855, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 54%|█████▎ | 252/469 [00:24<00:20, 10.48it/s, v_num=9, loss/train=0.201, alignment/train=0.0855, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 54%|█████▎ | 252/469 [00:24<00:20, 10.48it/s, v_num=9, loss/train=0.161, alignment/train=0.0826, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 54%|█████▍ | 253/469 [00:24<00:20, 10.47it/s, v_num=9, loss/train=0.161, alignment/train=0.0826, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 54%|█████▍ | 253/469 [00:24<00:20, 10.47it/s, v_num=9, loss/train=0.222, alignment/train=0.0953, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 54%|█████▍ | 254/469 [00:24<00:20, 10.48it/s, v_num=9, loss/train=0.222, alignment/train=0.0953, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 54%|█████▍ | 254/469 [00:24<00:20, 10.48it/s, v_num=9, loss/train=0.207, alignment/train=0.0839, uniformity/train=-3.54, contrastive_acc/train=0.988, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 54%|█████▍ | 255/469 [00:24<00:20, 10.49it/s, v_num=9, loss/train=0.207, alignment/train=0.0839, uniformity/train=-3.54, contrastive_acc/train=0.988, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 54%|█████▍ | 255/469 [00:24<00:20, 10.49it/s, v_num=9, loss/train=0.155, alignment/train=0.0728, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 55%|█████▍ | 256/469 [00:24<00:20, 10.51it/s, v_num=9, loss/train=0.155, alignment/train=0.0728, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 55%|█████▍ | 256/469 [00:24<00:20, 10.51it/s, v_num=9, loss/train=0.199, alignment/train=0.0762, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 55%|█████▍ | 257/469 [00:24<00:20, 10.50it/s, v_num=9, loss/train=0.199, alignment/train=0.0762, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 55%|█████▍ | 257/469 [00:24<00:20, 10.50it/s, v_num=9, loss/train=0.164, alignment/train=0.0747, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 55%|█████▌ | 258/469 [00:24<00:20, 10.49it/s, v_num=9, loss/train=0.164, alignment/train=0.0747, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 55%|█████▌ | 258/469 [00:24<00:20, 10.49it/s, v_num=9, loss/train=0.163, alignment/train=0.0817, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 55%|█████▌ | 259/469 [00:24<00:19, 10.51it/s, v_num=9, loss/train=0.163, alignment/train=0.0817, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 55%|█████▌ | 259/469 [00:24<00:19, 10.51it/s, v_num=9, loss/train=0.208, alignment/train=0.0762, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 55%|█████▌ | 260/469 [00:24<00:19, 10.50it/s, v_num=9, loss/train=0.208, alignment/train=0.0762, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 55%|█████▌ | 260/469 [00:24<00:19, 10.50it/s, v_num=9, loss/train=0.161, alignment/train=0.0769, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 56%|█████▌ | 261/469 [00:24<00:19, 10.49it/s, v_num=9, loss/train=0.161, alignment/train=0.0769, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 56%|█████▌ | 261/469 [00:24<00:19, 10.49it/s, v_num=9, loss/train=0.209, alignment/train=0.0832, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 56%|█████▌ | 262/469 [00:24<00:19, 10.50it/s, v_num=9, loss/train=0.209, alignment/train=0.0832, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 56%|█████▌ | 262/469 [00:24<00:19, 10.50it/s, v_num=9, loss/train=0.194, alignment/train=0.0761, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 56%|█████▌ | 263/469 [00:25<00:19, 10.51it/s, v_num=9, loss/train=0.194, alignment/train=0.0761, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 56%|█████▌ | 263/469 [00:25<00:19, 10.51it/s, v_num=9, loss/train=0.191, alignment/train=0.0916, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 56%|█████▋ | 264/469 [00:25<00:19, 10.53it/s, v_num=9, loss/train=0.191, alignment/train=0.0916, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 56%|█████▋ | 264/469 [00:25<00:19, 10.53it/s, v_num=9, loss/train=0.206, alignment/train=0.0823, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 57%|█████▋ | 265/469 [00:25<00:19, 10.54it/s, v_num=9, loss/train=0.206, alignment/train=0.0823, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 57%|█████▋ | 265/469 [00:25<00:19, 10.54it/s, v_num=9, loss/train=0.189, alignment/train=0.0791, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 57%|█████▋ | 266/469 [00:25<00:19, 10.55it/s, v_num=9, loss/train=0.189, alignment/train=0.0791, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 57%|█████▋ | 266/469 [00:25<00:19, 10.55it/s, v_num=9, loss/train=0.167, alignment/train=0.0807, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 57%|█████▋ | 267/469 [00:25<00:19, 10.55it/s, v_num=9, loss/train=0.167, alignment/train=0.0807, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 57%|█████▋ | 267/469 [00:25<00:19, 10.55it/s, v_num=9, loss/train=0.198, alignment/train=0.0815, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 57%|█████▋ | 268/469 [00:25<00:19, 10.54it/s, v_num=9, loss/train=0.198, alignment/train=0.0815, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 57%|█████▋ | 268/469 [00:25<00:19, 10.54it/s, v_num=9, loss/train=0.177, alignment/train=0.086, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 57%|█████▋ | 269/469 [00:25<00:18, 10.53it/s, v_num=9, loss/train=0.177, alignment/train=0.086, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 57%|█████▋ | 269/469 [00:25<00:18, 10.53it/s, v_num=9, loss/train=0.162, alignment/train=0.0723, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 58%|█████▊ | 270/469 [00:25<00:18, 10.53it/s, v_num=9, loss/train=0.162, alignment/train=0.0723, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 58%|█████▊ | 270/469 [00:25<00:18, 10.53it/s, v_num=9, loss/train=0.220, alignment/train=0.0823, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 58%|█████▊ | 271/469 [00:25<00:18, 10.51it/s, v_num=9, loss/train=0.220, alignment/train=0.0823, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 58%|█████▊ | 271/469 [00:25<00:18, 10.51it/s, v_num=9, loss/train=0.182, alignment/train=0.0702, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 58%|█████▊ | 272/469 [00:25<00:18, 10.53it/s, v_num=9, loss/train=0.182, alignment/train=0.0702, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 58%|█████▊ | 272/469 [00:25<00:18, 10.53it/s, v_num=9, loss/train=0.189, alignment/train=0.0848, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 58%|█████▊ | 273/469 [00:25<00:18, 10.54it/s, v_num=9, loss/train=0.189, alignment/train=0.0848, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 58%|█████▊ | 273/469 [00:25<00:18, 10.54it/s, v_num=9, loss/train=0.184, alignment/train=0.0827, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 58%|█████▊ | 274/469 [00:26<00:18, 10.52it/s, v_num=9, loss/train=0.184, alignment/train=0.0827, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 58%|█████▊ | 274/469 [00:26<00:18, 10.52it/s, v_num=9, loss/train=0.225, alignment/train=0.0857, uniformity/train=-3.53, contrastive_acc/train=0.988, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 59%|█████▊ | 275/469 [00:26<00:18, 10.52it/s, v_num=9, loss/train=0.225, alignment/train=0.0857, uniformity/train=-3.53, contrastive_acc/train=0.988, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 59%|█████▊ | 275/469 [00:26<00:18, 10.52it/s, v_num=9, loss/train=0.176, alignment/train=0.0756, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 59%|█████▉ | 276/469 [00:26<00:18, 10.54it/s, v_num=9, loss/train=0.176, alignment/train=0.0756, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 59%|█████▉ | 276/469 [00:26<00:18, 10.54it/s, v_num=9, loss/train=0.194, alignment/train=0.0896, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 59%|█████▉ | 277/469 [00:26<00:18, 10.54it/s, v_num=9, loss/train=0.194, alignment/train=0.0896, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 59%|█████▉ | 277/469 [00:26<00:18, 10.54it/s, v_num=9, loss/train=0.179, alignment/train=0.0712, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 59%|█████▉ | 278/469 [00:26<00:18, 10.55it/s, v_num=9, loss/train=0.179, alignment/train=0.0712, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 59%|█████▉ | 278/469 [00:26<00:18, 10.55it/s, v_num=9, loss/train=0.182, alignment/train=0.0736, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 59%|█████▉ | 279/469 [00:26<00:18, 10.55it/s, v_num=9, loss/train=0.182, alignment/train=0.0736, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 59%|█████▉ | 279/469 [00:26<00:18, 10.55it/s, v_num=9, loss/train=0.202, alignment/train=0.0932, uniformity/train=-3.54, contrastive_acc/train=0.988, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 60%|█████▉ | 280/469 [00:26<00:17, 10.54it/s, v_num=9, loss/train=0.202, alignment/train=0.0932, uniformity/train=-3.54, contrastive_acc/train=0.988, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 60%|█████▉ | 280/469 [00:26<00:17, 10.54it/s, v_num=9, loss/train=0.184, alignment/train=0.0773, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 60%|█████▉ | 281/469 [00:26<00:17, 10.55it/s, v_num=9, loss/train=0.184, alignment/train=0.0773, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 60%|█████▉ | 281/469 [00:26<00:17, 10.55it/s, v_num=9, loss/train=0.214, alignment/train=0.0911, uniformity/train=-3.54, contrastive_acc/train=0.988, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 60%|██████ | 282/469 [00:26<00:17, 10.57it/s, v_num=9, loss/train=0.214, alignment/train=0.0911, uniformity/train=-3.54, contrastive_acc/train=0.988, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 60%|██████ | 282/469 [00:26<00:17, 10.57it/s, v_num=9, loss/train=0.198, alignment/train=0.0818, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 60%|██████ | 283/469 [00:26<00:17, 10.58it/s, v_num=9, loss/train=0.198, alignment/train=0.0818, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 60%|██████ | 283/469 [00:26<00:17, 10.58it/s, v_num=9, loss/train=0.209, alignment/train=0.0823, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 61%|██████ | 284/469 [00:26<00:17, 10.59it/s, v_num=9, loss/train=0.209, alignment/train=0.0823, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 61%|██████ | 284/469 [00:26<00:17, 10.59it/s, v_num=9, loss/train=0.189, alignment/train=0.0843, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 61%|██████ | 285/469 [00:26<00:17, 10.58it/s, v_num=9, loss/train=0.189, alignment/train=0.0843, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 61%|██████ | 285/469 [00:26<00:17, 10.58it/s, v_num=9, loss/train=0.160, alignment/train=0.076, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 61%|██████ | 286/469 [00:27<00:17, 10.56it/s, v_num=9, loss/train=0.160, alignment/train=0.076, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 61%|██████ | 286/469 [00:27<00:17, 10.56it/s, v_num=9, loss/train=0.195, alignment/train=0.0864, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 61%|██████ | 287/469 [00:27<00:17, 10.57it/s, v_num=9, loss/train=0.195, alignment/train=0.0864, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 61%|██████ | 287/469 [00:27<00:17, 10.57it/s, v_num=9, loss/train=0.182, alignment/train=0.0728, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 61%|██████▏ | 288/469 [00:27<00:17, 10.57it/s, v_num=9, loss/train=0.182, alignment/train=0.0728, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 61%|██████▏ | 288/469 [00:27<00:17, 10.57it/s, v_num=9, loss/train=0.177, alignment/train=0.0787, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 62%|██████▏ | 289/469 [00:27<00:17, 10.59it/s, v_num=9, loss/train=0.177, alignment/train=0.0787, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 62%|██████▏ | 289/469 [00:27<00:17, 10.59it/s, v_num=9, loss/train=0.184, alignment/train=0.0756, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 62%|██████▏ | 290/469 [00:27<00:16, 10.58it/s, v_num=9, loss/train=0.184, alignment/train=0.0756, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 62%|██████▏ | 290/469 [00:27<00:16, 10.58it/s, v_num=9, loss/train=0.194, alignment/train=0.0866, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 62%|██████▏ | 291/469 [00:27<00:16, 10.59it/s, v_num=9, loss/train=0.194, alignment/train=0.0866, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 62%|██████▏ | 291/469 [00:27<00:16, 10.59it/s, v_num=9, loss/train=0.209, alignment/train=0.0932, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 62%|██████▏ | 292/469 [00:27<00:16, 10.59it/s, v_num=9, loss/train=0.209, alignment/train=0.0932, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 62%|██████▏ | 292/469 [00:27<00:16, 10.59it/s, v_num=9, loss/train=0.187, alignment/train=0.0731, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 62%|██████▏ | 293/469 [00:27<00:16, 10.57it/s, v_num=9, loss/train=0.187, alignment/train=0.0731, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 62%|██████▏ | 293/469 [00:27<00:16, 10.57it/s, v_num=9, loss/train=0.212, alignment/train=0.0794, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 63%|██████▎ | 294/469 [00:27<00:16, 10.58it/s, v_num=9, loss/train=0.212, alignment/train=0.0794, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 63%|██████▎ | 294/469 [00:27<00:16, 10.58it/s, v_num=9, loss/train=0.189, alignment/train=0.0826, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 63%|██████▎ | 295/469 [00:27<00:16, 10.60it/s, v_num=9, loss/train=0.189, alignment/train=0.0826, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 63%|██████▎ | 295/469 [00:27<00:16, 10.60it/s, v_num=9, loss/train=0.239, alignment/train=0.0857, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 63%|██████▎ | 296/469 [00:27<00:16, 10.61it/s, v_num=9, loss/train=0.239, alignment/train=0.0857, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 63%|██████▎ | 296/469 [00:27<00:16, 10.61it/s, v_num=9, loss/train=0.244, alignment/train=0.0768, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 63%|██████▎ | 297/469 [00:27<00:16, 10.61it/s, v_num=9, loss/train=0.244, alignment/train=0.0768, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 63%|██████▎ | 297/469 [00:27<00:16, 10.61it/s, v_num=9, loss/train=0.208, alignment/train=0.0747, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 64%|██████▎ | 298/469 [00:28<00:16, 10.61it/s, v_num=9, loss/train=0.208, alignment/train=0.0747, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 64%|██████▎ | 298/469 [00:28<00:16, 10.61it/s, v_num=9, loss/train=0.212, alignment/train=0.103, uniformity/train=-3.55, contrastive_acc/train=0.988, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 64%|██████▍ | 299/469 [00:28<00:16, 10.61it/s, v_num=9, loss/train=0.212, alignment/train=0.103, uniformity/train=-3.55, contrastive_acc/train=0.988, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 64%|██████▍ | 299/469 [00:28<00:16, 10.61it/s, v_num=9, loss/train=0.168, alignment/train=0.0837, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 64%|██████▍ | 300/469 [00:28<00:15, 10.59it/s, v_num=9, loss/train=0.168, alignment/train=0.0837, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 64%|██████▍ | 300/469 [00:28<00:15, 10.59it/s, v_num=9, loss/train=0.208, alignment/train=0.0715, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 64%|██████▍ | 301/469 [00:28<00:15, 10.61it/s, v_num=9, loss/train=0.208, alignment/train=0.0715, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 64%|██████▍ | 301/469 [00:28<00:15, 10.61it/s, v_num=9, loss/train=0.190, alignment/train=0.0717, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 64%|██████▍ | 302/469 [00:28<00:15, 10.61it/s, v_num=9, loss/train=0.190, alignment/train=0.0717, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 64%|██████▍ | 302/469 [00:28<00:15, 10.61it/s, v_num=9, loss/train=0.203, alignment/train=0.0906, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 65%|██████▍ | 303/469 [00:28<00:15, 10.61it/s, v_num=9, loss/train=0.203, alignment/train=0.0906, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 65%|██████▍ | 303/469 [00:28<00:15, 10.61it/s, v_num=9, loss/train=0.176, alignment/train=0.086, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 65%|██████▍ | 304/469 [00:28<00:15, 10.61it/s, v_num=9, loss/train=0.176, alignment/train=0.086, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 65%|██████▍ | 304/469 [00:28<00:15, 10.61it/s, v_num=9, loss/train=0.173, alignment/train=0.0694, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 65%|██████▌ | 305/469 [00:28<00:15, 10.62it/s, v_num=9, loss/train=0.173, alignment/train=0.0694, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 65%|██████▌ | 305/469 [00:28<00:15, 10.62it/s, v_num=9, loss/train=0.177, alignment/train=0.0829, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 65%|██████▌ | 306/469 [00:28<00:15, 10.63it/s, v_num=9, loss/train=0.177, alignment/train=0.0829, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 65%|██████▌ | 306/469 [00:28<00:15, 10.63it/s, v_num=9, loss/train=0.184, alignment/train=0.0664, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 65%|██████▌ | 307/469 [00:28<00:15, 10.62it/s, v_num=9, loss/train=0.184, alignment/train=0.0664, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 65%|██████▌ | 307/469 [00:28<00:15, 10.62it/s, v_num=9, loss/train=0.177, alignment/train=0.0786, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 66%|██████▌ | 308/469 [00:28<00:15, 10.63it/s, v_num=9, loss/train=0.177, alignment/train=0.0786, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 66%|██████▌ | 308/469 [00:28<00:15, 10.63it/s, v_num=9, loss/train=0.199, alignment/train=0.0871, uniformity/train=-3.55, contrastive_acc/train=0.988, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 66%|██████▌ | 309/469 [00:29<00:15, 10.63it/s, v_num=9, loss/train=0.199, alignment/train=0.0871, uniformity/train=-3.55, contrastive_acc/train=0.988, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 66%|██████▌ | 309/469 [00:29<00:15, 10.63it/s, v_num=9, loss/train=0.143, alignment/train=0.0731, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 66%|██████▌ | 310/469 [00:29<00:14, 10.63it/s, v_num=9, loss/train=0.143, alignment/train=0.0731, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 66%|██████▌ | 310/469 [00:29<00:14, 10.62it/s, v_num=9, loss/train=0.200, alignment/train=0.0813, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 66%|██████▋ | 311/469 [00:29<00:14, 10.64it/s, v_num=9, loss/train=0.200, alignment/train=0.0813, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 66%|██████▋ | 311/469 [00:29<00:14, 10.64it/s, v_num=9, loss/train=0.170, alignment/train=0.0747, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 67%|██████▋ | 312/469 [00:29<00:14, 10.61it/s, v_num=9, loss/train=0.170, alignment/train=0.0747, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 67%|██████▋ | 312/469 [00:29<00:14, 10.61it/s, v_num=9, loss/train=0.183, alignment/train=0.0873, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 67%|██████▋ | 313/469 [00:29<00:14, 10.62it/s, v_num=9, loss/train=0.183, alignment/train=0.0873, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 67%|██████▋ | 313/469 [00:29<00:14, 10.62it/s, v_num=9, loss/train=0.193, alignment/train=0.0816, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 67%|██████▋ | 314/469 [00:29<00:14, 10.64it/s, v_num=9, loss/train=0.193, alignment/train=0.0816, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 67%|██████▋ | 314/469 [00:29<00:14, 10.64it/s, v_num=9, loss/train=0.228, alignment/train=0.0818, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 67%|██████▋ | 315/469 [00:29<00:14, 10.65it/s, v_num=9, loss/train=0.228, alignment/train=0.0818, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 67%|██████▋ | 315/469 [00:29<00:14, 10.65it/s, v_num=9, loss/train=0.185, alignment/train=0.0748, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 67%|██████▋ | 316/469 [00:29<00:14, 10.66it/s, v_num=9, loss/train=0.185, alignment/train=0.0748, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 67%|██████▋ | 316/469 [00:29<00:14, 10.66it/s, v_num=9, loss/train=0.169, alignment/train=0.0771, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 68%|██████▊ | 317/469 [00:29<00:14, 10.65it/s, v_num=9, loss/train=0.169, alignment/train=0.0771, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 68%|██████▊ | 317/469 [00:29<00:14, 10.65it/s, v_num=9, loss/train=0.203, alignment/train=0.0869, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 68%|██████▊ | 318/469 [00:29<00:14, 10.63it/s, v_num=9, loss/train=0.203, alignment/train=0.0869, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 68%|██████▊ | 318/469 [00:29<00:14, 10.63it/s, v_num=9, loss/train=0.191, alignment/train=0.0755, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 68%|██████▊ | 319/469 [00:29<00:14, 10.64it/s, v_num=9, loss/train=0.191, alignment/train=0.0755, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 68%|██████▊ | 319/469 [00:29<00:14, 10.64it/s, v_num=9, loss/train=0.214, alignment/train=0.0841, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 68%|██████▊ | 320/469 [00:30<00:13, 10.65it/s, v_num=9, loss/train=0.214, alignment/train=0.0841, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 68%|██████▊ | 320/469 [00:30<00:13, 10.65it/s, v_num=9, loss/train=0.201, alignment/train=0.0806, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 68%|██████▊ | 321/469 [00:30<00:13, 10.66it/s, v_num=9, loss/train=0.201, alignment/train=0.0806, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 68%|██████▊ | 321/469 [00:30<00:13, 10.66it/s, v_num=9, loss/train=0.188, alignment/train=0.074, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 69%|██████▊ | 322/469 [00:30<00:13, 10.68it/s, v_num=9, loss/train=0.188, alignment/train=0.074, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 69%|██████▊ | 322/469 [00:30<00:13, 10.68it/s, v_num=9, loss/train=0.179, alignment/train=0.0833, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 69%|██████▉ | 323/469 [00:30<00:13, 10.64it/s, v_num=9, loss/train=0.179, alignment/train=0.0833, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 69%|██████▉ | 323/469 [00:30<00:13, 10.64it/s, v_num=9, loss/train=0.199, alignment/train=0.077, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 69%|██████▉ | 324/469 [00:30<00:13, 10.64it/s, v_num=9, loss/train=0.199, alignment/train=0.077, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 69%|██████▉ | 324/469 [00:30<00:13, 10.64it/s, v_num=9, loss/train=0.191, alignment/train=0.0729, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 69%|██████▉ | 325/469 [00:30<00:13, 10.65it/s, v_num=9, loss/train=0.191, alignment/train=0.0729, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 69%|██████▉ | 325/469 [00:30<00:13, 10.65it/s, v_num=9, loss/train=0.180, alignment/train=0.0783, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 70%|██████▉ | 326/469 [00:30<00:13, 10.63it/s, v_num=9, loss/train=0.180, alignment/train=0.0783, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 70%|██████▉ | 326/469 [00:30<00:13, 10.63it/s, v_num=9, loss/train=0.174, alignment/train=0.0844, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 70%|██████▉ | 327/469 [00:30<00:13, 10.65it/s, v_num=9, loss/train=0.174, alignment/train=0.0844, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 70%|██████▉ | 327/469 [00:30<00:13, 10.65it/s, v_num=9, loss/train=0.184, alignment/train=0.0814, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 70%|██████▉ | 328/469 [00:30<00:13, 10.66it/s, v_num=9, loss/train=0.184, alignment/train=0.0814, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 70%|██████▉ | 328/469 [00:30<00:13, 10.66it/s, v_num=9, loss/train=0.206, alignment/train=0.0896, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 70%|███████ | 329/469 [00:30<00:13, 10.67it/s, v_num=9, loss/train=0.206, alignment/train=0.0896, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 70%|███████ | 329/469 [00:30<00:13, 10.67it/s, v_num=9, loss/train=0.183, alignment/train=0.0875, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 70%|███████ | 330/469 [00:30<00:13, 10.67it/s, v_num=9, loss/train=0.183, alignment/train=0.0875, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 70%|███████ | 330/469 [00:30<00:13, 10.66it/s, v_num=9, loss/train=0.176, alignment/train=0.0746, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 71%|███████ | 331/469 [00:31<00:12, 10.66it/s, v_num=9, loss/train=0.176, alignment/train=0.0746, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 71%|███████ | 331/469 [00:31<00:12, 10.65it/s, v_num=9, loss/train=0.189, alignment/train=0.0779, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 71%|███████ | 332/469 [00:31<00:12, 10.66it/s, v_num=9, loss/train=0.189, alignment/train=0.0779, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 71%|███████ | 332/469 [00:31<00:12, 10.66it/s, v_num=9, loss/train=0.176, alignment/train=0.0723, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 71%|███████ | 333/469 [00:31<00:12, 10.66it/s, v_num=9, loss/train=0.176, alignment/train=0.0723, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 71%|███████ | 333/469 [00:31<00:12, 10.66it/s, v_num=9, loss/train=0.209, alignment/train=0.076, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 71%|███████ | 334/469 [00:31<00:12, 10.67it/s, v_num=9, loss/train=0.209, alignment/train=0.076, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 71%|███████ | 334/469 [00:31<00:12, 10.67it/s, v_num=9, loss/train=0.208, alignment/train=0.081, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 71%|███████▏ | 335/469 [00:31<00:12, 10.67it/s, v_num=9, loss/train=0.208, alignment/train=0.081, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 71%|███████▏ | 335/469 [00:31<00:12, 10.67it/s, v_num=9, loss/train=0.157, alignment/train=0.0809, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 72%|███████▏ | 336/469 [00:31<00:12, 10.67it/s, v_num=9, loss/train=0.157, alignment/train=0.0809, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 72%|███████▏ | 336/469 [00:31<00:12, 10.67it/s, v_num=9, loss/train=0.182, alignment/train=0.0762, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 72%|███████▏ | 337/469 [00:31<00:12, 10.68it/s, v_num=9, loss/train=0.182, alignment/train=0.0762, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 72%|███████▏ | 337/469 [00:31<00:12, 10.68it/s, v_num=9, loss/train=0.190, alignment/train=0.076, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 72%|███████▏ | 338/469 [00:31<00:12, 10.68it/s, v_num=9, loss/train=0.190, alignment/train=0.076, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 72%|███████▏ | 338/469 [00:31<00:12, 10.68it/s, v_num=9, loss/train=0.158, alignment/train=0.0789, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 72%|███████▏ | 339/469 [00:31<00:12, 10.68it/s, v_num=9, loss/train=0.158, alignment/train=0.0789, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 72%|███████▏ | 339/469 [00:31<00:12, 10.68it/s, v_num=9, loss/train=0.177, alignment/train=0.0822, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 72%|███████▏ | 340/469 [00:31<00:12, 10.70it/s, v_num=9, loss/train=0.177, alignment/train=0.0822, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 72%|███████▏ | 340/469 [00:31<00:12, 10.70it/s, v_num=9, loss/train=0.184, alignment/train=0.0802, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 73%|███████▎ | 341/469 [00:31<00:11, 10.68it/s, v_num=9, loss/train=0.184, alignment/train=0.0802, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 73%|███████▎ | 341/469 [00:31<00:11, 10.68it/s, v_num=9, loss/train=0.210, alignment/train=0.0955, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 73%|███████▎ | 342/469 [00:32<00:11, 10.67it/s, v_num=9, loss/train=0.210, alignment/train=0.0955, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 73%|███████▎ | 342/469 [00:32<00:11, 10.67it/s, v_num=9, loss/train=0.203, alignment/train=0.0943, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 73%|███████▎ | 343/469 [00:32<00:11, 10.68it/s, v_num=9, loss/train=0.203, alignment/train=0.0943, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 73%|███████▎ | 343/469 [00:32<00:11, 10.68it/s, v_num=9, loss/train=0.178, alignment/train=0.0791, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 73%|███████▎ | 344/469 [00:32<00:11, 10.68it/s, v_num=9, loss/train=0.178, alignment/train=0.0791, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 73%|███████▎ | 344/469 [00:32<00:11, 10.68it/s, v_num=9, loss/train=0.183, alignment/train=0.0743, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 74%|███████▎ | 345/469 [00:32<00:11, 10.68it/s, v_num=9, loss/train=0.183, alignment/train=0.0743, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 74%|███████▎ | 345/469 [00:32<00:11, 10.68it/s, v_num=9, loss/train=0.199, alignment/train=0.0766, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 74%|███████▍ | 346/469 [00:32<00:11, 10.69it/s, v_num=9, loss/train=0.199, alignment/train=0.0766, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 74%|███████▍ | 346/469 [00:32<00:11, 10.69it/s, v_num=9, loss/train=0.159, alignment/train=0.0818, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 74%|███████▍ | 347/469 [00:32<00:11, 10.69it/s, v_num=9, loss/train=0.159, alignment/train=0.0818, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 74%|███████▍ | 347/469 [00:32<00:11, 10.69it/s, v_num=9, loss/train=0.188, alignment/train=0.0872, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 74%|███████▍ | 348/469 [00:32<00:11, 10.68it/s, v_num=9, loss/train=0.188, alignment/train=0.0872, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 74%|███████▍ | 348/469 [00:32<00:11, 10.68it/s, v_num=9, loss/train=0.165, alignment/train=0.0818, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 74%|███████▍ | 349/469 [00:32<00:11, 10.69it/s, v_num=9, loss/train=0.165, alignment/train=0.0818, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 74%|███████▍ | 349/469 [00:32<00:11, 10.69it/s, v_num=9, loss/train=0.198, alignment/train=0.0851, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 75%|███████▍ | 350/469 [00:32<00:11, 10.71it/s, v_num=9, loss/train=0.198, alignment/train=0.0851, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 75%|███████▍ | 350/469 [00:32<00:11, 10.71it/s, v_num=9, loss/train=0.180, alignment/train=0.0779, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 75%|███████▍ | 351/469 [00:32<00:11, 10.70it/s, v_num=9, loss/train=0.180, alignment/train=0.0779, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 75%|███████▍ | 351/469 [00:32<00:11, 10.70it/s, v_num=9, loss/train=0.188, alignment/train=0.0831, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 75%|███████▌ | 352/469 [00:32<00:10, 10.68it/s, v_num=9, loss/train=0.188, alignment/train=0.0831, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 75%|███████▌ | 352/469 [00:32<00:10, 10.68it/s, v_num=9, loss/train=0.175, alignment/train=0.088, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 75%|███████▌ | 353/469 [00:33<00:10, 10.69it/s, v_num=9, loss/train=0.175, alignment/train=0.088, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 75%|███████▌ | 353/469 [00:33<00:10, 10.69it/s, v_num=9, loss/train=0.185, alignment/train=0.0774, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 75%|███████▌ | 354/469 [00:33<00:10, 10.69it/s, v_num=9, loss/train=0.185, alignment/train=0.0774, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 75%|███████▌ | 354/469 [00:33<00:10, 10.69it/s, v_num=9, loss/train=0.203, alignment/train=0.081, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 76%|███████▌ | 355/469 [00:33<00:10, 10.71it/s, v_num=9, loss/train=0.203, alignment/train=0.081, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 76%|███████▌ | 355/469 [00:33<00:10, 10.71it/s, v_num=9, loss/train=0.181, alignment/train=0.0852, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 76%|███████▌ | 356/469 [00:33<00:10, 10.70it/s, v_num=9, loss/train=0.181, alignment/train=0.0852, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 76%|███████▌ | 356/469 [00:33<00:10, 10.70it/s, v_num=9, loss/train=0.174, alignment/train=0.080, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 76%|███████▌ | 357/469 [00:33<00:10, 10.71it/s, v_num=9, loss/train=0.174, alignment/train=0.080, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 76%|███████▌ | 357/469 [00:33<00:10, 10.71it/s, v_num=9, loss/train=0.173, alignment/train=0.0827, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 76%|███████▋ | 358/469 [00:33<00:10, 10.71it/s, v_num=9, loss/train=0.173, alignment/train=0.0827, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 76%|███████▋ | 358/469 [00:33<00:10, 10.71it/s, v_num=9, loss/train=0.171, alignment/train=0.0742, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 77%|███████▋ | 359/469 [00:33<00:10, 10.72it/s, v_num=9, loss/train=0.171, alignment/train=0.0742, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 77%|███████▋ | 359/469 [00:33<00:10, 10.72it/s, v_num=9, loss/train=0.169, alignment/train=0.0791, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 77%|███████▋ | 360/469 [00:33<00:10, 10.72it/s, v_num=9, loss/train=0.169, alignment/train=0.0791, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 77%|███████▋ | 360/469 [00:33<00:10, 10.72it/s, v_num=9, loss/train=0.187, alignment/train=0.0654, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 77%|███████▋ | 361/469 [00:33<00:10, 10.71it/s, v_num=9, loss/train=0.187, alignment/train=0.0654, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 77%|███████▋ | 361/469 [00:33<00:10, 10.71it/s, v_num=9, loss/train=0.219, alignment/train=0.0932, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 77%|███████▋ | 362/469 [00:33<00:09, 10.72it/s, v_num=9, loss/train=0.219, alignment/train=0.0932, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 77%|███████▋ | 362/469 [00:33<00:09, 10.72it/s, v_num=9, loss/train=0.237, alignment/train=0.0917, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 77%|███████▋ | 363/469 [00:33<00:09, 10.73it/s, v_num=9, loss/train=0.237, alignment/train=0.0917, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 77%|███████▋ | 363/469 [00:33<00:09, 10.73it/s, v_num=9, loss/train=0.196, alignment/train=0.0791, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 78%|███████▊ | 364/469 [00:33<00:09, 10.73it/s, v_num=9, loss/train=0.196, alignment/train=0.0791, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 78%|███████▊ | 364/469 [00:33<00:09, 10.73it/s, v_num=9, loss/train=0.178, alignment/train=0.0806, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 78%|███████▊ | 365/469 [00:34<00:09, 10.70it/s, v_num=9, loss/train=0.178, alignment/train=0.0806, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 78%|███████▊ | 365/469 [00:34<00:09, 10.70it/s, v_num=9, loss/train=0.187, alignment/train=0.0844, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 78%|███████▊ | 366/469 [00:34<00:09, 10.71it/s, v_num=9, loss/train=0.187, alignment/train=0.0844, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 78%|███████▊ | 366/469 [00:34<00:09, 10.70it/s, v_num=9, loss/train=0.218, alignment/train=0.080, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 78%|███████▊ | 367/469 [00:34<00:09, 10.71it/s, v_num=9, loss/train=0.218, alignment/train=0.080, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 78%|███████▊ | 367/469 [00:34<00:09, 10.71it/s, v_num=9, loss/train=0.204, alignment/train=0.088, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 78%|███████▊ | 368/469 [00:34<00:09, 10.72it/s, v_num=9, loss/train=0.204, alignment/train=0.088, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 78%|███████▊ | 368/469 [00:34<00:09, 10.72it/s, v_num=9, loss/train=0.167, alignment/train=0.0717, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 79%|███████▊ | 369/469 [00:34<00:09, 10.72it/s, v_num=9, loss/train=0.167, alignment/train=0.0717, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 79%|███████▊ | 369/469 [00:34<00:09, 10.72it/s, v_num=9, loss/train=0.161, alignment/train=0.0769, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 79%|███████▉ | 370/469 [00:34<00:09, 10.70it/s, v_num=9, loss/train=0.161, alignment/train=0.0769, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 79%|███████▉ | 370/469 [00:34<00:09, 10.70it/s, v_num=9, loss/train=0.188, alignment/train=0.0801, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 79%|███████▉ | 371/469 [00:34<00:09, 10.71it/s, v_num=9, loss/train=0.188, alignment/train=0.0801, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 79%|███████▉ | 371/469 [00:34<00:09, 10.71it/s, v_num=9, loss/train=0.183, alignment/train=0.0781, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 79%|███████▉ | 372/469 [00:34<00:09, 10.72it/s, v_num=9, loss/train=0.183, alignment/train=0.0781, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 79%|███████▉ | 372/469 [00:34<00:09, 10.72it/s, v_num=9, loss/train=0.226, alignment/train=0.0922, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 80%|███████▉ | 373/469 [00:34<00:08, 10.73it/s, v_num=9, loss/train=0.226, alignment/train=0.0922, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 80%|███████▉ | 373/469 [00:34<00:08, 10.73it/s, v_num=9, loss/train=0.156, alignment/train=0.0769, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 80%|███████▉ | 374/469 [00:34<00:08, 10.71it/s, v_num=9, loss/train=0.156, alignment/train=0.0769, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 80%|███████▉ | 374/469 [00:34<00:08, 10.71it/s, v_num=9, loss/train=0.210, alignment/train=0.0899, uniformity/train=-3.53, contrastive_acc/train=0.988, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 80%|███████▉ | 375/469 [00:34<00:08, 10.71it/s, v_num=9, loss/train=0.210, alignment/train=0.0899, uniformity/train=-3.53, contrastive_acc/train=0.988, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 80%|███████▉ | 375/469 [00:35<00:08, 10.71it/s, v_num=9, loss/train=0.156, alignment/train=0.0822, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 80%|████████ | 376/469 [00:35<00:08, 10.73it/s, v_num=9, loss/train=0.156, alignment/train=0.0822, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 80%|████████ | 376/469 [00:35<00:08, 10.73it/s, v_num=9, loss/train=0.168, alignment/train=0.0752, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 80%|████████ | 377/469 [00:35<00:08, 10.73it/s, v_num=9, loss/train=0.168, alignment/train=0.0752, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 80%|████████ | 377/469 [00:35<00:08, 10.72it/s, v_num=9, loss/train=0.142, alignment/train=0.0758, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 81%|████████ | 378/469 [00:35<00:08, 10.74it/s, v_num=9, loss/train=0.142, alignment/train=0.0758, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 81%|████████ | 378/469 [00:35<00:08, 10.74it/s, v_num=9, loss/train=0.205, alignment/train=0.087, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 81%|████████ | 379/469 [00:35<00:08, 10.74it/s, v_num=9, loss/train=0.205, alignment/train=0.087, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 81%|████████ | 379/469 [00:35<00:08, 10.74it/s, v_num=9, loss/train=0.191, alignment/train=0.0821, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 81%|████████ | 380/469 [00:35<00:08, 10.74it/s, v_num=9, loss/train=0.191, alignment/train=0.0821, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 81%|████████ | 380/469 [00:35<00:08, 10.74it/s, v_num=9, loss/train=0.172, alignment/train=0.0741, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 81%|████████ | 381/469 [00:35<00:08, 10.74it/s, v_num=9, loss/train=0.172, alignment/train=0.0741, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 81%|████████ | 381/469 [00:35<00:08, 10.74it/s, v_num=9, loss/train=0.194, alignment/train=0.0806, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 81%|████████▏ | 382/469 [00:35<00:08, 10.73it/s, v_num=9, loss/train=0.194, alignment/train=0.0806, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 81%|████████▏ | 382/469 [00:35<00:08, 10.73it/s, v_num=9, loss/train=0.154, alignment/train=0.0731, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 82%|████████▏ | 383/469 [00:35<00:08, 10.73it/s, v_num=9, loss/train=0.154, alignment/train=0.0731, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 82%|████████▏ | 383/469 [00:35<00:08, 10.73it/s, v_num=9, loss/train=0.207, alignment/train=0.0862, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 82%|████████▏ | 384/469 [00:35<00:07, 10.73it/s, v_num=9, loss/train=0.207, alignment/train=0.0862, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 82%|████████▏ | 384/469 [00:35<00:07, 10.73it/s, v_num=9, loss/train=0.161, alignment/train=0.073, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 82%|████████▏ | 385/469 [00:35<00:07, 10.74it/s, v_num=9, loss/train=0.161, alignment/train=0.073, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 82%|████████▏ | 385/469 [00:35<00:07, 10.74it/s, v_num=9, loss/train=0.172, alignment/train=0.0811, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 82%|████████▏ | 386/469 [00:35<00:07, 10.75it/s, v_num=9, loss/train=0.172, alignment/train=0.0811, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 82%|████████▏ | 386/469 [00:35<00:07, 10.75it/s, v_num=9, loss/train=0.150, alignment/train=0.0734, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 83%|████████▎ | 387/469 [00:36<00:07, 10.73it/s, v_num=9, loss/train=0.150, alignment/train=0.0734, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 83%|████████▎ | 387/469 [00:36<00:07, 10.73it/s, v_num=9, loss/train=0.211, alignment/train=0.0903, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 83%|████████▎ | 388/469 [00:36<00:07, 10.73it/s, v_num=9, loss/train=0.211, alignment/train=0.0903, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 83%|████████▎ | 388/469 [00:36<00:07, 10.72it/s, v_num=9, loss/train=0.204, alignment/train=0.0927, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 83%|████████▎ | 389/469 [00:36<00:07, 10.74it/s, v_num=9, loss/train=0.204, alignment/train=0.0927, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 83%|████████▎ | 389/469 [00:36<00:07, 10.74it/s, v_num=9, loss/train=0.189, alignment/train=0.078, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 83%|████████▎ | 390/469 [00:36<00:07, 10.75it/s, v_num=9, loss/train=0.189, alignment/train=0.078, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 83%|████████▎ | 390/469 [00:36<00:07, 10.75it/s, v_num=9, loss/train=0.199, alignment/train=0.0852, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 83%|████████▎ | 391/469 [00:36<00:07, 10.73it/s, v_num=9, loss/train=0.199, alignment/train=0.0852, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 83%|████████▎ | 391/469 [00:36<00:07, 10.73it/s, v_num=9, loss/train=0.195, alignment/train=0.0775, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 84%|████████▎ | 392/469 [00:36<00:07, 10.73it/s, v_num=9, loss/train=0.195, alignment/train=0.0775, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 84%|████████▎ | 392/469 [00:36<00:07, 10.73it/s, v_num=9, loss/train=0.222, alignment/train=0.0888, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 84%|████████▍ | 393/469 [00:36<00:07, 10.74it/s, v_num=9, loss/train=0.222, alignment/train=0.0888, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 84%|████████▍ | 393/469 [00:36<00:07, 10.74it/s, v_num=9, loss/train=0.182, alignment/train=0.0968, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 84%|████████▍ | 394/469 [00:36<00:06, 10.74it/s, v_num=9, loss/train=0.182, alignment/train=0.0968, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 84%|████████▍ | 394/469 [00:36<00:06, 10.74it/s, v_num=9, loss/train=0.196, alignment/train=0.0811, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 84%|████████▍ | 395/469 [00:36<00:06, 10.73it/s, v_num=9, loss/train=0.196, alignment/train=0.0811, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 84%|████████▍ | 395/469 [00:36<00:06, 10.73it/s, v_num=9, loss/train=0.189, alignment/train=0.087, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 84%|████████▍ | 396/469 [00:36<00:06, 10.74it/s, v_num=9, loss/train=0.189, alignment/train=0.087, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 84%|████████▍ | 396/469 [00:36<00:06, 10.74it/s, v_num=9, loss/train=0.188, alignment/train=0.0801, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 85%|████████▍ | 397/469 [00:36<00:06, 10.74it/s, v_num=9, loss/train=0.188, alignment/train=0.0801, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 85%|████████▍ | 397/469 [00:36<00:06, 10.74it/s, v_num=9, loss/train=0.149, alignment/train=0.0705, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 85%|████████▍ | 398/469 [00:37<00:06, 10.74it/s, v_num=9, loss/train=0.149, alignment/train=0.0705, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 85%|████████▍ | 398/469 [00:37<00:06, 10.74it/s, v_num=9, loss/train=0.208, alignment/train=0.0844, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 85%|████████▌ | 399/469 [00:37<00:06, 10.75it/s, v_num=9, loss/train=0.208, alignment/train=0.0844, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 85%|████████▌ | 399/469 [00:37<00:06, 10.75it/s, v_num=9, loss/train=0.178, alignment/train=0.0782, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 85%|████████▌ | 400/469 [00:37<00:06, 10.76it/s, v_num=9, loss/train=0.178, alignment/train=0.0782, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 85%|████████▌ | 400/469 [00:37<00:06, 10.76it/s, v_num=9, loss/train=0.220, alignment/train=0.0854, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 86%|████████▌ | 401/469 [00:37<00:06, 10.73it/s, v_num=9, loss/train=0.220, alignment/train=0.0854, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 86%|████████▌ | 401/469 [00:37<00:06, 10.73it/s, v_num=9, loss/train=0.211, alignment/train=0.0854, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 86%|████████▌ | 402/469 [00:37<00:06, 10.74it/s, v_num=9, loss/train=0.211, alignment/train=0.0854, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 86%|████████▌ | 402/469 [00:37<00:06, 10.74it/s, v_num=9, loss/train=0.178, alignment/train=0.0758, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 86%|████████▌ | 403/469 [00:37<00:06, 10.75it/s, v_num=9, loss/train=0.178, alignment/train=0.0758, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 86%|████████▌ | 403/469 [00:37<00:06, 10.75it/s, v_num=9, loss/train=0.174, alignment/train=0.079, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 86%|████████▌ | 404/469 [00:37<00:06, 10.74it/s, v_num=9, loss/train=0.174, alignment/train=0.079, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 86%|████████▌ | 404/469 [00:37<00:06, 10.74it/s, v_num=9, loss/train=0.188, alignment/train=0.0763, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 86%|████████▋ | 405/469 [00:37<00:05, 10.74it/s, v_num=9, loss/train=0.188, alignment/train=0.0763, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 86%|████████▋ | 405/469 [00:37<00:05, 10.74it/s, v_num=9, loss/train=0.222, alignment/train=0.089, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 87%|████████▋ | 406/469 [00:37<00:05, 10.76it/s, v_num=9, loss/train=0.222, alignment/train=0.089, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 87%|████████▋ | 406/469 [00:37<00:05, 10.75it/s, v_num=9, loss/train=0.179, alignment/train=0.0868, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 87%|████████▋ | 407/469 [00:37<00:05, 10.77it/s, v_num=9, loss/train=0.179, alignment/train=0.0868, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 87%|████████▋ | 407/469 [00:37<00:05, 10.77it/s, v_num=9, loss/train=0.194, alignment/train=0.0889, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 87%|████████▋ | 408/469 [00:37<00:05, 10.75it/s, v_num=9, loss/train=0.194, alignment/train=0.0889, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 87%|████████▋ | 408/469 [00:37<00:05, 10.75it/s, v_num=9, loss/train=0.167, alignment/train=0.0808, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 87%|████████▋ | 409/469 [00:38<00:05, 10.75it/s, v_num=9, loss/train=0.167, alignment/train=0.0808, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 87%|████████▋ | 409/469 [00:38<00:05, 10.75it/s, v_num=9, loss/train=0.205, alignment/train=0.0931, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 87%|████████▋ | 410/469 [00:38<00:05, 10.76it/s, v_num=9, loss/train=0.205, alignment/train=0.0931, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 87%|████████▋ | 410/469 [00:38<00:05, 10.76it/s, v_num=9, loss/train=0.188, alignment/train=0.0822, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 88%|████████▊ | 411/469 [00:38<00:05, 10.77it/s, v_num=9, loss/train=0.188, alignment/train=0.0822, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 88%|████████▊ | 411/469 [00:38<00:05, 10.77it/s, v_num=9, loss/train=0.180, alignment/train=0.0779, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 88%|████████▊ | 412/469 [00:38<00:05, 10.78it/s, v_num=9, loss/train=0.180, alignment/train=0.0779, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 88%|████████▊ | 412/469 [00:38<00:05, 10.78it/s, v_num=9, loss/train=0.201, alignment/train=0.0858, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 88%|████████▊ | 413/469 [00:38<00:05, 10.76it/s, v_num=9, loss/train=0.201, alignment/train=0.0858, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 88%|████████▊ | 413/469 [00:38<00:05, 10.76it/s, v_num=9, loss/train=0.185, alignment/train=0.0686, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 88%|████████▊ | 414/469 [00:38<00:05, 10.75it/s, v_num=9, loss/train=0.185, alignment/train=0.0686, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 88%|████████▊ | 414/469 [00:38<00:05, 10.75it/s, v_num=9, loss/train=0.187, alignment/train=0.0927, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 88%|████████▊ | 415/469 [00:38<00:05, 10.76it/s, v_num=9, loss/train=0.187, alignment/train=0.0927, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 88%|████████▊ | 415/469 [00:38<00:05, 10.76it/s, v_num=9, loss/train=0.145, alignment/train=0.072, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 89%|████████▊ | 416/469 [00:38<00:04, 10.77it/s, v_num=9, loss/train=0.145, alignment/train=0.072, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 89%|████████▊ | 416/469 [00:38<00:04, 10.77it/s, v_num=9, loss/train=0.194, alignment/train=0.0787, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 89%|████████▉ | 417/469 [00:38<00:04, 10.76it/s, v_num=9, loss/train=0.194, alignment/train=0.0787, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 89%|████████▉ | 417/469 [00:38<00:04, 10.76it/s, v_num=9, loss/train=0.190, alignment/train=0.0773, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 89%|████████▉ | 418/469 [00:38<00:04, 10.76it/s, v_num=9, loss/train=0.190, alignment/train=0.0773, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 89%|████████▉ | 418/469 [00:38<00:04, 10.76it/s, v_num=9, loss/train=0.191, alignment/train=0.0893, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 89%|████████▉ | 419/469 [00:38<00:04, 10.77it/s, v_num=9, loss/train=0.191, alignment/train=0.0893, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 89%|████████▉ | 419/469 [00:38<00:04, 10.77it/s, v_num=9, loss/train=0.184, alignment/train=0.077, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 90%|████████▉ | 420/469 [00:38<00:04, 10.78it/s, v_num=9, loss/train=0.184, alignment/train=0.077, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 90%|████████▉ | 420/469 [00:38<00:04, 10.78it/s, v_num=9, loss/train=0.175, alignment/train=0.0865, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 90%|████████▉ | 421/469 [00:39<00:04, 10.78it/s, v_num=9, loss/train=0.175, alignment/train=0.0865, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 90%|████████▉ | 421/469 [00:39<00:04, 10.78it/s, v_num=9, loss/train=0.201, alignment/train=0.0842, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 90%|████████▉ | 422/469 [00:39<00:04, 10.78it/s, v_num=9, loss/train=0.201, alignment/train=0.0842, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 90%|████████▉ | 422/469 [00:39<00:04, 10.78it/s, v_num=9, loss/train=0.185, alignment/train=0.0747, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 90%|█████████ | 423/469 [00:39<00:04, 10.78it/s, v_num=9, loss/train=0.185, alignment/train=0.0747, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 90%|█████████ | 423/469 [00:39<00:04, 10.78it/s, v_num=9, loss/train=0.220, alignment/train=0.0987, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 90%|█████████ | 424/469 [00:39<00:04, 10.77it/s, v_num=9, loss/train=0.220, alignment/train=0.0987, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 90%|█████████ | 424/469 [00:39<00:04, 10.77it/s, v_num=9, loss/train=0.200, alignment/train=0.0875, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 91%|█████████ | 425/469 [00:39<00:04, 10.77it/s, v_num=9, loss/train=0.200, alignment/train=0.0875, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 91%|█████████ | 425/469 [00:39<00:04, 10.77it/s, v_num=9, loss/train=0.182, alignment/train=0.0808, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 91%|█████████ | 426/469 [00:39<00:03, 10.77it/s, v_num=9, loss/train=0.182, alignment/train=0.0808, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 91%|█████████ | 426/469 [00:39<00:03, 10.77it/s, v_num=9, loss/train=0.215, alignment/train=0.0945, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 91%|█████████ | 427/469 [00:39<00:03, 10.78it/s, v_num=9, loss/train=0.215, alignment/train=0.0945, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 91%|█████████ | 427/469 [00:39<00:03, 10.78it/s, v_num=9, loss/train=0.169, alignment/train=0.077, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 91%|█████████▏| 428/469 [00:39<00:03, 10.78it/s, v_num=9, loss/train=0.169, alignment/train=0.077, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 91%|█████████▏| 428/469 [00:39<00:03, 10.78it/s, v_num=9, loss/train=0.179, alignment/train=0.0756, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 91%|█████████▏| 429/469 [00:39<00:03, 10.76it/s, v_num=9, loss/train=0.179, alignment/train=0.0756, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 91%|█████████▏| 429/469 [00:39<00:03, 10.76it/s, v_num=9, loss/train=0.195, alignment/train=0.0819, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 92%|█████████▏| 430/469 [00:39<00:03, 10.77it/s, v_num=9, loss/train=0.195, alignment/train=0.0819, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 92%|█████████▏| 430/469 [00:39<00:03, 10.77it/s, v_num=9, loss/train=0.170, alignment/train=0.083, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 92%|█████████▏| 431/469 [00:39<00:03, 10.78it/s, v_num=9, loss/train=0.170, alignment/train=0.083, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 92%|█████████▏| 431/469 [00:39<00:03, 10.78it/s, v_num=9, loss/train=0.178, alignment/train=0.0706, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 92%|█████████▏| 432/469 [00:40<00:03, 10.79it/s, v_num=9, loss/train=0.178, alignment/train=0.0706, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 92%|█████████▏| 432/469 [00:40<00:03, 10.79it/s, v_num=9, loss/train=0.173, alignment/train=0.0831, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 92%|█████████▏| 433/469 [00:40<00:03, 10.78it/s, v_num=9, loss/train=0.173, alignment/train=0.0831, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 92%|█████████▏| 433/469 [00:40<00:03, 10.78it/s, v_num=9, loss/train=0.205, alignment/train=0.0726, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 93%|█████████▎| 434/469 [00:40<00:03, 10.79it/s, v_num=9, loss/train=0.205, alignment/train=0.0726, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 93%|█████████▎| 434/469 [00:40<00:03, 10.79it/s, v_num=9, loss/train=0.199, alignment/train=0.0833, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 93%|█████████▎| 435/469 [00:40<00:03, 10.79it/s, v_num=9, loss/train=0.199, alignment/train=0.0833, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 93%|█████████▎| 435/469 [00:40<00:03, 10.79it/s, v_num=9, loss/train=0.172, alignment/train=0.0715, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 93%|█████████▎| 436/469 [00:40<00:03, 10.80it/s, v_num=9, loss/train=0.172, alignment/train=0.0715, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 93%|█████████▎| 436/469 [00:40<00:03, 10.80it/s, v_num=9, loss/train=0.162, alignment/train=0.0847, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 93%|█████████▎| 437/469 [00:40<00:02, 10.81it/s, v_num=9, loss/train=0.162, alignment/train=0.0847, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 93%|█████████▎| 437/469 [00:40<00:02, 10.81it/s, v_num=9, loss/train=0.164, alignment/train=0.0747, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 93%|█████████▎| 438/469 [00:40<00:02, 10.81it/s, v_num=9, loss/train=0.164, alignment/train=0.0747, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 93%|█████████▎| 438/469 [00:40<00:02, 10.81it/s, v_num=9, loss/train=0.202, alignment/train=0.0806, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 94%|█████████▎| 439/469 [00:40<00:02, 10.77it/s, v_num=9, loss/train=0.202, alignment/train=0.0806, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 94%|█████████▎| 439/469 [00:40<00:02, 10.77it/s, v_num=9, loss/train=0.189, alignment/train=0.0852, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 94%|█████████▍| 440/469 [00:40<00:02, 10.77it/s, v_num=9, loss/train=0.189, alignment/train=0.0852, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 94%|█████████▍| 440/469 [00:40<00:02, 10.77it/s, v_num=9, loss/train=0.181, alignment/train=0.085, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 94%|█████████▍| 441/469 [00:40<00:02, 10.78it/s, v_num=9, loss/train=0.181, alignment/train=0.085, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 94%|█████████▍| 441/469 [00:40<00:02, 10.78it/s, v_num=9, loss/train=0.195, alignment/train=0.0862, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 94%|█████████▍| 442/469 [00:41<00:02, 10.78it/s, v_num=9, loss/train=0.195, alignment/train=0.0862, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 94%|█████████▍| 442/469 [00:41<00:02, 10.78it/s, v_num=9, loss/train=0.173, alignment/train=0.0832, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 94%|█████████▍| 443/469 [00:41<00:02, 10.78it/s, v_num=9, loss/train=0.173, alignment/train=0.0832, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 94%|█████████▍| 443/469 [00:41<00:02, 10.78it/s, v_num=9, loss/train=0.161, alignment/train=0.0845, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 95%|█████████▍| 444/469 [00:41<00:02, 10.78it/s, v_num=9, loss/train=0.161, alignment/train=0.0845, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 95%|█████████▍| 444/469 [00:41<00:02, 10.78it/s, v_num=9, loss/train=0.213, alignment/train=0.0946, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 95%|█████████▍| 445/469 [00:41<00:02, 10.78it/s, v_num=9, loss/train=0.213, alignment/train=0.0946, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 95%|█████████▍| 445/469 [00:41<00:02, 10.78it/s, v_num=9, loss/train=0.154, alignment/train=0.0827, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 95%|█████████▌| 446/469 [00:41<00:02, 10.79it/s, v_num=9, loss/train=0.154, alignment/train=0.0827, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 95%|█████████▌| 446/469 [00:41<00:02, 10.79it/s, v_num=9, loss/train=0.196, alignment/train=0.0873, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 95%|█████████▌| 447/469 [00:41<00:02, 10.79it/s, v_num=9, loss/train=0.196, alignment/train=0.0873, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 95%|█████████▌| 447/469 [00:41<00:02, 10.79it/s, v_num=9, loss/train=0.190, alignment/train=0.0801, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 96%|█████████▌| 448/469 [00:41<00:01, 10.79it/s, v_num=9, loss/train=0.190, alignment/train=0.0801, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 96%|█████████▌| 448/469 [00:41<00:01, 10.79it/s, v_num=9, loss/train=0.181, alignment/train=0.0917, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 96%|█████████▌| 449/469 [00:41<00:01, 10.80it/s, v_num=9, loss/train=0.181, alignment/train=0.0917, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 96%|█████████▌| 449/469 [00:41<00:01, 10.80it/s, v_num=9, loss/train=0.186, alignment/train=0.0779, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 96%|█████████▌| 450/469 [00:41<00:01, 10.81it/s, v_num=9, loss/train=0.186, alignment/train=0.0779, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 96%|█████████▌| 450/469 [00:41<00:01, 10.81it/s, v_num=9, loss/train=0.162, alignment/train=0.0718, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 96%|█████████▌| 451/469 [00:41<00:01, 10.82it/s, v_num=9, loss/train=0.162, alignment/train=0.0718, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 96%|█████████▌| 451/469 [00:41<00:01, 10.82it/s, v_num=9, loss/train=0.197, alignment/train=0.0879, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 96%|█████████▋| 452/469 [00:41<00:01, 10.83it/s, v_num=9, loss/train=0.197, alignment/train=0.0879, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 96%|█████████▋| 452/469 [00:41<00:01, 10.83it/s, v_num=9, loss/train=0.200, alignment/train=0.0787, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 97%|█████████▋| 453/469 [00:41<00:01, 10.84it/s, v_num=9, loss/train=0.200, alignment/train=0.0787, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 97%|█████████▋| 453/469 [00:41<00:01, 10.84it/s, v_num=9, loss/train=0.205, alignment/train=0.0853, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 97%|█████████▋| 454/469 [00:41<00:01, 10.86it/s, v_num=9, loss/train=0.205, alignment/train=0.0853, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 97%|█████████▋| 454/469 [00:41<00:01, 10.85it/s, v_num=9, loss/train=0.187, alignment/train=0.0799, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 97%|█████████▋| 455/469 [00:41<00:01, 10.87it/s, v_num=9, loss/train=0.187, alignment/train=0.0799, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 97%|█████████▋| 455/469 [00:41<00:01, 10.87it/s, v_num=9, loss/train=0.214, alignment/train=0.0754, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 97%|█████████▋| 456/469 [00:41<00:01, 10.88it/s, v_num=9, loss/train=0.214, alignment/train=0.0754, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 97%|█████████▋| 456/469 [00:41<00:01, 10.88it/s, v_num=9, loss/train=0.202, alignment/train=0.076, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 97%|█████████▋| 457/469 [00:41<00:01, 10.90it/s, v_num=9, loss/train=0.202, alignment/train=0.076, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 97%|█████████▋| 457/469 [00:41<00:01, 10.90it/s, v_num=9, loss/train=0.207, alignment/train=0.077, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 98%|█████████▊| 458/469 [00:41<00:01, 10.91it/s, v_num=9, loss/train=0.207, alignment/train=0.077, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 98%|█████████▊| 458/469 [00:41<00:01, 10.91it/s, v_num=9, loss/train=0.205, alignment/train=0.0848, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 98%|█████████▊| 459/469 [00:42<00:00, 10.93it/s, v_num=9, loss/train=0.205, alignment/train=0.0848, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 98%|█████████▊| 459/469 [00:42<00:00, 10.93it/s, v_num=9, loss/train=0.177, alignment/train=0.0727, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 98%|█████████▊| 460/469 [00:42<00:00, 10.94it/s, v_num=9, loss/train=0.177, alignment/train=0.0727, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 98%|█████████▊| 460/469 [00:42<00:00, 10.94it/s, v_num=9, loss/train=0.215, alignment/train=0.0786, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 98%|█████████▊| 461/469 [00:42<00:00, 10.96it/s, v_num=9, loss/train=0.215, alignment/train=0.0786, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 98%|█████████▊| 461/469 [00:42<00:00, 10.96it/s, v_num=9, loss/train=0.164, alignment/train=0.0844, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 99%|█████████▊| 462/469 [00:42<00:00, 10.97it/s, v_num=9, loss/train=0.164, alignment/train=0.0844, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 99%|█████████▊| 462/469 [00:42<00:00, 10.97it/s, v_num=9, loss/train=0.181, alignment/train=0.0731, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 99%|█████████▊| 463/469 [00:42<00:00, 10.98it/s, v_num=9, loss/train=0.181, alignment/train=0.0731, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 99%|█████████▊| 463/469 [00:42<00:00, 10.98it/s, v_num=9, loss/train=0.173, alignment/train=0.0684, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 99%|█████████▉| 464/469 [00:42<00:00, 11.00it/s, v_num=9, loss/train=0.173, alignment/train=0.0684, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 99%|█████████▉| 464/469 [00:42<00:00, 11.00it/s, v_num=9, loss/train=0.156, alignment/train=0.0842, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 99%|█████████▉| 465/469 [00:42<00:00, 11.01it/s, v_num=9, loss/train=0.156, alignment/train=0.0842, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 99%|█████████▉| 465/469 [00:42<00:00, 11.01it/s, v_num=9, loss/train=0.186, alignment/train=0.0905, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 99%|█████████▉| 466/469 [00:42<00:00, 11.03it/s, v_num=9, loss/train=0.186, alignment/train=0.0905, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 99%|█████████▉| 466/469 [00:42<00:00, 11.03it/s, v_num=9, loss/train=0.172, alignment/train=0.0818, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 100%|█████████▉| 467/469 [00:42<00:00, 11.04it/s, v_num=9, loss/train=0.172, alignment/train=0.0818, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 100%|█████████▉| 467/469 [00:42<00:00, 11.04it/s, v_num=9, loss/train=0.207, alignment/train=0.0894, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 100%|█████████▉| 468/469 [00:42<00:00, 11.05it/s, v_num=9, loss/train=0.207, alignment/train=0.0894, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 100%|█████████▉| 468/469 [00:42<00:00, 11.05it/s, v_num=9, loss/train=0.203, alignment/train=0.0995, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 100%|██████████| 469/469 [00:42<00:00, 11.06it/s, v_num=9, loss/train=0.203, alignment/train=0.0995, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 100%|██████████| 469/469 [00:42<00:00, 11.06it/s, v_num=9, loss/train=0.138, alignment/train=0.0741, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
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Epoch 17: 100%|██████████| 469/469 [00:49<00:00, 9.49it/s, v_num=9, loss/train=0.138, alignment/train=0.0741, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 17: 100%|██████████| 469/469 [00:49<00:00, 9.49it/s, v_num=9, loss/train=0.138, alignment/train=0.0741, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 17: 0%| | 0/469 [00:00<?, ?it/s, v_num=9, loss/train=0.138, alignment/train=0.0741, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 0%| | 0/469 [00:00<?, ?it/s, v_num=9, loss/train=0.138, alignment/train=0.0741, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 0%| | 1/469 [00:01<13:15, 0.59it/s, v_num=9, loss/train=0.138, alignment/train=0.0741, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 0%| | 1/469 [00:01<13:15, 0.59it/s, v_num=9, loss/train=0.170, alignment/train=0.0816, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 0%| | 2/469 [00:01<06:50, 1.14it/s, v_num=9, loss/train=0.170, alignment/train=0.0816, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 0%| | 2/469 [00:01<06:50, 1.14it/s, v_num=9, loss/train=0.191, alignment/train=0.0758, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 1%| | 3/469 [00:01<04:42, 1.65it/s, v_num=9, loss/train=0.191, alignment/train=0.0758, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 1%| | 3/469 [00:01<04:42, 1.65it/s, v_num=9, loss/train=0.180, alignment/train=0.0769, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 1%| | 4/469 [00:01<03:38, 2.13it/s, v_num=9, loss/train=0.180, alignment/train=0.0769, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 1%| | 4/469 [00:01<03:38, 2.13it/s, v_num=9, loss/train=0.208, alignment/train=0.0784, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 1%| | 5/469 [00:01<02:59, 2.58it/s, v_num=9, loss/train=0.208, alignment/train=0.0784, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 1%| | 5/469 [00:01<02:59, 2.58it/s, v_num=9, loss/train=0.244, alignment/train=0.0892, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 1%|▏ | 6/469 [00:02<02:36, 2.95it/s, v_num=9, loss/train=0.244, alignment/train=0.0892, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 1%|▏ | 6/469 [00:02<02:36, 2.95it/s, v_num=9, loss/train=0.173, alignment/train=0.0827, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 1%|▏ | 7/469 [00:02<02:24, 3.19it/s, v_num=9, loss/train=0.173, alignment/train=0.0827, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 1%|▏ | 7/469 [00:02<02:25, 3.19it/s, v_num=9, loss/train=0.219, alignment/train=0.0812, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 2%|▏ | 8/469 [00:02<02:11, 3.50it/s, v_num=9, loss/train=0.219, alignment/train=0.0812, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 2%|▏ | 8/469 [00:02<02:11, 3.50it/s, v_num=9, loss/train=0.196, alignment/train=0.0908, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 2%|▏ | 9/469 [00:02<01:59, 3.84it/s, v_num=9, loss/train=0.196, alignment/train=0.0908, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 2%|▏ | 9/469 [00:02<01:59, 3.84it/s, v_num=9, loss/train=0.197, alignment/train=0.0903, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 2%|▏ | 10/469 [00:02<01:52, 4.09it/s, v_num=9, loss/train=0.197, alignment/train=0.0903, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 2%|▏ | 10/469 [00:02<01:52, 4.09it/s, v_num=9, loss/train=0.168, alignment/train=0.0852, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 2%|▏ | 11/469 [00:02<01:45, 4.35it/s, v_num=9, loss/train=0.168, alignment/train=0.0852, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 2%|▏ | 11/469 [00:02<01:45, 4.35it/s, v_num=9, loss/train=0.195, alignment/train=0.0802, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 3%|▎ | 12/469 [00:02<01:38, 4.62it/s, v_num=9, loss/train=0.195, alignment/train=0.0802, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 3%|▎ | 12/469 [00:02<01:38, 4.62it/s, v_num=9, loss/train=0.156, alignment/train=0.0794, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 3%|▎ | 13/469 [00:02<01:38, 4.64it/s, v_num=9, loss/train=0.156, alignment/train=0.0794, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 3%|▎ | 13/469 [00:02<01:38, 4.64it/s, v_num=9, loss/train=0.223, alignment/train=0.0907, uniformity/train=-3.50, contrastive_acc/train=0.984, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 3%|▎ | 14/469 [00:02<01:32, 4.91it/s, v_num=9, loss/train=0.223, alignment/train=0.0907, uniformity/train=-3.50, contrastive_acc/train=0.984, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 3%|▎ | 14/469 [00:02<01:32, 4.91it/s, v_num=9, loss/train=0.191, alignment/train=0.0899, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 3%|▎ | 15/469 [00:02<01:28, 5.16it/s, v_num=9, loss/train=0.191, alignment/train=0.0899, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 3%|▎ | 15/469 [00:02<01:28, 5.16it/s, v_num=9, loss/train=0.156, alignment/train=0.0639, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 3%|▎ | 16/469 [00:02<01:24, 5.39it/s, v_num=9, loss/train=0.156, alignment/train=0.0639, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 3%|▎ | 16/469 [00:02<01:24, 5.39it/s, v_num=9, loss/train=0.180, alignment/train=0.0735, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 4%|▎ | 17/469 [00:03<01:22, 5.51it/s, v_num=9, loss/train=0.180, alignment/train=0.0735, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 4%|▎ | 17/469 [00:03<01:22, 5.51it/s, v_num=9, loss/train=0.230, alignment/train=0.0758, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 4%|▍ | 18/469 [00:03<01:19, 5.67it/s, v_num=9, loss/train=0.230, alignment/train=0.0758, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 4%|▍ | 18/469 [00:03<01:19, 5.66it/s, v_num=9, loss/train=0.184, alignment/train=0.0788, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 4%|▍ | 19/469 [00:03<01:16, 5.88it/s, v_num=9, loss/train=0.184, alignment/train=0.0788, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 4%|▍ | 19/469 [00:03<01:16, 5.88it/s, v_num=9, loss/train=0.179, alignment/train=0.0858, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 4%|▍ | 20/469 [00:03<01:13, 6.08it/s, v_num=9, loss/train=0.179, alignment/train=0.0858, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 4%|▍ | 20/469 [00:03<01:13, 6.07it/s, v_num=9, loss/train=0.184, alignment/train=0.0858, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 4%|▍ | 21/469 [00:03<01:12, 6.17it/s, v_num=9, loss/train=0.184, alignment/train=0.0858, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 4%|▍ | 21/469 [00:03<01:12, 6.16it/s, v_num=9, loss/train=0.161, alignment/train=0.0741, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 5%|▍ | 22/469 [00:03<01:11, 6.29it/s, v_num=9, loss/train=0.161, alignment/train=0.0741, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 5%|▍ | 22/469 [00:03<01:11, 6.29it/s, v_num=9, loss/train=0.199, alignment/train=0.0926, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 5%|▍ | 23/469 [00:03<01:08, 6.47it/s, v_num=9, loss/train=0.199, alignment/train=0.0926, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 5%|▍ | 23/469 [00:03<01:08, 6.47it/s, v_num=9, loss/train=0.190, alignment/train=0.0883, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 5%|▌ | 24/469 [00:03<01:07, 6.60it/s, v_num=9, loss/train=0.190, alignment/train=0.0883, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 5%|▌ | 24/469 [00:03<01:07, 6.60it/s, v_num=9, loss/train=0.188, alignment/train=0.0802, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 5%|▌ | 25/469 [00:03<01:06, 6.63it/s, v_num=9, loss/train=0.188, alignment/train=0.0802, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 5%|▌ | 25/469 [00:03<01:06, 6.63it/s, v_num=9, loss/train=0.188, alignment/train=0.0851, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 6%|▌ | 26/469 [00:03<01:05, 6.75it/s, v_num=9, loss/train=0.188, alignment/train=0.0851, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 6%|▌ | 26/469 [00:03<01:05, 6.75it/s, v_num=9, loss/train=0.182, alignment/train=0.0718, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 6%|▌ | 27/469 [00:03<01:04, 6.89it/s, v_num=9, loss/train=0.182, alignment/train=0.0718, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 6%|▌ | 27/469 [00:03<01:04, 6.88it/s, v_num=9, loss/train=0.205, alignment/train=0.0965, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 6%|▌ | 28/469 [00:03<01:02, 7.04it/s, v_num=9, loss/train=0.205, alignment/train=0.0965, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 6%|▌ | 28/469 [00:03<01:02, 7.03it/s, v_num=9, loss/train=0.188, alignment/train=0.088, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 6%|▌ | 29/469 [00:04<01:01, 7.12it/s, v_num=9, loss/train=0.188, alignment/train=0.088, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 6%|▌ | 29/469 [00:04<01:01, 7.12it/s, v_num=9, loss/train=0.192, alignment/train=0.0889, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 6%|▋ | 30/469 [00:04<01:01, 7.12it/s, v_num=9, loss/train=0.192, alignment/train=0.0889, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 6%|▋ | 30/469 [00:04<01:01, 7.12it/s, v_num=9, loss/train=0.184, alignment/train=0.0808, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 7%|▋ | 31/469 [00:04<01:00, 7.21it/s, v_num=9, loss/train=0.184, alignment/train=0.0808, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 7%|▋ | 31/469 [00:04<01:00, 7.20it/s, v_num=9, loss/train=0.200, alignment/train=0.0876, uniformity/train=-3.55, contrastive_acc/train=0.988, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 7%|▋ | 32/469 [00:04<00:59, 7.30it/s, v_num=9, loss/train=0.200, alignment/train=0.0876, uniformity/train=-3.55, contrastive_acc/train=0.988, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 7%|▋ | 32/469 [00:04<00:59, 7.30it/s, v_num=9, loss/train=0.238, alignment/train=0.0895, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 7%|▋ | 33/469 [00:04<00:58, 7.43it/s, v_num=9, loss/train=0.238, alignment/train=0.0895, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 7%|▋ | 33/469 [00:04<00:58, 7.43it/s, v_num=9, loss/train=0.143, alignment/train=0.0769, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 7%|▋ | 34/469 [00:04<00:58, 7.48it/s, v_num=9, loss/train=0.143, alignment/train=0.0769, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 7%|▋ | 34/469 [00:04<00:58, 7.48it/s, v_num=9, loss/train=0.195, alignment/train=0.0779, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 7%|▋ | 35/469 [00:04<00:57, 7.53it/s, v_num=9, loss/train=0.195, alignment/train=0.0779, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 7%|▋ | 35/469 [00:04<00:57, 7.52it/s, v_num=9, loss/train=0.176, alignment/train=0.0912, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 8%|▊ | 36/469 [00:04<00:57, 7.59it/s, v_num=9, loss/train=0.176, alignment/train=0.0912, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 8%|▊ | 36/469 [00:04<00:57, 7.59it/s, v_num=9, loss/train=0.166, alignment/train=0.0762, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 8%|▊ | 37/469 [00:04<00:56, 7.71it/s, v_num=9, loss/train=0.166, alignment/train=0.0762, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 8%|▊ | 37/469 [00:04<00:56, 7.71it/s, v_num=9, loss/train=0.148, alignment/train=0.0744, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 8%|▊ | 38/469 [00:04<00:55, 7.75it/s, v_num=9, loss/train=0.148, alignment/train=0.0744, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 8%|▊ | 38/469 [00:04<00:55, 7.75it/s, v_num=9, loss/train=0.195, alignment/train=0.0938, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 8%|▊ | 39/469 [00:04<00:54, 7.85it/s, v_num=9, loss/train=0.195, alignment/train=0.0938, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 8%|▊ | 39/469 [00:04<00:54, 7.84it/s, v_num=9, loss/train=0.176, alignment/train=0.0818, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 9%|▊ | 40/469 [00:05<00:54, 7.88it/s, v_num=9, loss/train=0.176, alignment/train=0.0818, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 9%|▊ | 40/469 [00:05<00:54, 7.88it/s, v_num=9, loss/train=0.146, alignment/train=0.0817, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 9%|▊ | 41/469 [00:05<00:53, 7.95it/s, v_num=9, loss/train=0.146, alignment/train=0.0817, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 9%|▊ | 41/469 [00:05<00:53, 7.95it/s, v_num=9, loss/train=0.157, alignment/train=0.0742, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 9%|▉ | 42/469 [00:05<00:53, 7.97it/s, v_num=9, loss/train=0.157, alignment/train=0.0742, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 9%|▉ | 42/469 [00:05<00:53, 7.97it/s, v_num=9, loss/train=0.170, alignment/train=0.0831, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 9%|▉ | 43/469 [00:05<00:53, 8.00it/s, v_num=9, loss/train=0.170, alignment/train=0.0831, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 9%|▉ | 43/469 [00:05<00:53, 8.00it/s, v_num=9, loss/train=0.195, alignment/train=0.0879, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 9%|▉ | 44/469 [00:05<00:52, 8.04it/s, v_num=9, loss/train=0.195, alignment/train=0.0879, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 9%|▉ | 44/469 [00:05<00:52, 8.04it/s, v_num=9, loss/train=0.170, alignment/train=0.0719, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 10%|▉ | 45/469 [00:05<00:52, 8.14it/s, v_num=9, loss/train=0.170, alignment/train=0.0719, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 10%|▉ | 45/469 [00:05<00:52, 8.14it/s, v_num=9, loss/train=0.159, alignment/train=0.0816, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 10%|▉ | 46/469 [00:05<00:51, 8.18it/s, v_num=9, loss/train=0.159, alignment/train=0.0816, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 10%|▉ | 46/469 [00:05<00:51, 8.18it/s, v_num=9, loss/train=0.166, alignment/train=0.0796, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 10%|█ | 47/469 [00:05<00:51, 8.27it/s, v_num=9, loss/train=0.166, alignment/train=0.0796, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 10%|█ | 47/469 [00:05<00:51, 8.27it/s, v_num=9, loss/train=0.176, alignment/train=0.0779, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 10%|█ | 48/469 [00:05<00:51, 8.22it/s, v_num=9, loss/train=0.176, alignment/train=0.0779, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 10%|█ | 48/469 [00:05<00:51, 8.21it/s, v_num=9, loss/train=0.211, alignment/train=0.085, uniformity/train=-3.53, contrastive_acc/train=0.984, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 10%|█ | 49/469 [00:05<00:50, 8.26it/s, v_num=9, loss/train=0.211, alignment/train=0.085, uniformity/train=-3.53, contrastive_acc/train=0.984, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 10%|█ | 49/469 [00:05<00:50, 8.26it/s, v_num=9, loss/train=0.188, alignment/train=0.0707, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 11%|█ | 50/469 [00:05<00:50, 8.34it/s, v_num=9, loss/train=0.188, alignment/train=0.0707, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 11%|█ | 50/469 [00:05<00:50, 8.34it/s, v_num=9, loss/train=0.189, alignment/train=0.0808, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 11%|█ | 51/469 [00:06<00:49, 8.43it/s, v_num=9, loss/train=0.189, alignment/train=0.0808, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 11%|█ | 51/469 [00:06<00:49, 8.43it/s, v_num=9, loss/train=0.202, alignment/train=0.0786, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 11%|█ | 52/469 [00:06<00:49, 8.45it/s, v_num=9, loss/train=0.202, alignment/train=0.0786, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 11%|█ | 52/469 [00:06<00:49, 8.45it/s, v_num=9, loss/train=0.169, alignment/train=0.0699, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 11%|█▏ | 53/469 [00:06<00:49, 8.46it/s, v_num=9, loss/train=0.169, alignment/train=0.0699, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 11%|█▏ | 53/469 [00:06<00:49, 8.46it/s, v_num=9, loss/train=0.171, alignment/train=0.087, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 12%|█▏ | 54/469 [00:06<00:48, 8.54it/s, v_num=9, loss/train=0.171, alignment/train=0.087, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 12%|█▏ | 54/469 [00:06<00:48, 8.54it/s, v_num=9, loss/train=0.167, alignment/train=0.0873, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 12%|█▏ | 55/469 [00:06<00:48, 8.60it/s, v_num=9, loss/train=0.167, alignment/train=0.0873, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 12%|█▏ | 55/469 [00:06<00:48, 8.60it/s, v_num=9, loss/train=0.157, alignment/train=0.0792, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 12%|█▏ | 56/469 [00:06<00:47, 8.68it/s, v_num=9, loss/train=0.157, alignment/train=0.0792, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 12%|█▏ | 56/469 [00:06<00:47, 8.68it/s, v_num=9, loss/train=0.209, alignment/train=0.0835, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 12%|█▏ | 57/469 [00:06<00:47, 8.69it/s, v_num=9, loss/train=0.209, alignment/train=0.0835, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 12%|█▏ | 57/469 [00:06<00:47, 8.69it/s, v_num=9, loss/train=0.190, alignment/train=0.0858, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 12%|█▏ | 58/469 [00:06<00:47, 8.67it/s, v_num=9, loss/train=0.190, alignment/train=0.0858, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 12%|█▏ | 58/469 [00:06<00:47, 8.67it/s, v_num=9, loss/train=0.173, alignment/train=0.083, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 13%|█▎ | 59/469 [00:06<00:47, 8.68it/s, v_num=9, loss/train=0.173, alignment/train=0.083, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 13%|█▎ | 59/469 [00:06<00:47, 8.68it/s, v_num=9, loss/train=0.189, alignment/train=0.078, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 13%|█▎ | 60/469 [00:06<00:46, 8.75it/s, v_num=9, loss/train=0.189, alignment/train=0.078, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 13%|█▎ | 60/469 [00:06<00:46, 8.75it/s, v_num=9, loss/train=0.177, alignment/train=0.0832, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 13%|█▎ | 61/469 [00:06<00:46, 8.79it/s, v_num=9, loss/train=0.177, alignment/train=0.0832, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 13%|█▎ | 61/469 [00:06<00:46, 8.79it/s, v_num=9, loss/train=0.160, alignment/train=0.0785, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 13%|█▎ | 62/469 [00:07<00:46, 8.80it/s, v_num=9, loss/train=0.160, alignment/train=0.0785, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 13%|█▎ | 62/469 [00:07<00:46, 8.80it/s, v_num=9, loss/train=0.185, alignment/train=0.0884, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 13%|█▎ | 63/469 [00:07<00:46, 8.83it/s, v_num=9, loss/train=0.185, alignment/train=0.0884, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 13%|█▎ | 63/469 [00:07<00:46, 8.82it/s, v_num=9, loss/train=0.188, alignment/train=0.0848, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 14%|█▎ | 64/469 [00:07<00:45, 8.83it/s, v_num=9, loss/train=0.188, alignment/train=0.0848, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 14%|█▎ | 64/469 [00:07<00:45, 8.83it/s, v_num=9, loss/train=0.188, alignment/train=0.0772, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 14%|█▍ | 65/469 [00:07<00:45, 8.90it/s, v_num=9, loss/train=0.188, alignment/train=0.0772, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 14%|█▍ | 65/469 [00:07<00:45, 8.90it/s, v_num=9, loss/train=0.209, alignment/train=0.086, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 14%|█▍ | 66/469 [00:07<00:45, 8.94it/s, v_num=9, loss/train=0.209, alignment/train=0.086, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 14%|█▍ | 66/469 [00:07<00:45, 8.94it/s, v_num=9, loss/train=0.196, alignment/train=0.084, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 14%|█▍ | 67/469 [00:07<00:45, 8.91it/s, v_num=9, loss/train=0.196, alignment/train=0.084, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 14%|█▍ | 67/469 [00:07<00:45, 8.91it/s, v_num=9, loss/train=0.202, alignment/train=0.089, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 14%|█▍ | 68/469 [00:07<00:44, 8.93it/s, v_num=9, loss/train=0.202, alignment/train=0.089, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 14%|█▍ | 68/469 [00:07<00:44, 8.93it/s, v_num=9, loss/train=0.191, alignment/train=0.0772, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 15%|█▍ | 69/469 [00:07<00:44, 9.00it/s, v_num=9, loss/train=0.191, alignment/train=0.0772, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 15%|█▍ | 69/469 [00:07<00:44, 8.99it/s, v_num=9, loss/train=0.217, alignment/train=0.0821, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 15%|█▍ | 70/469 [00:07<00:44, 8.97it/s, v_num=9, loss/train=0.217, alignment/train=0.0821, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 15%|█▍ | 70/469 [00:07<00:44, 8.96it/s, v_num=9, loss/train=0.196, alignment/train=0.0748, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 15%|█▌ | 71/469 [00:07<00:44, 9.03it/s, v_num=9, loss/train=0.196, alignment/train=0.0748, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 15%|█▌ | 71/469 [00:07<00:44, 9.03it/s, v_num=9, loss/train=0.140, alignment/train=0.0695, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 15%|█▌ | 72/469 [00:07<00:43, 9.09it/s, v_num=9, loss/train=0.140, alignment/train=0.0695, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 15%|█▌ | 72/469 [00:07<00:43, 9.09it/s, v_num=9, loss/train=0.176, alignment/train=0.0889, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 16%|█▌ | 73/469 [00:07<00:43, 9.14it/s, v_num=9, loss/train=0.176, alignment/train=0.0889, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 16%|█▌ | 73/469 [00:07<00:43, 9.14it/s, v_num=9, loss/train=0.172, alignment/train=0.0772, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 16%|█▌ | 74/469 [00:08<00:43, 9.14it/s, v_num=9, loss/train=0.172, alignment/train=0.0772, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 16%|█▌ | 74/469 [00:08<00:43, 9.14it/s, v_num=9, loss/train=0.195, alignment/train=0.0807, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 16%|█▌ | 75/469 [00:08<00:43, 9.10it/s, v_num=9, loss/train=0.195, alignment/train=0.0807, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 16%|█▌ | 75/469 [00:08<00:43, 9.10it/s, v_num=9, loss/train=0.180, alignment/train=0.0803, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 16%|█▌ | 76/469 [00:08<00:43, 9.12it/s, v_num=9, loss/train=0.180, alignment/train=0.0803, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 16%|█▌ | 76/469 [00:08<00:43, 9.12it/s, v_num=9, loss/train=0.162, alignment/train=0.076, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 16%|█▋ | 77/469 [00:08<00:42, 9.17it/s, v_num=9, loss/train=0.162, alignment/train=0.076, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 16%|█▋ | 77/469 [00:08<00:42, 9.17it/s, v_num=9, loss/train=0.199, alignment/train=0.0888, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 17%|█▋ | 78/469 [00:08<00:42, 9.16it/s, v_num=9, loss/train=0.199, alignment/train=0.0888, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 17%|█▋ | 78/469 [00:08<00:42, 9.16it/s, v_num=9, loss/train=0.158, alignment/train=0.0793, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 17%|█▋ | 79/469 [00:08<00:42, 9.22it/s, v_num=9, loss/train=0.158, alignment/train=0.0793, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 17%|█▋ | 79/469 [00:08<00:42, 9.21it/s, v_num=9, loss/train=0.185, alignment/train=0.0782, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 17%|█▋ | 80/469 [00:08<00:42, 9.24it/s, v_num=9, loss/train=0.185, alignment/train=0.0782, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 17%|█▋ | 80/469 [00:08<00:42, 9.24it/s, v_num=9, loss/train=0.232, alignment/train=0.0926, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 17%|█▋ | 81/469 [00:08<00:41, 9.29it/s, v_num=9, loss/train=0.232, alignment/train=0.0926, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 17%|█▋ | 81/469 [00:08<00:41, 9.29it/s, v_num=9, loss/train=0.195, alignment/train=0.089, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 17%|█▋ | 82/469 [00:08<00:41, 9.34it/s, v_num=9, loss/train=0.195, alignment/train=0.089, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 17%|█▋ | 82/469 [00:08<00:41, 9.34it/s, v_num=9, loss/train=0.148, alignment/train=0.0731, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 18%|█▊ | 83/469 [00:08<00:41, 9.35it/s, v_num=9, loss/train=0.148, alignment/train=0.0731, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 18%|█▊ | 83/469 [00:08<00:41, 9.35it/s, v_num=9, loss/train=0.161, alignment/train=0.0775, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 18%|█▊ | 84/469 [00:09<00:41, 9.27it/s, v_num=9, loss/train=0.161, alignment/train=0.0775, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 18%|█▊ | 84/469 [00:09<00:41, 9.26it/s, v_num=9, loss/train=0.166, alignment/train=0.069, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 18%|█▊ | 85/469 [00:09<00:41, 9.32it/s, v_num=9, loss/train=0.166, alignment/train=0.069, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 18%|█▊ | 85/469 [00:09<00:41, 9.32it/s, v_num=9, loss/train=0.178, alignment/train=0.0882, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 18%|█▊ | 86/469 [00:09<00:41, 9.32it/s, v_num=9, loss/train=0.178, alignment/train=0.0882, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 18%|█▊ | 86/469 [00:09<00:41, 9.32it/s, v_num=9, loss/train=0.167, alignment/train=0.0733, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 19%|█▊ | 87/469 [00:09<00:40, 9.34it/s, v_num=9, loss/train=0.167, alignment/train=0.0733, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 19%|█▊ | 87/469 [00:09<00:40, 9.34it/s, v_num=9, loss/train=0.187, alignment/train=0.0864, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 19%|█▉ | 88/469 [00:09<00:40, 9.35it/s, v_num=9, loss/train=0.187, alignment/train=0.0864, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 19%|█▉ | 88/469 [00:09<00:40, 9.35it/s, v_num=9, loss/train=0.199, alignment/train=0.0892, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 19%|█▉ | 89/469 [00:09<00:40, 9.37it/s, v_num=9, loss/train=0.199, alignment/train=0.0892, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 19%|█▉ | 89/469 [00:09<00:40, 9.37it/s, v_num=9, loss/train=0.164, alignment/train=0.0716, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 19%|█▉ | 90/469 [00:09<00:40, 9.42it/s, v_num=9, loss/train=0.164, alignment/train=0.0716, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 19%|█▉ | 90/469 [00:09<00:40, 9.42it/s, v_num=9, loss/train=0.200, alignment/train=0.0796, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 19%|█▉ | 91/469 [00:09<00:40, 9.42it/s, v_num=9, loss/train=0.200, alignment/train=0.0796, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 19%|█▉ | 91/469 [00:09<00:40, 9.42it/s, v_num=9, loss/train=0.193, alignment/train=0.0892, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 20%|█▉ | 92/469 [00:09<00:39, 9.47it/s, v_num=9, loss/train=0.193, alignment/train=0.0892, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 20%|█▉ | 92/469 [00:09<00:39, 9.47it/s, v_num=9, loss/train=0.206, alignment/train=0.0853, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 20%|█▉ | 93/469 [00:09<00:39, 9.44it/s, v_num=9, loss/train=0.206, alignment/train=0.0853, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 20%|█▉ | 93/469 [00:09<00:39, 9.44it/s, v_num=9, loss/train=0.184, alignment/train=0.0812, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 20%|██ | 94/469 [00:09<00:39, 9.46it/s, v_num=9, loss/train=0.184, alignment/train=0.0812, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 20%|██ | 94/469 [00:09<00:39, 9.46it/s, v_num=9, loss/train=0.188, alignment/train=0.0802, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 20%|██ | 95/469 [00:09<00:39, 9.51it/s, v_num=9, loss/train=0.188, alignment/train=0.0802, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 20%|██ | 95/469 [00:09<00:39, 9.51it/s, v_num=9, loss/train=0.187, alignment/train=0.0878, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 20%|██ | 96/469 [00:10<00:39, 9.55it/s, v_num=9, loss/train=0.187, alignment/train=0.0878, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 20%|██ | 96/469 [00:10<00:39, 9.55it/s, v_num=9, loss/train=0.167, alignment/train=0.0776, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 21%|██ | 97/469 [00:10<00:38, 9.54it/s, v_num=9, loss/train=0.167, alignment/train=0.0776, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 21%|██ | 97/469 [00:10<00:38, 9.54it/s, v_num=9, loss/train=0.203, alignment/train=0.0886, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 21%|██ | 98/469 [00:10<00:38, 9.53it/s, v_num=9, loss/train=0.203, alignment/train=0.0886, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 21%|██ | 98/469 [00:10<00:38, 9.53it/s, v_num=9, loss/train=0.213, alignment/train=0.0776, uniformity/train=-3.53, contrastive_acc/train=0.984, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 21%|██ | 99/469 [00:10<00:38, 9.56it/s, v_num=9, loss/train=0.213, alignment/train=0.0776, uniformity/train=-3.53, contrastive_acc/train=0.984, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 21%|██ | 99/469 [00:10<00:38, 9.55it/s, v_num=9, loss/train=0.161, alignment/train=0.0752, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 21%|██▏ | 100/469 [00:10<00:38, 9.56it/s, v_num=9, loss/train=0.161, alignment/train=0.0752, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 21%|██▏ | 100/469 [00:10<00:38, 9.56it/s, v_num=9, loss/train=0.215, alignment/train=0.0773, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 22%|██▏ | 101/469 [00:10<00:38, 9.57it/s, v_num=9, loss/train=0.215, alignment/train=0.0773, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 22%|██▏ | 101/469 [00:10<00:38, 9.57it/s, v_num=9, loss/train=0.182, alignment/train=0.0825, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 22%|██▏ | 102/469 [00:10<00:38, 9.56it/s, v_num=9, loss/train=0.182, alignment/train=0.0825, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 22%|██▏ | 102/469 [00:10<00:38, 9.56it/s, v_num=9, loss/train=0.179, alignment/train=0.0793, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 22%|██▏ | 103/469 [00:10<00:38, 9.60it/s, v_num=9, loss/train=0.179, alignment/train=0.0793, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 22%|██▏ | 103/469 [00:10<00:38, 9.60it/s, v_num=9, loss/train=0.226, alignment/train=0.0954, uniformity/train=-3.54, contrastive_acc/train=0.988, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 22%|██▏ | 104/469 [00:10<00:37, 9.62it/s, v_num=9, loss/train=0.226, alignment/train=0.0954, uniformity/train=-3.54, contrastive_acc/train=0.988, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 22%|██▏ | 104/469 [00:10<00:37, 9.62it/s, v_num=9, loss/train=0.181, alignment/train=0.0836, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 22%|██▏ | 105/469 [00:10<00:37, 9.66it/s, v_num=9, loss/train=0.181, alignment/train=0.0836, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 22%|██▏ | 105/469 [00:10<00:37, 9.66it/s, v_num=9, loss/train=0.224, alignment/train=0.0919, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 23%|██▎ | 106/469 [00:10<00:37, 9.70it/s, v_num=9, loss/train=0.224, alignment/train=0.0919, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 23%|██▎ | 106/469 [00:10<00:37, 9.70it/s, v_num=9, loss/train=0.177, alignment/train=0.0802, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 23%|██▎ | 107/469 [00:11<00:37, 9.70it/s, v_num=9, loss/train=0.177, alignment/train=0.0802, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 23%|██▎ | 107/469 [00:11<00:37, 9.70it/s, v_num=9, loss/train=0.160, alignment/train=0.0817, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 23%|██▎ | 108/469 [00:11<00:37, 9.69it/s, v_num=9, loss/train=0.160, alignment/train=0.0817, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 23%|██▎ | 108/469 [00:11<00:37, 9.68it/s, v_num=9, loss/train=0.228, alignment/train=0.0821, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 23%|██▎ | 109/469 [00:11<00:37, 9.72it/s, v_num=9, loss/train=0.228, alignment/train=0.0821, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 23%|██▎ | 109/469 [00:11<00:37, 9.72it/s, v_num=9, loss/train=0.185, alignment/train=0.0804, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 23%|██▎ | 110/469 [00:11<00:36, 9.75it/s, v_num=9, loss/train=0.185, alignment/train=0.0804, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 23%|██▎ | 110/469 [00:11<00:36, 9.75it/s, v_num=9, loss/train=0.154, alignment/train=0.0769, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 24%|██▎ | 111/469 [00:11<00:36, 9.73it/s, v_num=9, loss/train=0.154, alignment/train=0.0769, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 24%|██▎ | 111/469 [00:11<00:36, 9.73it/s, v_num=9, loss/train=0.173, alignment/train=0.0922, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 24%|██▍ | 112/469 [00:11<00:36, 9.71it/s, v_num=9, loss/train=0.173, alignment/train=0.0922, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 24%|██▍ | 112/469 [00:11<00:36, 9.71it/s, v_num=9, loss/train=0.179, alignment/train=0.0778, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 24%|██▍ | 113/469 [00:11<00:36, 9.73it/s, v_num=9, loss/train=0.179, alignment/train=0.0778, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 24%|██▍ | 113/469 [00:11<00:36, 9.73it/s, v_num=9, loss/train=0.191, alignment/train=0.0868, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 24%|██▍ | 114/469 [00:11<00:36, 9.76it/s, v_num=9, loss/train=0.191, alignment/train=0.0868, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 24%|██▍ | 114/469 [00:11<00:36, 9.76it/s, v_num=9, loss/train=0.191, alignment/train=0.0809, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 25%|██▍ | 115/469 [00:11<00:36, 9.77it/s, v_num=9, loss/train=0.191, alignment/train=0.0809, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 25%|██▍ | 115/469 [00:11<00:36, 9.77it/s, v_num=9, loss/train=0.192, alignment/train=0.0797, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 25%|██▍ | 116/469 [00:11<00:36, 9.80it/s, v_num=9, loss/train=0.192, alignment/train=0.0797, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 25%|██▍ | 116/469 [00:11<00:36, 9.80it/s, v_num=9, loss/train=0.194, alignment/train=0.0929, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 25%|██▍ | 117/469 [00:11<00:36, 9.76it/s, v_num=9, loss/train=0.194, alignment/train=0.0929, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 25%|██▍ | 117/469 [00:11<00:36, 9.76it/s, v_num=9, loss/train=0.191, alignment/train=0.0904, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 25%|██▌ | 118/469 [00:12<00:35, 9.75it/s, v_num=9, loss/train=0.191, alignment/train=0.0904, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 25%|██▌ | 118/469 [00:12<00:35, 9.75it/s, v_num=9, loss/train=0.184, alignment/train=0.0881, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 25%|██▌ | 119/469 [00:12<00:35, 9.79it/s, v_num=9, loss/train=0.184, alignment/train=0.0881, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 25%|██▌ | 119/469 [00:12<00:35, 9.79it/s, v_num=9, loss/train=0.192, alignment/train=0.0865, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 26%|██▌ | 120/469 [00:12<00:35, 9.81it/s, v_num=9, loss/train=0.192, alignment/train=0.0865, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 26%|██▌ | 120/469 [00:12<00:35, 9.80it/s, v_num=9, loss/train=0.174, alignment/train=0.0767, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 26%|██▌ | 121/469 [00:12<00:35, 9.80it/s, v_num=9, loss/train=0.174, alignment/train=0.0767, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 26%|██▌ | 121/469 [00:12<00:35, 9.80it/s, v_num=9, loss/train=0.163, alignment/train=0.0757, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 26%|██▌ | 122/469 [00:12<00:35, 9.82it/s, v_num=9, loss/train=0.163, alignment/train=0.0757, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 26%|██▌ | 122/469 [00:12<00:35, 9.82it/s, v_num=9, loss/train=0.209, alignment/train=0.0928, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 26%|██▌ | 123/469 [00:12<00:35, 9.86it/s, v_num=9, loss/train=0.209, alignment/train=0.0928, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 26%|██▌ | 123/469 [00:12<00:35, 9.85it/s, v_num=9, loss/train=0.230, alignment/train=0.0865, uniformity/train=-3.51, contrastive_acc/train=0.988, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 26%|██▋ | 124/469 [00:12<00:34, 9.89it/s, v_num=9, loss/train=0.230, alignment/train=0.0865, uniformity/train=-3.51, contrastive_acc/train=0.988, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 26%|██▋ | 124/469 [00:12<00:34, 9.89it/s, v_num=9, loss/train=0.203, alignment/train=0.0822, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 27%|██▋ | 125/469 [00:12<00:34, 9.92it/s, v_num=9, loss/train=0.203, alignment/train=0.0822, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 27%|██▋ | 125/469 [00:12<00:34, 9.92it/s, v_num=9, loss/train=0.214, alignment/train=0.0853, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 27%|██▋ | 126/469 [00:12<00:34, 9.96it/s, v_num=9, loss/train=0.214, alignment/train=0.0853, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 27%|██▋ | 126/469 [00:12<00:34, 9.96it/s, v_num=9, loss/train=0.196, alignment/train=0.0749, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 27%|██▋ | 127/469 [00:12<00:34, 9.95it/s, v_num=9, loss/train=0.196, alignment/train=0.0749, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 27%|██▋ | 127/469 [00:12<00:34, 9.94it/s, v_num=9, loss/train=0.188, alignment/train=0.0771, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 27%|██▋ | 128/469 [00:13<00:34, 9.84it/s, v_num=9, loss/train=0.188, alignment/train=0.0771, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 27%|██▋ | 128/469 [00:13<00:34, 9.84it/s, v_num=9, loss/train=0.197, alignment/train=0.0752, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 28%|██▊ | 129/469 [00:13<00:34, 9.87it/s, v_num=9, loss/train=0.197, alignment/train=0.0752, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 28%|██▊ | 129/469 [00:13<00:34, 9.87it/s, v_num=9, loss/train=0.216, alignment/train=0.0786, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 28%|██▊ | 130/469 [00:13<00:34, 9.90it/s, v_num=9, loss/train=0.216, alignment/train=0.0786, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 28%|██▊ | 130/469 [00:13<00:34, 9.90it/s, v_num=9, loss/train=0.170, alignment/train=0.0783, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 28%|██▊ | 131/469 [00:13<00:34, 9.94it/s, v_num=9, loss/train=0.170, alignment/train=0.0783, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 28%|██▊ | 131/469 [00:13<00:34, 9.93it/s, v_num=9, loss/train=0.170, alignment/train=0.0754, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 28%|██▊ | 132/469 [00:13<00:33, 9.94it/s, v_num=9, loss/train=0.170, alignment/train=0.0754, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 28%|██▊ | 132/469 [00:13<00:33, 9.94it/s, v_num=9, loss/train=0.156, alignment/train=0.0764, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 28%|██▊ | 133/469 [00:13<00:33, 9.98it/s, v_num=9, loss/train=0.156, alignment/train=0.0764, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 28%|██▊ | 133/469 [00:13<00:33, 9.98it/s, v_num=9, loss/train=0.180, alignment/train=0.0772, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 29%|██▊ | 134/469 [00:13<00:33, 10.01it/s, v_num=9, loss/train=0.180, alignment/train=0.0772, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 29%|██▊ | 134/469 [00:13<00:33, 10.01it/s, v_num=9, loss/train=0.220, alignment/train=0.0816, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 29%|██▉ | 135/469 [00:13<00:33, 10.01it/s, v_num=9, loss/train=0.220, alignment/train=0.0816, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 29%|██▉ | 135/469 [00:13<00:33, 10.01it/s, v_num=9, loss/train=0.179, alignment/train=0.0742, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 29%|██▉ | 136/469 [00:13<00:33, 9.93it/s, v_num=9, loss/train=0.179, alignment/train=0.0742, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 29%|██▉ | 136/469 [00:13<00:33, 9.93it/s, v_num=9, loss/train=0.183, alignment/train=0.0783, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 29%|██▉ | 137/469 [00:13<00:33, 9.95it/s, v_num=9, loss/train=0.183, alignment/train=0.0783, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 29%|██▉ | 137/469 [00:13<00:33, 9.95it/s, v_num=9, loss/train=0.191, alignment/train=0.0869, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 29%|██▉ | 138/469 [00:13<00:33, 9.97it/s, v_num=9, loss/train=0.191, alignment/train=0.0869, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 29%|██▉ | 138/469 [00:13<00:33, 9.97it/s, v_num=9, loss/train=0.194, alignment/train=0.0785, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 30%|██▉ | 139/469 [00:13<00:32, 10.00it/s, v_num=9, loss/train=0.194, alignment/train=0.0785, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 30%|██▉ | 139/469 [00:13<00:32, 10.00it/s, v_num=9, loss/train=0.207, alignment/train=0.0949, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 30%|██▉ | 140/469 [00:13<00:32, 10.01it/s, v_num=9, loss/train=0.207, alignment/train=0.0949, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 30%|██▉ | 140/469 [00:13<00:32, 10.01it/s, v_num=9, loss/train=0.154, alignment/train=0.0767, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 30%|███ | 141/469 [00:14<00:32, 10.01it/s, v_num=9, loss/train=0.154, alignment/train=0.0767, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 30%|███ | 141/469 [00:14<00:32, 10.00it/s, v_num=9, loss/train=0.255, alignment/train=0.101, uniformity/train=-3.53, contrastive_acc/train=0.988, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 30%|███ | 142/469 [00:14<00:32, 10.00it/s, v_num=9, loss/train=0.255, alignment/train=0.101, uniformity/train=-3.53, contrastive_acc/train=0.988, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 30%|███ | 142/469 [00:14<00:32, 10.00it/s, v_num=9, loss/train=0.178, alignment/train=0.0759, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 30%|███ | 143/469 [00:14<00:32, 10.00it/s, v_num=9, loss/train=0.178, alignment/train=0.0759, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 30%|███ | 143/469 [00:14<00:32, 10.00it/s, v_num=9, loss/train=0.180, alignment/train=0.0852, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 31%|███ | 144/469 [00:14<00:32, 10.03it/s, v_num=9, loss/train=0.180, alignment/train=0.0852, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 31%|███ | 144/469 [00:14<00:32, 10.03it/s, v_num=9, loss/train=0.178, alignment/train=0.0802, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 31%|███ | 145/469 [00:14<00:32, 10.03it/s, v_num=9, loss/train=0.178, alignment/train=0.0802, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 31%|███ | 145/469 [00:14<00:32, 10.03it/s, v_num=9, loss/train=0.207, alignment/train=0.0754, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 31%|███ | 146/469 [00:14<00:32, 10.02it/s, v_num=9, loss/train=0.207, alignment/train=0.0754, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 31%|███ | 146/469 [00:14<00:32, 10.02it/s, v_num=9, loss/train=0.198, alignment/train=0.0734, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 31%|███▏ | 147/469 [00:14<00:32, 10.03it/s, v_num=9, loss/train=0.198, alignment/train=0.0734, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 31%|███▏ | 147/469 [00:14<00:32, 10.03it/s, v_num=9, loss/train=0.175, alignment/train=0.0875, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 32%|███▏ | 148/469 [00:14<00:31, 10.06it/s, v_num=9, loss/train=0.175, alignment/train=0.0875, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 32%|███▏ | 148/469 [00:14<00:31, 10.06it/s, v_num=9, loss/train=0.199, alignment/train=0.089, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 32%|███▏ | 149/469 [00:14<00:31, 10.06it/s, v_num=9, loss/train=0.199, alignment/train=0.089, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 32%|███▏ | 149/469 [00:14<00:31, 10.06it/s, v_num=9, loss/train=0.165, alignment/train=0.0816, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 32%|███▏ | 150/469 [00:14<00:31, 10.09it/s, v_num=9, loss/train=0.165, alignment/train=0.0816, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 32%|███▏ | 150/469 [00:14<00:31, 10.09it/s, v_num=9, loss/train=0.213, alignment/train=0.089, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 32%|███▏ | 151/469 [00:14<00:31, 10.09it/s, v_num=9, loss/train=0.213, alignment/train=0.089, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 32%|███▏ | 151/469 [00:14<00:31, 10.09it/s, v_num=9, loss/train=0.184, alignment/train=0.0762, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 32%|███▏ | 152/469 [00:15<00:31, 10.07it/s, v_num=9, loss/train=0.184, alignment/train=0.0762, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 32%|███▏ | 152/469 [00:15<00:31, 10.06it/s, v_num=9, loss/train=0.161, alignment/train=0.0745, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 33%|███▎ | 153/469 [00:15<00:31, 10.07it/s, v_num=9, loss/train=0.161, alignment/train=0.0745, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 33%|███▎ | 153/469 [00:15<00:31, 10.07it/s, v_num=9, loss/train=0.164, alignment/train=0.0796, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 33%|███▎ | 154/469 [00:15<00:31, 10.10it/s, v_num=9, loss/train=0.164, alignment/train=0.0796, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 33%|███▎ | 154/469 [00:15<00:31, 10.10it/s, v_num=9, loss/train=0.160, alignment/train=0.0772, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 33%|███▎ | 155/469 [00:15<00:31, 10.10it/s, v_num=9, loss/train=0.160, alignment/train=0.0772, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 33%|███▎ | 155/469 [00:15<00:31, 10.10it/s, v_num=9, loss/train=0.169, alignment/train=0.0788, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 33%|███▎ | 156/469 [00:15<00:31, 10.09it/s, v_num=9, loss/train=0.169, alignment/train=0.0788, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 33%|███▎ | 156/469 [00:15<00:31, 10.08it/s, v_num=9, loss/train=0.172, alignment/train=0.0832, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 33%|███▎ | 157/469 [00:15<00:30, 10.11it/s, v_num=9, loss/train=0.172, alignment/train=0.0832, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 33%|███▎ | 157/469 [00:15<00:30, 10.11it/s, v_num=9, loss/train=0.175, alignment/train=0.0849, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 34%|███▎ | 158/469 [00:15<00:30, 10.13it/s, v_num=9, loss/train=0.175, alignment/train=0.0849, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 34%|███▎ | 158/469 [00:15<00:30, 10.13it/s, v_num=9, loss/train=0.191, alignment/train=0.0841, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 34%|███▍ | 159/469 [00:15<00:30, 10.12it/s, v_num=9, loss/train=0.191, alignment/train=0.0841, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 34%|███▍ | 159/469 [00:15<00:30, 10.12it/s, v_num=9, loss/train=0.163, alignment/train=0.0811, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 34%|███▍ | 160/469 [00:15<00:30, 10.14it/s, v_num=9, loss/train=0.163, alignment/train=0.0811, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 34%|███▍ | 160/469 [00:15<00:30, 10.13it/s, v_num=9, loss/train=0.208, alignment/train=0.0771, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 34%|███▍ | 161/469 [00:15<00:30, 10.16it/s, v_num=9, loss/train=0.208, alignment/train=0.0771, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 34%|███▍ | 161/469 [00:15<00:30, 10.16it/s, v_num=9, loss/train=0.163, alignment/train=0.0791, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 35%|███▍ | 162/469 [00:15<00:30, 10.16it/s, v_num=9, loss/train=0.163, alignment/train=0.0791, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 35%|███▍ | 162/469 [00:15<00:30, 10.15it/s, v_num=9, loss/train=0.192, alignment/train=0.0804, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 35%|███▍ | 163/469 [00:16<00:30, 10.12it/s, v_num=9, loss/train=0.192, alignment/train=0.0804, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 35%|███▍ | 163/469 [00:16<00:30, 10.12it/s, v_num=9, loss/train=0.181, alignment/train=0.0836, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 35%|███▍ | 164/469 [00:16<00:30, 10.15it/s, v_num=9, loss/train=0.181, alignment/train=0.0836, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 35%|███▍ | 164/469 [00:16<00:30, 10.14it/s, v_num=9, loss/train=0.202, alignment/train=0.0768, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 35%|███▌ | 165/469 [00:16<00:29, 10.17it/s, v_num=9, loss/train=0.202, alignment/train=0.0768, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 35%|███▌ | 165/469 [00:16<00:29, 10.17it/s, v_num=9, loss/train=0.189, alignment/train=0.0806, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 35%|███▌ | 166/469 [00:16<00:29, 10.17it/s, v_num=9, loss/train=0.189, alignment/train=0.0806, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 35%|███▌ | 166/469 [00:16<00:29, 10.17it/s, v_num=9, loss/train=0.198, alignment/train=0.0779, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 36%|███▌ | 167/469 [00:16<00:29, 10.20it/s, v_num=9, loss/train=0.198, alignment/train=0.0779, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 36%|███▌ | 167/469 [00:16<00:29, 10.20it/s, v_num=9, loss/train=0.167, alignment/train=0.0754, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 36%|███▌ | 168/469 [00:16<00:29, 10.21it/s, v_num=9, loss/train=0.167, alignment/train=0.0754, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 36%|███▌ | 168/469 [00:16<00:29, 10.21it/s, v_num=9, loss/train=0.190, alignment/train=0.0849, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 36%|███▌ | 169/469 [00:16<00:29, 10.19it/s, v_num=9, loss/train=0.190, alignment/train=0.0849, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 36%|███▌ | 169/469 [00:16<00:29, 10.18it/s, v_num=9, loss/train=0.177, alignment/train=0.0698, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 36%|███▌ | 170/469 [00:16<00:29, 10.18it/s, v_num=9, loss/train=0.177, alignment/train=0.0698, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 36%|███▌ | 170/469 [00:16<00:29, 10.18it/s, v_num=9, loss/train=0.180, alignment/train=0.0885, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 36%|███▋ | 171/469 [00:16<00:29, 10.19it/s, v_num=9, loss/train=0.180, alignment/train=0.0885, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 36%|███▋ | 171/469 [00:16<00:29, 10.18it/s, v_num=9, loss/train=0.203, alignment/train=0.0899, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 37%|███▋ | 172/469 [00:16<00:29, 10.19it/s, v_num=9, loss/train=0.203, alignment/train=0.0899, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 37%|███▋ | 172/469 [00:16<00:29, 10.19it/s, v_num=9, loss/train=0.191, alignment/train=0.0867, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 37%|███▋ | 173/469 [00:16<00:29, 10.19it/s, v_num=9, loss/train=0.191, alignment/train=0.0867, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 37%|███▋ | 173/469 [00:16<00:29, 10.19it/s, v_num=9, loss/train=0.253, alignment/train=0.0925, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 37%|███▋ | 174/469 [00:17<00:28, 10.20it/s, v_num=9, loss/train=0.253, alignment/train=0.0925, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 37%|███▋ | 174/469 [00:17<00:28, 10.20it/s, v_num=9, loss/train=0.184, alignment/train=0.0898, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 37%|███▋ | 175/469 [00:17<00:28, 10.22it/s, v_num=9, loss/train=0.184, alignment/train=0.0898, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 37%|███▋ | 175/469 [00:17<00:28, 10.22it/s, v_num=9, loss/train=0.181, alignment/train=0.0821, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 38%|███▊ | 176/469 [00:17<00:28, 10.22it/s, v_num=9, loss/train=0.181, alignment/train=0.0821, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 38%|███▊ | 176/469 [00:17<00:28, 10.22it/s, v_num=9, loss/train=0.159, alignment/train=0.0682, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 38%|███▊ | 177/469 [00:17<00:28, 10.21it/s, v_num=9, loss/train=0.159, alignment/train=0.0682, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 38%|███▊ | 177/469 [00:17<00:28, 10.21it/s, v_num=9, loss/train=0.162, alignment/train=0.0806, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 38%|███▊ | 178/469 [00:17<00:28, 10.21it/s, v_num=9, loss/train=0.162, alignment/train=0.0806, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 38%|███▊ | 178/469 [00:17<00:28, 10.21it/s, v_num=9, loss/train=0.185, alignment/train=0.0818, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 38%|███▊ | 179/469 [00:17<00:28, 10.23it/s, v_num=9, loss/train=0.185, alignment/train=0.0818, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 38%|███▊ | 179/469 [00:17<00:28, 10.23it/s, v_num=9, loss/train=0.144, alignment/train=0.0839, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 38%|███▊ | 180/469 [00:17<00:28, 10.24it/s, v_num=9, loss/train=0.144, alignment/train=0.0839, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 38%|███▊ | 180/469 [00:17<00:28, 10.24it/s, v_num=9, loss/train=0.175, alignment/train=0.0824, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 39%|███▊ | 181/469 [00:17<00:28, 10.24it/s, v_num=9, loss/train=0.175, alignment/train=0.0824, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 39%|███▊ | 181/469 [00:17<00:28, 10.24it/s, v_num=9, loss/train=0.213, alignment/train=0.0749, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 39%|███▉ | 182/469 [00:17<00:27, 10.27it/s, v_num=9, loss/train=0.213, alignment/train=0.0749, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 39%|███▉ | 182/469 [00:17<00:27, 10.27it/s, v_num=9, loss/train=0.230, alignment/train=0.0875, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 39%|███▉ | 183/469 [00:17<00:27, 10.25it/s, v_num=9, loss/train=0.230, alignment/train=0.0875, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 39%|███▉ | 183/469 [00:17<00:27, 10.25it/s, v_num=9, loss/train=0.180, alignment/train=0.0748, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 39%|███▉ | 184/469 [00:17<00:27, 10.26it/s, v_num=9, loss/train=0.180, alignment/train=0.0748, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 39%|███▉ | 184/469 [00:17<00:27, 10.26it/s, v_num=9, loss/train=0.159, alignment/train=0.0712, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 39%|███▉ | 185/469 [00:17<00:27, 10.28it/s, v_num=9, loss/train=0.159, alignment/train=0.0712, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 39%|███▉ | 185/469 [00:17<00:27, 10.28it/s, v_num=9, loss/train=0.179, alignment/train=0.0772, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 40%|███▉ | 186/469 [00:18<00:27, 10.30it/s, v_num=9, loss/train=0.179, alignment/train=0.0772, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 40%|███▉ | 186/469 [00:18<00:27, 10.30it/s, v_num=9, loss/train=0.200, alignment/train=0.0756, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 40%|███▉ | 187/469 [00:18<00:27, 10.30it/s, v_num=9, loss/train=0.200, alignment/train=0.0756, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 40%|███▉ | 187/469 [00:18<00:27, 10.30it/s, v_num=9, loss/train=0.210, alignment/train=0.091, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 40%|████ | 188/469 [00:18<00:27, 10.29it/s, v_num=9, loss/train=0.210, alignment/train=0.091, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 40%|████ | 188/469 [00:18<00:27, 10.29it/s, v_num=9, loss/train=0.186, alignment/train=0.0775, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 40%|████ | 189/469 [00:18<00:27, 10.26it/s, v_num=9, loss/train=0.186, alignment/train=0.0775, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 40%|████ | 189/469 [00:18<00:27, 10.26it/s, v_num=9, loss/train=0.192, alignment/train=0.0845, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 41%|████ | 190/469 [00:18<00:27, 10.28it/s, v_num=9, loss/train=0.192, alignment/train=0.0845, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 41%|████ | 190/469 [00:18<00:27, 10.28it/s, v_num=9, loss/train=0.172, alignment/train=0.0776, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 41%|████ | 191/469 [00:18<00:26, 10.30it/s, v_num=9, loss/train=0.172, alignment/train=0.0776, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 41%|████ | 191/469 [00:18<00:26, 10.30it/s, v_num=9, loss/train=0.166, alignment/train=0.0715, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 41%|████ | 192/469 [00:18<00:26, 10.29it/s, v_num=9, loss/train=0.166, alignment/train=0.0715, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 41%|████ | 192/469 [00:18<00:26, 10.29it/s, v_num=9, loss/train=0.199, alignment/train=0.0805, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 41%|████ | 193/469 [00:18<00:26, 10.27it/s, v_num=9, loss/train=0.199, alignment/train=0.0805, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 41%|████ | 193/469 [00:18<00:26, 10.27it/s, v_num=9, loss/train=0.181, alignment/train=0.0851, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 41%|████▏ | 194/469 [00:18<00:26, 10.29it/s, v_num=9, loss/train=0.181, alignment/train=0.0851, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 41%|████▏ | 194/469 [00:18<00:26, 10.29it/s, v_num=9, loss/train=0.203, alignment/train=0.0991, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 42%|████▏ | 195/469 [00:18<00:26, 10.31it/s, v_num=9, loss/train=0.203, alignment/train=0.0991, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 42%|████▏ | 195/469 [00:18<00:26, 10.31it/s, v_num=9, loss/train=0.164, alignment/train=0.0784, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 42%|████▏ | 196/469 [00:18<00:26, 10.34it/s, v_num=9, loss/train=0.164, alignment/train=0.0784, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 42%|████▏ | 196/469 [00:18<00:26, 10.33it/s, v_num=9, loss/train=0.181, alignment/train=0.0856, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 42%|████▏ | 197/469 [00:19<00:26, 10.34it/s, v_num=9, loss/train=0.181, alignment/train=0.0856, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 42%|████▏ | 197/469 [00:19<00:26, 10.34it/s, v_num=9, loss/train=0.224, alignment/train=0.103, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 42%|████▏ | 198/469 [00:19<00:26, 10.31it/s, v_num=9, loss/train=0.224, alignment/train=0.103, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 42%|████▏ | 198/469 [00:19<00:26, 10.31it/s, v_num=9, loss/train=0.208, alignment/train=0.0809, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 42%|████▏ | 199/469 [00:19<00:26, 10.33it/s, v_num=9, loss/train=0.208, alignment/train=0.0809, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 42%|████▏ | 199/469 [00:19<00:26, 10.33it/s, v_num=9, loss/train=0.172, alignment/train=0.072, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 43%|████▎ | 200/469 [00:19<00:25, 10.35it/s, v_num=9, loss/train=0.172, alignment/train=0.072, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 43%|████▎ | 200/469 [00:19<00:25, 10.35it/s, v_num=9, loss/train=0.177, alignment/train=0.0642, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 43%|████▎ | 201/469 [00:19<00:25, 10.36it/s, v_num=9, loss/train=0.177, alignment/train=0.0642, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 43%|████▎ | 201/469 [00:19<00:25, 10.36it/s, v_num=9, loss/train=0.165, alignment/train=0.0856, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 43%|████▎ | 202/469 [00:19<00:25, 10.34it/s, v_num=9, loss/train=0.165, alignment/train=0.0856, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 43%|████▎ | 202/469 [00:19<00:25, 10.34it/s, v_num=9, loss/train=0.159, alignment/train=0.076, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 43%|████▎ | 203/469 [00:19<00:25, 10.34it/s, v_num=9, loss/train=0.159, alignment/train=0.076, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 43%|████▎ | 203/469 [00:19<00:25, 10.34it/s, v_num=9, loss/train=0.180, alignment/train=0.0766, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 43%|████▎ | 204/469 [00:19<00:25, 10.36it/s, v_num=9, loss/train=0.180, alignment/train=0.0766, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 43%|████▎ | 204/469 [00:19<00:25, 10.36it/s, v_num=9, loss/train=0.190, alignment/train=0.0896, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 44%|████▎ | 205/469 [00:19<00:25, 10.37it/s, v_num=9, loss/train=0.190, alignment/train=0.0896, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 44%|████▎ | 205/469 [00:19<00:25, 10.37it/s, v_num=9, loss/train=0.203, alignment/train=0.0865, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 44%|████▍ | 206/469 [00:19<00:25, 10.36it/s, v_num=9, loss/train=0.203, alignment/train=0.0865, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 44%|████▍ | 206/469 [00:19<00:25, 10.36it/s, v_num=9, loss/train=0.183, alignment/train=0.0754, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 44%|████▍ | 207/469 [00:19<00:25, 10.38it/s, v_num=9, loss/train=0.183, alignment/train=0.0754, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 44%|████▍ | 207/469 [00:19<00:25, 10.38it/s, v_num=9, loss/train=0.151, alignment/train=0.0724, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 44%|████▍ | 208/469 [00:20<00:25, 10.34it/s, v_num=9, loss/train=0.151, alignment/train=0.0724, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 44%|████▍ | 208/469 [00:20<00:25, 10.34it/s, v_num=9, loss/train=0.190, alignment/train=0.0769, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 45%|████▍ | 209/469 [00:20<00:25, 10.36it/s, v_num=9, loss/train=0.190, alignment/train=0.0769, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 45%|████▍ | 209/469 [00:20<00:25, 10.36it/s, v_num=9, loss/train=0.146, alignment/train=0.0761, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 45%|████▍ | 210/469 [00:20<00:24, 10.37it/s, v_num=9, loss/train=0.146, alignment/train=0.0761, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 45%|████▍ | 210/469 [00:20<00:24, 10.37it/s, v_num=9, loss/train=0.179, alignment/train=0.0762, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 45%|████▍ | 211/469 [00:20<00:24, 10.37it/s, v_num=9, loss/train=0.179, alignment/train=0.0762, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 45%|████▍ | 211/469 [00:20<00:24, 10.37it/s, v_num=9, loss/train=0.184, alignment/train=0.0827, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 45%|████▌ | 212/469 [00:20<00:24, 10.38it/s, v_num=9, loss/train=0.184, alignment/train=0.0827, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 45%|████▌ | 212/469 [00:20<00:24, 10.38it/s, v_num=9, loss/train=0.182, alignment/train=0.0785, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 45%|████▌ | 213/469 [00:20<00:24, 10.37it/s, v_num=9, loss/train=0.182, alignment/train=0.0785, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 45%|████▌ | 213/469 [00:20<00:24, 10.37it/s, v_num=9, loss/train=0.146, alignment/train=0.0763, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 46%|████▌ | 214/469 [00:20<00:24, 10.39it/s, v_num=9, loss/train=0.146, alignment/train=0.0763, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 46%|████▌ | 214/469 [00:20<00:24, 10.39it/s, v_num=9, loss/train=0.168, alignment/train=0.0785, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 46%|████▌ | 215/469 [00:20<00:24, 10.40it/s, v_num=9, loss/train=0.168, alignment/train=0.0785, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 46%|████▌ | 215/469 [00:20<00:24, 10.40it/s, v_num=9, loss/train=0.172, alignment/train=0.070, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 46%|████▌ | 216/469 [00:20<00:24, 10.42it/s, v_num=9, loss/train=0.172, alignment/train=0.070, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 46%|████▌ | 216/469 [00:20<00:24, 10.42it/s, v_num=9, loss/train=0.174, alignment/train=0.0753, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 46%|████▋ | 217/469 [00:20<00:24, 10.42it/s, v_num=9, loss/train=0.174, alignment/train=0.0753, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 46%|████▋ | 217/469 [00:20<00:24, 10.42it/s, v_num=9, loss/train=0.187, alignment/train=0.0763, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 46%|████▋ | 218/469 [00:20<00:24, 10.42it/s, v_num=9, loss/train=0.187, alignment/train=0.0763, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 46%|████▋ | 218/469 [00:20<00:24, 10.42it/s, v_num=9, loss/train=0.201, alignment/train=0.0903, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 47%|████▋ | 219/469 [00:21<00:24, 10.41it/s, v_num=9, loss/train=0.201, alignment/train=0.0903, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 47%|████▋ | 219/469 [00:21<00:24, 10.41it/s, v_num=9, loss/train=0.169, alignment/train=0.0716, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 47%|████▋ | 220/469 [00:21<00:23, 10.41it/s, v_num=9, loss/train=0.169, alignment/train=0.0716, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 47%|████▋ | 220/469 [00:21<00:23, 10.41it/s, v_num=9, loss/train=0.166, alignment/train=0.0713, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 47%|████▋ | 221/469 [00:21<00:23, 10.42it/s, v_num=9, loss/train=0.166, alignment/train=0.0713, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 47%|████▋ | 221/469 [00:21<00:23, 10.42it/s, v_num=9, loss/train=0.274, alignment/train=0.101, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 47%|████▋ | 222/469 [00:21<00:23, 10.44it/s, v_num=9, loss/train=0.274, alignment/train=0.101, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 47%|████▋ | 222/469 [00:21<00:23, 10.44it/s, v_num=9, loss/train=0.150, alignment/train=0.0721, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 48%|████▊ | 223/469 [00:21<00:23, 10.43it/s, v_num=9, loss/train=0.150, alignment/train=0.0721, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 48%|████▊ | 223/469 [00:21<00:23, 10.43it/s, v_num=9, loss/train=0.165, alignment/train=0.0846, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 48%|████▊ | 224/469 [00:21<00:23, 10.45it/s, v_num=9, loss/train=0.165, alignment/train=0.0846, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 48%|████▊ | 224/469 [00:21<00:23, 10.45it/s, v_num=9, loss/train=0.180, alignment/train=0.0875, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 48%|████▊ | 225/469 [00:21<00:23, 10.44it/s, v_num=9, loss/train=0.180, alignment/train=0.0875, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 48%|████▊ | 225/469 [00:21<00:23, 10.44it/s, v_num=9, loss/train=0.199, alignment/train=0.0895, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 48%|████▊ | 226/469 [00:21<00:23, 10.44it/s, v_num=9, loss/train=0.199, alignment/train=0.0895, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 48%|████▊ | 226/469 [00:21<00:23, 10.44it/s, v_num=9, loss/train=0.199, alignment/train=0.102, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 48%|████▊ | 227/469 [00:21<00:23, 10.45it/s, v_num=9, loss/train=0.199, alignment/train=0.102, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 48%|████▊ | 227/469 [00:21<00:23, 10.45it/s, v_num=9, loss/train=0.240, alignment/train=0.0897, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 49%|████▊ | 228/469 [00:21<00:23, 10.45it/s, v_num=9, loss/train=0.240, alignment/train=0.0897, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 49%|████▊ | 228/469 [00:21<00:23, 10.45it/s, v_num=9, loss/train=0.157, alignment/train=0.076, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 49%|████▉ | 229/469 [00:21<00:22, 10.47it/s, v_num=9, loss/train=0.157, alignment/train=0.076, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 49%|████▉ | 229/469 [00:21<00:22, 10.47it/s, v_num=9, loss/train=0.178, alignment/train=0.0797, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 49%|████▉ | 230/469 [00:21<00:22, 10.48it/s, v_num=9, loss/train=0.178, alignment/train=0.0797, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 49%|████▉ | 230/469 [00:21<00:22, 10.48it/s, v_num=9, loss/train=0.155, alignment/train=0.0742, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 49%|████▉ | 231/469 [00:22<00:22, 10.49it/s, v_num=9, loss/train=0.155, alignment/train=0.0742, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 49%|████▉ | 231/469 [00:22<00:22, 10.49it/s, v_num=9, loss/train=0.199, alignment/train=0.0869, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 49%|████▉ | 232/469 [00:22<00:22, 10.48it/s, v_num=9, loss/train=0.199, alignment/train=0.0869, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 49%|████▉ | 232/469 [00:22<00:22, 10.48it/s, v_num=9, loss/train=0.176, alignment/train=0.0759, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 50%|████▉ | 233/469 [00:22<00:22, 10.45it/s, v_num=9, loss/train=0.176, alignment/train=0.0759, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 50%|████▉ | 233/469 [00:22<00:22, 10.45it/s, v_num=9, loss/train=0.192, alignment/train=0.0843, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 50%|████▉ | 234/469 [00:22<00:22, 10.46it/s, v_num=9, loss/train=0.192, alignment/train=0.0843, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 50%|████▉ | 234/469 [00:22<00:22, 10.46it/s, v_num=9, loss/train=0.200, alignment/train=0.0837, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 50%|█████ | 235/469 [00:22<00:22, 10.48it/s, v_num=9, loss/train=0.200, alignment/train=0.0837, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 50%|█████ | 235/469 [00:22<00:22, 10.48it/s, v_num=9, loss/train=0.220, alignment/train=0.0883, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 50%|█████ | 236/469 [00:22<00:22, 10.47it/s, v_num=9, loss/train=0.220, alignment/train=0.0883, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 50%|█████ | 236/469 [00:22<00:22, 10.47it/s, v_num=9, loss/train=0.186, alignment/train=0.073, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 51%|█████ | 237/469 [00:22<00:22, 10.48it/s, v_num=9, loss/train=0.186, alignment/train=0.073, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 51%|█████ | 237/469 [00:22<00:22, 10.48it/s, v_num=9, loss/train=0.177, alignment/train=0.0709, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 51%|█████ | 238/469 [00:22<00:22, 10.47it/s, v_num=9, loss/train=0.177, alignment/train=0.0709, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 51%|█████ | 238/469 [00:22<00:22, 10.47it/s, v_num=9, loss/train=0.180, alignment/train=0.0771, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 51%|█████ | 239/469 [00:22<00:21, 10.48it/s, v_num=9, loss/train=0.180, alignment/train=0.0771, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 51%|█████ | 239/469 [00:22<00:21, 10.48it/s, v_num=9, loss/train=0.202, alignment/train=0.0811, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 51%|█████ | 240/469 [00:22<00:21, 10.50it/s, v_num=9, loss/train=0.202, alignment/train=0.0811, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 51%|█████ | 240/469 [00:22<00:21, 10.50it/s, v_num=9, loss/train=0.196, alignment/train=0.0742, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 51%|█████▏ | 241/469 [00:22<00:21, 10.50it/s, v_num=9, loss/train=0.196, alignment/train=0.0742, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 51%|█████▏ | 241/469 [00:22<00:21, 10.50it/s, v_num=9, loss/train=0.159, alignment/train=0.0743, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 52%|█████▏ | 242/469 [00:23<00:21, 10.49it/s, v_num=9, loss/train=0.159, alignment/train=0.0743, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 52%|█████▏ | 242/469 [00:23<00:21, 10.49it/s, v_num=9, loss/train=0.156, alignment/train=0.0707, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 52%|█████▏ | 243/469 [00:23<00:21, 10.49it/s, v_num=9, loss/train=0.156, alignment/train=0.0707, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 52%|█████▏ | 243/469 [00:23<00:21, 10.49it/s, v_num=9, loss/train=0.224, alignment/train=0.0801, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 52%|█████▏ | 244/469 [00:23<00:21, 10.50it/s, v_num=9, loss/train=0.224, alignment/train=0.0801, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 52%|█████▏ | 244/469 [00:23<00:21, 10.50it/s, v_num=9, loss/train=0.204, alignment/train=0.0713, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 52%|█████▏ | 245/469 [00:23<00:21, 10.51it/s, v_num=9, loss/train=0.204, alignment/train=0.0713, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 52%|█████▏ | 245/469 [00:23<00:21, 10.51it/s, v_num=9, loss/train=0.153, alignment/train=0.0756, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 52%|█████▏ | 246/469 [00:23<00:21, 10.50it/s, v_num=9, loss/train=0.153, alignment/train=0.0756, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 52%|█████▏ | 246/469 [00:23<00:21, 10.50it/s, v_num=9, loss/train=0.190, alignment/train=0.0785, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 53%|█████▎ | 247/469 [00:23<00:21, 10.50it/s, v_num=9, loss/train=0.190, alignment/train=0.0785, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 53%|█████▎ | 247/469 [00:23<00:21, 10.50it/s, v_num=9, loss/train=0.173, alignment/train=0.0812, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 53%|█████▎ | 248/469 [00:23<00:21, 10.50it/s, v_num=9, loss/train=0.173, alignment/train=0.0812, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 53%|█████▎ | 248/469 [00:23<00:21, 10.50it/s, v_num=9, loss/train=0.174, alignment/train=0.0787, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 53%|█████▎ | 249/469 [00:23<00:20, 10.52it/s, v_num=9, loss/train=0.174, alignment/train=0.0787, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 53%|█████▎ | 249/469 [00:23<00:20, 10.52it/s, v_num=9, loss/train=0.174, alignment/train=0.0825, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 53%|█████▎ | 250/469 [00:23<00:20, 10.54it/s, v_num=9, loss/train=0.174, alignment/train=0.0825, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 53%|█████▎ | 250/469 [00:23<00:20, 10.54it/s, v_num=9, loss/train=0.183, alignment/train=0.0866, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 54%|█████▎ | 251/469 [00:23<00:20, 10.52it/s, v_num=9, loss/train=0.183, alignment/train=0.0866, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 54%|█████▎ | 251/469 [00:23<00:20, 10.52it/s, v_num=9, loss/train=0.182, alignment/train=0.0856, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 54%|█████▎ | 252/469 [00:23<00:20, 10.50it/s, v_num=9, loss/train=0.182, alignment/train=0.0856, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 54%|█████▎ | 252/469 [00:23<00:20, 10.50it/s, v_num=9, loss/train=0.187, alignment/train=0.0734, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 54%|█████▍ | 253/469 [00:24<00:20, 10.52it/s, v_num=9, loss/train=0.187, alignment/train=0.0734, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 54%|█████▍ | 253/469 [00:24<00:20, 10.52it/s, v_num=9, loss/train=0.165, alignment/train=0.0756, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 54%|█████▍ | 254/469 [00:24<00:20, 10.53it/s, v_num=9, loss/train=0.165, alignment/train=0.0756, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 54%|█████▍ | 254/469 [00:24<00:20, 10.53it/s, v_num=9, loss/train=0.235, alignment/train=0.0733, uniformity/train=-3.51, contrastive_acc/train=0.988, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 54%|█████▍ | 255/469 [00:24<00:20, 10.55it/s, v_num=9, loss/train=0.235, alignment/train=0.0733, uniformity/train=-3.51, contrastive_acc/train=0.988, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 54%|█████▍ | 255/469 [00:24<00:20, 10.55it/s, v_num=9, loss/train=0.171, alignment/train=0.0748, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 55%|█████▍ | 256/469 [00:24<00:20, 10.54it/s, v_num=9, loss/train=0.171, alignment/train=0.0748, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 55%|█████▍ | 256/469 [00:24<00:20, 10.54it/s, v_num=9, loss/train=0.195, alignment/train=0.0798, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 55%|█████▍ | 257/469 [00:24<00:20, 10.52it/s, v_num=9, loss/train=0.195, alignment/train=0.0798, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 55%|█████▍ | 257/469 [00:24<00:20, 10.52it/s, v_num=9, loss/train=0.193, alignment/train=0.0756, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 55%|█████▌ | 258/469 [00:24<00:20, 10.53it/s, v_num=9, loss/train=0.193, alignment/train=0.0756, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 55%|█████▌ | 258/469 [00:24<00:20, 10.53it/s, v_num=9, loss/train=0.166, alignment/train=0.0736, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 55%|█████▌ | 259/469 [00:24<00:19, 10.53it/s, v_num=9, loss/train=0.166, alignment/train=0.0736, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 55%|█████▌ | 259/469 [00:24<00:19, 10.53it/s, v_num=9, loss/train=0.161, alignment/train=0.0645, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 55%|█████▌ | 260/469 [00:24<00:19, 10.55it/s, v_num=9, loss/train=0.161, alignment/train=0.0645, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 55%|█████▌ | 260/469 [00:24<00:19, 10.55it/s, v_num=9, loss/train=0.197, alignment/train=0.0935, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 56%|█████▌ | 261/469 [00:24<00:19, 10.57it/s, v_num=9, loss/train=0.197, alignment/train=0.0935, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 56%|█████▌ | 261/469 [00:24<00:19, 10.57it/s, v_num=9, loss/train=0.217, alignment/train=0.0785, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 56%|█████▌ | 262/469 [00:24<00:19, 10.58it/s, v_num=9, loss/train=0.217, alignment/train=0.0785, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 56%|█████▌ | 262/469 [00:24<00:19, 10.58it/s, v_num=9, loss/train=0.172, alignment/train=0.0665, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 56%|█████▌ | 263/469 [00:24<00:19, 10.57it/s, v_num=9, loss/train=0.172, alignment/train=0.0665, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 56%|█████▌ | 263/469 [00:24<00:19, 10.57it/s, v_num=9, loss/train=0.179, alignment/train=0.0764, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 56%|█████▋ | 264/469 [00:24<00:19, 10.56it/s, v_num=9, loss/train=0.179, alignment/train=0.0764, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 56%|█████▋ | 264/469 [00:24<00:19, 10.56it/s, v_num=9, loss/train=0.146, alignment/train=0.0867, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 57%|█████▋ | 265/469 [00:25<00:19, 10.56it/s, v_num=9, loss/train=0.146, alignment/train=0.0867, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 57%|█████▋ | 265/469 [00:25<00:19, 10.56it/s, v_num=9, loss/train=0.192, alignment/train=0.0811, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 57%|█████▋ | 266/469 [00:25<00:19, 10.56it/s, v_num=9, loss/train=0.192, alignment/train=0.0811, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 57%|█████▋ | 266/469 [00:25<00:19, 10.56it/s, v_num=9, loss/train=0.171, alignment/train=0.0824, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 57%|█████▋ | 267/469 [00:25<00:19, 10.57it/s, v_num=9, loss/train=0.171, alignment/train=0.0824, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 57%|█████▋ | 267/469 [00:25<00:19, 10.57it/s, v_num=9, loss/train=0.179, alignment/train=0.0762, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 57%|█████▋ | 268/469 [00:25<00:18, 10.59it/s, v_num=9, loss/train=0.179, alignment/train=0.0762, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 57%|█████▋ | 268/469 [00:25<00:18, 10.59it/s, v_num=9, loss/train=0.187, alignment/train=0.0788, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 57%|█████▋ | 269/469 [00:25<00:18, 10.58it/s, v_num=9, loss/train=0.187, alignment/train=0.0788, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 57%|█████▋ | 269/469 [00:25<00:18, 10.58it/s, v_num=9, loss/train=0.220, alignment/train=0.0821, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 58%|█████▊ | 270/469 [00:25<00:18, 10.59it/s, v_num=9, loss/train=0.220, alignment/train=0.0821, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 58%|█████▊ | 270/469 [00:25<00:18, 10.59it/s, v_num=9, loss/train=0.168, alignment/train=0.0777, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 58%|█████▊ | 271/469 [00:25<00:18, 10.58it/s, v_num=9, loss/train=0.168, alignment/train=0.0777, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 58%|█████▊ | 271/469 [00:25<00:18, 10.58it/s, v_num=9, loss/train=0.193, alignment/train=0.0817, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 58%|█████▊ | 272/469 [00:25<00:18, 10.60it/s, v_num=9, loss/train=0.193, alignment/train=0.0817, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 58%|█████▊ | 272/469 [00:25<00:18, 10.60it/s, v_num=9, loss/train=0.174, alignment/train=0.0802, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 58%|█████▊ | 273/469 [00:25<00:18, 10.61it/s, v_num=9, loss/train=0.174, alignment/train=0.0802, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 58%|█████▊ | 273/469 [00:25<00:18, 10.61it/s, v_num=9, loss/train=0.203, alignment/train=0.0841, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 58%|█████▊ | 274/469 [00:25<00:18, 10.59it/s, v_num=9, loss/train=0.203, alignment/train=0.0841, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 58%|█████▊ | 274/469 [00:25<00:18, 10.59it/s, v_num=9, loss/train=0.170, alignment/train=0.0889, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 59%|█████▊ | 275/469 [00:25<00:18, 10.59it/s, v_num=9, loss/train=0.170, alignment/train=0.0889, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 59%|█████▊ | 275/469 [00:25<00:18, 10.59it/s, v_num=9, loss/train=0.229, alignment/train=0.0966, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 59%|█████▉ | 276/469 [00:26<00:18, 10.60it/s, v_num=9, loss/train=0.229, alignment/train=0.0966, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 59%|█████▉ | 276/469 [00:26<00:18, 10.59it/s, v_num=9, loss/train=0.207, alignment/train=0.0902, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 59%|█████▉ | 277/469 [00:26<00:18, 10.60it/s, v_num=9, loss/train=0.207, alignment/train=0.0902, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 59%|█████▉ | 277/469 [00:26<00:18, 10.60it/s, v_num=9, loss/train=0.150, alignment/train=0.0627, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 59%|█████▉ | 278/469 [00:26<00:18, 10.60it/s, v_num=9, loss/train=0.150, alignment/train=0.0627, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 59%|█████▉ | 278/469 [00:26<00:18, 10.60it/s, v_num=9, loss/train=0.184, alignment/train=0.089, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 59%|█████▉ | 279/469 [00:26<00:17, 10.62it/s, v_num=9, loss/train=0.184, alignment/train=0.089, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 59%|█████▉ | 279/469 [00:26<00:17, 10.62it/s, v_num=9, loss/train=0.173, alignment/train=0.0858, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 60%|█████▉ | 280/469 [00:26<00:17, 10.60it/s, v_num=9, loss/train=0.173, alignment/train=0.0858, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 60%|█████▉ | 280/469 [00:26<00:17, 10.60it/s, v_num=9, loss/train=0.144, alignment/train=0.0744, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 60%|█████▉ | 281/469 [00:26<00:17, 10.62it/s, v_num=9, loss/train=0.144, alignment/train=0.0744, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 60%|█████▉ | 281/469 [00:26<00:17, 10.62it/s, v_num=9, loss/train=0.180, alignment/train=0.0778, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 60%|██████ | 282/469 [00:26<00:17, 10.61it/s, v_num=9, loss/train=0.180, alignment/train=0.0778, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 60%|██████ | 282/469 [00:26<00:17, 10.61it/s, v_num=9, loss/train=0.167, alignment/train=0.0702, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 60%|██████ | 283/469 [00:26<00:17, 10.62it/s, v_num=9, loss/train=0.167, alignment/train=0.0702, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 60%|██████ | 283/469 [00:26<00:17, 10.62it/s, v_num=9, loss/train=0.181, alignment/train=0.0888, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 61%|██████ | 284/469 [00:26<00:17, 10.62it/s, v_num=9, loss/train=0.181, alignment/train=0.0888, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 61%|██████ | 284/469 [00:26<00:17, 10.62it/s, v_num=9, loss/train=0.148, alignment/train=0.068, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 61%|██████ | 285/469 [00:26<00:17, 10.64it/s, v_num=9, loss/train=0.148, alignment/train=0.068, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 61%|██████ | 285/469 [00:26<00:17, 10.64it/s, v_num=9, loss/train=0.180, alignment/train=0.0884, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 61%|██████ | 286/469 [00:26<00:17, 10.63it/s, v_num=9, loss/train=0.180, alignment/train=0.0884, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 61%|██████ | 286/469 [00:26<00:17, 10.63it/s, v_num=9, loss/train=0.173, alignment/train=0.082, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 61%|██████ | 287/469 [00:27<00:17, 10.61it/s, v_num=9, loss/train=0.173, alignment/train=0.082, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 61%|██████ | 287/469 [00:27<00:17, 10.61it/s, v_num=9, loss/train=0.187, alignment/train=0.0775, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 61%|██████▏ | 288/469 [00:27<00:17, 10.63it/s, v_num=9, loss/train=0.187, alignment/train=0.0775, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 61%|██████▏ | 288/469 [00:27<00:17, 10.63it/s, v_num=9, loss/train=0.195, alignment/train=0.0799, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 62%|██████▏ | 289/469 [00:27<00:16, 10.63it/s, v_num=9, loss/train=0.195, alignment/train=0.0799, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 62%|██████▏ | 289/469 [00:27<00:16, 10.63it/s, v_num=9, loss/train=0.200, alignment/train=0.0788, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 62%|██████▏ | 290/469 [00:27<00:16, 10.62it/s, v_num=9, loss/train=0.200, alignment/train=0.0788, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 62%|██████▏ | 290/469 [00:27<00:16, 10.62it/s, v_num=9, loss/train=0.179, alignment/train=0.0842, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 62%|██████▏ | 291/469 [00:27<00:16, 10.64it/s, v_num=9, loss/train=0.179, alignment/train=0.0842, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 62%|██████▏ | 291/469 [00:27<00:16, 10.64it/s, v_num=9, loss/train=0.173, alignment/train=0.0856, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 62%|██████▏ | 292/469 [00:27<00:16, 10.64it/s, v_num=9, loss/train=0.173, alignment/train=0.0856, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 62%|██████▏ | 292/469 [00:27<00:16, 10.64it/s, v_num=9, loss/train=0.161, alignment/train=0.0808, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 62%|██████▏ | 293/469 [00:27<00:16, 10.65it/s, v_num=9, loss/train=0.161, alignment/train=0.0808, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 62%|██████▏ | 293/469 [00:27<00:16, 10.65it/s, v_num=9, loss/train=0.180, alignment/train=0.0858, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 63%|██████▎ | 294/469 [00:27<00:16, 10.65it/s, v_num=9, loss/train=0.180, alignment/train=0.0858, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 63%|██████▎ | 294/469 [00:27<00:16, 10.65it/s, v_num=9, loss/train=0.179, alignment/train=0.0831, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 63%|██████▎ | 295/469 [00:27<00:16, 10.64it/s, v_num=9, loss/train=0.179, alignment/train=0.0831, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 63%|██████▎ | 295/469 [00:27<00:16, 10.64it/s, v_num=9, loss/train=0.194, alignment/train=0.0808, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 63%|██████▎ | 296/469 [00:27<00:16, 10.65it/s, v_num=9, loss/train=0.194, alignment/train=0.0808, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 63%|██████▎ | 296/469 [00:27<00:16, 10.65it/s, v_num=9, loss/train=0.182, alignment/train=0.0924, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 63%|██████▎ | 297/469 [00:27<00:16, 10.66it/s, v_num=9, loss/train=0.182, alignment/train=0.0924, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 63%|██████▎ | 297/469 [00:27<00:16, 10.66it/s, v_num=9, loss/train=0.203, alignment/train=0.0894, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 64%|██████▎ | 298/469 [00:27<00:16, 10.67it/s, v_num=9, loss/train=0.203, alignment/train=0.0894, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 64%|██████▎ | 298/469 [00:27<00:16, 10.67it/s, v_num=9, loss/train=0.170, alignment/train=0.0747, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 64%|██████▍ | 299/469 [00:28<00:15, 10.68it/s, v_num=9, loss/train=0.170, alignment/train=0.0747, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 64%|██████▍ | 299/469 [00:28<00:15, 10.68it/s, v_num=9, loss/train=0.142, alignment/train=0.0725, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 64%|██████▍ | 300/469 [00:28<00:15, 10.66it/s, v_num=9, loss/train=0.142, alignment/train=0.0725, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 64%|██████▍ | 300/469 [00:28<00:15, 10.66it/s, v_num=9, loss/train=0.189, alignment/train=0.078, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 64%|██████▍ | 301/469 [00:28<00:15, 10.66it/s, v_num=9, loss/train=0.189, alignment/train=0.078, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 64%|██████▍ | 301/469 [00:28<00:15, 10.66it/s, v_num=9, loss/train=0.201, alignment/train=0.0877, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 64%|██████▍ | 302/469 [00:28<00:15, 10.66it/s, v_num=9, loss/train=0.201, alignment/train=0.0877, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 64%|██████▍ | 302/469 [00:28<00:15, 10.66it/s, v_num=9, loss/train=0.172, alignment/train=0.0812, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 65%|██████▍ | 303/469 [00:28<00:15, 10.67it/s, v_num=9, loss/train=0.172, alignment/train=0.0812, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 65%|██████▍ | 303/469 [00:28<00:15, 10.67it/s, v_num=9, loss/train=0.186, alignment/train=0.0788, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 65%|██████▍ | 304/469 [00:28<00:15, 10.68it/s, v_num=9, loss/train=0.186, alignment/train=0.0788, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 65%|██████▍ | 304/469 [00:28<00:15, 10.68it/s, v_num=9, loss/train=0.171, alignment/train=0.0802, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 65%|██████▌ | 305/469 [00:28<00:15, 10.66it/s, v_num=9, loss/train=0.171, alignment/train=0.0802, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 65%|██████▌ | 305/469 [00:28<00:15, 10.66it/s, v_num=9, loss/train=0.153, alignment/train=0.0803, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 65%|██████▌ | 306/469 [00:28<00:15, 10.65it/s, v_num=9, loss/train=0.153, alignment/train=0.0803, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 65%|██████▌ | 306/469 [00:28<00:15, 10.65it/s, v_num=9, loss/train=0.189, alignment/train=0.0861, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 65%|██████▌ | 307/469 [00:28<00:15, 10.66it/s, v_num=9, loss/train=0.189, alignment/train=0.0861, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 65%|██████▌ | 307/469 [00:28<00:15, 10.66it/s, v_num=9, loss/train=0.170, alignment/train=0.0857, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 66%|██████▌ | 308/469 [00:28<00:15, 10.67it/s, v_num=9, loss/train=0.170, alignment/train=0.0857, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 66%|██████▌ | 308/469 [00:28<00:15, 10.67it/s, v_num=9, loss/train=0.182, alignment/train=0.0841, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 66%|██████▌ | 309/469 [00:28<00:15, 10.66it/s, v_num=9, loss/train=0.182, alignment/train=0.0841, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 66%|██████▌ | 309/469 [00:28<00:15, 10.66it/s, v_num=9, loss/train=0.208, alignment/train=0.0899, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 66%|██████▌ | 310/469 [00:29<00:14, 10.67it/s, v_num=9, loss/train=0.208, alignment/train=0.0899, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 66%|██████▌ | 310/469 [00:29<00:14, 10.67it/s, v_num=9, loss/train=0.172, alignment/train=0.0735, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 66%|██████▋ | 311/469 [00:29<00:14, 10.68it/s, v_num=9, loss/train=0.172, alignment/train=0.0735, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 66%|██████▋ | 311/469 [00:29<00:14, 10.68it/s, v_num=9, loss/train=0.211, alignment/train=0.0923, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 67%|██████▋ | 312/469 [00:29<00:14, 10.68it/s, v_num=9, loss/train=0.211, alignment/train=0.0923, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 67%|██████▋ | 312/469 [00:29<00:14, 10.68it/s, v_num=9, loss/train=0.205, alignment/train=0.0939, uniformity/train=-3.55, contrastive_acc/train=0.988, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 67%|██████▋ | 313/469 [00:29<00:14, 10.69it/s, v_num=9, loss/train=0.205, alignment/train=0.0939, uniformity/train=-3.55, contrastive_acc/train=0.988, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 67%|██████▋ | 313/469 [00:29<00:14, 10.69it/s, v_num=9, loss/train=0.164, alignment/train=0.0791, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 67%|██████▋ | 314/469 [00:29<00:14, 10.69it/s, v_num=9, loss/train=0.164, alignment/train=0.0791, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 67%|██████▋ | 314/469 [00:29<00:14, 10.69it/s, v_num=9, loss/train=0.161, alignment/train=0.0717, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 67%|██████▋ | 315/469 [00:29<00:14, 10.68it/s, v_num=9, loss/train=0.161, alignment/train=0.0717, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 67%|██████▋ | 315/469 [00:29<00:14, 10.68it/s, v_num=9, loss/train=0.217, alignment/train=0.0686, uniformity/train=-3.51, contrastive_acc/train=0.984, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 67%|██████▋ | 316/469 [00:29<00:14, 10.68it/s, v_num=9, loss/train=0.217, alignment/train=0.0686, uniformity/train=-3.51, contrastive_acc/train=0.984, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 67%|██████▋ | 316/469 [00:29<00:14, 10.68it/s, v_num=9, loss/train=0.185, alignment/train=0.086, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 68%|██████▊ | 317/469 [00:29<00:14, 10.69it/s, v_num=9, loss/train=0.185, alignment/train=0.086, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 68%|██████▊ | 317/469 [00:29<00:14, 10.69it/s, v_num=9, loss/train=0.197, alignment/train=0.0729, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 68%|██████▊ | 318/469 [00:29<00:14, 10.69it/s, v_num=9, loss/train=0.197, alignment/train=0.0729, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 68%|██████▊ | 318/469 [00:29<00:14, 10.68it/s, v_num=9, loss/train=0.183, alignment/train=0.0773, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 68%|██████▊ | 319/469 [00:29<00:14, 10.68it/s, v_num=9, loss/train=0.183, alignment/train=0.0773, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 68%|██████▊ | 319/469 [00:29<00:14, 10.68it/s, v_num=9, loss/train=0.194, alignment/train=0.0754, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 68%|██████▊ | 320/469 [00:29<00:13, 10.68it/s, v_num=9, loss/train=0.194, alignment/train=0.0754, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 68%|██████▊ | 320/469 [00:29<00:13, 10.68it/s, v_num=9, loss/train=0.201, alignment/train=0.0628, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 68%|██████▊ | 321/469 [00:30<00:13, 10.69it/s, v_num=9, loss/train=0.201, alignment/train=0.0628, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 68%|██████▊ | 321/469 [00:30<00:13, 10.69it/s, v_num=9, loss/train=0.156, alignment/train=0.0755, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 69%|██████▊ | 322/469 [00:30<00:13, 10.69it/s, v_num=9, loss/train=0.156, alignment/train=0.0755, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 69%|██████▊ | 322/469 [00:30<00:13, 10.69it/s, v_num=9, loss/train=0.238, alignment/train=0.0781, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 69%|██████▉ | 323/469 [00:30<00:13, 10.69it/s, v_num=9, loss/train=0.238, alignment/train=0.0781, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 69%|██████▉ | 323/469 [00:30<00:13, 10.69it/s, v_num=9, loss/train=0.142, alignment/train=0.0787, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 69%|██████▉ | 324/469 [00:30<00:13, 10.70it/s, v_num=9, loss/train=0.142, alignment/train=0.0787, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 69%|██████▉ | 324/469 [00:30<00:13, 10.70it/s, v_num=9, loss/train=0.160, alignment/train=0.0788, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 69%|██████▉ | 325/469 [00:30<00:13, 10.69it/s, v_num=9, loss/train=0.160, alignment/train=0.0788, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 69%|██████▉ | 325/469 [00:30<00:13, 10.69it/s, v_num=9, loss/train=0.165, alignment/train=0.081, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 70%|██████▉ | 326/469 [00:30<00:13, 10.70it/s, v_num=9, loss/train=0.165, alignment/train=0.081, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 70%|██████▉ | 326/469 [00:30<00:13, 10.70it/s, v_num=9, loss/train=0.196, alignment/train=0.075, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 70%|██████▉ | 327/469 [00:30<00:13, 10.71it/s, v_num=9, loss/train=0.196, alignment/train=0.075, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 70%|██████▉ | 327/469 [00:30<00:13, 10.71it/s, v_num=9, loss/train=0.201, alignment/train=0.0822, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 70%|██████▉ | 328/469 [00:30<00:13, 10.73it/s, v_num=9, loss/train=0.201, alignment/train=0.0822, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 70%|██████▉ | 328/469 [00:30<00:13, 10.73it/s, v_num=9, loss/train=0.188, alignment/train=0.0751, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 70%|███████ | 329/469 [00:30<00:13, 10.73it/s, v_num=9, loss/train=0.188, alignment/train=0.0751, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 70%|███████ | 329/469 [00:30<00:13, 10.73it/s, v_num=9, loss/train=0.201, alignment/train=0.0834, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 70%|███████ | 330/469 [00:30<00:12, 10.72it/s, v_num=9, loss/train=0.201, alignment/train=0.0834, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 70%|███████ | 330/469 [00:30<00:12, 10.72it/s, v_num=9, loss/train=0.180, alignment/train=0.0784, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 71%|███████ | 331/469 [00:30<00:12, 10.70it/s, v_num=9, loss/train=0.180, alignment/train=0.0784, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 71%|███████ | 331/469 [00:30<00:12, 10.70it/s, v_num=9, loss/train=0.187, alignment/train=0.0818, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 71%|███████ | 332/469 [00:31<00:12, 10.71it/s, v_num=9, loss/train=0.187, alignment/train=0.0818, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 71%|███████ | 332/469 [00:31<00:12, 10.71it/s, v_num=9, loss/train=0.169, alignment/train=0.0864, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 71%|███████ | 333/469 [00:31<00:12, 10.71it/s, v_num=9, loss/train=0.169, alignment/train=0.0864, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 71%|███████ | 333/469 [00:31<00:12, 10.71it/s, v_num=9, loss/train=0.171, alignment/train=0.0858, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 71%|███████ | 334/469 [00:31<00:12, 10.72it/s, v_num=9, loss/train=0.171, alignment/train=0.0858, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 71%|███████ | 334/469 [00:31<00:12, 10.72it/s, v_num=9, loss/train=0.224, alignment/train=0.0973, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 71%|███████▏ | 335/469 [00:31<00:12, 10.73it/s, v_num=9, loss/train=0.224, alignment/train=0.0973, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 71%|███████▏ | 335/469 [00:31<00:12, 10.73it/s, v_num=9, loss/train=0.194, alignment/train=0.0765, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 72%|███████▏ | 336/469 [00:31<00:12, 10.74it/s, v_num=9, loss/train=0.194, alignment/train=0.0765, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 72%|███████▏ | 336/469 [00:31<00:12, 10.74it/s, v_num=9, loss/train=0.170, alignment/train=0.0767, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 72%|███████▏ | 337/469 [00:31<00:12, 10.73it/s, v_num=9, loss/train=0.170, alignment/train=0.0767, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 72%|███████▏ | 337/469 [00:31<00:12, 10.73it/s, v_num=9, loss/train=0.176, alignment/train=0.0807, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 72%|███████▏ | 338/469 [00:31<00:12, 10.71it/s, v_num=9, loss/train=0.176, alignment/train=0.0807, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 72%|███████▏ | 338/469 [00:31<00:12, 10.71it/s, v_num=9, loss/train=0.184, alignment/train=0.0756, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 72%|███████▏ | 339/469 [00:31<00:12, 10.72it/s, v_num=9, loss/train=0.184, alignment/train=0.0756, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 72%|███████▏ | 339/469 [00:31<00:12, 10.72it/s, v_num=9, loss/train=0.240, alignment/train=0.0819, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 72%|███████▏ | 340/469 [00:31<00:12, 10.72it/s, v_num=9, loss/train=0.240, alignment/train=0.0819, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 72%|███████▏ | 340/469 [00:31<00:12, 10.72it/s, v_num=9, loss/train=0.154, alignment/train=0.0762, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 73%|███████▎ | 341/469 [00:31<00:11, 10.72it/s, v_num=9, loss/train=0.154, alignment/train=0.0762, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 73%|███████▎ | 341/469 [00:31<00:11, 10.72it/s, v_num=9, loss/train=0.194, alignment/train=0.0868, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 73%|███████▎ | 342/469 [00:31<00:11, 10.73it/s, v_num=9, loss/train=0.194, alignment/train=0.0868, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 73%|███████▎ | 342/469 [00:31<00:11, 10.73it/s, v_num=9, loss/train=0.184, alignment/train=0.0857, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 73%|███████▎ | 343/469 [00:31<00:11, 10.74it/s, v_num=9, loss/train=0.184, alignment/train=0.0857, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 73%|███████▎ | 343/469 [00:31<00:11, 10.74it/s, v_num=9, loss/train=0.181, alignment/train=0.0786, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 73%|███████▎ | 344/469 [00:32<00:11, 10.74it/s, v_num=9, loss/train=0.181, alignment/train=0.0786, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 73%|███████▎ | 344/469 [00:32<00:11, 10.74it/s, v_num=9, loss/train=0.164, alignment/train=0.0835, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 74%|███████▎ | 345/469 [00:32<00:11, 10.75it/s, v_num=9, loss/train=0.164, alignment/train=0.0835, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 74%|███████▎ | 345/469 [00:32<00:11, 10.75it/s, v_num=9, loss/train=0.185, alignment/train=0.0818, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 74%|███████▍ | 346/469 [00:32<00:11, 10.75it/s, v_num=9, loss/train=0.185, alignment/train=0.0818, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 74%|███████▍ | 346/469 [00:32<00:11, 10.75it/s, v_num=9, loss/train=0.224, alignment/train=0.0865, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 74%|███████▍ | 347/469 [00:32<00:11, 10.74it/s, v_num=9, loss/train=0.224, alignment/train=0.0865, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 74%|███████▍ | 347/469 [00:32<00:11, 10.74it/s, v_num=9, loss/train=0.189, alignment/train=0.0954, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 74%|███████▍ | 348/469 [00:32<00:11, 10.73it/s, v_num=9, loss/train=0.189, alignment/train=0.0954, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 74%|███████▍ | 348/469 [00:32<00:11, 10.73it/s, v_num=9, loss/train=0.160, alignment/train=0.0841, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 74%|███████▍ | 349/469 [00:32<00:11, 10.74it/s, v_num=9, loss/train=0.160, alignment/train=0.0841, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 74%|███████▍ | 349/469 [00:32<00:11, 10.74it/s, v_num=9, loss/train=0.166, alignment/train=0.0719, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 75%|███████▍ | 350/469 [00:32<00:11, 10.74it/s, v_num=9, loss/train=0.166, alignment/train=0.0719, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 75%|███████▍ | 350/469 [00:32<00:11, 10.74it/s, v_num=9, loss/train=0.200, alignment/train=0.0807, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 75%|███████▍ | 351/469 [00:32<00:10, 10.75it/s, v_num=9, loss/train=0.200, alignment/train=0.0807, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 75%|███████▍ | 351/469 [00:32<00:10, 10.75it/s, v_num=9, loss/train=0.203, alignment/train=0.0858, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 75%|███████▌ | 352/469 [00:32<00:10, 10.76it/s, v_num=9, loss/train=0.203, alignment/train=0.0858, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 75%|███████▌ | 352/469 [00:32<00:10, 10.76it/s, v_num=9, loss/train=0.175, alignment/train=0.0681, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 75%|███████▌ | 353/469 [00:32<00:10, 10.75it/s, v_num=9, loss/train=0.175, alignment/train=0.0681, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 75%|███████▌ | 353/469 [00:32<00:10, 10.75it/s, v_num=9, loss/train=0.188, alignment/train=0.0821, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 75%|███████▌ | 354/469 [00:32<00:10, 10.75it/s, v_num=9, loss/train=0.188, alignment/train=0.0821, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 75%|███████▌ | 354/469 [00:32<00:10, 10.75it/s, v_num=9, loss/train=0.146, alignment/train=0.0775, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 76%|███████▌ | 355/469 [00:32<00:10, 10.76it/s, v_num=9, loss/train=0.146, alignment/train=0.0775, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 76%|███████▌ | 355/469 [00:32<00:10, 10.76it/s, v_num=9, loss/train=0.219, alignment/train=0.0824, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 76%|███████▌ | 356/469 [00:33<00:10, 10.76it/s, v_num=9, loss/train=0.219, alignment/train=0.0824, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 76%|███████▌ | 356/469 [00:33<00:10, 10.76it/s, v_num=9, loss/train=0.172, alignment/train=0.0781, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 76%|███████▌ | 357/469 [00:33<00:10, 10.74it/s, v_num=9, loss/train=0.172, alignment/train=0.0781, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 76%|███████▌ | 357/469 [00:33<00:10, 10.74it/s, v_num=9, loss/train=0.204, alignment/train=0.0777, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 76%|███████▋ | 358/469 [00:33<00:10, 10.75it/s, v_num=9, loss/train=0.204, alignment/train=0.0777, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 76%|███████▋ | 358/469 [00:33<00:10, 10.75it/s, v_num=9, loss/train=0.238, alignment/train=0.0884, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 77%|███████▋ | 359/469 [00:33<00:10, 10.76it/s, v_num=9, loss/train=0.238, alignment/train=0.0884, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 77%|███████▋ | 359/469 [00:33<00:10, 10.76it/s, v_num=9, loss/train=0.157, alignment/train=0.0807, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 77%|███████▋ | 360/469 [00:33<00:10, 10.77it/s, v_num=9, loss/train=0.157, alignment/train=0.0807, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 77%|███████▋ | 360/469 [00:33<00:10, 10.77it/s, v_num=9, loss/train=0.212, alignment/train=0.0882, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 77%|███████▋ | 361/469 [00:33<00:10, 10.77it/s, v_num=9, loss/train=0.212, alignment/train=0.0882, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 77%|███████▋ | 361/469 [00:33<00:10, 10.77it/s, v_num=9, loss/train=0.181, alignment/train=0.0898, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 77%|███████▋ | 362/469 [00:33<00:09, 10.76it/s, v_num=9, loss/train=0.181, alignment/train=0.0898, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 77%|███████▋ | 362/469 [00:33<00:09, 10.76it/s, v_num=9, loss/train=0.174, alignment/train=0.0664, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 77%|███████▋ | 363/469 [00:33<00:09, 10.75it/s, v_num=9, loss/train=0.174, alignment/train=0.0664, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 77%|███████▋ | 363/469 [00:33<00:09, 10.75it/s, v_num=9, loss/train=0.175, alignment/train=0.0835, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 78%|███████▊ | 364/469 [00:33<00:09, 10.76it/s, v_num=9, loss/train=0.175, alignment/train=0.0835, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 78%|███████▊ | 364/469 [00:33<00:09, 10.76it/s, v_num=9, loss/train=0.178, alignment/train=0.0786, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 78%|███████▊ | 365/469 [00:33<00:09, 10.77it/s, v_num=9, loss/train=0.178, alignment/train=0.0786, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 78%|███████▊ | 365/469 [00:33<00:09, 10.77it/s, v_num=9, loss/train=0.206, alignment/train=0.0872, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 78%|███████▊ | 366/469 [00:33<00:09, 10.77it/s, v_num=9, loss/train=0.206, alignment/train=0.0872, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 78%|███████▊ | 366/469 [00:33<00:09, 10.77it/s, v_num=9, loss/train=0.197, alignment/train=0.0849, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 78%|███████▊ | 367/469 [00:34<00:09, 10.77it/s, v_num=9, loss/train=0.197, alignment/train=0.0849, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 78%|███████▊ | 367/469 [00:34<00:09, 10.77it/s, v_num=9, loss/train=0.254, alignment/train=0.0947, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 78%|███████▊ | 368/469 [00:34<00:09, 10.78it/s, v_num=9, loss/train=0.254, alignment/train=0.0947, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 78%|███████▊ | 368/469 [00:34<00:09, 10.78it/s, v_num=9, loss/train=0.191, alignment/train=0.0878, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 79%|███████▊ | 369/469 [00:34<00:09, 10.78it/s, v_num=9, loss/train=0.191, alignment/train=0.0878, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 79%|███████▊ | 369/469 [00:34<00:09, 10.78it/s, v_num=9, loss/train=0.192, alignment/train=0.0788, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 79%|███████▉ | 370/469 [00:34<00:09, 10.79it/s, v_num=9, loss/train=0.192, alignment/train=0.0788, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 79%|███████▉ | 370/469 [00:34<00:09, 10.79it/s, v_num=9, loss/train=0.182, alignment/train=0.0719, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 79%|███████▉ | 371/469 [00:34<00:09, 10.78it/s, v_num=9, loss/train=0.182, alignment/train=0.0719, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 79%|███████▉ | 371/469 [00:34<00:09, 10.78it/s, v_num=9, loss/train=0.190, alignment/train=0.0767, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 79%|███████▉ | 372/469 [00:34<00:08, 10.79it/s, v_num=9, loss/train=0.190, alignment/train=0.0767, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 79%|███████▉ | 372/469 [00:34<00:08, 10.79it/s, v_num=9, loss/train=0.185, alignment/train=0.0769, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 80%|███████▉ | 373/469 [00:34<00:08, 10.77it/s, v_num=9, loss/train=0.185, alignment/train=0.0769, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 80%|███████▉ | 373/469 [00:34<00:08, 10.77it/s, v_num=9, loss/train=0.158, alignment/train=0.0823, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 80%|███████▉ | 374/469 [00:34<00:08, 10.76it/s, v_num=9, loss/train=0.158, alignment/train=0.0823, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 80%|███████▉ | 374/469 [00:34<00:08, 10.76it/s, v_num=9, loss/train=0.150, alignment/train=0.0735, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 80%|███████▉ | 375/469 [00:34<00:08, 10.77it/s, v_num=9, loss/train=0.150, alignment/train=0.0735, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 80%|███████▉ | 375/469 [00:34<00:08, 10.77it/s, v_num=9, loss/train=0.161, alignment/train=0.0879, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 80%|████████ | 376/469 [00:34<00:08, 10.79it/s, v_num=9, loss/train=0.161, alignment/train=0.0879, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 80%|████████ | 376/469 [00:34<00:08, 10.79it/s, v_num=9, loss/train=0.165, alignment/train=0.0776, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 80%|████████ | 377/469 [00:34<00:08, 10.78it/s, v_num=9, loss/train=0.165, alignment/train=0.0776, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 80%|████████ | 377/469 [00:34<00:08, 10.78it/s, v_num=9, loss/train=0.166, alignment/train=0.0791, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 81%|████████ | 378/469 [00:35<00:08, 10.78it/s, v_num=9, loss/train=0.166, alignment/train=0.0791, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 81%|████████ | 378/469 [00:35<00:08, 10.78it/s, v_num=9, loss/train=0.183, alignment/train=0.0836, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 81%|████████ | 379/469 [00:35<00:08, 10.78it/s, v_num=9, loss/train=0.183, alignment/train=0.0836, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 81%|████████ | 379/469 [00:35<00:08, 10.78it/s, v_num=9, loss/train=0.189, alignment/train=0.0864, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 81%|████████ | 380/469 [00:35<00:08, 10.78it/s, v_num=9, loss/train=0.189, alignment/train=0.0864, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 81%|████████ | 380/469 [00:35<00:08, 10.78it/s, v_num=9, loss/train=0.170, alignment/train=0.0825, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 81%|████████ | 381/469 [00:35<00:08, 10.79it/s, v_num=9, loss/train=0.170, alignment/train=0.0825, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 81%|████████ | 381/469 [00:35<00:08, 10.79it/s, v_num=9, loss/train=0.197, alignment/train=0.0754, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 81%|████████▏ | 382/469 [00:35<00:08, 10.80it/s, v_num=9, loss/train=0.197, alignment/train=0.0754, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 81%|████████▏ | 382/469 [00:35<00:08, 10.80it/s, v_num=9, loss/train=0.170, alignment/train=0.0767, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 82%|████████▏ | 383/469 [00:35<00:07, 10.81it/s, v_num=9, loss/train=0.170, alignment/train=0.0767, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 82%|████████▏ | 383/469 [00:35<00:07, 10.81it/s, v_num=9, loss/train=0.164, alignment/train=0.0752, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 82%|████████▏ | 384/469 [00:35<00:07, 10.79it/s, v_num=9, loss/train=0.164, alignment/train=0.0752, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 82%|████████▏ | 384/469 [00:35<00:07, 10.79it/s, v_num=9, loss/train=0.176, alignment/train=0.0808, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 82%|████████▏ | 385/469 [00:35<00:07, 10.80it/s, v_num=9, loss/train=0.176, alignment/train=0.0808, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 82%|████████▏ | 385/469 [00:35<00:07, 10.80it/s, v_num=9, loss/train=0.215, alignment/train=0.0773, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 82%|████████▏ | 386/469 [00:35<00:07, 10.81it/s, v_num=9, loss/train=0.215, alignment/train=0.0773, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 82%|████████▏ | 386/469 [00:35<00:07, 10.81it/s, v_num=9, loss/train=0.198, alignment/train=0.0833, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 83%|████████▎ | 387/469 [00:35<00:07, 10.82it/s, v_num=9, loss/train=0.198, alignment/train=0.0833, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 83%|████████▎ | 387/469 [00:35<00:07, 10.82it/s, v_num=9, loss/train=0.198, alignment/train=0.0759, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 83%|████████▎ | 388/469 [00:35<00:07, 10.80it/s, v_num=9, loss/train=0.198, alignment/train=0.0759, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 83%|████████▎ | 388/469 [00:35<00:07, 10.80it/s, v_num=9, loss/train=0.234, alignment/train=0.0772, uniformity/train=-3.54, contrastive_acc/train=0.988, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 83%|████████▎ | 389/469 [00:36<00:07, 10.79it/s, v_num=9, loss/train=0.234, alignment/train=0.0772, uniformity/train=-3.54, contrastive_acc/train=0.988, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 83%|████████▎ | 389/469 [00:36<00:07, 10.79it/s, v_num=9, loss/train=0.210, alignment/train=0.0891, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 83%|████████▎ | 390/469 [00:36<00:07, 10.80it/s, v_num=9, loss/train=0.210, alignment/train=0.0891, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 83%|████████▎ | 390/469 [00:36<00:07, 10.80it/s, v_num=9, loss/train=0.161, alignment/train=0.0738, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 83%|████████▎ | 391/469 [00:36<00:07, 10.80it/s, v_num=9, loss/train=0.161, alignment/train=0.0738, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 83%|████████▎ | 391/469 [00:36<00:07, 10.80it/s, v_num=9, loss/train=0.142, alignment/train=0.0747, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 84%|████████▎ | 392/469 [00:36<00:07, 10.80it/s, v_num=9, loss/train=0.142, alignment/train=0.0747, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 84%|████████▎ | 392/469 [00:36<00:07, 10.80it/s, v_num=9, loss/train=0.181, alignment/train=0.0704, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 84%|████████▍ | 393/469 [00:36<00:07, 10.80it/s, v_num=9, loss/train=0.181, alignment/train=0.0704, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 84%|████████▍ | 393/469 [00:36<00:07, 10.80it/s, v_num=9, loss/train=0.186, alignment/train=0.0686, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 84%|████████▍ | 394/469 [00:36<00:06, 10.81it/s, v_num=9, loss/train=0.186, alignment/train=0.0686, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 84%|████████▍ | 394/469 [00:36<00:06, 10.81it/s, v_num=9, loss/train=0.202, alignment/train=0.077, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 84%|████████▍ | 395/469 [00:36<00:06, 10.80it/s, v_num=9, loss/train=0.202, alignment/train=0.077, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 84%|████████▍ | 395/469 [00:36<00:06, 10.80it/s, v_num=9, loss/train=0.157, alignment/train=0.0807, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 84%|████████▍ | 396/469 [00:36<00:06, 10.79it/s, v_num=9, loss/train=0.157, alignment/train=0.0807, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 84%|████████▍ | 396/469 [00:36<00:06, 10.79it/s, v_num=9, loss/train=0.184, alignment/train=0.0822, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 85%|████████▍ | 397/469 [00:36<00:06, 10.80it/s, v_num=9, loss/train=0.184, alignment/train=0.0822, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 85%|████████▍ | 397/469 [00:36<00:06, 10.80it/s, v_num=9, loss/train=0.210, alignment/train=0.0787, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 85%|████████▍ | 398/469 [00:36<00:06, 10.80it/s, v_num=9, loss/train=0.210, alignment/train=0.0787, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 85%|████████▍ | 398/469 [00:36<00:06, 10.80it/s, v_num=9, loss/train=0.191, alignment/train=0.0842, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 85%|████████▌ | 399/469 [00:36<00:06, 10.81it/s, v_num=9, loss/train=0.191, alignment/train=0.0842, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 85%|████████▌ | 399/469 [00:36<00:06, 10.81it/s, v_num=9, loss/train=0.158, alignment/train=0.0796, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 85%|████████▌ | 400/469 [00:37<00:06, 10.81it/s, v_num=9, loss/train=0.158, alignment/train=0.0796, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 85%|████████▌ | 400/469 [00:37<00:06, 10.81it/s, v_num=9, loss/train=0.193, alignment/train=0.0814, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 86%|████████▌ | 401/469 [00:37<00:06, 10.81it/s, v_num=9, loss/train=0.193, alignment/train=0.0814, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 86%|████████▌ | 401/469 [00:37<00:06, 10.80it/s, v_num=9, loss/train=0.162, alignment/train=0.075, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 86%|████████▌ | 402/469 [00:37<00:06, 10.79it/s, v_num=9, loss/train=0.162, alignment/train=0.075, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 86%|████████▌ | 402/469 [00:37<00:06, 10.79it/s, v_num=9, loss/train=0.154, alignment/train=0.0695, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 86%|████████▌ | 403/469 [00:37<00:06, 10.80it/s, v_num=9, loss/train=0.154, alignment/train=0.0695, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 86%|████████▌ | 403/469 [00:37<00:06, 10.80it/s, v_num=9, loss/train=0.198, alignment/train=0.0838, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 86%|████████▌ | 404/469 [00:37<00:06, 10.81it/s, v_num=9, loss/train=0.198, alignment/train=0.0838, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 86%|████████▌ | 404/469 [00:37<00:06, 10.81it/s, v_num=9, loss/train=0.209, alignment/train=0.0902, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 86%|████████▋ | 405/469 [00:37<00:05, 10.81it/s, v_num=9, loss/train=0.209, alignment/train=0.0902, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 86%|████████▋ | 405/469 [00:37<00:05, 10.81it/s, v_num=9, loss/train=0.188, alignment/train=0.084, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 87%|████████▋ | 406/469 [00:37<00:05, 10.80it/s, v_num=9, loss/train=0.188, alignment/train=0.084, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 87%|████████▋ | 406/469 [00:37<00:05, 10.80it/s, v_num=9, loss/train=0.202, alignment/train=0.0796, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 87%|████████▋ | 407/469 [00:37<00:05, 10.80it/s, v_num=9, loss/train=0.202, alignment/train=0.0796, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 87%|████████▋ | 407/469 [00:37<00:05, 10.80it/s, v_num=9, loss/train=0.172, alignment/train=0.0769, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 87%|████████▋ | 408/469 [00:37<00:05, 10.81it/s, v_num=9, loss/train=0.172, alignment/train=0.0769, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 87%|████████▋ | 408/469 [00:37<00:05, 10.81it/s, v_num=9, loss/train=0.164, alignment/train=0.0795, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 87%|████████▋ | 409/469 [00:37<00:05, 10.81it/s, v_num=9, loss/train=0.164, alignment/train=0.0795, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 87%|████████▋ | 409/469 [00:37<00:05, 10.81it/s, v_num=9, loss/train=0.168, alignment/train=0.0757, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 87%|████████▋ | 410/469 [00:37<00:05, 10.81it/s, v_num=9, loss/train=0.168, alignment/train=0.0757, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 87%|████████▋ | 410/469 [00:37<00:05, 10.81it/s, v_num=9, loss/train=0.178, alignment/train=0.0733, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 88%|████████▊ | 411/469 [00:38<00:05, 10.81it/s, v_num=9, loss/train=0.178, alignment/train=0.0733, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 88%|████████▊ | 411/469 [00:38<00:05, 10.81it/s, v_num=9, loss/train=0.186, alignment/train=0.0835, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 88%|████████▊ | 412/469 [00:38<00:05, 10.82it/s, v_num=9, loss/train=0.186, alignment/train=0.0835, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 88%|████████▊ | 412/469 [00:38<00:05, 10.82it/s, v_num=9, loss/train=0.189, alignment/train=0.0803, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 88%|████████▊ | 413/469 [00:38<00:05, 10.81it/s, v_num=9, loss/train=0.189, alignment/train=0.0803, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 88%|████████▊ | 413/469 [00:38<00:05, 10.81it/s, v_num=9, loss/train=0.174, alignment/train=0.0817, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 88%|████████▊ | 414/469 [00:38<00:05, 10.82it/s, v_num=9, loss/train=0.174, alignment/train=0.0817, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 88%|████████▊ | 414/469 [00:38<00:05, 10.82it/s, v_num=9, loss/train=0.179, alignment/train=0.0604, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 88%|████████▊ | 415/469 [00:38<00:04, 10.82it/s, v_num=9, loss/train=0.179, alignment/train=0.0604, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 88%|████████▊ | 415/469 [00:38<00:04, 10.82it/s, v_num=9, loss/train=0.160, alignment/train=0.074, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 89%|████████▊ | 416/469 [00:38<00:04, 10.81it/s, v_num=9, loss/train=0.160, alignment/train=0.074, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 89%|████████▊ | 416/469 [00:38<00:04, 10.81it/s, v_num=9, loss/train=0.205, alignment/train=0.0898, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 89%|████████▉ | 417/469 [00:38<00:04, 10.81it/s, v_num=9, loss/train=0.205, alignment/train=0.0898, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 89%|████████▉ | 417/469 [00:38<00:04, 10.81it/s, v_num=9, loss/train=0.177, alignment/train=0.0904, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 89%|████████▉ | 418/469 [00:38<00:04, 10.82it/s, v_num=9, loss/train=0.177, alignment/train=0.0904, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 89%|████████▉ | 418/469 [00:38<00:04, 10.82it/s, v_num=9, loss/train=0.166, alignment/train=0.070, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 89%|████████▉ | 419/469 [00:38<00:04, 10.82it/s, v_num=9, loss/train=0.166, alignment/train=0.070, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 89%|████████▉ | 419/469 [00:38<00:04, 10.82it/s, v_num=9, loss/train=0.177, alignment/train=0.0698, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 90%|████████▉ | 420/469 [00:38<00:04, 10.83it/s, v_num=9, loss/train=0.177, alignment/train=0.0698, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 90%|████████▉ | 420/469 [00:38<00:04, 10.83it/s, v_num=9, loss/train=0.173, alignment/train=0.0758, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 90%|████████▉ | 421/469 [00:38<00:04, 10.84it/s, v_num=9, loss/train=0.173, alignment/train=0.0758, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 90%|████████▉ | 421/469 [00:38<00:04, 10.84it/s, v_num=9, loss/train=0.207, alignment/train=0.0735, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 90%|████████▉ | 422/469 [00:38<00:04, 10.85it/s, v_num=9, loss/train=0.207, alignment/train=0.0735, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 90%|████████▉ | 422/469 [00:38<00:04, 10.85it/s, v_num=9, loss/train=0.185, alignment/train=0.0831, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 90%|█████████ | 423/469 [00:39<00:04, 10.84it/s, v_num=9, loss/train=0.185, alignment/train=0.0831, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 90%|█████████ | 423/469 [00:39<00:04, 10.84it/s, v_num=9, loss/train=0.207, alignment/train=0.0704, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 90%|█████████ | 424/469 [00:39<00:04, 10.83it/s, v_num=9, loss/train=0.207, alignment/train=0.0704, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 90%|█████████ | 424/469 [00:39<00:04, 10.83it/s, v_num=9, loss/train=0.156, alignment/train=0.0735, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 91%|█████████ | 425/469 [00:39<00:04, 10.83it/s, v_num=9, loss/train=0.156, alignment/train=0.0735, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 91%|█████████ | 425/469 [00:39<00:04, 10.83it/s, v_num=9, loss/train=0.189, alignment/train=0.0768, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 91%|█████████ | 426/469 [00:39<00:03, 10.84it/s, v_num=9, loss/train=0.189, alignment/train=0.0768, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 91%|█████████ | 426/469 [00:39<00:03, 10.84it/s, v_num=9, loss/train=0.172, alignment/train=0.0825, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 91%|█████████ | 427/469 [00:39<00:03, 10.84it/s, v_num=9, loss/train=0.172, alignment/train=0.0825, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 91%|█████████ | 427/469 [00:39<00:03, 10.84it/s, v_num=9, loss/train=0.183, alignment/train=0.0813, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 91%|█████████▏| 428/469 [00:39<00:03, 10.85it/s, v_num=9, loss/train=0.183, alignment/train=0.0813, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 91%|█████████▏| 428/469 [00:39<00:03, 10.85it/s, v_num=9, loss/train=0.171, alignment/train=0.079, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 91%|█████████▏| 429/469 [00:39<00:03, 10.85it/s, v_num=9, loss/train=0.171, alignment/train=0.079, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 91%|█████████▏| 429/469 [00:39<00:03, 10.85it/s, v_num=9, loss/train=0.170, alignment/train=0.0698, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 92%|█████████▏| 430/469 [00:39<00:03, 10.86it/s, v_num=9, loss/train=0.170, alignment/train=0.0698, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 92%|█████████▏| 430/469 [00:39<00:03, 10.86it/s, v_num=9, loss/train=0.170, alignment/train=0.0766, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 92%|█████████▏| 431/469 [00:39<00:03, 10.86it/s, v_num=9, loss/train=0.170, alignment/train=0.0766, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 92%|█████████▏| 431/469 [00:39<00:03, 10.86it/s, v_num=9, loss/train=0.179, alignment/train=0.0717, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 92%|█████████▏| 432/469 [00:39<00:03, 10.85it/s, v_num=9, loss/train=0.179, alignment/train=0.0717, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 92%|█████████▏| 432/469 [00:39<00:03, 10.85it/s, v_num=9, loss/train=0.196, alignment/train=0.0924, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 92%|█████████▏| 433/469 [00:39<00:03, 10.85it/s, v_num=9, loss/train=0.196, alignment/train=0.0924, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 92%|█████████▏| 433/469 [00:39<00:03, 10.85it/s, v_num=9, loss/train=0.181, alignment/train=0.0788, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 93%|█████████▎| 434/469 [00:39<00:03, 10.86it/s, v_num=9, loss/train=0.181, alignment/train=0.0788, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 93%|█████████▎| 434/469 [00:39<00:03, 10.86it/s, v_num=9, loss/train=0.201, alignment/train=0.0861, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 93%|█████████▎| 435/469 [00:40<00:03, 10.85it/s, v_num=9, loss/train=0.201, alignment/train=0.0861, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 93%|█████████▎| 435/469 [00:40<00:03, 10.85it/s, v_num=9, loss/train=0.160, alignment/train=0.0816, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 93%|█████████▎| 436/469 [00:40<00:03, 10.84it/s, v_num=9, loss/train=0.160, alignment/train=0.0816, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 93%|█████████▎| 436/469 [00:40<00:03, 10.84it/s, v_num=9, loss/train=0.176, alignment/train=0.0752, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 93%|█████████▎| 437/469 [00:40<00:02, 10.85it/s, v_num=9, loss/train=0.176, alignment/train=0.0752, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 93%|█████████▎| 437/469 [00:40<00:02, 10.85it/s, v_num=9, loss/train=0.160, alignment/train=0.0839, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 93%|█████████▎| 438/469 [00:40<00:02, 10.86it/s, v_num=9, loss/train=0.160, alignment/train=0.0839, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 93%|█████████▎| 438/469 [00:40<00:02, 10.86it/s, v_num=9, loss/train=0.209, alignment/train=0.0798, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 94%|█████████▎| 439/469 [00:40<00:02, 10.87it/s, v_num=9, loss/train=0.209, alignment/train=0.0798, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 94%|█████████▎| 439/469 [00:40<00:02, 10.87it/s, v_num=9, loss/train=0.183, alignment/train=0.0746, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 94%|█████████▍| 440/469 [00:40<00:02, 10.87it/s, v_num=9, loss/train=0.183, alignment/train=0.0746, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 94%|█████████▍| 440/469 [00:40<00:02, 10.87it/s, v_num=9, loss/train=0.203, alignment/train=0.0866, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 94%|█████████▍| 441/469 [00:40<00:02, 10.86it/s, v_num=9, loss/train=0.203, alignment/train=0.0866, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 94%|█████████▍| 441/469 [00:40<00:02, 10.86it/s, v_num=9, loss/train=0.184, alignment/train=0.0846, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 94%|█████████▍| 442/469 [00:40<00:02, 10.87it/s, v_num=9, loss/train=0.184, alignment/train=0.0846, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 94%|█████████▍| 442/469 [00:40<00:02, 10.87it/s, v_num=9, loss/train=0.177, alignment/train=0.0919, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 94%|█████████▍| 443/469 [00:40<00:02, 10.87it/s, v_num=9, loss/train=0.177, alignment/train=0.0919, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 94%|█████████▍| 443/469 [00:40<00:02, 10.87it/s, v_num=9, loss/train=0.192, alignment/train=0.0828, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 95%|█████████▍| 444/469 [00:40<00:02, 10.86it/s, v_num=9, loss/train=0.192, alignment/train=0.0828, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 95%|█████████▍| 444/469 [00:40<00:02, 10.86it/s, v_num=9, loss/train=0.186, alignment/train=0.080, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 95%|█████████▍| 445/469 [00:40<00:02, 10.86it/s, v_num=9, loss/train=0.186, alignment/train=0.080, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 95%|█████████▍| 445/469 [00:40<00:02, 10.86it/s, v_num=9, loss/train=0.192, alignment/train=0.0872, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 95%|█████████▌| 446/469 [00:41<00:02, 10.86it/s, v_num=9, loss/train=0.192, alignment/train=0.0872, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 95%|█████████▌| 446/469 [00:41<00:02, 10.86it/s, v_num=9, loss/train=0.169, alignment/train=0.0817, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 95%|█████████▌| 447/469 [00:41<00:02, 10.87it/s, v_num=9, loss/train=0.169, alignment/train=0.0817, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 95%|█████████▌| 447/469 [00:41<00:02, 10.87it/s, v_num=9, loss/train=0.177, alignment/train=0.0819, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 96%|█████████▌| 448/469 [00:41<00:01, 10.88it/s, v_num=9, loss/train=0.177, alignment/train=0.0819, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 96%|█████████▌| 448/469 [00:41<00:01, 10.88it/s, v_num=9, loss/train=0.190, alignment/train=0.0805, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 96%|█████████▌| 449/469 [00:41<00:01, 10.87it/s, v_num=9, loss/train=0.190, alignment/train=0.0805, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 96%|█████████▌| 449/469 [00:41<00:01, 10.87it/s, v_num=9, loss/train=0.186, alignment/train=0.0864, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 96%|█████████▌| 450/469 [00:41<00:01, 10.87it/s, v_num=9, loss/train=0.186, alignment/train=0.0864, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 96%|█████████▌| 450/469 [00:41<00:01, 10.87it/s, v_num=9, loss/train=0.178, alignment/train=0.0786, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 96%|█████████▌| 451/469 [00:41<00:01, 10.89it/s, v_num=9, loss/train=0.178, alignment/train=0.0786, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 96%|█████████▌| 451/469 [00:41<00:01, 10.89it/s, v_num=9, loss/train=0.192, alignment/train=0.0876, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 96%|█████████▋| 452/469 [00:41<00:01, 10.90it/s, v_num=9, loss/train=0.192, alignment/train=0.0876, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 96%|█████████▋| 452/469 [00:41<00:01, 10.90it/s, v_num=9, loss/train=0.162, alignment/train=0.0784, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 97%|█████████▋| 453/469 [00:41<00:01, 10.92it/s, v_num=9, loss/train=0.162, alignment/train=0.0784, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 97%|█████████▋| 453/469 [00:41<00:01, 10.92it/s, v_num=9, loss/train=0.175, alignment/train=0.0804, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 97%|█████████▋| 454/469 [00:41<00:01, 10.93it/s, v_num=9, loss/train=0.175, alignment/train=0.0804, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 97%|█████████▋| 454/469 [00:41<00:01, 10.93it/s, v_num=9, loss/train=0.181, alignment/train=0.0796, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 97%|█████████▋| 455/469 [00:41<00:01, 10.94it/s, v_num=9, loss/train=0.181, alignment/train=0.0796, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 97%|█████████▋| 455/469 [00:41<00:01, 10.94it/s, v_num=9, loss/train=0.172, alignment/train=0.0884, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 97%|█████████▋| 456/469 [00:41<00:01, 10.96it/s, v_num=9, loss/train=0.172, alignment/train=0.0884, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 97%|█████████▋| 456/469 [00:41<00:01, 10.96it/s, v_num=9, loss/train=0.183, alignment/train=0.0741, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 97%|█████████▋| 457/469 [00:41<00:01, 10.97it/s, v_num=9, loss/train=0.183, alignment/train=0.0741, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 97%|█████████▋| 457/469 [00:41<00:01, 10.97it/s, v_num=9, loss/train=0.190, alignment/train=0.0772, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 98%|█████████▊| 458/469 [00:41<00:01, 10.99it/s, v_num=9, loss/train=0.190, alignment/train=0.0772, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 98%|█████████▊| 458/469 [00:41<00:01, 10.99it/s, v_num=9, loss/train=0.188, alignment/train=0.0903, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 98%|█████████▊| 459/469 [00:41<00:00, 11.00it/s, v_num=9, loss/train=0.188, alignment/train=0.0903, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 98%|█████████▊| 459/469 [00:41<00:00, 11.00it/s, v_num=9, loss/train=0.202, alignment/train=0.0865, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 98%|█████████▊| 460/469 [00:41<00:00, 11.02it/s, v_num=9, loss/train=0.202, alignment/train=0.0865, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 98%|█████████▊| 460/469 [00:41<00:00, 11.02it/s, v_num=9, loss/train=0.188, alignment/train=0.0888, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 98%|█████████▊| 461/469 [00:41<00:00, 11.03it/s, v_num=9, loss/train=0.188, alignment/train=0.0888, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 98%|█████████▊| 461/469 [00:41<00:00, 11.03it/s, v_num=9, loss/train=0.205, alignment/train=0.0735, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 99%|█████████▊| 462/469 [00:41<00:00, 11.04it/s, v_num=9, loss/train=0.205, alignment/train=0.0735, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 99%|█████████▊| 462/469 [00:41<00:00, 11.04it/s, v_num=9, loss/train=0.187, alignment/train=0.0889, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 99%|█████████▊| 463/469 [00:41<00:00, 11.06it/s, v_num=9, loss/train=0.187, alignment/train=0.0889, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 99%|█████████▊| 463/469 [00:41<00:00, 11.06it/s, v_num=9, loss/train=0.209, alignment/train=0.0849, uniformity/train=-3.55, contrastive_acc/train=0.988, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 99%|█████████▉| 464/469 [00:41<00:00, 11.07it/s, v_num=9, loss/train=0.209, alignment/train=0.0849, uniformity/train=-3.55, contrastive_acc/train=0.988, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 99%|█████████▉| 464/469 [00:41<00:00, 11.07it/s, v_num=9, loss/train=0.175, alignment/train=0.0781, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 99%|█████████▉| 465/469 [00:41<00:00, 11.09it/s, v_num=9, loss/train=0.175, alignment/train=0.0781, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 99%|█████████▉| 465/469 [00:41<00:00, 11.09it/s, v_num=9, loss/train=0.160, alignment/train=0.0824, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 99%|█████████▉| 466/469 [00:41<00:00, 11.10it/s, v_num=9, loss/train=0.160, alignment/train=0.0824, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 99%|█████████▉| 466/469 [00:41<00:00, 11.10it/s, v_num=9, loss/train=0.167, alignment/train=0.0803, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 100%|█████████▉| 467/469 [00:42<00:00, 11.12it/s, v_num=9, loss/train=0.167, alignment/train=0.0803, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 100%|█████████▉| 467/469 [00:42<00:00, 11.12it/s, v_num=9, loss/train=0.204, alignment/train=0.0781, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 100%|█████████▉| 468/469 [00:42<00:00, 11.13it/s, v_num=9, loss/train=0.204, alignment/train=0.0781, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 100%|█████████▉| 468/469 [00:42<00:00, 11.13it/s, v_num=9, loss/train=0.165, alignment/train=0.0735, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 100%|██████████| 469/469 [00:42<00:00, 11.14it/s, v_num=9, loss/train=0.165, alignment/train=0.0735, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 100%|██████████| 469/469 [00:42<00:00, 11.14it/s, v_num=9, loss/train=0.127, alignment/train=0.0823, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
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Validation DataLoader 0: 73%|███████▎ | 58/79 [00:04<00:01, 12.81it/s]
Validation DataLoader 0: 75%|███████▍ | 59/79 [00:04<00:01, 12.83it/s]
Validation DataLoader 0: 76%|███████▌ | 60/79 [00:04<00:01, 12.81it/s]
Validation DataLoader 0: 77%|███████▋ | 61/79 [00:04<00:01, 12.94it/s]
Validation DataLoader 0: 78%|███████▊ | 62/79 [00:04<00:01, 13.09it/s]
Validation DataLoader 0: 80%|███████▉ | 63/79 [00:04<00:01, 13.26it/s]
Validation DataLoader 0: 81%|████████ | 64/79 [00:04<00:01, 13.42it/s]
Validation DataLoader 0: 82%|████████▏ | 65/79 [00:04<00:01, 13.59it/s]
Validation DataLoader 0: 84%|████████▎ | 66/79 [00:04<00:00, 13.75it/s]
Validation DataLoader 0: 85%|████████▍ | 67/79 [00:04<00:00, 13.91it/s]
Validation DataLoader 0: 86%|████████▌ | 68/79 [00:04<00:00, 14.08it/s]
Validation DataLoader 0: 87%|████████▋ | 69/79 [00:04<00:00, 14.25it/s]
Validation DataLoader 0: 89%|████████▊ | 70/79 [00:04<00:00, 14.43it/s]
Validation DataLoader 0: 90%|████████▉ | 71/79 [00:04<00:00, 14.60it/s]
Validation DataLoader 0: 91%|█████████ | 72/79 [00:04<00:00, 14.77it/s]
Validation DataLoader 0: 92%|█████████▏| 73/79 [00:04<00:00, 14.95it/s]
Validation DataLoader 0: 94%|█████████▎| 74/79 [00:04<00:00, 15.10it/s]
Validation DataLoader 0: 95%|█████████▍| 75/79 [00:04<00:00, 15.26it/s]
Validation DataLoader 0: 96%|█████████▌| 76/79 [00:04<00:00, 15.42it/s]
Validation DataLoader 0: 97%|█████████▋| 77/79 [00:04<00:00, 15.59it/s]
Validation DataLoader 0: 99%|█████████▊| 78/79 [00:04<00:00, 15.76it/s]
Validation DataLoader 0: 100%|██████████| 79/79 [00:04<00:00, 15.94it/s]
Epoch 18: 100%|██████████| 469/469 [00:47<00:00, 9.78it/s, v_num=9, loss/train=0.127, alignment/train=0.0823, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 100%|██████████| 469/469 [00:47<00:00, 9.78it/s, v_num=9, loss/train=0.127, alignment/train=0.0823, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 0%| | 0/469 [00:00<?, ?it/s, v_num=9, loss/train=0.127, alignment/train=0.0823, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 0%| | 0/469 [00:00<?, ?it/s, v_num=9, loss/train=0.127, alignment/train=0.0823, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 0%| | 1/469 [00:01<10:43, 0.73it/s, v_num=9, loss/train=0.127, alignment/train=0.0823, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 0%| | 1/469 [00:01<10:44, 0.73it/s, v_num=9, loss/train=0.182, alignment/train=0.0741, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 0%| | 2/469 [00:01<06:17, 1.24it/s, v_num=9, loss/train=0.182, alignment/train=0.0741, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 0%| | 2/469 [00:01<06:17, 1.24it/s, v_num=9, loss/train=0.170, alignment/train=0.0766, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 1%| | 3/469 [00:01<04:34, 1.70it/s, v_num=9, loss/train=0.170, alignment/train=0.0766, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 1%| | 3/469 [00:01<04:35, 1.69it/s, v_num=9, loss/train=0.186, alignment/train=0.089, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 1%| | 4/469 [00:01<03:37, 2.13it/s, v_num=9, loss/train=0.186, alignment/train=0.089, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 1%| | 4/469 [00:01<03:38, 2.13it/s, v_num=9, loss/train=0.191, alignment/train=0.0741, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 1%| | 5/469 [00:01<03:03, 2.53it/s, v_num=9, loss/train=0.191, alignment/train=0.0741, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 1%| | 5/469 [00:01<03:03, 2.53it/s, v_num=9, loss/train=0.183, alignment/train=0.083, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 1%|▏ | 6/469 [00:02<02:38, 2.92it/s, v_num=9, loss/train=0.183, alignment/train=0.083, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 1%|▏ | 6/469 [00:02<02:38, 2.92it/s, v_num=9, loss/train=0.158, alignment/train=0.0852, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 1%|▏ | 7/469 [00:02<02:19, 3.32it/s, v_num=9, loss/train=0.158, alignment/train=0.0852, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 1%|▏ | 7/469 [00:02<02:19, 3.32it/s, v_num=9, loss/train=0.171, alignment/train=0.0794, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 2%|▏ | 8/469 [00:02<02:11, 3.50it/s, v_num=9, loss/train=0.171, alignment/train=0.0794, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 2%|▏ | 8/469 [00:02<02:11, 3.49it/s, v_num=9, loss/train=0.196, alignment/train=0.0737, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 2%|▏ | 9/469 [00:02<01:59, 3.84it/s, v_num=9, loss/train=0.196, alignment/train=0.0737, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 2%|▏ | 9/469 [00:02<01:59, 3.84it/s, v_num=9, loss/train=0.177, alignment/train=0.0795, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 2%|▏ | 10/469 [00:02<01:50, 4.17it/s, v_num=9, loss/train=0.177, alignment/train=0.0795, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 2%|▏ | 10/469 [00:02<01:50, 4.16it/s, v_num=9, loss/train=0.161, alignment/train=0.0871, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 2%|▏ | 11/469 [00:02<01:46, 4.29it/s, v_num=9, loss/train=0.161, alignment/train=0.0871, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 2%|▏ | 11/469 [00:02<01:46, 4.29it/s, v_num=9, loss/train=0.185, alignment/train=0.0794, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 3%|▎ | 12/469 [00:02<01:40, 4.55it/s, v_num=9, loss/train=0.185, alignment/train=0.0794, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 3%|▎ | 12/469 [00:02<01:40, 4.55it/s, v_num=9, loss/train=0.190, alignment/train=0.0794, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 3%|▎ | 13/469 [00:02<01:34, 4.82it/s, v_num=9, loss/train=0.190, alignment/train=0.0794, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 3%|▎ | 13/469 [00:02<01:34, 4.82it/s, v_num=9, loss/train=0.173, alignment/train=0.0747, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 3%|▎ | 14/469 [00:02<01:30, 5.02it/s, v_num=9, loss/train=0.173, alignment/train=0.0747, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 3%|▎ | 14/469 [00:02<01:30, 5.02it/s, v_num=9, loss/train=0.196, alignment/train=0.0805, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 3%|▎ | 15/469 [00:02<01:26, 5.27it/s, v_num=9, loss/train=0.196, alignment/train=0.0805, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 3%|▎ | 15/469 [00:02<01:26, 5.27it/s, v_num=9, loss/train=0.230, alignment/train=0.0803, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 3%|▎ | 16/469 [00:02<01:23, 5.44it/s, v_num=9, loss/train=0.230, alignment/train=0.0803, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 3%|▎ | 16/469 [00:02<01:23, 5.43it/s, v_num=9, loss/train=0.164, alignment/train=0.0756, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 4%|▎ | 17/469 [00:03<01:20, 5.61it/s, v_num=9, loss/train=0.164, alignment/train=0.0756, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 4%|▎ | 17/469 [00:03<01:20, 5.61it/s, v_num=9, loss/train=0.180, alignment/train=0.0672, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 4%|▍ | 18/469 [00:03<01:19, 5.68it/s, v_num=9, loss/train=0.180, alignment/train=0.0672, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 4%|▍ | 18/469 [00:03<01:19, 5.68it/s, v_num=9, loss/train=0.156, alignment/train=0.0862, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 4%|▍ | 19/469 [00:03<01:17, 5.81it/s, v_num=9, loss/train=0.156, alignment/train=0.0862, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 4%|▍ | 19/469 [00:03<01:17, 5.81it/s, v_num=9, loss/train=0.213, alignment/train=0.0838, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 4%|▍ | 20/469 [00:03<01:15, 5.97it/s, v_num=9, loss/train=0.213, alignment/train=0.0838, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 4%|▍ | 20/469 [00:03<01:15, 5.97it/s, v_num=9, loss/train=0.191, alignment/train=0.0836, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 4%|▍ | 21/469 [00:03<01:13, 6.10it/s, v_num=9, loss/train=0.191, alignment/train=0.0836, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 4%|▍ | 21/469 [00:03<01:13, 6.10it/s, v_num=9, loss/train=0.179, alignment/train=0.0692, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 5%|▍ | 22/469 [00:03<01:11, 6.28it/s, v_num=9, loss/train=0.179, alignment/train=0.0692, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 5%|▍ | 22/469 [00:03<01:11, 6.28it/s, v_num=9, loss/train=0.186, alignment/train=0.0812, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 5%|▍ | 23/469 [00:03<01:09, 6.38it/s, v_num=9, loss/train=0.186, alignment/train=0.0812, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 5%|▍ | 23/469 [00:03<01:09, 6.38it/s, v_num=9, loss/train=0.165, alignment/train=0.0826, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 5%|▌ | 24/469 [00:03<01:08, 6.52it/s, v_num=9, loss/train=0.165, alignment/train=0.0826, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 5%|▌ | 24/469 [00:03<01:08, 6.52it/s, v_num=9, loss/train=0.190, alignment/train=0.0689, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 5%|▌ | 25/469 [00:03<01:07, 6.59it/s, v_num=9, loss/train=0.190, alignment/train=0.0689, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 5%|▌ | 25/469 [00:03<01:07, 6.59it/s, v_num=9, loss/train=0.167, alignment/train=0.0824, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 6%|▌ | 26/469 [00:03<01:06, 6.67it/s, v_num=9, loss/train=0.167, alignment/train=0.0824, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 6%|▌ | 26/469 [00:03<01:06, 6.66it/s, v_num=9, loss/train=0.203, alignment/train=0.0841, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 6%|▌ | 27/469 [00:03<01:04, 6.82it/s, v_num=9, loss/train=0.203, alignment/train=0.0841, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 6%|▌ | 27/469 [00:03<01:04, 6.82it/s, v_num=9, loss/train=0.165, alignment/train=0.0765, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 6%|▌ | 28/469 [00:04<01:03, 6.92it/s, v_num=9, loss/train=0.165, alignment/train=0.0765, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 6%|▌ | 28/469 [00:04<01:03, 6.92it/s, v_num=9, loss/train=0.174, alignment/train=0.0664, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 6%|▌ | 29/469 [00:04<01:03, 6.98it/s, v_num=9, loss/train=0.174, alignment/train=0.0664, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 6%|▌ | 29/469 [00:04<01:03, 6.97it/s, v_num=9, loss/train=0.153, alignment/train=0.0818, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 6%|▋ | 30/469 [00:04<01:01, 7.10it/s, v_num=9, loss/train=0.153, alignment/train=0.0818, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 6%|▋ | 30/469 [00:04<01:01, 7.10it/s, v_num=9, loss/train=0.207, alignment/train=0.0854, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 7%|▋ | 31/469 [00:04<01:00, 7.19it/s, v_num=9, loss/train=0.207, alignment/train=0.0854, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 7%|▋ | 31/469 [00:04<01:00, 7.19it/s, v_num=9, loss/train=0.192, alignment/train=0.0814, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 7%|▋ | 32/469 [00:04<00:59, 7.32it/s, v_num=9, loss/train=0.192, alignment/train=0.0814, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 7%|▋ | 32/469 [00:04<00:59, 7.32it/s, v_num=9, loss/train=0.190, alignment/train=0.0777, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 7%|▋ | 33/469 [00:04<00:59, 7.38it/s, v_num=9, loss/train=0.190, alignment/train=0.0777, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 7%|▋ | 33/469 [00:04<00:59, 7.38it/s, v_num=9, loss/train=0.210, alignment/train=0.0932, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 7%|▋ | 34/469 [00:04<00:59, 7.35it/s, v_num=9, loss/train=0.210, alignment/train=0.0932, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 7%|▋ | 34/469 [00:04<00:59, 7.35it/s, v_num=9, loss/train=0.157, alignment/train=0.0715, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 7%|▋ | 35/469 [00:04<00:58, 7.47it/s, v_num=9, loss/train=0.157, alignment/train=0.0715, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 7%|▋ | 35/469 [00:04<00:58, 7.47it/s, v_num=9, loss/train=0.185, alignment/train=0.0778, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 8%|▊ | 36/469 [00:04<00:57, 7.58it/s, v_num=9, loss/train=0.185, alignment/train=0.0778, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 8%|▊ | 36/469 [00:04<00:57, 7.58it/s, v_num=9, loss/train=0.167, alignment/train=0.0747, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 8%|▊ | 37/469 [00:04<00:56, 7.64it/s, v_num=9, loss/train=0.167, alignment/train=0.0747, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 8%|▊ | 37/469 [00:04<00:56, 7.64it/s, v_num=9, loss/train=0.157, alignment/train=0.0756, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 8%|▊ | 38/469 [00:04<00:56, 7.67it/s, v_num=9, loss/train=0.157, alignment/train=0.0756, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 8%|▊ | 38/469 [00:04<00:56, 7.67it/s, v_num=9, loss/train=0.213, alignment/train=0.0924, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 8%|▊ | 39/469 [00:05<00:55, 7.79it/s, v_num=9, loss/train=0.213, alignment/train=0.0924, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 8%|▊ | 39/469 [00:05<00:55, 7.79it/s, v_num=9, loss/train=0.207, alignment/train=0.0877, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 9%|▊ | 40/469 [00:05<00:54, 7.81it/s, v_num=9, loss/train=0.207, alignment/train=0.0877, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 9%|▊ | 40/469 [00:05<00:54, 7.81it/s, v_num=9, loss/train=0.175, alignment/train=0.0779, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 9%|▊ | 41/469 [00:05<00:54, 7.90it/s, v_num=9, loss/train=0.175, alignment/train=0.0779, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 9%|▊ | 41/469 [00:05<00:54, 7.89it/s, v_num=9, loss/train=0.198, alignment/train=0.0747, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 9%|▉ | 42/469 [00:05<00:53, 7.99it/s, v_num=9, loss/train=0.198, alignment/train=0.0747, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 9%|▉ | 42/469 [00:05<00:53, 7.99it/s, v_num=9, loss/train=0.177, alignment/train=0.0842, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 9%|▉ | 43/469 [00:05<00:53, 8.03it/s, v_num=9, loss/train=0.177, alignment/train=0.0842, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 9%|▉ | 43/469 [00:05<00:53, 8.02it/s, v_num=9, loss/train=0.196, alignment/train=0.0794, uniformity/train=-3.55, contrastive_acc/train=0.980, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 9%|▉ | 44/469 [00:05<00:52, 8.10it/s, v_num=9, loss/train=0.196, alignment/train=0.0794, uniformity/train=-3.55, contrastive_acc/train=0.980, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 9%|▉ | 44/469 [00:05<00:52, 8.10it/s, v_num=9, loss/train=0.169, alignment/train=0.0812, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 10%|▉ | 45/469 [00:05<00:51, 8.20it/s, v_num=9, loss/train=0.169, alignment/train=0.0812, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 10%|▉ | 45/469 [00:05<00:51, 8.19it/s, v_num=9, loss/train=0.176, alignment/train=0.0687, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 10%|▉ | 46/469 [00:05<00:51, 8.25it/s, v_num=9, loss/train=0.176, alignment/train=0.0687, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 10%|▉ | 46/469 [00:05<00:51, 8.25it/s, v_num=9, loss/train=0.177, alignment/train=0.0843, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 10%|█ | 47/469 [00:05<00:51, 8.22it/s, v_num=9, loss/train=0.177, alignment/train=0.0843, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 10%|█ | 47/469 [00:05<00:51, 8.22it/s, v_num=9, loss/train=0.172, alignment/train=0.0868, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 10%|█ | 48/469 [00:05<00:51, 8.23it/s, v_num=9, loss/train=0.172, alignment/train=0.0868, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 10%|█ | 48/469 [00:05<00:51, 8.23it/s, v_num=9, loss/train=0.194, alignment/train=0.0816, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 10%|█ | 49/469 [00:05<00:50, 8.32it/s, v_num=9, loss/train=0.194, alignment/train=0.0816, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 10%|█ | 49/469 [00:05<00:50, 8.32it/s, v_num=9, loss/train=0.204, alignment/train=0.0934, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 11%|█ | 50/469 [00:05<00:50, 8.38it/s, v_num=9, loss/train=0.204, alignment/train=0.0934, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 11%|█ | 50/469 [00:05<00:50, 8.38it/s, v_num=9, loss/train=0.199, alignment/train=0.0882, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 11%|█ | 51/469 [00:06<00:49, 8.47it/s, v_num=9, loss/train=0.199, alignment/train=0.0882, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 11%|█ | 51/469 [00:06<00:49, 8.47it/s, v_num=9, loss/train=0.181, alignment/train=0.0831, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 11%|█ | 52/469 [00:06<00:48, 8.51it/s, v_num=9, loss/train=0.181, alignment/train=0.0831, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 11%|█ | 52/469 [00:06<00:48, 8.51it/s, v_num=9, loss/train=0.203, alignment/train=0.0737, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 11%|█▏ | 53/469 [00:06<00:48, 8.55it/s, v_num=9, loss/train=0.203, alignment/train=0.0737, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 11%|█▏ | 53/469 [00:06<00:48, 8.55it/s, v_num=9, loss/train=0.172, alignment/train=0.0768, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 12%|█▏ | 54/469 [00:06<00:48, 8.57it/s, v_num=9, loss/train=0.172, alignment/train=0.0768, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 12%|█▏ | 54/469 [00:06<00:48, 8.57it/s, v_num=9, loss/train=0.183, alignment/train=0.0836, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 12%|█▏ | 55/469 [00:06<00:48, 8.57it/s, v_num=9, loss/train=0.183, alignment/train=0.0836, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 12%|█▏ | 55/469 [00:06<00:48, 8.57it/s, v_num=9, loss/train=0.188, alignment/train=0.0841, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 12%|█▏ | 56/469 [00:06<00:48, 8.56it/s, v_num=9, loss/train=0.188, alignment/train=0.0841, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 12%|█▏ | 56/469 [00:06<00:48, 8.55it/s, v_num=9, loss/train=0.188, alignment/train=0.0843, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 12%|█▏ | 57/469 [00:06<00:47, 8.62it/s, v_num=9, loss/train=0.188, alignment/train=0.0843, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 12%|█▏ | 57/469 [00:06<00:47, 8.62it/s, v_num=9, loss/train=0.202, alignment/train=0.0825, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 12%|█▏ | 58/469 [00:06<00:47, 8.66it/s, v_num=9, loss/train=0.202, alignment/train=0.0825, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 12%|█▏ | 58/469 [00:06<00:47, 8.66it/s, v_num=9, loss/train=0.169, alignment/train=0.0675, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 13%|█▎ | 59/469 [00:06<00:47, 8.69it/s, v_num=9, loss/train=0.169, alignment/train=0.0675, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 13%|█▎ | 59/469 [00:06<00:47, 8.69it/s, v_num=9, loss/train=0.187, alignment/train=0.0778, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 13%|█▎ | 60/469 [00:06<00:46, 8.75it/s, v_num=9, loss/train=0.187, alignment/train=0.0778, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 13%|█▎ | 60/469 [00:06<00:46, 8.75it/s, v_num=9, loss/train=0.182, alignment/train=0.0845, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 13%|█▎ | 61/469 [00:06<00:46, 8.75it/s, v_num=9, loss/train=0.182, alignment/train=0.0845, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 13%|█▎ | 61/469 [00:06<00:46, 8.75it/s, v_num=9, loss/train=0.167, alignment/train=0.0808, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 13%|█▎ | 62/469 [00:07<00:46, 8.78it/s, v_num=9, loss/train=0.167, alignment/train=0.0808, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 13%|█▎ | 62/469 [00:07<00:46, 8.78it/s, v_num=9, loss/train=0.173, alignment/train=0.0811, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 13%|█▎ | 63/469 [00:07<00:45, 8.83it/s, v_num=9, loss/train=0.173, alignment/train=0.0811, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 13%|█▎ | 63/469 [00:07<00:45, 8.83it/s, v_num=9, loss/train=0.164, alignment/train=0.0797, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 14%|█▎ | 64/469 [00:07<00:45, 8.90it/s, v_num=9, loss/train=0.164, alignment/train=0.0797, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 14%|█▎ | 64/469 [00:07<00:45, 8.90it/s, v_num=9, loss/train=0.210, alignment/train=0.0914, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 14%|█▍ | 65/469 [00:07<00:45, 8.91it/s, v_num=9, loss/train=0.210, alignment/train=0.0914, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 14%|█▍ | 65/469 [00:07<00:45, 8.91it/s, v_num=9, loss/train=0.178, alignment/train=0.0884, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 14%|█▍ | 66/469 [00:07<00:45, 8.90it/s, v_num=9, loss/train=0.178, alignment/train=0.0884, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 14%|█▍ | 66/469 [00:07<00:45, 8.90it/s, v_num=9, loss/train=0.174, alignment/train=0.0701, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 14%|█▍ | 67/469 [00:07<00:45, 8.92it/s, v_num=9, loss/train=0.174, alignment/train=0.0701, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 14%|█▍ | 67/469 [00:07<00:45, 8.92it/s, v_num=9, loss/train=0.191, alignment/train=0.0763, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 14%|█▍ | 68/469 [00:07<00:44, 8.96it/s, v_num=9, loss/train=0.191, alignment/train=0.0763, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 14%|█▍ | 68/469 [00:07<00:44, 8.96it/s, v_num=9, loss/train=0.173, alignment/train=0.0723, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 15%|█▍ | 69/469 [00:07<00:44, 9.02it/s, v_num=9, loss/train=0.173, alignment/train=0.0723, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 15%|█▍ | 69/469 [00:07<00:44, 9.02it/s, v_num=9, loss/train=0.171, alignment/train=0.0728, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 15%|█▍ | 70/469 [00:07<00:44, 9.02it/s, v_num=9, loss/train=0.171, alignment/train=0.0728, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 15%|█▍ | 70/469 [00:07<00:44, 9.02it/s, v_num=9, loss/train=0.161, alignment/train=0.0805, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 15%|█▌ | 71/469 [00:07<00:44, 9.04it/s, v_num=9, loss/train=0.161, alignment/train=0.0805, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 15%|█▌ | 71/469 [00:07<00:44, 9.04it/s, v_num=9, loss/train=0.175, alignment/train=0.0805, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 15%|█▌ | 72/469 [00:07<00:43, 9.06it/s, v_num=9, loss/train=0.175, alignment/train=0.0805, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 15%|█▌ | 72/469 [00:07<00:43, 9.06it/s, v_num=9, loss/train=0.163, alignment/train=0.0719, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 16%|█▌ | 73/469 [00:08<00:43, 9.08it/s, v_num=9, loss/train=0.163, alignment/train=0.0719, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 16%|█▌ | 73/469 [00:08<00:43, 9.08it/s, v_num=9, loss/train=0.191, alignment/train=0.0791, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 16%|█▌ | 74/469 [00:08<00:43, 9.14it/s, v_num=9, loss/train=0.191, alignment/train=0.0791, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 16%|█▌ | 74/469 [00:08<00:43, 9.14it/s, v_num=9, loss/train=0.196, alignment/train=0.0784, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 16%|█▌ | 75/469 [00:08<00:43, 9.15it/s, v_num=9, loss/train=0.196, alignment/train=0.0784, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 16%|█▌ | 75/469 [00:08<00:43, 9.15it/s, v_num=9, loss/train=0.200, alignment/train=0.0906, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 16%|█▌ | 76/469 [00:08<00:42, 9.16it/s, v_num=9, loss/train=0.200, alignment/train=0.0906, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 16%|█▌ | 76/469 [00:08<00:42, 9.15it/s, v_num=9, loss/train=0.174, alignment/train=0.0823, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 16%|█▋ | 77/469 [00:08<00:42, 9.19it/s, v_num=9, loss/train=0.174, alignment/train=0.0823, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 16%|█▋ | 77/469 [00:08<00:42, 9.19it/s, v_num=9, loss/train=0.185, alignment/train=0.0881, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 17%|█▋ | 78/469 [00:08<00:42, 9.21it/s, v_num=9, loss/train=0.185, alignment/train=0.0881, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 17%|█▋ | 78/469 [00:08<00:42, 9.21it/s, v_num=9, loss/train=0.222, alignment/train=0.0781, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 17%|█▋ | 79/469 [00:08<00:42, 9.26it/s, v_num=9, loss/train=0.222, alignment/train=0.0781, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 17%|█▋ | 79/469 [00:08<00:42, 9.26it/s, v_num=9, loss/train=0.191, alignment/train=0.082, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 17%|█▋ | 80/469 [00:08<00:41, 9.29it/s, v_num=9, loss/train=0.191, alignment/train=0.082, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 17%|█▋ | 80/469 [00:08<00:41, 9.29it/s, v_num=9, loss/train=0.173, alignment/train=0.0855, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 17%|█▋ | 81/469 [00:08<00:41, 9.29it/s, v_num=9, loss/train=0.173, alignment/train=0.0855, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 17%|█▋ | 81/469 [00:08<00:41, 9.29it/s, v_num=9, loss/train=0.193, alignment/train=0.0907, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 17%|█▋ | 82/469 [00:08<00:41, 9.23it/s, v_num=9, loss/train=0.193, alignment/train=0.0907, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 17%|█▋ | 82/469 [00:08<00:41, 9.22it/s, v_num=9, loss/train=0.162, alignment/train=0.0705, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 18%|█▊ | 83/469 [00:08<00:41, 9.28it/s, v_num=9, loss/train=0.162, alignment/train=0.0705, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 18%|█▊ | 83/469 [00:08<00:41, 9.28it/s, v_num=9, loss/train=0.181, alignment/train=0.0718, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 18%|█▊ | 84/469 [00:09<00:41, 9.33it/s, v_num=9, loss/train=0.181, alignment/train=0.0718, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 18%|█▊ | 84/469 [00:09<00:41, 9.33it/s, v_num=9, loss/train=0.165, alignment/train=0.0774, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 18%|█▊ | 85/469 [00:09<00:41, 9.33it/s, v_num=9, loss/train=0.165, alignment/train=0.0774, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 18%|█▊ | 85/469 [00:09<00:41, 9.33it/s, v_num=9, loss/train=0.178, alignment/train=0.0909, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 18%|█▊ | 86/469 [00:09<00:41, 9.32it/s, v_num=9, loss/train=0.178, alignment/train=0.0909, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 18%|█▊ | 86/469 [00:09<00:41, 9.32it/s, v_num=9, loss/train=0.162, alignment/train=0.0886, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 19%|█▊ | 87/469 [00:09<00:40, 9.33it/s, v_num=9, loss/train=0.162, alignment/train=0.0886, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 19%|█▊ | 87/469 [00:09<00:40, 9.33it/s, v_num=9, loss/train=0.153, alignment/train=0.0714, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 19%|█▉ | 88/469 [00:09<00:40, 9.38it/s, v_num=9, loss/train=0.153, alignment/train=0.0714, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 19%|█▉ | 88/469 [00:09<00:40, 9.38it/s, v_num=9, loss/train=0.167, alignment/train=0.0765, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 19%|█▉ | 89/469 [00:09<00:40, 9.43it/s, v_num=9, loss/train=0.167, alignment/train=0.0765, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 19%|█▉ | 89/469 [00:09<00:40, 9.43it/s, v_num=9, loss/train=0.179, alignment/train=0.092, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 19%|█▉ | 90/469 [00:09<00:40, 9.47it/s, v_num=9, loss/train=0.179, alignment/train=0.092, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 19%|█▉ | 90/469 [00:09<00:40, 9.47it/s, v_num=9, loss/train=0.189, alignment/train=0.0752, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 19%|█▉ | 91/469 [00:09<00:40, 9.44it/s, v_num=9, loss/train=0.189, alignment/train=0.0752, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 19%|█▉ | 91/469 [00:09<00:40, 9.44it/s, v_num=9, loss/train=0.202, alignment/train=0.0826, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 20%|█▉ | 92/469 [00:09<00:39, 9.44it/s, v_num=9, loss/train=0.202, alignment/train=0.0826, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 20%|█▉ | 92/469 [00:09<00:39, 9.44it/s, v_num=9, loss/train=0.179, alignment/train=0.0845, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 20%|█▉ | 93/469 [00:09<00:39, 9.48it/s, v_num=9, loss/train=0.179, alignment/train=0.0845, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 20%|█▉ | 93/469 [00:09<00:39, 9.48it/s, v_num=9, loss/train=0.187, alignment/train=0.0732, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 20%|██ | 94/469 [00:09<00:39, 9.48it/s, v_num=9, loss/train=0.187, alignment/train=0.0732, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 20%|██ | 94/469 [00:09<00:39, 9.48it/s, v_num=9, loss/train=0.169, alignment/train=0.0791, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 20%|██ | 95/469 [00:10<00:39, 9.50it/s, v_num=9, loss/train=0.169, alignment/train=0.0791, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 20%|██ | 95/469 [00:10<00:39, 9.50it/s, v_num=9, loss/train=0.144, alignment/train=0.0771, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 20%|██ | 96/469 [00:10<00:39, 9.54it/s, v_num=9, loss/train=0.144, alignment/train=0.0771, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 20%|██ | 96/469 [00:10<00:39, 9.54it/s, v_num=9, loss/train=0.201, alignment/train=0.079, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 21%|██ | 97/469 [00:10<00:38, 9.56it/s, v_num=9, loss/train=0.201, alignment/train=0.079, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 21%|██ | 97/469 [00:10<00:38, 9.56it/s, v_num=9, loss/train=0.167, alignment/train=0.0714, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 21%|██ | 98/469 [00:10<00:38, 9.57it/s, v_num=9, loss/train=0.167, alignment/train=0.0714, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 21%|██ | 98/469 [00:10<00:38, 9.57it/s, v_num=9, loss/train=0.165, alignment/train=0.0724, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 21%|██ | 99/469 [00:10<00:38, 9.58it/s, v_num=9, loss/train=0.165, alignment/train=0.0724, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 21%|██ | 99/469 [00:10<00:38, 9.58it/s, v_num=9, loss/train=0.191, alignment/train=0.0849, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 21%|██▏ | 100/469 [00:10<00:38, 9.61it/s, v_num=9, loss/train=0.191, alignment/train=0.0849, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 21%|██▏ | 100/469 [00:10<00:38, 9.61it/s, v_num=9, loss/train=0.203, alignment/train=0.091, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 22%|██▏ | 101/469 [00:10<00:38, 9.60it/s, v_num=9, loss/train=0.203, alignment/train=0.091, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 22%|██▏ | 101/469 [00:10<00:38, 9.60it/s, v_num=9, loss/train=0.192, alignment/train=0.0804, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 22%|██▏ | 102/469 [00:10<00:38, 9.61it/s, v_num=9, loss/train=0.192, alignment/train=0.0804, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 22%|██▏ | 102/469 [00:10<00:38, 9.61it/s, v_num=9, loss/train=0.154, alignment/train=0.0817, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 22%|██▏ | 103/469 [00:10<00:37, 9.64it/s, v_num=9, loss/train=0.154, alignment/train=0.0817, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 22%|██▏ | 103/469 [00:10<00:37, 9.63it/s, v_num=9, loss/train=0.218, alignment/train=0.0935, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 22%|██▏ | 104/469 [00:10<00:37, 9.64it/s, v_num=9, loss/train=0.218, alignment/train=0.0935, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 22%|██▏ | 104/469 [00:10<00:37, 9.64it/s, v_num=9, loss/train=0.200, alignment/train=0.0903, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 22%|██▏ | 105/469 [00:10<00:37, 9.68it/s, v_num=9, loss/train=0.200, alignment/train=0.0903, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 22%|██▏ | 105/469 [00:10<00:37, 9.68it/s, v_num=9, loss/train=0.190, alignment/train=0.0829, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 23%|██▎ | 106/469 [00:11<00:37, 9.63it/s, v_num=9, loss/train=0.190, alignment/train=0.0829, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 23%|██▎ | 106/469 [00:11<00:37, 9.63it/s, v_num=9, loss/train=0.176, alignment/train=0.0767, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 23%|██▎ | 107/469 [00:11<00:37, 9.67it/s, v_num=9, loss/train=0.176, alignment/train=0.0767, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 23%|██▎ | 107/469 [00:11<00:37, 9.67it/s, v_num=9, loss/train=0.178, alignment/train=0.0903, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 23%|██▎ | 108/469 [00:11<00:37, 9.71it/s, v_num=9, loss/train=0.178, alignment/train=0.0903, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 23%|██▎ | 108/469 [00:11<00:37, 9.71it/s, v_num=9, loss/train=0.206, alignment/train=0.0782, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 23%|██▎ | 109/469 [00:11<00:37, 9.69it/s, v_num=9, loss/train=0.206, alignment/train=0.0782, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 23%|██▎ | 109/469 [00:11<00:37, 9.69it/s, v_num=9, loss/train=0.183, alignment/train=0.0781, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 23%|██▎ | 110/469 [00:11<00:36, 9.71it/s, v_num=9, loss/train=0.183, alignment/train=0.0781, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 23%|██▎ | 110/469 [00:11<00:36, 9.71it/s, v_num=9, loss/train=0.171, alignment/train=0.0741, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 24%|██▎ | 111/469 [00:11<00:36, 9.74it/s, v_num=9, loss/train=0.171, alignment/train=0.0741, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 24%|██▎ | 111/469 [00:11<00:36, 9.74it/s, v_num=9, loss/train=0.187, alignment/train=0.0828, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 24%|██▍ | 112/469 [00:11<00:36, 9.75it/s, v_num=9, loss/train=0.187, alignment/train=0.0828, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 24%|██▍ | 112/469 [00:11<00:36, 9.75it/s, v_num=9, loss/train=0.148, alignment/train=0.076, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 24%|██▍ | 113/469 [00:11<00:36, 9.75it/s, v_num=9, loss/train=0.148, alignment/train=0.076, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 24%|██▍ | 113/469 [00:11<00:36, 9.75it/s, v_num=9, loss/train=0.172, alignment/train=0.0705, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 24%|██▍ | 114/469 [00:11<00:36, 9.79it/s, v_num=9, loss/train=0.172, alignment/train=0.0705, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 24%|██▍ | 114/469 [00:11<00:36, 9.78it/s, v_num=9, loss/train=0.161, alignment/train=0.0811, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 25%|██▍ | 115/469 [00:11<00:36, 9.80it/s, v_num=9, loss/train=0.161, alignment/train=0.0811, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 25%|██▍ | 115/469 [00:11<00:36, 9.80it/s, v_num=9, loss/train=0.176, alignment/train=0.0779, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 25%|██▍ | 116/469 [00:11<00:36, 9.79it/s, v_num=9, loss/train=0.176, alignment/train=0.0779, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 25%|██▍ | 116/469 [00:11<00:36, 9.79it/s, v_num=9, loss/train=0.195, alignment/train=0.0705, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 25%|██▍ | 117/469 [00:11<00:36, 9.77it/s, v_num=9, loss/train=0.195, alignment/train=0.0705, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 25%|██▍ | 117/469 [00:11<00:36, 9.77it/s, v_num=9, loss/train=0.177, alignment/train=0.0847, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 25%|██▌ | 118/469 [00:12<00:35, 9.79it/s, v_num=9, loss/train=0.177, alignment/train=0.0847, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 25%|██▌ | 118/469 [00:12<00:35, 9.79it/s, v_num=9, loss/train=0.178, alignment/train=0.0761, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 25%|██▌ | 119/469 [00:12<00:35, 9.83it/s, v_num=9, loss/train=0.178, alignment/train=0.0761, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 25%|██▌ | 119/469 [00:12<00:35, 9.83it/s, v_num=9, loss/train=0.142, alignment/train=0.0698, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 26%|██▌ | 120/469 [00:12<00:35, 9.86it/s, v_num=9, loss/train=0.142, alignment/train=0.0698, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 26%|██▌ | 120/469 [00:12<00:35, 9.86it/s, v_num=9, loss/train=0.203, alignment/train=0.0785, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 26%|██▌ | 121/469 [00:12<00:35, 9.90it/s, v_num=9, loss/train=0.203, alignment/train=0.0785, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 26%|██▌ | 121/469 [00:12<00:35, 9.90it/s, v_num=9, loss/train=0.184, alignment/train=0.083, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 26%|██▌ | 122/469 [00:12<00:35, 9.90it/s, v_num=9, loss/train=0.184, alignment/train=0.083, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 26%|██▌ | 122/469 [00:12<00:35, 9.90it/s, v_num=9, loss/train=0.163, alignment/train=0.0756, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 26%|██▌ | 123/469 [00:12<00:35, 9.81it/s, v_num=9, loss/train=0.163, alignment/train=0.0756, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 26%|██▌ | 123/469 [00:12<00:35, 9.81it/s, v_num=9, loss/train=0.176, alignment/train=0.0815, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 26%|██▋ | 124/469 [00:12<00:35, 9.84it/s, v_num=9, loss/train=0.176, alignment/train=0.0815, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 26%|██▋ | 124/469 [00:12<00:35, 9.84it/s, v_num=9, loss/train=0.184, alignment/train=0.0785, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 27%|██▋ | 125/469 [00:12<00:34, 9.87it/s, v_num=9, loss/train=0.184, alignment/train=0.0785, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 27%|██▋ | 125/469 [00:12<00:34, 9.86it/s, v_num=9, loss/train=0.169, alignment/train=0.078, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 27%|██▋ | 126/469 [00:12<00:34, 9.90it/s, v_num=9, loss/train=0.169, alignment/train=0.078, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 27%|██▋ | 126/469 [00:12<00:34, 9.89it/s, v_num=9, loss/train=0.177, alignment/train=0.0902, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 27%|██▋ | 127/469 [00:12<00:34, 9.91it/s, v_num=9, loss/train=0.177, alignment/train=0.0902, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 27%|██▋ | 127/469 [00:12<00:34, 9.91it/s, v_num=9, loss/train=0.179, alignment/train=0.0813, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 27%|██▋ | 128/469 [00:12<00:34, 9.91it/s, v_num=9, loss/train=0.179, alignment/train=0.0813, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 27%|██▋ | 128/469 [00:12<00:34, 9.91it/s, v_num=9, loss/train=0.160, alignment/train=0.066, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 28%|██▊ | 129/469 [00:13<00:34, 9.91it/s, v_num=9, loss/train=0.160, alignment/train=0.066, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 28%|██▊ | 129/469 [00:13<00:34, 9.91it/s, v_num=9, loss/train=0.189, alignment/train=0.0746, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 28%|██▊ | 130/469 [00:13<00:34, 9.94it/s, v_num=9, loss/train=0.189, alignment/train=0.0746, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 28%|██▊ | 130/469 [00:13<00:34, 9.94it/s, v_num=9, loss/train=0.176, alignment/train=0.0785, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 28%|██▊ | 131/469 [00:13<00:33, 9.97it/s, v_num=9, loss/train=0.176, alignment/train=0.0785, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 28%|██▊ | 131/469 [00:13<00:33, 9.97it/s, v_num=9, loss/train=0.167, alignment/train=0.0814, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 28%|██▊ | 132/469 [00:13<00:34, 9.89it/s, v_num=9, loss/train=0.167, alignment/train=0.0814, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 28%|██▊ | 132/469 [00:13<00:34, 9.89it/s, v_num=9, loss/train=0.178, alignment/train=0.0881, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 28%|██▊ | 133/469 [00:13<00:33, 9.93it/s, v_num=9, loss/train=0.178, alignment/train=0.0881, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 28%|██▊ | 133/469 [00:13<00:33, 9.92it/s, v_num=9, loss/train=0.195, alignment/train=0.091, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 29%|██▊ | 134/469 [00:13<00:33, 9.95it/s, v_num=9, loss/train=0.195, alignment/train=0.091, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 29%|██▊ | 134/469 [00:13<00:33, 9.95it/s, v_num=9, loss/train=0.154, alignment/train=0.0715, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 29%|██▉ | 135/469 [00:13<00:33, 9.98it/s, v_num=9, loss/train=0.154, alignment/train=0.0715, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 29%|██▉ | 135/469 [00:13<00:33, 9.98it/s, v_num=9, loss/train=0.212, alignment/train=0.0822, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 29%|██▉ | 136/469 [00:13<00:33, 10.02it/s, v_num=9, loss/train=0.212, alignment/train=0.0822, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 29%|██▉ | 136/469 [00:13<00:33, 10.02it/s, v_num=9, loss/train=0.181, alignment/train=0.0712, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 29%|██▉ | 137/469 [00:13<00:33, 9.99it/s, v_num=9, loss/train=0.181, alignment/train=0.0712, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 29%|██▉ | 137/469 [00:13<00:33, 9.99it/s, v_num=9, loss/train=0.179, alignment/train=0.0817, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 29%|██▉ | 138/469 [00:13<00:33, 10.01it/s, v_num=9, loss/train=0.179, alignment/train=0.0817, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 29%|██▉ | 138/469 [00:13<00:33, 10.01it/s, v_num=9, loss/train=0.187, alignment/train=0.0768, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 30%|██▉ | 139/469 [00:13<00:32, 10.01it/s, v_num=9, loss/train=0.187, alignment/train=0.0768, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 30%|██▉ | 139/469 [00:13<00:32, 10.01it/s, v_num=9, loss/train=0.200, alignment/train=0.101, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 30%|██▉ | 140/469 [00:13<00:32, 10.03it/s, v_num=9, loss/train=0.200, alignment/train=0.101, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 30%|██▉ | 140/469 [00:13<00:32, 10.03it/s, v_num=9, loss/train=0.179, alignment/train=0.0856, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 30%|███ | 141/469 [00:14<00:32, 10.06it/s, v_num=9, loss/train=0.179, alignment/train=0.0856, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 30%|███ | 141/469 [00:14<00:32, 10.06it/s, v_num=9, loss/train=0.179, alignment/train=0.0962, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 30%|███ | 142/469 [00:14<00:32, 10.09it/s, v_num=9, loss/train=0.179, alignment/train=0.0962, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 30%|███ | 142/469 [00:14<00:32, 10.09it/s, v_num=9, loss/train=0.154, alignment/train=0.0654, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 30%|███ | 143/469 [00:14<00:32, 10.00it/s, v_num=9, loss/train=0.154, alignment/train=0.0654, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 30%|███ | 143/469 [00:14<00:32, 10.00it/s, v_num=9, loss/train=0.176, alignment/train=0.075, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 31%|███ | 144/469 [00:14<00:32, 10.01it/s, v_num=9, loss/train=0.176, alignment/train=0.075, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 31%|███ | 144/469 [00:14<00:32, 10.01it/s, v_num=9, loss/train=0.204, alignment/train=0.0912, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 31%|███ | 145/469 [00:14<00:32, 10.04it/s, v_num=9, loss/train=0.204, alignment/train=0.0912, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 31%|███ | 145/469 [00:14<00:32, 10.04it/s, v_num=9, loss/train=0.180, alignment/train=0.0721, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 31%|███ | 146/469 [00:14<00:32, 10.06it/s, v_num=9, loss/train=0.180, alignment/train=0.0721, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 31%|███ | 146/469 [00:14<00:32, 10.06it/s, v_num=9, loss/train=0.169, alignment/train=0.0672, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 31%|███▏ | 147/469 [00:14<00:31, 10.07it/s, v_num=9, loss/train=0.169, alignment/train=0.0672, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 31%|███▏ | 147/469 [00:14<00:31, 10.07it/s, v_num=9, loss/train=0.166, alignment/train=0.0792, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 32%|███▏ | 148/469 [00:14<00:31, 10.04it/s, v_num=9, loss/train=0.166, alignment/train=0.0792, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 32%|███▏ | 148/469 [00:14<00:31, 10.04it/s, v_num=9, loss/train=0.177, alignment/train=0.0814, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 32%|███▏ | 149/469 [00:14<00:31, 10.06it/s, v_num=9, loss/train=0.177, alignment/train=0.0814, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 32%|███▏ | 149/469 [00:14<00:31, 10.06it/s, v_num=9, loss/train=0.192, alignment/train=0.0851, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 32%|███▏ | 150/469 [00:14<00:31, 10.07it/s, v_num=9, loss/train=0.192, alignment/train=0.0851, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 32%|███▏ | 150/469 [00:14<00:31, 10.07it/s, v_num=9, loss/train=0.182, alignment/train=0.0911, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 32%|███▏ | 151/469 [00:14<00:31, 10.07it/s, v_num=9, loss/train=0.182, alignment/train=0.0911, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 32%|███▏ | 151/469 [00:14<00:31, 10.07it/s, v_num=9, loss/train=0.199, alignment/train=0.0793, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 32%|███▏ | 152/469 [00:15<00:31, 10.10it/s, v_num=9, loss/train=0.199, alignment/train=0.0793, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 32%|███▏ | 152/469 [00:15<00:31, 10.10it/s, v_num=9, loss/train=0.177, alignment/train=0.0819, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 33%|███▎ | 153/469 [00:15<00:31, 10.10it/s, v_num=9, loss/train=0.177, alignment/train=0.0819, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 33%|███▎ | 153/469 [00:15<00:31, 10.10it/s, v_num=9, loss/train=0.165, alignment/train=0.0753, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 33%|███▎ | 154/469 [00:15<00:31, 10.10it/s, v_num=9, loss/train=0.165, alignment/train=0.0753, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 33%|███▎ | 154/469 [00:15<00:31, 10.10it/s, v_num=9, loss/train=0.188, alignment/train=0.0717, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 33%|███▎ | 155/469 [00:15<00:31, 10.13it/s, v_num=9, loss/train=0.188, alignment/train=0.0717, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 33%|███▎ | 155/469 [00:15<00:31, 10.12it/s, v_num=9, loss/train=0.195, alignment/train=0.0701, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 33%|███▎ | 156/469 [00:15<00:30, 10.14it/s, v_num=9, loss/train=0.195, alignment/train=0.0701, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 33%|███▎ | 156/469 [00:15<00:30, 10.13it/s, v_num=9, loss/train=0.183, alignment/train=0.078, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 33%|███▎ | 157/469 [00:15<00:30, 10.15it/s, v_num=9, loss/train=0.183, alignment/train=0.078, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 33%|███▎ | 157/469 [00:15<00:30, 10.15it/s, v_num=9, loss/train=0.174, alignment/train=0.0812, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 34%|███▎ | 158/469 [00:15<00:30, 10.11it/s, v_num=9, loss/train=0.174, alignment/train=0.0812, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 34%|███▎ | 158/469 [00:15<00:30, 10.11it/s, v_num=9, loss/train=0.213, alignment/train=0.0801, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 34%|███▍ | 159/469 [00:15<00:30, 10.13it/s, v_num=9, loss/train=0.213, alignment/train=0.0801, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 34%|███▍ | 159/469 [00:15<00:30, 10.12it/s, v_num=9, loss/train=0.161, alignment/train=0.084, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 34%|███▍ | 160/469 [00:15<00:30, 10.15it/s, v_num=9, loss/train=0.161, alignment/train=0.084, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 34%|███▍ | 160/469 [00:15<00:30, 10.15it/s, v_num=9, loss/train=0.187, alignment/train=0.0833, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 34%|███▍ | 161/469 [00:15<00:30, 10.18it/s, v_num=9, loss/train=0.187, alignment/train=0.0833, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 34%|███▍ | 161/469 [00:15<00:30, 10.18it/s, v_num=9, loss/train=0.178, alignment/train=0.0955, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 35%|███▍ | 162/469 [00:15<00:30, 10.20it/s, v_num=9, loss/train=0.178, alignment/train=0.0955, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 35%|███▍ | 162/469 [00:15<00:30, 10.20it/s, v_num=9, loss/train=0.190, alignment/train=0.0784, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 35%|███▍ | 163/469 [00:15<00:30, 10.20it/s, v_num=9, loss/train=0.190, alignment/train=0.0784, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 35%|███▍ | 163/469 [00:15<00:30, 10.20it/s, v_num=9, loss/train=0.161, alignment/train=0.0753, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 35%|███▍ | 164/469 [00:16<00:30, 10.15it/s, v_num=9, loss/train=0.161, alignment/train=0.0753, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 35%|███▍ | 164/469 [00:16<00:30, 10.15it/s, v_num=9, loss/train=0.175, alignment/train=0.0731, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 35%|███▌ | 165/469 [00:16<00:29, 10.15it/s, v_num=9, loss/train=0.175, alignment/train=0.0731, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 35%|███▌ | 165/469 [00:16<00:29, 10.15it/s, v_num=9, loss/train=0.166, alignment/train=0.0795, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 35%|███▌ | 166/469 [00:16<00:29, 10.18it/s, v_num=9, loss/train=0.166, alignment/train=0.0795, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 35%|███▌ | 166/469 [00:16<00:29, 10.18it/s, v_num=9, loss/train=0.181, alignment/train=0.0786, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 36%|███▌ | 167/469 [00:16<00:29, 10.17it/s, v_num=9, loss/train=0.181, alignment/train=0.0786, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 36%|███▌ | 167/469 [00:16<00:29, 10.17it/s, v_num=9, loss/train=0.142, alignment/train=0.0792, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 36%|███▌ | 168/469 [00:16<00:29, 10.17it/s, v_num=9, loss/train=0.142, alignment/train=0.0792, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 36%|███▌ | 168/469 [00:16<00:29, 10.17it/s, v_num=9, loss/train=0.188, alignment/train=0.0793, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 36%|███▌ | 169/469 [00:16<00:29, 10.16it/s, v_num=9, loss/train=0.188, alignment/train=0.0793, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 36%|███▌ | 169/469 [00:16<00:29, 10.16it/s, v_num=9, loss/train=0.175, alignment/train=0.0821, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 36%|███▌ | 170/469 [00:16<00:29, 10.17it/s, v_num=9, loss/train=0.175, alignment/train=0.0821, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 36%|███▌ | 170/469 [00:16<00:29, 10.17it/s, v_num=9, loss/train=0.182, alignment/train=0.0869, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 36%|███▋ | 171/469 [00:16<00:29, 10.20it/s, v_num=9, loss/train=0.182, alignment/train=0.0869, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 36%|███▋ | 171/469 [00:16<00:29, 10.20it/s, v_num=9, loss/train=0.181, alignment/train=0.0861, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 37%|███▋ | 172/469 [00:16<00:29, 10.22it/s, v_num=9, loss/train=0.181, alignment/train=0.0861, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 37%|███▋ | 172/469 [00:16<00:29, 10.22it/s, v_num=9, loss/train=0.221, alignment/train=0.0793, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 37%|███▋ | 173/469 [00:16<00:28, 10.25it/s, v_num=9, loss/train=0.221, alignment/train=0.0793, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 37%|███▋ | 173/469 [00:16<00:28, 10.25it/s, v_num=9, loss/train=0.160, alignment/train=0.0757, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 37%|███▋ | 174/469 [00:16<00:28, 10.25it/s, v_num=9, loss/train=0.160, alignment/train=0.0757, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 37%|███▋ | 174/469 [00:16<00:28, 10.25it/s, v_num=9, loss/train=0.167, alignment/train=0.0825, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 37%|███▋ | 175/469 [00:17<00:28, 10.24it/s, v_num=9, loss/train=0.167, alignment/train=0.0825, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 37%|███▋ | 175/469 [00:17<00:28, 10.24it/s, v_num=9, loss/train=0.171, alignment/train=0.0791, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 38%|███▊ | 176/469 [00:17<00:28, 10.26it/s, v_num=9, loss/train=0.171, alignment/train=0.0791, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 38%|███▊ | 176/469 [00:17<00:28, 10.26it/s, v_num=9, loss/train=0.196, alignment/train=0.0749, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 38%|███▊ | 177/469 [00:17<00:28, 10.25it/s, v_num=9, loss/train=0.196, alignment/train=0.0749, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 38%|███▊ | 177/469 [00:17<00:28, 10.25it/s, v_num=9, loss/train=0.194, alignment/train=0.0899, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 38%|███▊ | 178/469 [00:17<00:28, 10.20it/s, v_num=9, loss/train=0.194, alignment/train=0.0899, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 38%|███▊ | 178/469 [00:17<00:28, 10.20it/s, v_num=9, loss/train=0.168, alignment/train=0.0785, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 38%|███▊ | 179/469 [00:17<00:28, 10.21it/s, v_num=9, loss/train=0.168, alignment/train=0.0785, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 38%|███▊ | 179/469 [00:17<00:28, 10.20it/s, v_num=9, loss/train=0.146, alignment/train=0.0704, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 38%|███▊ | 180/469 [00:17<00:28, 10.23it/s, v_num=9, loss/train=0.146, alignment/train=0.0704, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 38%|███▊ | 180/469 [00:17<00:28, 10.23it/s, v_num=9, loss/train=0.188, alignment/train=0.0761, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 39%|███▊ | 181/469 [00:17<00:28, 10.22it/s, v_num=9, loss/train=0.188, alignment/train=0.0761, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 39%|███▊ | 181/469 [00:17<00:28, 10.22it/s, v_num=9, loss/train=0.185, alignment/train=0.0778, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 39%|███▉ | 182/469 [00:17<00:28, 10.23it/s, v_num=9, loss/train=0.185, alignment/train=0.0778, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 39%|███▉ | 182/469 [00:17<00:28, 10.23it/s, v_num=9, loss/train=0.188, alignment/train=0.0723, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 39%|███▉ | 183/469 [00:17<00:27, 10.25it/s, v_num=9, loss/train=0.188, alignment/train=0.0723, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 39%|███▉ | 183/469 [00:17<00:27, 10.25it/s, v_num=9, loss/train=0.163, alignment/train=0.0813, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 39%|███▉ | 184/469 [00:17<00:27, 10.25it/s, v_num=9, loss/train=0.163, alignment/train=0.0813, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 39%|███▉ | 184/469 [00:17<00:27, 10.25it/s, v_num=9, loss/train=0.225, alignment/train=0.0954, uniformity/train=-3.54, contrastive_acc/train=0.988, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 39%|███▉ | 185/469 [00:18<00:27, 10.26it/s, v_num=9, loss/train=0.225, alignment/train=0.0954, uniformity/train=-3.54, contrastive_acc/train=0.988, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 39%|███▉ | 185/469 [00:18<00:27, 10.25it/s, v_num=9, loss/train=0.180, alignment/train=0.0725, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 40%|███▉ | 186/469 [00:18<00:27, 10.28it/s, v_num=9, loss/train=0.180, alignment/train=0.0725, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 40%|███▉ | 186/469 [00:18<00:27, 10.28it/s, v_num=9, loss/train=0.206, alignment/train=0.0827, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 40%|███▉ | 187/469 [00:18<00:27, 10.27it/s, v_num=9, loss/train=0.206, alignment/train=0.0827, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 40%|███▉ | 187/469 [00:18<00:27, 10.27it/s, v_num=9, loss/train=0.184, alignment/train=0.0704, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 40%|████ | 188/469 [00:18<00:27, 10.30it/s, v_num=9, loss/train=0.184, alignment/train=0.0704, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 40%|████ | 188/469 [00:18<00:27, 10.30it/s, v_num=9, loss/train=0.180, alignment/train=0.075, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 40%|████ | 189/469 [00:18<00:27, 10.30it/s, v_num=9, loss/train=0.180, alignment/train=0.075, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 40%|████ | 189/469 [00:18<00:27, 10.30it/s, v_num=9, loss/train=0.155, alignment/train=0.086, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 41%|████ | 190/469 [00:18<00:27, 10.29it/s, v_num=9, loss/train=0.155, alignment/train=0.086, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 41%|████ | 190/469 [00:18<00:27, 10.29it/s, v_num=9, loss/train=0.174, alignment/train=0.0746, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 41%|████ | 191/469 [00:18<00:27, 10.28it/s, v_num=9, loss/train=0.174, alignment/train=0.0746, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 41%|████ | 191/469 [00:18<00:27, 10.28it/s, v_num=9, loss/train=0.186, alignment/train=0.0797, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 41%|████ | 192/469 [00:18<00:26, 10.30it/s, v_num=9, loss/train=0.186, alignment/train=0.0797, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 41%|████ | 192/469 [00:18<00:26, 10.30it/s, v_num=9, loss/train=0.166, alignment/train=0.0795, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 41%|████ | 193/469 [00:18<00:26, 10.32it/s, v_num=9, loss/train=0.166, alignment/train=0.0795, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 41%|████ | 193/469 [00:18<00:26, 10.32it/s, v_num=9, loss/train=0.206, alignment/train=0.0853, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 41%|████▏ | 194/469 [00:18<00:26, 10.30it/s, v_num=9, loss/train=0.206, alignment/train=0.0853, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 41%|████▏ | 194/469 [00:18<00:26, 10.30it/s, v_num=9, loss/train=0.155, alignment/train=0.0651, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 42%|████▏ | 195/469 [00:18<00:26, 10.28it/s, v_num=9, loss/train=0.155, alignment/train=0.0651, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 42%|████▏ | 195/469 [00:18<00:26, 10.28it/s, v_num=9, loss/train=0.163, alignment/train=0.0795, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 42%|████▏ | 196/469 [00:19<00:26, 10.31it/s, v_num=9, loss/train=0.163, alignment/train=0.0795, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 42%|████▏ | 196/469 [00:19<00:26, 10.31it/s, v_num=9, loss/train=0.178, alignment/train=0.0803, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 42%|████▏ | 197/469 [00:19<00:26, 10.33it/s, v_num=9, loss/train=0.178, alignment/train=0.0803, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 42%|████▏ | 197/469 [00:19<00:26, 10.33it/s, v_num=9, loss/train=0.174, alignment/train=0.0756, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 42%|████▏ | 198/469 [00:19<00:26, 10.34it/s, v_num=9, loss/train=0.174, alignment/train=0.0756, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 42%|████▏ | 198/469 [00:19<00:26, 10.34it/s, v_num=9, loss/train=0.154, alignment/train=0.0895, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 42%|████▏ | 199/469 [00:19<00:26, 10.29it/s, v_num=9, loss/train=0.154, alignment/train=0.0895, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 42%|████▏ | 199/469 [00:19<00:26, 10.29it/s, v_num=9, loss/train=0.157, alignment/train=0.0687, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 43%|████▎ | 200/469 [00:19<00:26, 10.31it/s, v_num=9, loss/train=0.157, alignment/train=0.0687, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 43%|████▎ | 200/469 [00:19<00:26, 10.31it/s, v_num=9, loss/train=0.180, alignment/train=0.0787, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 43%|████▎ | 201/469 [00:19<00:25, 10.33it/s, v_num=9, loss/train=0.180, alignment/train=0.0787, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 43%|████▎ | 201/469 [00:19<00:25, 10.33it/s, v_num=9, loss/train=0.179, alignment/train=0.0762, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 43%|████▎ | 202/469 [00:19<00:25, 10.35it/s, v_num=9, loss/train=0.179, alignment/train=0.0762, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 43%|████▎ | 202/469 [00:19<00:25, 10.35it/s, v_num=9, loss/train=0.165, alignment/train=0.0746, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 43%|████▎ | 203/469 [00:19<00:25, 10.35it/s, v_num=9, loss/train=0.165, alignment/train=0.0746, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 43%|████▎ | 203/469 [00:19<00:25, 10.35it/s, v_num=9, loss/train=0.197, alignment/train=0.0789, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 43%|████▎ | 204/469 [00:19<00:25, 10.37it/s, v_num=9, loss/train=0.197, alignment/train=0.0789, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 43%|████▎ | 204/469 [00:19<00:25, 10.37it/s, v_num=9, loss/train=0.176, alignment/train=0.0726, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 44%|████▎ | 205/469 [00:19<00:25, 10.37it/s, v_num=9, loss/train=0.176, alignment/train=0.0726, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 44%|████▎ | 205/469 [00:19<00:25, 10.37it/s, v_num=9, loss/train=0.189, alignment/train=0.0757, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 44%|████▍ | 206/469 [00:19<00:25, 10.39it/s, v_num=9, loss/train=0.189, alignment/train=0.0757, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 44%|████▍ | 206/469 [00:19<00:25, 10.39it/s, v_num=9, loss/train=0.150, alignment/train=0.0687, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 44%|████▍ | 207/469 [00:19<00:25, 10.37it/s, v_num=9, loss/train=0.150, alignment/train=0.0687, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 44%|████▍ | 207/469 [00:19<00:25, 10.37it/s, v_num=9, loss/train=0.184, alignment/train=0.0801, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 44%|████▍ | 208/469 [00:20<00:25, 10.34it/s, v_num=9, loss/train=0.184, alignment/train=0.0801, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 44%|████▍ | 208/469 [00:20<00:25, 10.34it/s, v_num=9, loss/train=0.147, alignment/train=0.0811, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 45%|████▍ | 209/469 [00:20<00:25, 10.36it/s, v_num=9, loss/train=0.147, alignment/train=0.0811, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 45%|████▍ | 209/469 [00:20<00:25, 10.36it/s, v_num=9, loss/train=0.187, alignment/train=0.0888, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 45%|████▍ | 210/469 [00:20<00:24, 10.38it/s, v_num=9, loss/train=0.187, alignment/train=0.0888, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 45%|████▍ | 210/469 [00:20<00:24, 10.38it/s, v_num=9, loss/train=0.199, alignment/train=0.0759, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 45%|████▍ | 211/469 [00:20<00:24, 10.38it/s, v_num=9, loss/train=0.199, alignment/train=0.0759, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 45%|████▍ | 211/469 [00:20<00:24, 10.38it/s, v_num=9, loss/train=0.182, alignment/train=0.0875, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 45%|████▌ | 212/469 [00:20<00:24, 10.38it/s, v_num=9, loss/train=0.182, alignment/train=0.0875, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 45%|████▌ | 212/469 [00:20<00:24, 10.38it/s, v_num=9, loss/train=0.189, alignment/train=0.0805, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 45%|████▌ | 213/469 [00:20<00:24, 10.40it/s, v_num=9, loss/train=0.189, alignment/train=0.0805, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 45%|████▌ | 213/469 [00:20<00:24, 10.40it/s, v_num=9, loss/train=0.163, alignment/train=0.0831, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 46%|████▌ | 214/469 [00:20<00:24, 10.40it/s, v_num=9, loss/train=0.163, alignment/train=0.0831, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 46%|████▌ | 214/469 [00:20<00:24, 10.40it/s, v_num=9, loss/train=0.166, alignment/train=0.0759, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 46%|████▌ | 215/469 [00:20<00:24, 10.39it/s, v_num=9, loss/train=0.166, alignment/train=0.0759, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 46%|████▌ | 215/469 [00:20<00:24, 10.39it/s, v_num=9, loss/train=0.156, alignment/train=0.0766, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 46%|████▌ | 216/469 [00:20<00:24, 10.41it/s, v_num=9, loss/train=0.156, alignment/train=0.0766, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 46%|████▌ | 216/469 [00:20<00:24, 10.40it/s, v_num=9, loss/train=0.146, alignment/train=0.0824, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 46%|████▋ | 217/469 [00:20<00:24, 10.40it/s, v_num=9, loss/train=0.146, alignment/train=0.0824, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 46%|████▋ | 217/469 [00:20<00:24, 10.40it/s, v_num=9, loss/train=0.182, alignment/train=0.0879, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 46%|████▋ | 218/469 [00:20<00:24, 10.42it/s, v_num=9, loss/train=0.182, alignment/train=0.0879, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 46%|████▋ | 218/469 [00:20<00:24, 10.42it/s, v_num=9, loss/train=0.168, alignment/train=0.0843, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 47%|████▋ | 219/469 [00:21<00:24, 10.41it/s, v_num=9, loss/train=0.168, alignment/train=0.0843, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 47%|████▋ | 219/469 [00:21<00:24, 10.40it/s, v_num=9, loss/train=0.219, alignment/train=0.0939, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 47%|████▋ | 220/469 [00:21<00:23, 10.38it/s, v_num=9, loss/train=0.219, alignment/train=0.0939, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 47%|████▋ | 220/469 [00:21<00:23, 10.38it/s, v_num=9, loss/train=0.203, alignment/train=0.0919, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 47%|████▋ | 221/469 [00:21<00:23, 10.40it/s, v_num=9, loss/train=0.203, alignment/train=0.0919, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 47%|████▋ | 221/469 [00:21<00:23, 10.40it/s, v_num=9, loss/train=0.190, alignment/train=0.0788, uniformity/train=-3.54, contrastive_acc/train=0.988, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 47%|████▋ | 222/469 [00:21<00:23, 10.40it/s, v_num=9, loss/train=0.190, alignment/train=0.0788, uniformity/train=-3.54, contrastive_acc/train=0.988, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 47%|████▋ | 222/469 [00:21<00:23, 10.40it/s, v_num=9, loss/train=0.177, alignment/train=0.0756, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 48%|████▊ | 223/469 [00:21<00:23, 10.42it/s, v_num=9, loss/train=0.177, alignment/train=0.0756, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 48%|████▊ | 223/469 [00:21<00:23, 10.42it/s, v_num=9, loss/train=0.192, alignment/train=0.0884, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 48%|████▊ | 224/469 [00:21<00:23, 10.42it/s, v_num=9, loss/train=0.192, alignment/train=0.0884, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 48%|████▊ | 224/469 [00:21<00:23, 10.42it/s, v_num=9, loss/train=0.177, alignment/train=0.0851, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 48%|████▊ | 225/469 [00:21<00:23, 10.44it/s, v_num=9, loss/train=0.177, alignment/train=0.0851, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 48%|████▊ | 225/469 [00:21<00:23, 10.44it/s, v_num=9, loss/train=0.207, alignment/train=0.0832, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 48%|████▊ | 226/469 [00:21<00:23, 10.45it/s, v_num=9, loss/train=0.207, alignment/train=0.0832, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 48%|████▊ | 226/469 [00:21<00:23, 10.45it/s, v_num=9, loss/train=0.181, alignment/train=0.0862, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 48%|████▊ | 227/469 [00:21<00:23, 10.46it/s, v_num=9, loss/train=0.181, alignment/train=0.0862, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 48%|████▊ | 227/469 [00:21<00:23, 10.46it/s, v_num=9, loss/train=0.178, alignment/train=0.0879, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 49%|████▊ | 228/469 [00:21<00:23, 10.43it/s, v_num=9, loss/train=0.178, alignment/train=0.0879, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 49%|████▊ | 228/469 [00:21<00:23, 10.43it/s, v_num=9, loss/train=0.204, alignment/train=0.0858, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 49%|████▉ | 229/469 [00:21<00:23, 10.42it/s, v_num=9, loss/train=0.204, alignment/train=0.0858, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 49%|████▉ | 229/469 [00:21<00:23, 10.42it/s, v_num=9, loss/train=0.147, alignment/train=0.0737, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 49%|████▉ | 230/469 [00:22<00:22, 10.44it/s, v_num=9, loss/train=0.147, alignment/train=0.0737, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 49%|████▉ | 230/469 [00:22<00:22, 10.44it/s, v_num=9, loss/train=0.177, alignment/train=0.0726, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 49%|████▉ | 231/469 [00:22<00:22, 10.45it/s, v_num=9, loss/train=0.177, alignment/train=0.0726, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 49%|████▉ | 231/469 [00:22<00:22, 10.45it/s, v_num=9, loss/train=0.201, alignment/train=0.0915, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 49%|████▉ | 232/469 [00:22<00:22, 10.47it/s, v_num=9, loss/train=0.201, alignment/train=0.0915, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 49%|████▉ | 232/469 [00:22<00:22, 10.47it/s, v_num=9, loss/train=0.152, alignment/train=0.0777, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 50%|████▉ | 233/469 [00:22<00:22, 10.47it/s, v_num=9, loss/train=0.152, alignment/train=0.0777, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 50%|████▉ | 233/469 [00:22<00:22, 10.47it/s, v_num=9, loss/train=0.183, alignment/train=0.0737, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 50%|████▉ | 234/469 [00:22<00:22, 10.47it/s, v_num=9, loss/train=0.183, alignment/train=0.0737, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 50%|████▉ | 234/469 [00:22<00:22, 10.47it/s, v_num=9, loss/train=0.161, alignment/train=0.0715, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 50%|█████ | 235/469 [00:22<00:22, 10.47it/s, v_num=9, loss/train=0.161, alignment/train=0.0715, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 50%|█████ | 235/469 [00:22<00:22, 10.47it/s, v_num=9, loss/train=0.169, alignment/train=0.0822, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 50%|█████ | 236/469 [00:22<00:22, 10.45it/s, v_num=9, loss/train=0.169, alignment/train=0.0822, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 50%|█████ | 236/469 [00:22<00:22, 10.45it/s, v_num=9, loss/train=0.174, alignment/train=0.0909, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 51%|█████ | 237/469 [00:22<00:22, 10.45it/s, v_num=9, loss/train=0.174, alignment/train=0.0909, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 51%|█████ | 237/469 [00:22<00:22, 10.45it/s, v_num=9, loss/train=0.199, alignment/train=0.0895, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 51%|█████ | 238/469 [00:22<00:22, 10.45it/s, v_num=9, loss/train=0.199, alignment/train=0.0895, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 51%|█████ | 238/469 [00:22<00:22, 10.45it/s, v_num=9, loss/train=0.233, alignment/train=0.0843, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 51%|█████ | 239/469 [00:22<00:22, 10.45it/s, v_num=9, loss/train=0.233, alignment/train=0.0843, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 51%|█████ | 239/469 [00:22<00:22, 10.45it/s, v_num=9, loss/train=0.166, alignment/train=0.0749, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 51%|█████ | 240/469 [00:22<00:21, 10.47it/s, v_num=9, loss/train=0.166, alignment/train=0.0749, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 51%|█████ | 240/469 [00:22<00:21, 10.47it/s, v_num=9, loss/train=0.170, alignment/train=0.0857, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 51%|█████▏ | 241/469 [00:22<00:21, 10.48it/s, v_num=9, loss/train=0.170, alignment/train=0.0857, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 51%|█████▏ | 241/469 [00:22<00:21, 10.48it/s, v_num=9, loss/train=0.207, alignment/train=0.0826, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 52%|█████▏ | 242/469 [00:23<00:21, 10.49it/s, v_num=9, loss/train=0.207, alignment/train=0.0826, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 52%|█████▏ | 242/469 [00:23<00:21, 10.49it/s, v_num=9, loss/train=0.207, alignment/train=0.0885, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 52%|█████▏ | 243/469 [00:23<00:21, 10.48it/s, v_num=9, loss/train=0.207, alignment/train=0.0885, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 52%|█████▏ | 243/469 [00:23<00:21, 10.48it/s, v_num=9, loss/train=0.167, alignment/train=0.0727, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 52%|█████▏ | 244/469 [00:23<00:21, 10.49it/s, v_num=9, loss/train=0.167, alignment/train=0.0727, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 52%|█████▏ | 244/469 [00:23<00:21, 10.49it/s, v_num=9, loss/train=0.185, alignment/train=0.0813, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 52%|█████▏ | 245/469 [00:23<00:21, 10.48it/s, v_num=9, loss/train=0.185, alignment/train=0.0813, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 52%|█████▏ | 245/469 [00:23<00:21, 10.48it/s, v_num=9, loss/train=0.185, alignment/train=0.082, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 52%|█████▏ | 246/469 [00:23<00:21, 10.47it/s, v_num=9, loss/train=0.185, alignment/train=0.082, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 52%|█████▏ | 246/469 [00:23<00:21, 10.47it/s, v_num=9, loss/train=0.161, alignment/train=0.0766, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 53%|█████▎ | 247/469 [00:23<00:21, 10.49it/s, v_num=9, loss/train=0.161, alignment/train=0.0766, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 53%|█████▎ | 247/469 [00:23<00:21, 10.49it/s, v_num=9, loss/train=0.195, alignment/train=0.081, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 53%|█████▎ | 248/469 [00:23<00:21, 10.50it/s, v_num=9, loss/train=0.195, alignment/train=0.081, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 53%|█████▎ | 248/469 [00:23<00:21, 10.49it/s, v_num=9, loss/train=0.190, alignment/train=0.0769, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 53%|█████▎ | 249/469 [00:23<00:20, 10.49it/s, v_num=9, loss/train=0.190, alignment/train=0.0769, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 53%|█████▎ | 249/469 [00:23<00:20, 10.49it/s, v_num=9, loss/train=0.182, alignment/train=0.0859, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 53%|█████▎ | 250/469 [00:23<00:20, 10.49it/s, v_num=9, loss/train=0.182, alignment/train=0.0859, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 53%|█████▎ | 250/469 [00:23<00:20, 10.49it/s, v_num=9, loss/train=0.217, alignment/train=0.0844, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 54%|█████▎ | 251/469 [00:23<00:20, 10.50it/s, v_num=9, loss/train=0.217, alignment/train=0.0844, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 54%|█████▎ | 251/469 [00:23<00:20, 10.50it/s, v_num=9, loss/train=0.225, alignment/train=0.0989, uniformity/train=-3.53, contrastive_acc/train=0.988, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 54%|█████▎ | 252/469 [00:23<00:20, 10.51it/s, v_num=9, loss/train=0.225, alignment/train=0.0989, uniformity/train=-3.53, contrastive_acc/train=0.988, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 54%|█████▎ | 252/469 [00:23<00:20, 10.50it/s, v_num=9, loss/train=0.154, alignment/train=0.0713, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 54%|█████▍ | 253/469 [00:24<00:20, 10.52it/s, v_num=9, loss/train=0.154, alignment/train=0.0713, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 54%|█████▍ | 253/469 [00:24<00:20, 10.52it/s, v_num=9, loss/train=0.158, alignment/train=0.0774, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 54%|█████▍ | 254/469 [00:24<00:20, 10.52it/s, v_num=9, loss/train=0.158, alignment/train=0.0774, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 54%|█████▍ | 254/469 [00:24<00:20, 10.52it/s, v_num=9, loss/train=0.160, alignment/train=0.0721, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 54%|█████▍ | 255/469 [00:24<00:20, 10.51it/s, v_num=9, loss/train=0.160, alignment/train=0.0721, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 54%|█████▍ | 255/469 [00:24<00:20, 10.51it/s, v_num=9, loss/train=0.182, alignment/train=0.0788, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 55%|█████▍ | 256/469 [00:24<00:20, 10.52it/s, v_num=9, loss/train=0.182, alignment/train=0.0788, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 55%|█████▍ | 256/469 [00:24<00:20, 10.52it/s, v_num=9, loss/train=0.207, alignment/train=0.0808, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 55%|█████▍ | 257/469 [00:24<00:20, 10.52it/s, v_num=9, loss/train=0.207, alignment/train=0.0808, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 55%|█████▍ | 257/469 [00:24<00:20, 10.52it/s, v_num=9, loss/train=0.179, alignment/train=0.0912, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 55%|█████▌ | 258/469 [00:24<00:20, 10.52it/s, v_num=9, loss/train=0.179, alignment/train=0.0912, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 55%|█████▌ | 258/469 [00:24<00:20, 10.52it/s, v_num=9, loss/train=0.172, alignment/train=0.0821, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 55%|█████▌ | 259/469 [00:24<00:19, 10.52it/s, v_num=9, loss/train=0.172, alignment/train=0.0821, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 55%|█████▌ | 259/469 [00:24<00:19, 10.52it/s, v_num=9, loss/train=0.165, alignment/train=0.0839, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 55%|█████▌ | 260/469 [00:24<00:19, 10.53it/s, v_num=9, loss/train=0.165, alignment/train=0.0839, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 55%|█████▌ | 260/469 [00:24<00:19, 10.53it/s, v_num=9, loss/train=0.174, alignment/train=0.0718, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 56%|█████▌ | 261/469 [00:24<00:19, 10.55it/s, v_num=9, loss/train=0.174, alignment/train=0.0718, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 56%|█████▌ | 261/469 [00:24<00:19, 10.55it/s, v_num=9, loss/train=0.149, alignment/train=0.0703, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 56%|█████▌ | 262/469 [00:24<00:19, 10.55it/s, v_num=9, loss/train=0.149, alignment/train=0.0703, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 56%|█████▌ | 262/469 [00:24<00:19, 10.55it/s, v_num=9, loss/train=0.193, alignment/train=0.0744, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 56%|█████▌ | 263/469 [00:24<00:19, 10.53it/s, v_num=9, loss/train=0.193, alignment/train=0.0744, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 56%|█████▌ | 263/469 [00:24<00:19, 10.53it/s, v_num=9, loss/train=0.199, alignment/train=0.0929, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 56%|█████▋ | 264/469 [00:25<00:19, 10.54it/s, v_num=9, loss/train=0.199, alignment/train=0.0929, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 56%|█████▋ | 264/469 [00:25<00:19, 10.54it/s, v_num=9, loss/train=0.180, alignment/train=0.0907, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 57%|█████▋ | 265/469 [00:25<00:19, 10.54it/s, v_num=9, loss/train=0.180, alignment/train=0.0907, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 57%|█████▋ | 265/469 [00:25<00:19, 10.54it/s, v_num=9, loss/train=0.154, alignment/train=0.0789, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 57%|█████▋ | 266/469 [00:25<00:19, 10.56it/s, v_num=9, loss/train=0.154, alignment/train=0.0789, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 57%|█████▋ | 266/469 [00:25<00:19, 10.56it/s, v_num=9, loss/train=0.180, alignment/train=0.0765, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 57%|█████▋ | 267/469 [00:25<00:19, 10.55it/s, v_num=9, loss/train=0.180, alignment/train=0.0765, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 57%|█████▋ | 267/469 [00:25<00:19, 10.55it/s, v_num=9, loss/train=0.167, alignment/train=0.0847, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 57%|█████▋ | 268/469 [00:25<00:19, 10.56it/s, v_num=9, loss/train=0.167, alignment/train=0.0847, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 57%|█████▋ | 268/469 [00:25<00:19, 10.56it/s, v_num=9, loss/train=0.182, alignment/train=0.0806, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 57%|█████▋ | 269/469 [00:25<00:18, 10.56it/s, v_num=9, loss/train=0.182, alignment/train=0.0806, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 57%|█████▋ | 269/469 [00:25<00:18, 10.56it/s, v_num=9, loss/train=0.150, alignment/train=0.0855, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 58%|█████▊ | 270/469 [00:25<00:18, 10.55it/s, v_num=9, loss/train=0.150, alignment/train=0.0855, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 58%|█████▊ | 270/469 [00:25<00:18, 10.55it/s, v_num=9, loss/train=0.212, alignment/train=0.0946, uniformity/train=-3.53, contrastive_acc/train=0.984, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 58%|█████▊ | 271/469 [00:25<00:18, 10.55it/s, v_num=9, loss/train=0.212, alignment/train=0.0946, uniformity/train=-3.53, contrastive_acc/train=0.984, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 58%|█████▊ | 271/469 [00:25<00:18, 10.55it/s, v_num=9, loss/train=0.194, alignment/train=0.0777, uniformity/train=-3.54, contrastive_acc/train=0.984, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 58%|█████▊ | 272/469 [00:25<00:18, 10.56it/s, v_num=9, loss/train=0.194, alignment/train=0.0777, uniformity/train=-3.54, contrastive_acc/train=0.984, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 58%|█████▊ | 272/469 [00:25<00:18, 10.56it/s, v_num=9, loss/train=0.174, alignment/train=0.0854, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 58%|█████▊ | 273/469 [00:25<00:18, 10.57it/s, v_num=9, loss/train=0.174, alignment/train=0.0854, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 58%|█████▊ | 273/469 [00:25<00:18, 10.57it/s, v_num=9, loss/train=0.195, alignment/train=0.0735, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 58%|█████▊ | 274/469 [00:25<00:18, 10.57it/s, v_num=9, loss/train=0.195, alignment/train=0.0735, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 58%|█████▊ | 274/469 [00:25<00:18, 10.57it/s, v_num=9, loss/train=0.171, alignment/train=0.0864, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 59%|█████▊ | 275/469 [00:25<00:18, 10.58it/s, v_num=9, loss/train=0.171, alignment/train=0.0864, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 59%|█████▊ | 275/469 [00:25<00:18, 10.58it/s, v_num=9, loss/train=0.160, alignment/train=0.0736, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 59%|█████▉ | 276/469 [00:26<00:18, 10.58it/s, v_num=9, loss/train=0.160, alignment/train=0.0736, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 59%|█████▉ | 276/469 [00:26<00:18, 10.58it/s, v_num=9, loss/train=0.175, alignment/train=0.0765, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 59%|█████▉ | 277/469 [00:26<00:18, 10.60it/s, v_num=9, loss/train=0.175, alignment/train=0.0765, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 59%|█████▉ | 277/469 [00:26<00:18, 10.60it/s, v_num=9, loss/train=0.238, alignment/train=0.0846, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 59%|█████▉ | 278/469 [00:26<00:18, 10.57it/s, v_num=9, loss/train=0.238, alignment/train=0.0846, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 59%|█████▉ | 278/469 [00:26<00:18, 10.57it/s, v_num=9, loss/train=0.202, alignment/train=0.085, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 59%|█████▉ | 279/469 [00:26<00:17, 10.57it/s, v_num=9, loss/train=0.202, alignment/train=0.085, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 59%|█████▉ | 279/469 [00:26<00:17, 10.57it/s, v_num=9, loss/train=0.222, alignment/train=0.0742, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 60%|█████▉ | 280/469 [00:26<00:17, 10.57it/s, v_num=9, loss/train=0.222, alignment/train=0.0742, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 60%|█████▉ | 280/469 [00:26<00:17, 10.57it/s, v_num=9, loss/train=0.214, alignment/train=0.0764, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 60%|█████▉ | 281/469 [00:26<00:17, 10.58it/s, v_num=9, loss/train=0.214, alignment/train=0.0764, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 60%|█████▉ | 281/469 [00:26<00:17, 10.58it/s, v_num=9, loss/train=0.164, alignment/train=0.0786, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 60%|██████ | 282/469 [00:26<00:17, 10.59it/s, v_num=9, loss/train=0.164, alignment/train=0.0786, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 60%|██████ | 282/469 [00:26<00:17, 10.59it/s, v_num=9, loss/train=0.161, alignment/train=0.0891, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 60%|██████ | 283/469 [00:26<00:17, 10.61it/s, v_num=9, loss/train=0.161, alignment/train=0.0891, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 60%|██████ | 283/469 [00:26<00:17, 10.61it/s, v_num=9, loss/train=0.155, alignment/train=0.077, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 61%|██████ | 284/469 [00:26<00:17, 10.62it/s, v_num=9, loss/train=0.155, alignment/train=0.077, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 61%|██████ | 284/469 [00:26<00:17, 10.62it/s, v_num=9, loss/train=0.195, alignment/train=0.0909, uniformity/train=-3.54, contrastive_acc/train=0.988, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 61%|██████ | 285/469 [00:26<00:17, 10.58it/s, v_num=9, loss/train=0.195, alignment/train=0.0909, uniformity/train=-3.54, contrastive_acc/train=0.988, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 61%|██████ | 285/469 [00:26<00:17, 10.58it/s, v_num=9, loss/train=0.182, alignment/train=0.083, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 61%|██████ | 286/469 [00:27<00:17, 10.58it/s, v_num=9, loss/train=0.182, alignment/train=0.083, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 61%|██████ | 286/469 [00:27<00:17, 10.58it/s, v_num=9, loss/train=0.181, alignment/train=0.0833, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 61%|██████ | 287/469 [00:27<00:17, 10.60it/s, v_num=9, loss/train=0.181, alignment/train=0.0833, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 61%|██████ | 287/469 [00:27<00:17, 10.60it/s, v_num=9, loss/train=0.200, alignment/train=0.0807, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 61%|██████▏ | 288/469 [00:27<00:17, 10.58it/s, v_num=9, loss/train=0.200, alignment/train=0.0807, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 61%|██████▏ | 288/469 [00:27<00:17, 10.58it/s, v_num=9, loss/train=0.163, alignment/train=0.0732, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 62%|██████▏ | 289/469 [00:27<00:16, 10.59it/s, v_num=9, loss/train=0.163, alignment/train=0.0732, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 62%|██████▏ | 289/469 [00:27<00:16, 10.59it/s, v_num=9, loss/train=0.162, alignment/train=0.0844, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 62%|██████▏ | 290/469 [00:27<00:16, 10.60it/s, v_num=9, loss/train=0.162, alignment/train=0.0844, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 62%|██████▏ | 290/469 [00:27<00:16, 10.60it/s, v_num=9, loss/train=0.236, alignment/train=0.0855, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 62%|██████▏ | 291/469 [00:27<00:16, 10.62it/s, v_num=9, loss/train=0.236, alignment/train=0.0855, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 62%|██████▏ | 291/469 [00:27<00:16, 10.62it/s, v_num=9, loss/train=0.183, alignment/train=0.0818, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 62%|██████▏ | 292/469 [00:27<00:16, 10.61it/s, v_num=9, loss/train=0.183, alignment/train=0.0818, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 62%|██████▏ | 292/469 [00:27<00:16, 10.61it/s, v_num=9, loss/train=0.180, alignment/train=0.0789, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 62%|██████▏ | 293/469 [00:27<00:16, 10.60it/s, v_num=9, loss/train=0.180, alignment/train=0.0789, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 62%|██████▏ | 293/469 [00:27<00:16, 10.60it/s, v_num=9, loss/train=0.213, alignment/train=0.0768, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 63%|██████▎ | 294/469 [00:27<00:16, 10.60it/s, v_num=9, loss/train=0.213, alignment/train=0.0768, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 63%|██████▎ | 294/469 [00:27<00:16, 10.60it/s, v_num=9, loss/train=0.176, alignment/train=0.0795, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 63%|██████▎ | 295/469 [00:27<00:16, 10.61it/s, v_num=9, loss/train=0.176, alignment/train=0.0795, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 63%|██████▎ | 295/469 [00:27<00:16, 10.61it/s, v_num=9, loss/train=0.162, alignment/train=0.0677, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 63%|██████▎ | 296/469 [00:27<00:16, 10.61it/s, v_num=9, loss/train=0.162, alignment/train=0.0677, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 63%|██████▎ | 296/469 [00:27<00:16, 10.61it/s, v_num=9, loss/train=0.169, alignment/train=0.0817, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 63%|██████▎ | 297/469 [00:27<00:16, 10.62it/s, v_num=9, loss/train=0.169, alignment/train=0.0817, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 63%|██████▎ | 297/469 [00:27<00:16, 10.62it/s, v_num=9, loss/train=0.237, alignment/train=0.0813, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 64%|██████▎ | 298/469 [00:28<00:16, 10.61it/s, v_num=9, loss/train=0.237, alignment/train=0.0813, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 64%|██████▎ | 298/469 [00:28<00:16, 10.61it/s, v_num=9, loss/train=0.161, alignment/train=0.0772, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 64%|██████▍ | 299/469 [00:28<00:16, 10.61it/s, v_num=9, loss/train=0.161, alignment/train=0.0772, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 64%|██████▍ | 299/469 [00:28<00:16, 10.61it/s, v_num=9, loss/train=0.192, alignment/train=0.0756, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 64%|██████▍ | 300/469 [00:28<00:15, 10.63it/s, v_num=9, loss/train=0.192, alignment/train=0.0756, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 64%|██████▍ | 300/469 [00:28<00:15, 10.63it/s, v_num=9, loss/train=0.165, alignment/train=0.0894, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 64%|██████▍ | 301/469 [00:28<00:15, 10.64it/s, v_num=9, loss/train=0.165, alignment/train=0.0894, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 64%|██████▍ | 301/469 [00:28<00:15, 10.64it/s, v_num=9, loss/train=0.168, alignment/train=0.0747, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 64%|██████▍ | 302/469 [00:28<00:15, 10.64it/s, v_num=9, loss/train=0.168, alignment/train=0.0747, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 64%|██████▍ | 302/469 [00:28<00:15, 10.64it/s, v_num=9, loss/train=0.163, alignment/train=0.078, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 65%|██████▍ | 303/469 [00:28<00:15, 10.63it/s, v_num=9, loss/train=0.163, alignment/train=0.078, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 65%|██████▍ | 303/469 [00:28<00:15, 10.63it/s, v_num=9, loss/train=0.216, alignment/train=0.0803, uniformity/train=-3.53, contrastive_acc/train=0.988, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 65%|██████▍ | 304/469 [00:28<00:15, 10.63it/s, v_num=9, loss/train=0.216, alignment/train=0.0803, uniformity/train=-3.53, contrastive_acc/train=0.988, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 65%|██████▍ | 304/469 [00:28<00:15, 10.63it/s, v_num=9, loss/train=0.167, alignment/train=0.0719, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 65%|██████▌ | 305/469 [00:28<00:15, 10.62it/s, v_num=9, loss/train=0.167, alignment/train=0.0719, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 65%|██████▌ | 305/469 [00:28<00:15, 10.62it/s, v_num=9, loss/train=0.160, alignment/train=0.086, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 65%|██████▌ | 306/469 [00:28<00:15, 10.63it/s, v_num=9, loss/train=0.160, alignment/train=0.086, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 65%|██████▌ | 306/469 [00:28<00:15, 10.63it/s, v_num=9, loss/train=0.159, alignment/train=0.073, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 65%|██████▌ | 307/469 [00:28<00:15, 10.64it/s, v_num=9, loss/train=0.159, alignment/train=0.073, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 65%|██████▌ | 307/469 [00:28<00:15, 10.64it/s, v_num=9, loss/train=0.164, alignment/train=0.074, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 66%|██████▌ | 308/469 [00:28<00:15, 10.66it/s, v_num=9, loss/train=0.164, alignment/train=0.074, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 66%|██████▌ | 308/469 [00:28<00:15, 10.66it/s, v_num=9, loss/train=0.182, alignment/train=0.0703, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 66%|██████▌ | 309/469 [00:28<00:15, 10.66it/s, v_num=9, loss/train=0.182, alignment/train=0.0703, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 66%|██████▌ | 309/469 [00:28<00:15, 10.66it/s, v_num=9, loss/train=0.182, alignment/train=0.079, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 66%|██████▌ | 310/469 [00:29<00:14, 10.64it/s, v_num=9, loss/train=0.182, alignment/train=0.079, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 66%|██████▌ | 310/469 [00:29<00:14, 10.64it/s, v_num=9, loss/train=0.165, alignment/train=0.0787, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 66%|██████▋ | 311/469 [00:29<00:14, 10.64it/s, v_num=9, loss/train=0.165, alignment/train=0.0787, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 66%|██████▋ | 311/469 [00:29<00:14, 10.64it/s, v_num=9, loss/train=0.185, alignment/train=0.0824, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 67%|██████▋ | 312/469 [00:29<00:14, 10.65it/s, v_num=9, loss/train=0.185, alignment/train=0.0824, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 67%|██████▋ | 312/469 [00:29<00:14, 10.65it/s, v_num=9, loss/train=0.189, alignment/train=0.0863, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 67%|██████▋ | 313/469 [00:29<00:14, 10.65it/s, v_num=9, loss/train=0.189, alignment/train=0.0863, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 67%|██████▋ | 313/469 [00:29<00:14, 10.65it/s, v_num=9, loss/train=0.213, alignment/train=0.0923, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 67%|██████▋ | 314/469 [00:29<00:14, 10.63it/s, v_num=9, loss/train=0.213, alignment/train=0.0923, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 67%|██████▋ | 314/469 [00:29<00:14, 10.63it/s, v_num=9, loss/train=0.196, alignment/train=0.0741, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 67%|██████▋ | 315/469 [00:29<00:14, 10.64it/s, v_num=9, loss/train=0.196, alignment/train=0.0741, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 67%|██████▋ | 315/469 [00:29<00:14, 10.64it/s, v_num=9, loss/train=0.207, alignment/train=0.0968, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 67%|██████▋ | 316/469 [00:29<00:14, 10.65it/s, v_num=9, loss/train=0.207, alignment/train=0.0968, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 67%|██████▋ | 316/469 [00:29<00:14, 10.65it/s, v_num=9, loss/train=0.155, alignment/train=0.0804, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 68%|██████▊ | 317/469 [00:29<00:14, 10.65it/s, v_num=9, loss/train=0.155, alignment/train=0.0804, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 68%|██████▊ | 317/469 [00:29<00:14, 10.65it/s, v_num=9, loss/train=0.214, alignment/train=0.0886, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 68%|██████▊ | 318/469 [00:29<00:14, 10.66it/s, v_num=9, loss/train=0.214, alignment/train=0.0886, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 68%|██████▊ | 318/469 [00:29<00:14, 10.65it/s, v_num=9, loss/train=0.176, alignment/train=0.077, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 68%|██████▊ | 319/469 [00:29<00:14, 10.67it/s, v_num=9, loss/train=0.176, alignment/train=0.077, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 68%|██████▊ | 319/469 [00:29<00:14, 10.67it/s, v_num=9, loss/train=0.210, alignment/train=0.0742, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 68%|██████▊ | 320/469 [00:29<00:13, 10.67it/s, v_num=9, loss/train=0.210, alignment/train=0.0742, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 68%|██████▊ | 320/469 [00:29<00:13, 10.67it/s, v_num=9, loss/train=0.164, alignment/train=0.0765, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 68%|██████▊ | 321/469 [00:30<00:13, 10.67it/s, v_num=9, loss/train=0.164, alignment/train=0.0765, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 68%|██████▊ | 321/469 [00:30<00:13, 10.67it/s, v_num=9, loss/train=0.247, alignment/train=0.0931, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 69%|██████▊ | 322/469 [00:30<00:13, 10.68it/s, v_num=9, loss/train=0.247, alignment/train=0.0931, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 69%|██████▊ | 322/469 [00:30<00:13, 10.68it/s, v_num=9, loss/train=0.215, alignment/train=0.0929, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 69%|██████▉ | 323/469 [00:30<00:13, 10.67it/s, v_num=9, loss/train=0.215, alignment/train=0.0929, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 69%|██████▉ | 323/469 [00:30<00:13, 10.67it/s, v_num=9, loss/train=0.164, alignment/train=0.0752, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 69%|██████▉ | 324/469 [00:30<00:13, 10.66it/s, v_num=9, loss/train=0.164, alignment/train=0.0752, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 69%|██████▉ | 324/469 [00:30<00:13, 10.66it/s, v_num=9, loss/train=0.174, alignment/train=0.0791, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 69%|██████▉ | 325/469 [00:30<00:13, 10.67it/s, v_num=9, loss/train=0.174, alignment/train=0.0791, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 69%|██████▉ | 325/469 [00:30<00:13, 10.67it/s, v_num=9, loss/train=0.156, alignment/train=0.073, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 70%|██████▉ | 326/469 [00:30<00:13, 10.68it/s, v_num=9, loss/train=0.156, alignment/train=0.073, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 70%|██████▉ | 326/469 [00:30<00:13, 10.68it/s, v_num=9, loss/train=0.156, alignment/train=0.0743, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 70%|██████▉ | 327/469 [00:30<00:13, 10.67it/s, v_num=9, loss/train=0.156, alignment/train=0.0743, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 70%|██████▉ | 327/469 [00:30<00:13, 10.67it/s, v_num=9, loss/train=0.180, alignment/train=0.075, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 70%|██████▉ | 328/469 [00:30<00:13, 10.68it/s, v_num=9, loss/train=0.180, alignment/train=0.075, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 70%|██████▉ | 328/469 [00:30<00:13, 10.68it/s, v_num=9, loss/train=0.165, alignment/train=0.0821, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 70%|███████ | 329/469 [00:30<00:13, 10.67it/s, v_num=9, loss/train=0.165, alignment/train=0.0821, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 70%|███████ | 329/469 [00:30<00:13, 10.67it/s, v_num=9, loss/train=0.222, alignment/train=0.0773, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 70%|███████ | 330/469 [00:30<00:13, 10.66it/s, v_num=9, loss/train=0.222, alignment/train=0.0773, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 70%|███████ | 330/469 [00:30<00:13, 10.66it/s, v_num=9, loss/train=0.178, alignment/train=0.0814, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 71%|███████ | 331/469 [00:31<00:12, 10.67it/s, v_num=9, loss/train=0.178, alignment/train=0.0814, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 71%|███████ | 331/469 [00:31<00:12, 10.67it/s, v_num=9, loss/train=0.204, alignment/train=0.0742, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 71%|███████ | 332/469 [00:31<00:12, 10.68it/s, v_num=9, loss/train=0.204, alignment/train=0.0742, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 71%|███████ | 332/469 [00:31<00:12, 10.68it/s, v_num=9, loss/train=0.164, alignment/train=0.0836, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 71%|███████ | 333/469 [00:31<00:12, 10.69it/s, v_num=9, loss/train=0.164, alignment/train=0.0836, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 71%|███████ | 333/469 [00:31<00:12, 10.69it/s, v_num=9, loss/train=0.175, alignment/train=0.0827, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 71%|███████ | 334/469 [00:31<00:12, 10.68it/s, v_num=9, loss/train=0.175, alignment/train=0.0827, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 71%|███████ | 334/469 [00:31<00:12, 10.68it/s, v_num=9, loss/train=0.189, alignment/train=0.0854, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 71%|███████▏ | 335/469 [00:31<00:12, 10.68it/s, v_num=9, loss/train=0.189, alignment/train=0.0854, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 71%|███████▏ | 335/469 [00:31<00:12, 10.68it/s, v_num=9, loss/train=0.190, alignment/train=0.0851, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 72%|███████▏ | 336/469 [00:31<00:12, 10.69it/s, v_num=9, loss/train=0.190, alignment/train=0.0851, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 72%|███████▏ | 336/469 [00:31<00:12, 10.69it/s, v_num=9, loss/train=0.198, alignment/train=0.0956, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 72%|███████▏ | 337/469 [00:31<00:12, 10.70it/s, v_num=9, loss/train=0.198, alignment/train=0.0956, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 72%|███████▏ | 337/469 [00:31<00:12, 10.70it/s, v_num=9, loss/train=0.169, alignment/train=0.078, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 72%|███████▏ | 338/469 [00:31<00:12, 10.71it/s, v_num=9, loss/train=0.169, alignment/train=0.078, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 72%|███████▏ | 338/469 [00:31<00:12, 10.71it/s, v_num=9, loss/train=0.180, alignment/train=0.0797, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 72%|███████▏ | 339/469 [00:31<00:12, 10.68it/s, v_num=9, loss/train=0.180, alignment/train=0.0797, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 72%|███████▏ | 339/469 [00:31<00:12, 10.68it/s, v_num=9, loss/train=0.168, alignment/train=0.0686, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 72%|███████▏ | 340/469 [00:31<00:12, 10.68it/s, v_num=9, loss/train=0.168, alignment/train=0.0686, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 72%|███████▏ | 340/469 [00:31<00:12, 10.68it/s, v_num=9, loss/train=0.171, alignment/train=0.0833, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 73%|███████▎ | 341/469 [00:31<00:11, 10.69it/s, v_num=9, loss/train=0.171, alignment/train=0.0833, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 73%|███████▎ | 341/469 [00:31<00:11, 10.69it/s, v_num=9, loss/train=0.174, alignment/train=0.0728, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 73%|███████▎ | 342/469 [00:31<00:11, 10.71it/s, v_num=9, loss/train=0.174, alignment/train=0.0728, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 73%|███████▎ | 342/469 [00:31<00:11, 10.71it/s, v_num=9, loss/train=0.163, alignment/train=0.0806, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 73%|███████▎ | 343/469 [00:32<00:11, 10.70it/s, v_num=9, loss/train=0.163, alignment/train=0.0806, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 73%|███████▎ | 343/469 [00:32<00:11, 10.70it/s, v_num=9, loss/train=0.169, alignment/train=0.0825, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 73%|███████▎ | 344/469 [00:32<00:11, 10.69it/s, v_num=9, loss/train=0.169, alignment/train=0.0825, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 73%|███████▎ | 344/469 [00:32<00:11, 10.69it/s, v_num=9, loss/train=0.178, alignment/train=0.0754, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 74%|███████▎ | 345/469 [00:32<00:11, 10.70it/s, v_num=9, loss/train=0.178, alignment/train=0.0754, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 74%|███████▎ | 345/469 [00:32<00:11, 10.70it/s, v_num=9, loss/train=0.163, alignment/train=0.0765, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 74%|███████▍ | 346/469 [00:32<00:11, 10.68it/s, v_num=9, loss/train=0.163, alignment/train=0.0765, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 74%|███████▍ | 346/469 [00:32<00:11, 10.68it/s, v_num=9, loss/train=0.196, alignment/train=0.0744, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 74%|███████▍ | 347/469 [00:32<00:11, 10.69it/s, v_num=9, loss/train=0.196, alignment/train=0.0744, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 74%|███████▍ | 347/469 [00:32<00:11, 10.69it/s, v_num=9, loss/train=0.191, alignment/train=0.0791, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 74%|███████▍ | 348/469 [00:32<00:11, 10.71it/s, v_num=9, loss/train=0.191, alignment/train=0.0791, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 74%|███████▍ | 348/469 [00:32<00:11, 10.71it/s, v_num=9, loss/train=0.162, alignment/train=0.0772, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 74%|███████▍ | 349/469 [00:32<00:11, 10.70it/s, v_num=9, loss/train=0.162, alignment/train=0.0772, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 74%|███████▍ | 349/469 [00:32<00:11, 10.70it/s, v_num=9, loss/train=0.192, alignment/train=0.080, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 75%|███████▍ | 350/469 [00:32<00:11, 10.71it/s, v_num=9, loss/train=0.192, alignment/train=0.080, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 75%|███████▍ | 350/469 [00:32<00:11, 10.71it/s, v_num=9, loss/train=0.181, alignment/train=0.0901, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 75%|███████▍ | 351/469 [00:32<00:11, 10.71it/s, v_num=9, loss/train=0.181, alignment/train=0.0901, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 75%|███████▍ | 351/469 [00:32<00:11, 10.71it/s, v_num=9, loss/train=0.191, alignment/train=0.0818, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 75%|███████▌ | 352/469 [00:32<00:10, 10.71it/s, v_num=9, loss/train=0.191, alignment/train=0.0818, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 75%|███████▌ | 352/469 [00:32<00:10, 10.71it/s, v_num=9, loss/train=0.198, alignment/train=0.0801, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 75%|███████▌ | 353/469 [00:32<00:10, 10.71it/s, v_num=9, loss/train=0.198, alignment/train=0.0801, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 75%|███████▌ | 353/469 [00:32<00:10, 10.71it/s, v_num=9, loss/train=0.169, alignment/train=0.075, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 75%|███████▌ | 354/469 [00:33<00:10, 10.72it/s, v_num=9, loss/train=0.169, alignment/train=0.075, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 75%|███████▌ | 354/469 [00:33<00:10, 10.72it/s, v_num=9, loss/train=0.162, alignment/train=0.0698, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 76%|███████▌ | 355/469 [00:33<00:10, 10.72it/s, v_num=9, loss/train=0.162, alignment/train=0.0698, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 76%|███████▌ | 355/469 [00:33<00:10, 10.72it/s, v_num=9, loss/train=0.190, alignment/train=0.0726, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 76%|███████▌ | 356/469 [00:33<00:10, 10.72it/s, v_num=9, loss/train=0.190, alignment/train=0.0726, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 76%|███████▌ | 356/469 [00:33<00:10, 10.72it/s, v_num=9, loss/train=0.172, alignment/train=0.0696, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 76%|███████▌ | 357/469 [00:33<00:10, 10.72it/s, v_num=9, loss/train=0.172, alignment/train=0.0696, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 76%|███████▌ | 357/469 [00:33<00:10, 10.72it/s, v_num=9, loss/train=0.169, alignment/train=0.0755, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 76%|███████▋ | 358/469 [00:33<00:10, 10.72it/s, v_num=9, loss/train=0.169, alignment/train=0.0755, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 76%|███████▋ | 358/469 [00:33<00:10, 10.72it/s, v_num=9, loss/train=0.177, alignment/train=0.0773, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 77%|███████▋ | 359/469 [00:33<00:10, 10.71it/s, v_num=9, loss/train=0.177, alignment/train=0.0773, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 77%|███████▋ | 359/469 [00:33<00:10, 10.71it/s, v_num=9, loss/train=0.215, alignment/train=0.088, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 77%|███████▋ | 360/469 [00:33<00:10, 10.72it/s, v_num=9, loss/train=0.215, alignment/train=0.088, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 77%|███████▋ | 360/469 [00:33<00:10, 10.72it/s, v_num=9, loss/train=0.183, alignment/train=0.0865, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 77%|███████▋ | 361/469 [00:33<00:10, 10.73it/s, v_num=9, loss/train=0.183, alignment/train=0.0865, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 77%|███████▋ | 361/469 [00:33<00:10, 10.73it/s, v_num=9, loss/train=0.197, alignment/train=0.078, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 77%|███████▋ | 362/469 [00:33<00:09, 10.73it/s, v_num=9, loss/train=0.197, alignment/train=0.078, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 77%|███████▋ | 362/469 [00:33<00:09, 10.73it/s, v_num=9, loss/train=0.183, alignment/train=0.0822, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 77%|███████▋ | 363/469 [00:33<00:09, 10.72it/s, v_num=9, loss/train=0.183, alignment/train=0.0822, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 77%|███████▋ | 363/469 [00:33<00:09, 10.72it/s, v_num=9, loss/train=0.192, alignment/train=0.0855, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 78%|███████▊ | 364/469 [00:33<00:09, 10.72it/s, v_num=9, loss/train=0.192, alignment/train=0.0855, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 78%|███████▊ | 364/469 [00:33<00:09, 10.72it/s, v_num=9, loss/train=0.200, alignment/train=0.087, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 78%|███████▊ | 365/469 [00:34<00:09, 10.73it/s, v_num=9, loss/train=0.200, alignment/train=0.087, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 78%|███████▊ | 365/469 [00:34<00:09, 10.73it/s, v_num=9, loss/train=0.203, alignment/train=0.0886, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 78%|███████▊ | 366/469 [00:34<00:09, 10.74it/s, v_num=9, loss/train=0.203, alignment/train=0.0886, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 78%|███████▊ | 366/469 [00:34<00:09, 10.74it/s, v_num=9, loss/train=0.173, alignment/train=0.0815, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 78%|███████▊ | 367/469 [00:34<00:09, 10.75it/s, v_num=9, loss/train=0.173, alignment/train=0.0815, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 78%|███████▊ | 367/469 [00:34<00:09, 10.75it/s, v_num=9, loss/train=0.193, alignment/train=0.0781, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 78%|███████▊ | 368/469 [00:34<00:09, 10.74it/s, v_num=9, loss/train=0.193, alignment/train=0.0781, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 78%|███████▊ | 368/469 [00:34<00:09, 10.74it/s, v_num=9, loss/train=0.193, alignment/train=0.071, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 79%|███████▊ | 369/469 [00:34<00:09, 10.75it/s, v_num=9, loss/train=0.193, alignment/train=0.071, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 79%|███████▊ | 369/469 [00:34<00:09, 10.75it/s, v_num=9, loss/train=0.168, alignment/train=0.074, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 79%|███████▉ | 370/469 [00:34<00:09, 10.76it/s, v_num=9, loss/train=0.168, alignment/train=0.074, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 79%|███████▉ | 370/469 [00:34<00:09, 10.76it/s, v_num=9, loss/train=0.172, alignment/train=0.0667, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 79%|███████▉ | 371/469 [00:34<00:09, 10.76it/s, v_num=9, loss/train=0.172, alignment/train=0.0667, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 79%|███████▉ | 371/469 [00:34<00:09, 10.76it/s, v_num=9, loss/train=0.175, alignment/train=0.0754, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 79%|███████▉ | 372/469 [00:34<00:09, 10.72it/s, v_num=9, loss/train=0.175, alignment/train=0.0754, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 79%|███████▉ | 372/469 [00:34<00:09, 10.72it/s, v_num=9, loss/train=0.174, alignment/train=0.0832, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 80%|███████▉ | 373/469 [00:34<00:08, 10.73it/s, v_num=9, loss/train=0.174, alignment/train=0.0832, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 80%|███████▉ | 373/469 [00:34<00:08, 10.73it/s, v_num=9, loss/train=0.172, alignment/train=0.0814, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 80%|███████▉ | 374/469 [00:34<00:08, 10.74it/s, v_num=9, loss/train=0.172, alignment/train=0.0814, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 80%|███████▉ | 374/469 [00:34<00:08, 10.74it/s, v_num=9, loss/train=0.205, alignment/train=0.0908, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 80%|███████▉ | 375/469 [00:34<00:08, 10.75it/s, v_num=9, loss/train=0.205, alignment/train=0.0908, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 80%|███████▉ | 375/469 [00:34<00:08, 10.75it/s, v_num=9, loss/train=0.206, alignment/train=0.0761, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 80%|████████ | 376/469 [00:34<00:08, 10.75it/s, v_num=9, loss/train=0.206, alignment/train=0.0761, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 80%|████████ | 376/469 [00:34<00:08, 10.74it/s, v_num=9, loss/train=0.196, alignment/train=0.0885, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 80%|████████ | 377/469 [00:35<00:08, 10.72it/s, v_num=9, loss/train=0.196, alignment/train=0.0885, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 80%|████████ | 377/469 [00:35<00:08, 10.72it/s, v_num=9, loss/train=0.145, alignment/train=0.0777, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 81%|████████ | 378/469 [00:35<00:08, 10.73it/s, v_num=9, loss/train=0.145, alignment/train=0.0777, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 81%|████████ | 378/469 [00:35<00:08, 10.73it/s, v_num=9, loss/train=0.172, alignment/train=0.0694, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 81%|████████ | 379/469 [00:35<00:08, 10.74it/s, v_num=9, loss/train=0.172, alignment/train=0.0694, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 81%|████████ | 379/469 [00:35<00:08, 10.74it/s, v_num=9, loss/train=0.185, alignment/train=0.0801, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 81%|████████ | 380/469 [00:35<00:08, 10.75it/s, v_num=9, loss/train=0.185, alignment/train=0.0801, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 81%|████████ | 380/469 [00:35<00:08, 10.75it/s, v_num=9, loss/train=0.184, alignment/train=0.0804, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 81%|████████ | 381/469 [00:35<00:08, 10.76it/s, v_num=9, loss/train=0.184, alignment/train=0.0804, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 81%|████████ | 381/469 [00:35<00:08, 10.76it/s, v_num=9, loss/train=0.204, alignment/train=0.0881, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 81%|████████▏ | 382/469 [00:35<00:08, 10.72it/s, v_num=9, loss/train=0.204, alignment/train=0.0881, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 81%|████████▏ | 382/469 [00:35<00:08, 10.72it/s, v_num=9, loss/train=0.173, alignment/train=0.0744, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 82%|████████▏ | 383/469 [00:35<00:08, 10.73it/s, v_num=9, loss/train=0.173, alignment/train=0.0744, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 82%|████████▏ | 383/469 [00:35<00:08, 10.73it/s, v_num=9, loss/train=0.185, alignment/train=0.0879, uniformity/train=-3.58, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 82%|████████▏ | 384/469 [00:35<00:07, 10.74it/s, v_num=9, loss/train=0.185, alignment/train=0.0879, uniformity/train=-3.58, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 82%|████████▏ | 384/469 [00:35<00:07, 10.74it/s, v_num=9, loss/train=0.218, alignment/train=0.0925, uniformity/train=-3.53, contrastive_acc/train=0.984, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 82%|████████▏ | 385/469 [00:35<00:07, 10.74it/s, v_num=9, loss/train=0.218, alignment/train=0.0925, uniformity/train=-3.53, contrastive_acc/train=0.984, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 82%|████████▏ | 385/469 [00:35<00:07, 10.74it/s, v_num=9, loss/train=0.165, alignment/train=0.0791, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 82%|████████▏ | 386/469 [00:35<00:07, 10.75it/s, v_num=9, loss/train=0.165, alignment/train=0.0791, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 82%|████████▏ | 386/469 [00:35<00:07, 10.75it/s, v_num=9, loss/train=0.230, alignment/train=0.0926, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 83%|████████▎ | 387/469 [00:36<00:07, 10.75it/s, v_num=9, loss/train=0.230, alignment/train=0.0926, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 83%|████████▎ | 387/469 [00:36<00:07, 10.75it/s, v_num=9, loss/train=0.216, alignment/train=0.0951, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 83%|████████▎ | 388/469 [00:36<00:07, 10.75it/s, v_num=9, loss/train=0.216, alignment/train=0.0951, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 83%|████████▎ | 388/469 [00:36<00:07, 10.75it/s, v_num=9, loss/train=0.183, alignment/train=0.0978, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 83%|████████▎ | 389/469 [00:36<00:07, 10.76it/s, v_num=9, loss/train=0.183, alignment/train=0.0978, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 83%|████████▎ | 389/469 [00:36<00:07, 10.76it/s, v_num=9, loss/train=0.163, alignment/train=0.0873, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 83%|████████▎ | 390/469 [00:36<00:07, 10.75it/s, v_num=9, loss/train=0.163, alignment/train=0.0873, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 83%|████████▎ | 390/469 [00:36<00:07, 10.75it/s, v_num=9, loss/train=0.158, alignment/train=0.077, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 83%|████████▎ | 391/469 [00:36<00:07, 10.76it/s, v_num=9, loss/train=0.158, alignment/train=0.077, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 83%|████████▎ | 391/469 [00:36<00:07, 10.76it/s, v_num=9, loss/train=0.175, alignment/train=0.0724, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 84%|████████▎ | 392/469 [00:36<00:07, 10.75it/s, v_num=9, loss/train=0.175, alignment/train=0.0724, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 84%|████████▎ | 392/469 [00:36<00:07, 10.75it/s, v_num=9, loss/train=0.176, alignment/train=0.0794, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 84%|████████▍ | 393/469 [00:36<00:07, 10.75it/s, v_num=9, loss/train=0.176, alignment/train=0.0794, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 84%|████████▍ | 393/469 [00:36<00:07, 10.75it/s, v_num=9, loss/train=0.177, alignment/train=0.0744, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 84%|████████▍ | 394/469 [00:36<00:06, 10.76it/s, v_num=9, loss/train=0.177, alignment/train=0.0744, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 84%|████████▍ | 394/469 [00:36<00:06, 10.76it/s, v_num=9, loss/train=0.185, alignment/train=0.078, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 84%|████████▍ | 395/469 [00:36<00:06, 10.77it/s, v_num=9, loss/train=0.185, alignment/train=0.078, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 84%|████████▍ | 395/469 [00:36<00:06, 10.77it/s, v_num=9, loss/train=0.174, alignment/train=0.0888, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 84%|████████▍ | 396/469 [00:36<00:06, 10.78it/s, v_num=9, loss/train=0.174, alignment/train=0.0888, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 84%|████████▍ | 396/469 [00:36<00:06, 10.78it/s, v_num=9, loss/train=0.182, alignment/train=0.0773, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 85%|████████▍ | 397/469 [00:36<00:06, 10.78it/s, v_num=9, loss/train=0.182, alignment/train=0.0773, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 85%|████████▍ | 397/469 [00:36<00:06, 10.78it/s, v_num=9, loss/train=0.203, alignment/train=0.0845, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 85%|████████▍ | 398/469 [00:36<00:06, 10.77it/s, v_num=9, loss/train=0.203, alignment/train=0.0845, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 85%|████████▍ | 398/469 [00:36<00:06, 10.77it/s, v_num=9, loss/train=0.152, alignment/train=0.0707, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 85%|████████▌ | 399/469 [00:37<00:06, 10.76it/s, v_num=9, loss/train=0.152, alignment/train=0.0707, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 85%|████████▌ | 399/469 [00:37<00:06, 10.76it/s, v_num=9, loss/train=0.190, alignment/train=0.0759, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 85%|████████▌ | 400/469 [00:37<00:06, 10.74it/s, v_num=9, loss/train=0.190, alignment/train=0.0759, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 85%|████████▌ | 400/469 [00:37<00:06, 10.74it/s, v_num=9, loss/train=0.195, alignment/train=0.0803, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 86%|████████▌ | 401/469 [00:37<00:06, 10.75it/s, v_num=9, loss/train=0.195, alignment/train=0.0803, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 86%|████████▌ | 401/469 [00:37<00:06, 10.75it/s, v_num=9, loss/train=0.160, alignment/train=0.0797, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 86%|████████▌ | 402/469 [00:37<00:06, 10.76it/s, v_num=9, loss/train=0.160, alignment/train=0.0797, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 86%|████████▌ | 402/469 [00:37<00:06, 10.76it/s, v_num=9, loss/train=0.168, alignment/train=0.0818, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 86%|████████▌ | 403/469 [00:37<00:06, 10.77it/s, v_num=9, loss/train=0.168, alignment/train=0.0818, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 86%|████████▌ | 403/469 [00:37<00:06, 10.77it/s, v_num=9, loss/train=0.141, alignment/train=0.078, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 86%|████████▌ | 404/469 [00:37<00:06, 10.78it/s, v_num=9, loss/train=0.141, alignment/train=0.078, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 86%|████████▌ | 404/469 [00:37<00:06, 10.78it/s, v_num=9, loss/train=0.170, alignment/train=0.0756, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 86%|████████▋ | 405/469 [00:37<00:05, 10.75it/s, v_num=9, loss/train=0.170, alignment/train=0.0756, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 86%|████████▋ | 405/469 [00:37<00:05, 10.75it/s, v_num=9, loss/train=0.175, alignment/train=0.0767, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 87%|████████▋ | 406/469 [00:37<00:05, 10.76it/s, v_num=9, loss/train=0.175, alignment/train=0.0767, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 87%|████████▋ | 406/469 [00:37<00:05, 10.76it/s, v_num=9, loss/train=0.173, alignment/train=0.0749, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 87%|████████▋ | 407/469 [00:37<00:05, 10.76it/s, v_num=9, loss/train=0.173, alignment/train=0.0749, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 87%|████████▋ | 407/469 [00:37<00:05, 10.76it/s, v_num=9, loss/train=0.170, alignment/train=0.0721, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 87%|████████▋ | 408/469 [00:37<00:05, 10.76it/s, v_num=9, loss/train=0.170, alignment/train=0.0721, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 87%|████████▋ | 408/469 [00:37<00:05, 10.76it/s, v_num=9, loss/train=0.183, alignment/train=0.0671, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 87%|████████▋ | 409/469 [00:38<00:05, 10.76it/s, v_num=9, loss/train=0.183, alignment/train=0.0671, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 87%|████████▋ | 409/469 [00:38<00:05, 10.76it/s, v_num=9, loss/train=0.158, alignment/train=0.0834, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 87%|████████▋ | 410/469 [00:38<00:05, 10.77it/s, v_num=9, loss/train=0.158, alignment/train=0.0834, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 87%|████████▋ | 410/469 [00:38<00:05, 10.77it/s, v_num=9, loss/train=0.162, alignment/train=0.0732, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 88%|████████▊ | 411/469 [00:38<00:05, 10.77it/s, v_num=9, loss/train=0.162, alignment/train=0.0732, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 88%|████████▊ | 411/469 [00:38<00:05, 10.77it/s, v_num=9, loss/train=0.178, alignment/train=0.0779, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 88%|████████▊ | 412/469 [00:38<00:05, 10.77it/s, v_num=9, loss/train=0.178, alignment/train=0.0779, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 88%|████████▊ | 412/469 [00:38<00:05, 10.77it/s, v_num=9, loss/train=0.186, alignment/train=0.0685, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 88%|████████▊ | 413/469 [00:38<00:05, 10.77it/s, v_num=9, loss/train=0.186, alignment/train=0.0685, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 88%|████████▊ | 413/469 [00:38<00:05, 10.77it/s, v_num=9, loss/train=0.181, alignment/train=0.0752, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 88%|████████▊ | 414/469 [00:38<00:05, 10.77it/s, v_num=9, loss/train=0.181, alignment/train=0.0752, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 88%|████████▊ | 414/469 [00:38<00:05, 10.77it/s, v_num=9, loss/train=0.186, alignment/train=0.0811, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 88%|████████▊ | 415/469 [00:38<00:05, 10.78it/s, v_num=9, loss/train=0.186, alignment/train=0.0811, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 88%|████████▊ | 415/469 [00:38<00:05, 10.78it/s, v_num=9, loss/train=0.169, alignment/train=0.0773, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 89%|████████▊ | 416/469 [00:38<00:04, 10.78it/s, v_num=9, loss/train=0.169, alignment/train=0.0773, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 89%|████████▊ | 416/469 [00:38<00:04, 10.78it/s, v_num=9, loss/train=0.159, alignment/train=0.0716, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 89%|████████▉ | 417/469 [00:38<00:04, 10.77it/s, v_num=9, loss/train=0.159, alignment/train=0.0716, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 89%|████████▉ | 417/469 [00:38<00:04, 10.77it/s, v_num=9, loss/train=0.147, alignment/train=0.0724, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 89%|████████▉ | 418/469 [00:38<00:04, 10.77it/s, v_num=9, loss/train=0.147, alignment/train=0.0724, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 89%|████████▉ | 418/469 [00:38<00:04, 10.77it/s, v_num=9, loss/train=0.171, alignment/train=0.0758, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 89%|████████▉ | 419/469 [00:38<00:04, 10.78it/s, v_num=9, loss/train=0.171, alignment/train=0.0758, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 89%|████████▉ | 419/469 [00:38<00:04, 10.78it/s, v_num=9, loss/train=0.175, alignment/train=0.0705, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 90%|████████▉ | 420/469 [00:38<00:04, 10.79it/s, v_num=9, loss/train=0.175, alignment/train=0.0705, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 90%|████████▉ | 420/469 [00:38<00:04, 10.79it/s, v_num=9, loss/train=0.175, alignment/train=0.0804, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 90%|████████▉ | 421/469 [00:39<00:04, 10.79it/s, v_num=9, loss/train=0.175, alignment/train=0.0804, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 90%|████████▉ | 421/469 [00:39<00:04, 10.79it/s, v_num=9, loss/train=0.171, alignment/train=0.0769, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 90%|████████▉ | 422/469 [00:39<00:04, 10.78it/s, v_num=9, loss/train=0.171, alignment/train=0.0769, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 90%|████████▉ | 422/469 [00:39<00:04, 10.78it/s, v_num=9, loss/train=0.182, alignment/train=0.0677, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 90%|█████████ | 423/469 [00:39<00:04, 10.78it/s, v_num=9, loss/train=0.182, alignment/train=0.0677, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 90%|█████████ | 423/469 [00:39<00:04, 10.78it/s, v_num=9, loss/train=0.168, alignment/train=0.0761, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 90%|█████████ | 424/469 [00:39<00:04, 10.79it/s, v_num=9, loss/train=0.168, alignment/train=0.0761, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 90%|█████████ | 424/469 [00:39<00:04, 10.79it/s, v_num=9, loss/train=0.200, alignment/train=0.0893, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 91%|█████████ | 425/469 [00:39<00:04, 10.79it/s, v_num=9, loss/train=0.200, alignment/train=0.0893, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 91%|█████████ | 425/469 [00:39<00:04, 10.78it/s, v_num=9, loss/train=0.169, alignment/train=0.0792, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 91%|█████████ | 426/469 [00:39<00:03, 10.79it/s, v_num=9, loss/train=0.169, alignment/train=0.0792, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 91%|█████████ | 426/469 [00:39<00:03, 10.79it/s, v_num=9, loss/train=0.171, alignment/train=0.0767, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 91%|█████████ | 427/469 [00:39<00:03, 10.80it/s, v_num=9, loss/train=0.171, alignment/train=0.0767, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 91%|█████████ | 427/469 [00:39<00:03, 10.80it/s, v_num=9, loss/train=0.135, alignment/train=0.0653, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 91%|█████████▏| 428/469 [00:39<00:03, 10.79it/s, v_num=9, loss/train=0.135, alignment/train=0.0653, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 91%|█████████▏| 428/469 [00:39<00:03, 10.79it/s, v_num=9, loss/train=0.173, alignment/train=0.0765, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 91%|█████████▏| 429/469 [00:39<00:03, 10.79it/s, v_num=9, loss/train=0.173, alignment/train=0.0765, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 91%|█████████▏| 429/469 [00:39<00:03, 10.79it/s, v_num=9, loss/train=0.167, alignment/train=0.0826, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 92%|█████████▏| 430/469 [00:39<00:03, 10.78it/s, v_num=9, loss/train=0.167, alignment/train=0.0826, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 92%|█████████▏| 430/469 [00:39<00:03, 10.78it/s, v_num=9, loss/train=0.189, alignment/train=0.0846, uniformity/train=-3.54, contrastive_acc/train=0.988, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 92%|█████████▏| 431/469 [00:39<00:03, 10.79it/s, v_num=9, loss/train=0.189, alignment/train=0.0846, uniformity/train=-3.54, contrastive_acc/train=0.988, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 92%|█████████▏| 431/469 [00:39<00:03, 10.79it/s, v_num=9, loss/train=0.170, alignment/train=0.0826, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 92%|█████████▏| 432/469 [00:40<00:03, 10.79it/s, v_num=9, loss/train=0.170, alignment/train=0.0826, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 92%|█████████▏| 432/469 [00:40<00:03, 10.79it/s, v_num=9, loss/train=0.189, alignment/train=0.0804, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 92%|█████████▏| 433/469 [00:40<00:03, 10.80it/s, v_num=9, loss/train=0.189, alignment/train=0.0804, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 92%|█████████▏| 433/469 [00:40<00:03, 10.80it/s, v_num=9, loss/train=0.162, alignment/train=0.0782, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 93%|█████████▎| 434/469 [00:40<00:03, 10.81it/s, v_num=9, loss/train=0.162, alignment/train=0.0782, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 93%|█████████▎| 434/469 [00:40<00:03, 10.81it/s, v_num=9, loss/train=0.174, alignment/train=0.0829, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 93%|█████████▎| 435/469 [00:40<00:03, 10.82it/s, v_num=9, loss/train=0.174, alignment/train=0.0829, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 93%|█████████▎| 435/469 [00:40<00:03, 10.82it/s, v_num=9, loss/train=0.193, alignment/train=0.092, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 93%|█████████▎| 436/469 [00:40<00:03, 10.81it/s, v_num=9, loss/train=0.193, alignment/train=0.092, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 93%|█████████▎| 436/469 [00:40<00:03, 10.81it/s, v_num=9, loss/train=0.169, alignment/train=0.0759, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 93%|█████████▎| 437/469 [00:40<00:02, 10.82it/s, v_num=9, loss/train=0.169, alignment/train=0.0759, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 93%|█████████▎| 437/469 [00:40<00:02, 10.82it/s, v_num=9, loss/train=0.202, alignment/train=0.0838, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 93%|█████████▎| 438/469 [00:40<00:02, 10.82it/s, v_num=9, loss/train=0.202, alignment/train=0.0838, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 93%|█████████▎| 438/469 [00:40<00:02, 10.82it/s, v_num=9, loss/train=0.177, alignment/train=0.0817, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 94%|█████████▎| 439/469 [00:40<00:02, 10.81it/s, v_num=9, loss/train=0.177, alignment/train=0.0817, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 94%|█████████▎| 439/469 [00:40<00:02, 10.81it/s, v_num=9, loss/train=0.204, alignment/train=0.0884, uniformity/train=-3.54, contrastive_acc/train=0.988, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 94%|█████████▍| 440/469 [00:40<00:02, 10.80it/s, v_num=9, loss/train=0.204, alignment/train=0.0884, uniformity/train=-3.54, contrastive_acc/train=0.988, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 94%|█████████▍| 440/469 [00:40<00:02, 10.80it/s, v_num=9, loss/train=0.193, alignment/train=0.0748, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 94%|█████████▍| 441/469 [00:40<00:02, 10.81it/s, v_num=9, loss/train=0.193, alignment/train=0.0748, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 94%|█████████▍| 441/469 [00:40<00:02, 10.81it/s, v_num=9, loss/train=0.159, alignment/train=0.073, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 94%|█████████▍| 442/469 [00:40<00:02, 10.80it/s, v_num=9, loss/train=0.159, alignment/train=0.073, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 94%|█████████▍| 442/469 [00:40<00:02, 10.80it/s, v_num=9, loss/train=0.192, alignment/train=0.076, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 94%|█████████▍| 443/469 [00:40<00:02, 10.81it/s, v_num=9, loss/train=0.192, alignment/train=0.076, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 94%|█████████▍| 443/469 [00:40<00:02, 10.81it/s, v_num=9, loss/train=0.201, alignment/train=0.0755, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 95%|█████████▍| 444/469 [00:41<00:02, 10.81it/s, v_num=9, loss/train=0.201, alignment/train=0.0755, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 95%|█████████▍| 444/469 [00:41<00:02, 10.81it/s, v_num=9, loss/train=0.175, alignment/train=0.0816, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 95%|█████████▍| 445/469 [00:41<00:02, 10.81it/s, v_num=9, loss/train=0.175, alignment/train=0.0816, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 95%|█████████▍| 445/469 [00:41<00:02, 10.81it/s, v_num=9, loss/train=0.181, alignment/train=0.0682, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 95%|█████████▌| 446/469 [00:41<00:02, 10.82it/s, v_num=9, loss/train=0.181, alignment/train=0.0682, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 95%|█████████▌| 446/469 [00:41<00:02, 10.82it/s, v_num=9, loss/train=0.208, alignment/train=0.0842, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 95%|█████████▌| 447/469 [00:41<00:02, 10.82it/s, v_num=9, loss/train=0.208, alignment/train=0.0842, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 95%|█████████▌| 447/469 [00:41<00:02, 10.82it/s, v_num=9, loss/train=0.234, alignment/train=0.0916, uniformity/train=-3.54, contrastive_acc/train=0.984, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 96%|█████████▌| 448/469 [00:41<00:01, 10.82it/s, v_num=9, loss/train=0.234, alignment/train=0.0916, uniformity/train=-3.54, contrastive_acc/train=0.984, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 96%|█████████▌| 448/469 [00:41<00:01, 10.82it/s, v_num=9, loss/train=0.240, alignment/train=0.0881, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 96%|█████████▌| 449/469 [00:41<00:01, 10.82it/s, v_num=9, loss/train=0.240, alignment/train=0.0881, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 96%|█████████▌| 449/469 [00:41<00:01, 10.82it/s, v_num=9, loss/train=0.169, alignment/train=0.0735, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 96%|█████████▌| 450/469 [00:41<00:01, 10.83it/s, v_num=9, loss/train=0.169, alignment/train=0.0735, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 96%|█████████▌| 450/469 [00:41<00:01, 10.83it/s, v_num=9, loss/train=0.167, alignment/train=0.0814, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 96%|█████████▌| 451/469 [00:41<00:01, 10.84it/s, v_num=9, loss/train=0.167, alignment/train=0.0814, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 96%|█████████▌| 451/469 [00:41<00:01, 10.84it/s, v_num=9, loss/train=0.200, alignment/train=0.0887, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 96%|█████████▋| 452/469 [00:41<00:01, 10.85it/s, v_num=9, loss/train=0.200, alignment/train=0.0887, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 96%|█████████▋| 452/469 [00:41<00:01, 10.85it/s, v_num=9, loss/train=0.166, alignment/train=0.0822, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 97%|█████████▋| 453/469 [00:41<00:01, 10.87it/s, v_num=9, loss/train=0.166, alignment/train=0.0822, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 97%|█████████▋| 453/469 [00:41<00:01, 10.87it/s, v_num=9, loss/train=0.169, alignment/train=0.0779, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 97%|█████████▋| 454/469 [00:41<00:01, 10.88it/s, v_num=9, loss/train=0.169, alignment/train=0.0779, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 97%|█████████▋| 454/469 [00:41<00:01, 10.88it/s, v_num=9, loss/train=0.194, alignment/train=0.0748, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 97%|█████████▋| 455/469 [00:41<00:01, 10.90it/s, v_num=9, loss/train=0.194, alignment/train=0.0748, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 97%|█████████▋| 455/469 [00:41<00:01, 10.90it/s, v_num=9, loss/train=0.188, alignment/train=0.0769, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 97%|█████████▋| 456/469 [00:41<00:01, 10.91it/s, v_num=9, loss/train=0.188, alignment/train=0.0769, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 97%|█████████▋| 456/469 [00:41<00:01, 10.91it/s, v_num=9, loss/train=0.184, alignment/train=0.0768, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 97%|█████████▋| 457/469 [00:41<00:01, 10.92it/s, v_num=9, loss/train=0.184, alignment/train=0.0768, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 97%|█████████▋| 457/469 [00:41<00:01, 10.92it/s, v_num=9, loss/train=0.161, alignment/train=0.0766, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 98%|█████████▊| 458/469 [00:41<00:01, 10.94it/s, v_num=9, loss/train=0.161, alignment/train=0.0766, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 98%|█████████▊| 458/469 [00:41<00:01, 10.94it/s, v_num=9, loss/train=0.193, alignment/train=0.0912, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 98%|█████████▊| 459/469 [00:41<00:00, 10.95it/s, v_num=9, loss/train=0.193, alignment/train=0.0912, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 98%|█████████▊| 459/469 [00:41<00:00, 10.95it/s, v_num=9, loss/train=0.180, alignment/train=0.0788, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 98%|█████████▊| 460/469 [00:41<00:00, 10.97it/s, v_num=9, loss/train=0.180, alignment/train=0.0788, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 98%|█████████▊| 460/469 [00:41<00:00, 10.97it/s, v_num=9, loss/train=0.194, alignment/train=0.0856, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 98%|█████████▊| 461/469 [00:41<00:00, 10.98it/s, v_num=9, loss/train=0.194, alignment/train=0.0856, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 98%|█████████▊| 461/469 [00:41<00:00, 10.98it/s, v_num=9, loss/train=0.160, alignment/train=0.0886, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 99%|█████████▊| 462/469 [00:42<00:00, 10.99it/s, v_num=9, loss/train=0.160, alignment/train=0.0886, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 99%|█████████▊| 462/469 [00:42<00:00, 10.99it/s, v_num=9, loss/train=0.223, alignment/train=0.0918, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 99%|█████████▊| 463/469 [00:42<00:00, 11.01it/s, v_num=9, loss/train=0.223, alignment/train=0.0918, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 99%|█████████▊| 463/469 [00:42<00:00, 11.01it/s, v_num=9, loss/train=0.191, alignment/train=0.0789, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 99%|█████████▉| 464/469 [00:42<00:00, 11.02it/s, v_num=9, loss/train=0.191, alignment/train=0.0789, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 99%|█████████▉| 464/469 [00:42<00:00, 11.02it/s, v_num=9, loss/train=0.183, alignment/train=0.0832, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 99%|█████████▉| 465/469 [00:42<00:00, 11.04it/s, v_num=9, loss/train=0.183, alignment/train=0.0832, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 99%|█████████▉| 465/469 [00:42<00:00, 11.04it/s, v_num=9, loss/train=0.171, alignment/train=0.0733, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 99%|█████████▉| 466/469 [00:42<00:00, 11.05it/s, v_num=9, loss/train=0.171, alignment/train=0.0733, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 99%|█████████▉| 466/469 [00:42<00:00, 11.05it/s, v_num=9, loss/train=0.161, alignment/train=0.076, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 100%|█████████▉| 467/469 [00:42<00:00, 11.06it/s, v_num=9, loss/train=0.161, alignment/train=0.076, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 100%|█████████▉| 467/469 [00:42<00:00, 11.06it/s, v_num=9, loss/train=0.163, alignment/train=0.0868, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 100%|█████████▉| 468/469 [00:42<00:00, 11.08it/s, v_num=9, loss/train=0.163, alignment/train=0.0868, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 100%|█████████▉| 468/469 [00:42<00:00, 11.08it/s, v_num=9, loss/train=0.165, alignment/train=0.0739, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 100%|██████████| 469/469 [00:42<00:00, 11.09it/s, v_num=9, loss/train=0.165, alignment/train=0.0739, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 100%|██████████| 469/469 [00:42<00:00, 11.09it/s, v_num=9, loss/train=0.137, alignment/train=0.0845, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
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Epoch 19: 100%|██████████| 469/469 [00:49<00:00, 9.50it/s, v_num=9, loss/train=0.137, alignment/train=0.0845, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 19: 100%|██████████| 469/469 [00:49<00:00, 9.50it/s, v_num=9, loss/train=0.137, alignment/train=0.0845, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 19: 0%| | 0/469 [00:00<?, ?it/s, v_num=9, loss/train=0.137, alignment/train=0.0845, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 0%| | 0/469 [00:00<?, ?it/s, v_num=9, loss/train=0.137, alignment/train=0.0845, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 0%| | 1/469 [00:01<12:34, 0.62it/s, v_num=9, loss/train=0.137, alignment/train=0.0845, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 0%| | 1/469 [00:01<12:35, 0.62it/s, v_num=9, loss/train=0.164, alignment/train=0.0798, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 0%| | 2/469 [00:01<06:39, 1.17it/s, v_num=9, loss/train=0.164, alignment/train=0.0798, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 0%| | 2/469 [00:01<06:40, 1.17it/s, v_num=9, loss/train=0.169, alignment/train=0.0681, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 1%| | 3/469 [00:01<04:41, 1.65it/s, v_num=9, loss/train=0.169, alignment/train=0.0681, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 1%| | 3/469 [00:01<04:42, 1.65it/s, v_num=9, loss/train=0.212, alignment/train=0.0948, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 1%| | 4/469 [00:01<03:41, 2.10it/s, v_num=9, loss/train=0.212, alignment/train=0.0948, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 1%| | 4/469 [00:01<03:41, 2.10it/s, v_num=9, loss/train=0.196, alignment/train=0.0919, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 1%| | 5/469 [00:02<03:06, 2.49it/s, v_num=9, loss/train=0.196, alignment/train=0.0919, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 1%| | 5/469 [00:02<03:06, 2.49it/s, v_num=9, loss/train=0.220, alignment/train=0.0866, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 1%|▏ | 6/469 [00:02<02:39, 2.91it/s, v_num=9, loss/train=0.220, alignment/train=0.0866, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 1%|▏ | 6/469 [00:02<02:39, 2.90it/s, v_num=9, loss/train=0.198, alignment/train=0.0885, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 1%|▏ | 7/469 [00:02<02:20, 3.30it/s, v_num=9, loss/train=0.198, alignment/train=0.0885, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 1%|▏ | 7/469 [00:02<02:20, 3.30it/s, v_num=9, loss/train=0.201, alignment/train=0.0873, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 2%|▏ | 8/469 [00:02<02:08, 3.59it/s, v_num=9, loss/train=0.201, alignment/train=0.0873, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 2%|▏ | 8/469 [00:02<02:08, 3.59it/s, v_num=9, loss/train=0.158, alignment/train=0.0809, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 2%|▏ | 9/469 [00:02<02:00, 3.81it/s, v_num=9, loss/train=0.158, alignment/train=0.0809, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 2%|▏ | 9/469 [00:02<02:00, 3.81it/s, v_num=9, loss/train=0.163, alignment/train=0.071, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 2%|▏ | 10/469 [00:02<01:52, 4.07it/s, v_num=9, loss/train=0.163, alignment/train=0.071, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 2%|▏ | 10/469 [00:02<01:52, 4.07it/s, v_num=9, loss/train=0.174, alignment/train=0.0702, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 2%|▏ | 11/469 [00:02<01:44, 4.37it/s, v_num=9, loss/train=0.174, alignment/train=0.0702, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 2%|▏ | 11/469 [00:02<01:44, 4.37it/s, v_num=9, loss/train=0.212, alignment/train=0.0828, uniformity/train=-3.54, contrastive_acc/train=0.984, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 3%|▎ | 12/469 [00:02<01:38, 4.66it/s, v_num=9, loss/train=0.212, alignment/train=0.0828, uniformity/train=-3.54, contrastive_acc/train=0.984, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 3%|▎ | 12/469 [00:02<01:38, 4.66it/s, v_num=9, loss/train=0.153, alignment/train=0.0805, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 3%|▎ | 13/469 [00:02<01:33, 4.86it/s, v_num=9, loss/train=0.153, alignment/train=0.0805, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 3%|▎ | 13/469 [00:02<01:33, 4.86it/s, v_num=9, loss/train=0.227, alignment/train=0.0901, uniformity/train=-3.51, contrastive_acc/train=0.988, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 3%|▎ | 14/469 [00:02<01:32, 4.92it/s, v_num=9, loss/train=0.227, alignment/train=0.0901, uniformity/train=-3.51, contrastive_acc/train=0.988, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 3%|▎ | 14/469 [00:02<01:32, 4.92it/s, v_num=9, loss/train=0.194, alignment/train=0.0798, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 3%|▎ | 15/469 [00:02<01:28, 5.14it/s, v_num=9, loss/train=0.194, alignment/train=0.0798, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 3%|▎ | 15/469 [00:02<01:28, 5.14it/s, v_num=9, loss/train=0.188, alignment/train=0.077, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 3%|▎ | 16/469 [00:02<01:24, 5.38it/s, v_num=9, loss/train=0.188, alignment/train=0.077, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 3%|▎ | 16/469 [00:02<01:24, 5.38it/s, v_num=9, loss/train=0.232, alignment/train=0.0931, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 4%|▎ | 17/469 [00:03<01:20, 5.61it/s, v_num=9, loss/train=0.232, alignment/train=0.0931, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 4%|▎ | 17/469 [00:03<01:20, 5.61it/s, v_num=9, loss/train=0.167, alignment/train=0.0855, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 4%|▍ | 18/469 [00:03<01:18, 5.74it/s, v_num=9, loss/train=0.167, alignment/train=0.0855, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 4%|▍ | 18/469 [00:03<01:18, 5.74it/s, v_num=9, loss/train=0.160, alignment/train=0.0759, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 4%|▍ | 19/469 [00:03<01:17, 5.83it/s, v_num=9, loss/train=0.160, alignment/train=0.0759, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 4%|▍ | 19/469 [00:03<01:17, 5.83it/s, v_num=9, loss/train=0.144, alignment/train=0.0794, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 4%|▍ | 20/469 [00:03<01:15, 5.96it/s, v_num=9, loss/train=0.144, alignment/train=0.0794, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 4%|▍ | 20/469 [00:03<01:15, 5.96it/s, v_num=9, loss/train=0.157, alignment/train=0.076, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 4%|▍ | 21/469 [00:03<01:13, 6.09it/s, v_num=9, loss/train=0.157, alignment/train=0.076, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 4%|▍ | 21/469 [00:03<01:13, 6.09it/s, v_num=9, loss/train=0.168, alignment/train=0.0783, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 5%|▍ | 22/469 [00:03<01:11, 6.27it/s, v_num=9, loss/train=0.168, alignment/train=0.0783, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 5%|▍ | 22/469 [00:03<01:11, 6.27it/s, v_num=9, loss/train=0.188, alignment/train=0.0862, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 5%|▍ | 23/469 [00:03<01:09, 6.45it/s, v_num=9, loss/train=0.188, alignment/train=0.0862, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 5%|▍ | 23/469 [00:03<01:09, 6.45it/s, v_num=9, loss/train=0.201, alignment/train=0.0914, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 5%|▌ | 24/469 [00:03<01:08, 6.53it/s, v_num=9, loss/train=0.201, alignment/train=0.0914, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 5%|▌ | 24/469 [00:03<01:08, 6.53it/s, v_num=9, loss/train=0.188, alignment/train=0.0803, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 5%|▌ | 25/469 [00:03<01:07, 6.53it/s, v_num=9, loss/train=0.188, alignment/train=0.0803, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 5%|▌ | 25/469 [00:03<01:07, 6.53it/s, v_num=9, loss/train=0.157, alignment/train=0.0783, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 6%|▌ | 26/469 [00:03<01:06, 6.62it/s, v_num=9, loss/train=0.157, alignment/train=0.0783, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 6%|▌ | 26/469 [00:03<01:06, 6.62it/s, v_num=9, loss/train=0.137, alignment/train=0.0734, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 6%|▌ | 27/469 [00:03<01:05, 6.78it/s, v_num=9, loss/train=0.137, alignment/train=0.0734, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 6%|▌ | 27/469 [00:03<01:05, 6.78it/s, v_num=9, loss/train=0.197, alignment/train=0.0847, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 6%|▌ | 28/469 [00:04<01:04, 6.89it/s, v_num=9, loss/train=0.197, alignment/train=0.0847, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 6%|▌ | 28/469 [00:04<01:04, 6.89it/s, v_num=9, loss/train=0.146, alignment/train=0.0754, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 6%|▌ | 29/469 [00:04<01:03, 6.95it/s, v_num=9, loss/train=0.146, alignment/train=0.0754, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 6%|▌ | 29/469 [00:04<01:03, 6.95it/s, v_num=9, loss/train=0.181, alignment/train=0.0855, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 6%|▋ | 30/469 [00:04<01:02, 7.08it/s, v_num=9, loss/train=0.181, alignment/train=0.0855, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 6%|▋ | 30/469 [00:04<01:02, 7.08it/s, v_num=9, loss/train=0.153, alignment/train=0.0753, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 7%|▋ | 31/469 [00:04<01:01, 7.14it/s, v_num=9, loss/train=0.153, alignment/train=0.0753, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 7%|▋ | 31/469 [00:04<01:01, 7.14it/s, v_num=9, loss/train=0.182, alignment/train=0.0863, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 7%|▋ | 32/469 [00:04<01:00, 7.23it/s, v_num=9, loss/train=0.182, alignment/train=0.0863, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 7%|▋ | 32/469 [00:04<01:00, 7.23it/s, v_num=9, loss/train=0.166, alignment/train=0.0861, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 7%|▋ | 33/469 [00:04<00:59, 7.36it/s, v_num=9, loss/train=0.166, alignment/train=0.0861, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 7%|▋ | 33/469 [00:04<00:59, 7.36it/s, v_num=9, loss/train=0.193, alignment/train=0.0883, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 7%|▋ | 34/469 [00:04<00:58, 7.41it/s, v_num=9, loss/train=0.193, alignment/train=0.0883, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 7%|▋ | 34/469 [00:04<00:58, 7.41it/s, v_num=9, loss/train=0.196, alignment/train=0.0879, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 7%|▋ | 35/469 [00:04<00:58, 7.46it/s, v_num=9, loss/train=0.196, alignment/train=0.0879, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 7%|▋ | 35/469 [00:04<00:58, 7.45it/s, v_num=9, loss/train=0.175, alignment/train=0.0912, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 8%|▊ | 36/469 [00:04<00:57, 7.50it/s, v_num=9, loss/train=0.175, alignment/train=0.0912, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 8%|▊ | 36/469 [00:04<00:57, 7.50it/s, v_num=9, loss/train=0.206, alignment/train=0.0807, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 8%|▊ | 37/469 [00:04<00:56, 7.60it/s, v_num=9, loss/train=0.206, alignment/train=0.0807, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 8%|▊ | 37/469 [00:04<00:56, 7.60it/s, v_num=9, loss/train=0.169, alignment/train=0.0799, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 8%|▊ | 38/469 [00:04<00:56, 7.67it/s, v_num=9, loss/train=0.169, alignment/train=0.0799, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 8%|▊ | 38/469 [00:04<00:56, 7.67it/s, v_num=9, loss/train=0.144, alignment/train=0.0683, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 8%|▊ | 39/469 [00:05<00:55, 7.72it/s, v_num=9, loss/train=0.144, alignment/train=0.0683, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 8%|▊ | 39/469 [00:05<00:55, 7.71it/s, v_num=9, loss/train=0.162, alignment/train=0.0727, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 9%|▊ | 40/469 [00:05<00:55, 7.77it/s, v_num=9, loss/train=0.162, alignment/train=0.0727, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 9%|▊ | 40/469 [00:05<00:55, 7.77it/s, v_num=9, loss/train=0.174, alignment/train=0.0747, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 9%|▊ | 41/469 [00:05<00:54, 7.83it/s, v_num=9, loss/train=0.174, alignment/train=0.0747, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 9%|▊ | 41/469 [00:05<00:54, 7.83it/s, v_num=9, loss/train=0.195, alignment/train=0.0777, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 9%|▉ | 42/469 [00:05<00:54, 7.90it/s, v_num=9, loss/train=0.195, alignment/train=0.0777, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 9%|▉ | 42/469 [00:05<00:54, 7.90it/s, v_num=9, loss/train=0.173, alignment/train=0.0817, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 9%|▉ | 43/469 [00:05<00:53, 7.91it/s, v_num=9, loss/train=0.173, alignment/train=0.0817, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 9%|▉ | 43/469 [00:05<00:53, 7.91it/s, v_num=9, loss/train=0.185, alignment/train=0.0849, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 9%|▉ | 44/469 [00:05<00:53, 7.99it/s, v_num=9, loss/train=0.185, alignment/train=0.0849, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 9%|▉ | 44/469 [00:05<00:53, 7.99it/s, v_num=9, loss/train=0.188, alignment/train=0.0865, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 10%|▉ | 45/469 [00:05<00:52, 8.09it/s, v_num=9, loss/train=0.188, alignment/train=0.0865, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 10%|▉ | 45/469 [00:05<00:52, 8.09it/s, v_num=9, loss/train=0.189, alignment/train=0.0738, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 10%|▉ | 46/469 [00:05<00:52, 8.05it/s, v_num=9, loss/train=0.189, alignment/train=0.0738, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 10%|▉ | 46/469 [00:05<00:52, 8.05it/s, v_num=9, loss/train=0.160, alignment/train=0.0906, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 10%|█ | 47/469 [00:05<00:51, 8.14it/s, v_num=9, loss/train=0.160, alignment/train=0.0906, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 10%|█ | 47/469 [00:05<00:51, 8.14it/s, v_num=9, loss/train=0.176, alignment/train=0.085, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 10%|█ | 48/469 [00:05<00:51, 8.24it/s, v_num=9, loss/train=0.176, alignment/train=0.085, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 10%|█ | 48/469 [00:05<00:51, 8.23it/s, v_num=9, loss/train=0.196, alignment/train=0.088, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 10%|█ | 49/469 [00:05<00:50, 8.32it/s, v_num=9, loss/train=0.196, alignment/train=0.088, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 10%|█ | 49/469 [00:05<00:50, 8.32it/s, v_num=9, loss/train=0.171, alignment/train=0.0815, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 11%|█ | 50/469 [00:06<00:50, 8.32it/s, v_num=9, loss/train=0.171, alignment/train=0.0815, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 11%|█ | 50/469 [00:06<00:50, 8.32it/s, v_num=9, loss/train=0.212, alignment/train=0.0895, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 11%|█ | 51/469 [00:06<00:50, 8.33it/s, v_num=9, loss/train=0.212, alignment/train=0.0895, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 11%|█ | 51/469 [00:06<00:50, 8.33it/s, v_num=9, loss/train=0.184, alignment/train=0.0825, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 11%|█ | 52/469 [00:06<00:49, 8.38it/s, v_num=9, loss/train=0.184, alignment/train=0.0825, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 11%|█ | 52/469 [00:06<00:49, 8.38it/s, v_num=9, loss/train=0.173, alignment/train=0.0749, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 11%|█▏ | 53/469 [00:06<00:49, 8.46it/s, v_num=9, loss/train=0.173, alignment/train=0.0749, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 11%|█▏ | 53/469 [00:06<00:49, 8.46it/s, v_num=9, loss/train=0.178, alignment/train=0.0798, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 12%|█▏ | 54/469 [00:06<00:48, 8.54it/s, v_num=9, loss/train=0.178, alignment/train=0.0798, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 12%|█▏ | 54/469 [00:06<00:48, 8.54it/s, v_num=9, loss/train=0.208, alignment/train=0.0773, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 12%|█▏ | 55/469 [00:06<00:48, 8.58it/s, v_num=9, loss/train=0.208, alignment/train=0.0773, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 12%|█▏ | 55/469 [00:06<00:48, 8.58it/s, v_num=9, loss/train=0.155, alignment/train=0.0783, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 12%|█▏ | 56/469 [00:06<00:48, 8.58it/s, v_num=9, loss/train=0.155, alignment/train=0.0783, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 12%|█▏ | 56/469 [00:06<00:48, 8.57it/s, v_num=9, loss/train=0.144, alignment/train=0.0806, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 12%|█▏ | 57/469 [00:06<00:47, 8.60it/s, v_num=9, loss/train=0.144, alignment/train=0.0806, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 12%|█▏ | 57/469 [00:06<00:47, 8.60it/s, v_num=9, loss/train=0.151, alignment/train=0.0712, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 12%|█▏ | 58/469 [00:06<00:47, 8.61it/s, v_num=9, loss/train=0.151, alignment/train=0.0712, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 12%|█▏ | 58/469 [00:06<00:47, 8.61it/s, v_num=9, loss/train=0.180, alignment/train=0.0803, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 13%|█▎ | 59/469 [00:06<00:47, 8.69it/s, v_num=9, loss/train=0.180, alignment/train=0.0803, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 13%|█▎ | 59/469 [00:06<00:47, 8.68it/s, v_num=9, loss/train=0.192, alignment/train=0.0807, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 13%|█▎ | 60/469 [00:06<00:46, 8.76it/s, v_num=9, loss/train=0.192, alignment/train=0.0807, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 13%|█▎ | 60/469 [00:06<00:46, 8.76it/s, v_num=9, loss/train=0.188, alignment/train=0.0842, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 13%|█▎ | 61/469 [00:06<00:46, 8.80it/s, v_num=9, loss/train=0.188, alignment/train=0.0842, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 13%|█▎ | 61/469 [00:06<00:46, 8.80it/s, v_num=9, loss/train=0.156, alignment/train=0.0817, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 13%|█▎ | 62/469 [00:06<00:45, 8.87it/s, v_num=9, loss/train=0.156, alignment/train=0.0817, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 13%|█▎ | 62/469 [00:06<00:45, 8.87it/s, v_num=9, loss/train=0.142, alignment/train=0.0671, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 13%|█▎ | 63/469 [00:07<00:46, 8.82it/s, v_num=9, loss/train=0.142, alignment/train=0.0671, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 13%|█▎ | 63/469 [00:07<00:46, 8.82it/s, v_num=9, loss/train=0.163, alignment/train=0.0885, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 14%|█▎ | 64/469 [00:07<00:45, 8.86it/s, v_num=9, loss/train=0.163, alignment/train=0.0885, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 14%|█▎ | 64/469 [00:07<00:45, 8.86it/s, v_num=9, loss/train=0.202, alignment/train=0.0807, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 14%|█▍ | 65/469 [00:07<00:45, 8.82it/s, v_num=9, loss/train=0.202, alignment/train=0.0807, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 14%|█▍ | 65/469 [00:07<00:45, 8.82it/s, v_num=9, loss/train=0.163, alignment/train=0.0845, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 14%|█▍ | 66/469 [00:07<00:45, 8.85it/s, v_num=9, loss/train=0.163, alignment/train=0.0845, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 14%|█▍ | 66/469 [00:07<00:45, 8.85it/s, v_num=9, loss/train=0.182, alignment/train=0.0741, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 14%|█▍ | 67/469 [00:07<00:45, 8.89it/s, v_num=9, loss/train=0.182, alignment/train=0.0741, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 14%|█▍ | 67/469 [00:07<00:45, 8.89it/s, v_num=9, loss/train=0.176, alignment/train=0.0788, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 14%|█▍ | 68/469 [00:07<00:44, 8.93it/s, v_num=9, loss/train=0.176, alignment/train=0.0788, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 14%|█▍ | 68/469 [00:07<00:44, 8.93it/s, v_num=9, loss/train=0.190, alignment/train=0.0825, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 15%|█▍ | 69/469 [00:07<00:44, 8.97it/s, v_num=9, loss/train=0.190, alignment/train=0.0825, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 15%|█▍ | 69/469 [00:07<00:44, 8.97it/s, v_num=9, loss/train=0.179, alignment/train=0.0869, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 15%|█▍ | 70/469 [00:07<00:44, 8.96it/s, v_num=9, loss/train=0.179, alignment/train=0.0869, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 15%|█▍ | 70/469 [00:07<00:44, 8.96it/s, v_num=9, loss/train=0.178, alignment/train=0.0724, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 15%|█▌ | 71/469 [00:07<00:44, 8.99it/s, v_num=9, loss/train=0.178, alignment/train=0.0724, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 15%|█▌ | 71/469 [00:07<00:44, 8.99it/s, v_num=9, loss/train=0.157, alignment/train=0.0804, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 15%|█▌ | 72/469 [00:07<00:43, 9.05it/s, v_num=9, loss/train=0.157, alignment/train=0.0804, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 15%|█▌ | 72/469 [00:07<00:43, 9.05it/s, v_num=9, loss/train=0.187, alignment/train=0.0785, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 16%|█▌ | 73/469 [00:08<00:43, 9.05it/s, v_num=9, loss/train=0.187, alignment/train=0.0785, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 16%|█▌ | 73/469 [00:08<00:43, 9.05it/s, v_num=9, loss/train=0.247, alignment/train=0.0927, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 16%|█▌ | 74/469 [00:08<00:43, 9.06it/s, v_num=9, loss/train=0.247, alignment/train=0.0927, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 16%|█▌ | 74/469 [00:08<00:43, 9.06it/s, v_num=9, loss/train=0.166, alignment/train=0.0896, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 16%|█▌ | 75/469 [00:08<00:43, 9.12it/s, v_num=9, loss/train=0.166, alignment/train=0.0896, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 16%|█▌ | 75/469 [00:08<00:43, 9.12it/s, v_num=9, loss/train=0.174, alignment/train=0.0828, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 16%|█▌ | 76/469 [00:08<00:42, 9.18it/s, v_num=9, loss/train=0.174, alignment/train=0.0828, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 16%|█▌ | 76/469 [00:08<00:42, 9.18it/s, v_num=9, loss/train=0.164, alignment/train=0.0675, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 16%|█▋ | 77/469 [00:08<00:43, 9.12it/s, v_num=9, loss/train=0.164, alignment/train=0.0675, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 16%|█▋ | 77/469 [00:08<00:43, 9.12it/s, v_num=9, loss/train=0.197, alignment/train=0.0923, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 17%|█▋ | 78/469 [00:08<00:42, 9.15it/s, v_num=9, loss/train=0.197, alignment/train=0.0923, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 17%|█▋ | 78/469 [00:08<00:42, 9.15it/s, v_num=9, loss/train=0.168, alignment/train=0.0798, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 17%|█▋ | 79/469 [00:08<00:42, 9.20it/s, v_num=9, loss/train=0.168, alignment/train=0.0798, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 17%|█▋ | 79/469 [00:08<00:42, 9.20it/s, v_num=9, loss/train=0.192, alignment/train=0.0757, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 17%|█▋ | 80/469 [00:08<00:42, 9.20it/s, v_num=9, loss/train=0.192, alignment/train=0.0757, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 17%|█▋ | 80/469 [00:08<00:42, 9.20it/s, v_num=9, loss/train=0.192, alignment/train=0.0982, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 17%|█▋ | 81/469 [00:08<00:41, 9.24it/s, v_num=9, loss/train=0.192, alignment/train=0.0982, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 17%|█▋ | 81/469 [00:08<00:42, 9.24it/s, v_num=9, loss/train=0.193, alignment/train=0.0908, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 17%|█▋ | 82/469 [00:08<00:41, 9.29it/s, v_num=9, loss/train=0.193, alignment/train=0.0908, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 17%|█▋ | 82/469 [00:08<00:41, 9.29it/s, v_num=9, loss/train=0.188, alignment/train=0.0819, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 18%|█▊ | 83/469 [00:08<00:41, 9.29it/s, v_num=9, loss/train=0.188, alignment/train=0.0819, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 18%|█▊ | 83/469 [00:08<00:41, 9.29it/s, v_num=9, loss/train=0.178, alignment/train=0.0796, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 18%|█▊ | 84/469 [00:09<00:41, 9.29it/s, v_num=9, loss/train=0.178, alignment/train=0.0796, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 18%|█▊ | 84/469 [00:09<00:41, 9.29it/s, v_num=9, loss/train=0.199, alignment/train=0.0883, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 18%|█▊ | 85/469 [00:09<00:41, 9.30it/s, v_num=9, loss/train=0.199, alignment/train=0.0883, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 18%|█▊ | 85/469 [00:09<00:41, 9.30it/s, v_num=9, loss/train=0.158, alignment/train=0.0795, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 18%|█▊ | 86/469 [00:09<00:41, 9.33it/s, v_num=9, loss/train=0.158, alignment/train=0.0795, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 18%|█▊ | 86/469 [00:09<00:41, 9.33it/s, v_num=9, loss/train=0.154, alignment/train=0.0831, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 19%|█▊ | 87/469 [00:09<00:41, 9.31it/s, v_num=9, loss/train=0.154, alignment/train=0.0831, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 19%|█▊ | 87/469 [00:09<00:41, 9.31it/s, v_num=9, loss/train=0.163, alignment/train=0.0813, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 19%|█▉ | 88/469 [00:09<00:40, 9.36it/s, v_num=9, loss/train=0.163, alignment/train=0.0813, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 19%|█▉ | 88/469 [00:09<00:40, 9.36it/s, v_num=9, loss/train=0.167, alignment/train=0.0732, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 19%|█▉ | 89/469 [00:09<00:40, 9.40it/s, v_num=9, loss/train=0.167, alignment/train=0.0732, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 19%|█▉ | 89/469 [00:09<00:40, 9.40it/s, v_num=9, loss/train=0.165, alignment/train=0.0845, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 19%|█▉ | 90/469 [00:09<00:40, 9.39it/s, v_num=9, loss/train=0.165, alignment/train=0.0845, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 19%|█▉ | 90/469 [00:09<00:40, 9.39it/s, v_num=9, loss/train=0.163, alignment/train=0.0758, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 19%|█▉ | 91/469 [00:09<00:40, 9.40it/s, v_num=9, loss/train=0.163, alignment/train=0.0758, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 19%|█▉ | 91/469 [00:09<00:40, 9.40it/s, v_num=9, loss/train=0.198, alignment/train=0.0799, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 20%|█▉ | 92/469 [00:09<00:39, 9.45it/s, v_num=9, loss/train=0.198, alignment/train=0.0799, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 20%|█▉ | 92/469 [00:09<00:39, 9.45it/s, v_num=9, loss/train=0.190, alignment/train=0.083, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 20%|█▉ | 93/469 [00:09<00:39, 9.45it/s, v_num=9, loss/train=0.190, alignment/train=0.083, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 20%|█▉ | 93/469 [00:09<00:39, 9.45it/s, v_num=9, loss/train=0.146, alignment/train=0.0751, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 20%|██ | 94/469 [00:09<00:39, 9.48it/s, v_num=9, loss/train=0.146, alignment/train=0.0751, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 20%|██ | 94/469 [00:09<00:39, 9.48it/s, v_num=9, loss/train=0.183, alignment/train=0.0829, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 20%|██ | 95/469 [00:10<00:39, 9.50it/s, v_num=9, loss/train=0.183, alignment/train=0.0829, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 20%|██ | 95/469 [00:10<00:39, 9.50it/s, v_num=9, loss/train=0.203, alignment/train=0.0881, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 20%|██ | 96/469 [00:10<00:39, 9.52it/s, v_num=9, loss/train=0.203, alignment/train=0.0881, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 20%|██ | 96/469 [00:10<00:39, 9.51it/s, v_num=9, loss/train=0.198, alignment/train=0.0964, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 21%|██ | 97/469 [00:10<00:39, 9.51it/s, v_num=9, loss/train=0.198, alignment/train=0.0964, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 21%|██ | 97/469 [00:10<00:39, 9.51it/s, v_num=9, loss/train=0.177, alignment/train=0.0785, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 21%|██ | 98/469 [00:10<00:38, 9.53it/s, v_num=9, loss/train=0.177, alignment/train=0.0785, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 21%|██ | 98/469 [00:10<00:38, 9.53it/s, v_num=9, loss/train=0.180, alignment/train=0.0729, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 21%|██ | 99/469 [00:10<00:38, 9.56it/s, v_num=9, loss/train=0.180, alignment/train=0.0729, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 21%|██ | 99/469 [00:10<00:38, 9.56it/s, v_num=9, loss/train=0.163, alignment/train=0.0785, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 21%|██▏ | 100/469 [00:10<00:38, 9.56it/s, v_num=9, loss/train=0.163, alignment/train=0.0785, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 21%|██▏ | 100/469 [00:10<00:38, 9.55it/s, v_num=9, loss/train=0.163, alignment/train=0.0726, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 22%|██▏ | 101/469 [00:10<00:38, 9.60it/s, v_num=9, loss/train=0.163, alignment/train=0.0726, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 22%|██▏ | 101/469 [00:10<00:38, 9.60it/s, v_num=9, loss/train=0.217, alignment/train=0.0861, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 22%|██▏ | 102/469 [00:10<00:38, 9.61it/s, v_num=9, loss/train=0.217, alignment/train=0.0861, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 22%|██▏ | 102/469 [00:10<00:38, 9.61it/s, v_num=9, loss/train=0.189, alignment/train=0.0784, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 22%|██▏ | 103/469 [00:10<00:38, 9.61it/s, v_num=9, loss/train=0.189, alignment/train=0.0784, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 22%|██▏ | 103/469 [00:10<00:38, 9.61it/s, v_num=9, loss/train=0.179, alignment/train=0.070, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 22%|██▏ | 104/469 [00:10<00:37, 9.63it/s, v_num=9, loss/train=0.179, alignment/train=0.070, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 22%|██▏ | 104/469 [00:10<00:37, 9.62it/s, v_num=9, loss/train=0.158, alignment/train=0.074, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 22%|██▏ | 105/469 [00:10<00:37, 9.63it/s, v_num=9, loss/train=0.158, alignment/train=0.074, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 22%|██▏ | 105/469 [00:10<00:37, 9.63it/s, v_num=9, loss/train=0.136, alignment/train=0.0712, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 23%|██▎ | 106/469 [00:10<00:37, 9.67it/s, v_num=9, loss/train=0.136, alignment/train=0.0712, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 23%|██▎ | 106/469 [00:10<00:37, 9.67it/s, v_num=9, loss/train=0.182, alignment/train=0.0712, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 23%|██▎ | 107/469 [00:11<00:37, 9.68it/s, v_num=9, loss/train=0.182, alignment/train=0.0712, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 23%|██▎ | 107/469 [00:11<00:37, 9.67it/s, v_num=9, loss/train=0.164, alignment/train=0.0752, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 23%|██▎ | 108/469 [00:11<00:37, 9.65it/s, v_num=9, loss/train=0.164, alignment/train=0.0752, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 23%|██▎ | 108/469 [00:11<00:37, 9.65it/s, v_num=9, loss/train=0.196, alignment/train=0.0863, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 23%|██▎ | 109/469 [00:11<00:37, 9.69it/s, v_num=9, loss/train=0.196, alignment/train=0.0863, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 23%|██▎ | 109/469 [00:11<00:37, 9.69it/s, v_num=9, loss/train=0.192, alignment/train=0.0783, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 23%|██▎ | 110/469 [00:11<00:36, 9.70it/s, v_num=9, loss/train=0.192, alignment/train=0.0783, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 23%|██▎ | 110/469 [00:11<00:36, 9.70it/s, v_num=9, loss/train=0.169, alignment/train=0.0822, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 24%|██▎ | 111/469 [00:11<00:36, 9.70it/s, v_num=9, loss/train=0.169, alignment/train=0.0822, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 24%|██▎ | 111/469 [00:11<00:36, 9.70it/s, v_num=9, loss/train=0.188, alignment/train=0.0821, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 24%|██▍ | 112/469 [00:11<00:36, 9.72it/s, v_num=9, loss/train=0.188, alignment/train=0.0821, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 24%|██▍ | 112/469 [00:11<00:36, 9.72it/s, v_num=9, loss/train=0.164, alignment/train=0.0745, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 24%|██▍ | 113/469 [00:11<00:36, 9.75it/s, v_num=9, loss/train=0.164, alignment/train=0.0745, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 24%|██▍ | 113/469 [00:11<00:36, 9.75it/s, v_num=9, loss/train=0.192, alignment/train=0.0827, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 24%|██▍ | 114/469 [00:11<00:36, 9.74it/s, v_num=9, loss/train=0.192, alignment/train=0.0827, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 24%|██▍ | 114/469 [00:11<00:36, 9.74it/s, v_num=9, loss/train=0.186, alignment/train=0.0747, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 25%|██▍ | 115/469 [00:11<00:36, 9.76it/s, v_num=9, loss/train=0.186, alignment/train=0.0747, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 25%|██▍ | 115/469 [00:11<00:36, 9.76it/s, v_num=9, loss/train=0.154, alignment/train=0.075, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 25%|██▍ | 116/469 [00:11<00:36, 9.77it/s, v_num=9, loss/train=0.154, alignment/train=0.075, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 25%|██▍ | 116/469 [00:11<00:36, 9.76it/s, v_num=9, loss/train=0.197, alignment/train=0.0951, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 25%|██▍ | 117/469 [00:11<00:35, 9.80it/s, v_num=9, loss/train=0.197, alignment/train=0.0951, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 25%|██▍ | 117/469 [00:11<00:35, 9.80it/s, v_num=9, loss/train=0.209, alignment/train=0.0817, uniformity/train=-3.53, contrastive_acc/train=0.984, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 25%|██▌ | 118/469 [00:12<00:35, 9.80it/s, v_num=9, loss/train=0.209, alignment/train=0.0817, uniformity/train=-3.53, contrastive_acc/train=0.984, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 25%|██▌ | 118/469 [00:12<00:35, 9.80it/s, v_num=9, loss/train=0.164, alignment/train=0.0749, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 25%|██▌ | 119/469 [00:12<00:35, 9.84it/s, v_num=9, loss/train=0.164, alignment/train=0.0749, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 25%|██▌ | 119/469 [00:12<00:35, 9.84it/s, v_num=9, loss/train=0.190, alignment/train=0.0805, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 26%|██▌ | 120/469 [00:12<00:35, 9.83it/s, v_num=9, loss/train=0.190, alignment/train=0.0805, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 26%|██▌ | 120/469 [00:12<00:35, 9.83it/s, v_num=9, loss/train=0.178, alignment/train=0.0739, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 26%|██▌ | 121/469 [00:12<00:35, 9.86it/s, v_num=9, loss/train=0.178, alignment/train=0.0739, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 26%|██▌ | 121/469 [00:12<00:35, 9.86it/s, v_num=9, loss/train=0.195, alignment/train=0.0718, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 26%|██▌ | 122/469 [00:12<00:35, 9.83it/s, v_num=9, loss/train=0.195, alignment/train=0.0718, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 26%|██▌ | 122/469 [00:12<00:35, 9.82it/s, v_num=9, loss/train=0.204, alignment/train=0.0766, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 26%|██▌ | 123/469 [00:12<00:35, 9.86it/s, v_num=9, loss/train=0.204, alignment/train=0.0766, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 26%|██▌ | 123/469 [00:12<00:35, 9.86it/s, v_num=9, loss/train=0.178, alignment/train=0.0734, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 26%|██▋ | 124/469 [00:12<00:34, 9.86it/s, v_num=9, loss/train=0.178, alignment/train=0.0734, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 26%|██▋ | 124/469 [00:12<00:34, 9.86it/s, v_num=9, loss/train=0.182, alignment/train=0.0773, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 27%|██▋ | 125/469 [00:12<00:34, 9.83it/s, v_num=9, loss/train=0.182, alignment/train=0.0773, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 27%|██▋ | 125/469 [00:12<00:34, 9.83it/s, v_num=9, loss/train=0.184, alignment/train=0.0767, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 27%|██▋ | 126/469 [00:12<00:34, 9.86it/s, v_num=9, loss/train=0.184, alignment/train=0.0767, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 27%|██▋ | 126/469 [00:12<00:34, 9.86it/s, v_num=9, loss/train=0.186, alignment/train=0.0694, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 27%|██▋ | 127/469 [00:12<00:34, 9.89it/s, v_num=9, loss/train=0.186, alignment/train=0.0694, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 27%|██▋ | 127/469 [00:12<00:34, 9.89it/s, v_num=9, loss/train=0.165, alignment/train=0.0782, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 27%|██▋ | 128/469 [00:12<00:34, 9.93it/s, v_num=9, loss/train=0.165, alignment/train=0.0782, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 27%|██▋ | 128/469 [00:12<00:34, 9.93it/s, v_num=9, loss/train=0.183, alignment/train=0.0842, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 28%|██▊ | 129/469 [00:13<00:34, 9.92it/s, v_num=9, loss/train=0.183, alignment/train=0.0842, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 28%|██▊ | 129/469 [00:13<00:34, 9.92it/s, v_num=9, loss/train=0.164, alignment/train=0.0815, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 28%|██▊ | 130/469 [00:13<00:34, 9.91it/s, v_num=9, loss/train=0.164, alignment/train=0.0815, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 28%|██▊ | 130/469 [00:13<00:34, 9.91it/s, v_num=9, loss/train=0.177, alignment/train=0.0792, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 28%|██▊ | 131/469 [00:13<00:33, 9.95it/s, v_num=9, loss/train=0.177, alignment/train=0.0792, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 28%|██▊ | 131/469 [00:13<00:33, 9.94it/s, v_num=9, loss/train=0.171, alignment/train=0.0772, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 28%|██▊ | 132/469 [00:13<00:33, 9.98it/s, v_num=9, loss/train=0.171, alignment/train=0.0772, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 28%|██▊ | 132/469 [00:13<00:33, 9.98it/s, v_num=9, loss/train=0.160, alignment/train=0.0834, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 28%|██▊ | 133/469 [00:13<00:33, 9.97it/s, v_num=9, loss/train=0.160, alignment/train=0.0834, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 28%|██▊ | 133/469 [00:13<00:33, 9.97it/s, v_num=9, loss/train=0.206, alignment/train=0.0783, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 29%|██▊ | 134/469 [00:13<00:33, 9.94it/s, v_num=9, loss/train=0.206, alignment/train=0.0783, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 29%|██▊ | 134/469 [00:13<00:33, 9.94it/s, v_num=9, loss/train=0.165, alignment/train=0.0845, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 29%|██▉ | 135/469 [00:13<00:33, 9.97it/s, v_num=9, loss/train=0.165, alignment/train=0.0845, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 29%|██▉ | 135/469 [00:13<00:33, 9.97it/s, v_num=9, loss/train=0.171, alignment/train=0.0642, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 29%|██▉ | 136/469 [00:13<00:33, 9.97it/s, v_num=9, loss/train=0.171, alignment/train=0.0642, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 29%|██▉ | 136/469 [00:13<00:33, 9.97it/s, v_num=9, loss/train=0.183, alignment/train=0.0714, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 29%|██▉ | 137/469 [00:13<00:33, 9.96it/s, v_num=9, loss/train=0.183, alignment/train=0.0714, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 29%|██▉ | 137/469 [00:13<00:33, 9.96it/s, v_num=9, loss/train=0.203, alignment/train=0.0852, uniformity/train=-3.55, contrastive_acc/train=0.984, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 29%|██▉ | 138/469 [00:13<00:33, 9.97it/s, v_num=9, loss/train=0.203, alignment/train=0.0852, uniformity/train=-3.55, contrastive_acc/train=0.984, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 29%|██▉ | 138/469 [00:13<00:33, 9.97it/s, v_num=9, loss/train=0.133, alignment/train=0.0704, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 30%|██▉ | 139/469 [00:13<00:32, 10.00it/s, v_num=9, loss/train=0.133, alignment/train=0.0704, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 30%|██▉ | 139/469 [00:13<00:32, 10.00it/s, v_num=9, loss/train=0.212, alignment/train=0.0912, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 30%|██▉ | 140/469 [00:13<00:32, 10.03it/s, v_num=9, loss/train=0.212, alignment/train=0.0912, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 30%|██▉ | 140/469 [00:13<00:32, 10.03it/s, v_num=9, loss/train=0.161, alignment/train=0.0728, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 30%|███ | 141/469 [00:14<00:32, 10.06it/s, v_num=9, loss/train=0.161, alignment/train=0.0728, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 30%|███ | 141/469 [00:14<00:32, 10.06it/s, v_num=9, loss/train=0.146, alignment/train=0.0696, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 30%|███ | 142/469 [00:14<00:32, 10.02it/s, v_num=9, loss/train=0.146, alignment/train=0.0696, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 30%|███ | 142/469 [00:14<00:32, 10.02it/s, v_num=9, loss/train=0.181, alignment/train=0.077, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 30%|███ | 143/469 [00:14<00:32, 9.95it/s, v_num=9, loss/train=0.181, alignment/train=0.077, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 30%|███ | 143/469 [00:14<00:32, 9.95it/s, v_num=9, loss/train=0.155, alignment/train=0.0772, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 31%|███ | 144/469 [00:14<00:32, 9.98it/s, v_num=9, loss/train=0.155, alignment/train=0.0772, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 31%|███ | 144/469 [00:14<00:32, 9.98it/s, v_num=9, loss/train=0.164, alignment/train=0.0748, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 31%|███ | 145/469 [00:14<00:32, 10.01it/s, v_num=9, loss/train=0.164, alignment/train=0.0748, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 31%|███ | 145/469 [00:14<00:32, 10.01it/s, v_num=9, loss/train=0.169, alignment/train=0.0797, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 31%|███ | 146/469 [00:14<00:32, 10.04it/s, v_num=9, loss/train=0.169, alignment/train=0.0797, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 31%|███ | 146/469 [00:14<00:32, 10.04it/s, v_num=9, loss/train=0.157, alignment/train=0.0789, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 31%|███▏ | 147/469 [00:14<00:32, 10.04it/s, v_num=9, loss/train=0.157, alignment/train=0.0789, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 31%|███▏ | 147/469 [00:14<00:32, 10.04it/s, v_num=9, loss/train=0.147, alignment/train=0.0666, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 32%|███▏ | 148/469 [00:14<00:31, 10.05it/s, v_num=9, loss/train=0.147, alignment/train=0.0666, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 32%|███▏ | 148/469 [00:14<00:31, 10.05it/s, v_num=9, loss/train=0.157, alignment/train=0.0675, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 32%|███▏ | 149/469 [00:14<00:31, 10.02it/s, v_num=9, loss/train=0.157, alignment/train=0.0675, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 32%|███▏ | 149/469 [00:14<00:31, 10.02it/s, v_num=9, loss/train=0.167, alignment/train=0.0765, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 32%|███▏ | 150/469 [00:14<00:31, 10.04it/s, v_num=9, loss/train=0.167, alignment/train=0.0765, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 32%|███▏ | 150/469 [00:14<00:31, 10.04it/s, v_num=9, loss/train=0.202, alignment/train=0.0863, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 32%|███▏ | 151/469 [00:15<00:31, 10.07it/s, v_num=9, loss/train=0.202, alignment/train=0.0863, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 32%|███▏ | 151/469 [00:15<00:31, 10.06it/s, v_num=9, loss/train=0.216, alignment/train=0.0914, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 32%|███▏ | 152/469 [00:15<00:31, 10.08it/s, v_num=9, loss/train=0.216, alignment/train=0.0914, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 32%|███▏ | 152/469 [00:15<00:31, 10.07it/s, v_num=9, loss/train=0.177, alignment/train=0.0717, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 33%|███▎ | 153/469 [00:15<00:31, 10.09it/s, v_num=9, loss/train=0.177, alignment/train=0.0717, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 33%|███▎ | 153/469 [00:15<00:31, 10.09it/s, v_num=9, loss/train=0.157, alignment/train=0.0691, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 33%|███▎ | 154/469 [00:15<00:31, 10.11it/s, v_num=9, loss/train=0.157, alignment/train=0.0691, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 33%|███▎ | 154/469 [00:15<00:31, 10.11it/s, v_num=9, loss/train=0.164, alignment/train=0.0759, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 33%|███▎ | 155/469 [00:15<00:31, 10.12it/s, v_num=9, loss/train=0.164, alignment/train=0.0759, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 33%|███▎ | 155/469 [00:15<00:31, 10.12it/s, v_num=9, loss/train=0.190, alignment/train=0.0739, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 33%|███▎ | 156/469 [00:15<00:30, 10.14it/s, v_num=9, loss/train=0.190, alignment/train=0.0739, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 33%|███▎ | 156/469 [00:15<00:30, 10.14it/s, v_num=9, loss/train=0.177, alignment/train=0.0775, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 33%|███▎ | 157/469 [00:15<00:30, 10.14it/s, v_num=9, loss/train=0.177, alignment/train=0.0775, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 33%|███▎ | 157/469 [00:15<00:30, 10.14it/s, v_num=9, loss/train=0.187, alignment/train=0.0866, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 34%|███▎ | 158/469 [00:15<00:30, 10.13it/s, v_num=9, loss/train=0.187, alignment/train=0.0866, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 34%|███▎ | 158/469 [00:15<00:30, 10.13it/s, v_num=9, loss/train=0.196, alignment/train=0.090, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 34%|███▍ | 159/469 [00:15<00:30, 10.11it/s, v_num=9, loss/train=0.196, alignment/train=0.090, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 34%|███▍ | 159/469 [00:15<00:30, 10.11it/s, v_num=9, loss/train=0.215, alignment/train=0.0861, uniformity/train=-3.52, contrastive_acc/train=0.980, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 34%|███▍ | 160/469 [00:15<00:30, 10.10it/s, v_num=9, loss/train=0.215, alignment/train=0.0861, uniformity/train=-3.52, contrastive_acc/train=0.980, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 34%|███▍ | 160/469 [00:15<00:30, 10.10it/s, v_num=9, loss/train=0.207, alignment/train=0.0862, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 34%|███▍ | 161/469 [00:15<00:30, 10.11it/s, v_num=9, loss/train=0.207, alignment/train=0.0862, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 34%|███▍ | 161/469 [00:15<00:30, 10.11it/s, v_num=9, loss/train=0.165, alignment/train=0.0777, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 35%|███▍ | 162/469 [00:16<00:30, 10.11it/s, v_num=9, loss/train=0.165, alignment/train=0.0777, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 35%|███▍ | 162/469 [00:16<00:30, 10.11it/s, v_num=9, loss/train=0.171, alignment/train=0.0749, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 35%|███▍ | 163/469 [00:16<00:30, 10.12it/s, v_num=9, loss/train=0.171, alignment/train=0.0749, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 35%|███▍ | 163/469 [00:16<00:30, 10.12it/s, v_num=9, loss/train=0.189, alignment/train=0.0849, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 35%|███▍ | 164/469 [00:16<00:30, 10.14it/s, v_num=9, loss/train=0.189, alignment/train=0.0849, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 35%|███▍ | 164/469 [00:16<00:30, 10.14it/s, v_num=9, loss/train=0.179, alignment/train=0.0897, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 35%|███▌ | 165/469 [00:16<00:29, 10.16it/s, v_num=9, loss/train=0.179, alignment/train=0.0897, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 35%|███▌ | 165/469 [00:16<00:29, 10.16it/s, v_num=9, loss/train=0.194, alignment/train=0.0778, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 35%|███▌ | 166/469 [00:16<00:29, 10.16it/s, v_num=9, loss/train=0.194, alignment/train=0.0778, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 35%|███▌ | 166/469 [00:16<00:29, 10.16it/s, v_num=9, loss/train=0.159, alignment/train=0.0843, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 36%|███▌ | 167/469 [00:16<00:29, 10.18it/s, v_num=9, loss/train=0.159, alignment/train=0.0843, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 36%|███▌ | 167/469 [00:16<00:29, 10.18it/s, v_num=9, loss/train=0.178, alignment/train=0.0728, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 36%|███▌ | 168/469 [00:16<00:29, 10.20it/s, v_num=9, loss/train=0.178, alignment/train=0.0728, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 36%|███▌ | 168/469 [00:16<00:29, 10.20it/s, v_num=9, loss/train=0.200, alignment/train=0.0916, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 36%|███▌ | 169/469 [00:16<00:29, 10.23it/s, v_num=9, loss/train=0.200, alignment/train=0.0916, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 36%|███▌ | 169/469 [00:16<00:29, 10.22it/s, v_num=9, loss/train=0.206, alignment/train=0.0854, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 36%|███▌ | 170/469 [00:16<00:29, 10.21it/s, v_num=9, loss/train=0.206, alignment/train=0.0854, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 36%|███▌ | 170/469 [00:16<00:29, 10.20it/s, v_num=9, loss/train=0.180, alignment/train=0.0883, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 36%|███▋ | 171/469 [00:16<00:29, 10.18it/s, v_num=9, loss/train=0.180, alignment/train=0.0883, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 36%|███▋ | 171/469 [00:16<00:29, 10.18it/s, v_num=9, loss/train=0.171, alignment/train=0.0833, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 37%|███▋ | 172/469 [00:16<00:29, 10.15it/s, v_num=9, loss/train=0.171, alignment/train=0.0833, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 37%|███▋ | 172/469 [00:16<00:29, 10.15it/s, v_num=9, loss/train=0.202, alignment/train=0.0808, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 37%|███▋ | 173/469 [00:17<00:29, 10.17it/s, v_num=9, loss/train=0.202, alignment/train=0.0808, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 37%|███▋ | 173/469 [00:17<00:29, 10.17it/s, v_num=9, loss/train=0.172, alignment/train=0.0767, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 37%|███▋ | 174/469 [00:17<00:28, 10.19it/s, v_num=9, loss/train=0.172, alignment/train=0.0767, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 37%|███▋ | 174/469 [00:17<00:28, 10.19it/s, v_num=9, loss/train=0.198, alignment/train=0.0869, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 37%|███▋ | 175/469 [00:17<00:28, 10.21it/s, v_num=9, loss/train=0.198, alignment/train=0.0869, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 37%|███▋ | 175/469 [00:17<00:28, 10.21it/s, v_num=9, loss/train=0.203, alignment/train=0.0765, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 38%|███▊ | 176/469 [00:17<00:28, 10.20it/s, v_num=9, loss/train=0.203, alignment/train=0.0765, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 38%|███▊ | 176/469 [00:17<00:28, 10.20it/s, v_num=9, loss/train=0.162, alignment/train=0.074, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 38%|███▊ | 177/469 [00:17<00:28, 10.22it/s, v_num=9, loss/train=0.162, alignment/train=0.074, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 38%|███▊ | 177/469 [00:17<00:28, 10.22it/s, v_num=9, loss/train=0.177, alignment/train=0.0852, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 38%|███▊ | 178/469 [00:17<00:28, 10.23it/s, v_num=9, loss/train=0.177, alignment/train=0.0852, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 38%|███▊ | 178/469 [00:17<00:28, 10.23it/s, v_num=9, loss/train=0.174, alignment/train=0.0729, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 38%|███▊ | 179/469 [00:17<00:28, 10.20it/s, v_num=9, loss/train=0.174, alignment/train=0.0729, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 38%|███▊ | 179/469 [00:17<00:28, 10.20it/s, v_num=9, loss/train=0.164, alignment/train=0.0818, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 38%|███▊ | 180/469 [00:17<00:28, 10.18it/s, v_num=9, loss/train=0.164, alignment/train=0.0818, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 38%|███▊ | 180/469 [00:17<00:28, 10.18it/s, v_num=9, loss/train=0.168, alignment/train=0.0891, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 39%|███▊ | 181/469 [00:17<00:28, 10.20it/s, v_num=9, loss/train=0.168, alignment/train=0.0891, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 39%|███▊ | 181/469 [00:17<00:28, 10.20it/s, v_num=9, loss/train=0.184, alignment/train=0.0794, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 39%|███▉ | 182/469 [00:17<00:28, 10.21it/s, v_num=9, loss/train=0.184, alignment/train=0.0794, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 39%|███▉ | 182/469 [00:17<00:28, 10.21it/s, v_num=9, loss/train=0.149, alignment/train=0.0739, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 39%|███▉ | 183/469 [00:17<00:27, 10.24it/s, v_num=9, loss/train=0.149, alignment/train=0.0739, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 39%|███▉ | 183/469 [00:17<00:27, 10.24it/s, v_num=9, loss/train=0.150, alignment/train=0.0805, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 39%|███▉ | 184/469 [00:17<00:27, 10.26it/s, v_num=9, loss/train=0.150, alignment/train=0.0805, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 39%|███▉ | 184/469 [00:17<00:27, 10.26it/s, v_num=9, loss/train=0.187, alignment/train=0.0866, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 39%|███▉ | 185/469 [00:18<00:27, 10.27it/s, v_num=9, loss/train=0.187, alignment/train=0.0866, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 39%|███▉ | 185/469 [00:18<00:27, 10.27it/s, v_num=9, loss/train=0.192, alignment/train=0.0792, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 40%|███▉ | 186/469 [00:18<00:27, 10.27it/s, v_num=9, loss/train=0.192, alignment/train=0.0792, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 40%|███▉ | 186/469 [00:18<00:27, 10.27it/s, v_num=9, loss/train=0.176, alignment/train=0.0777, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 40%|███▉ | 187/469 [00:18<00:27, 10.23it/s, v_num=9, loss/train=0.176, alignment/train=0.0777, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 40%|███▉ | 187/469 [00:18<00:27, 10.23it/s, v_num=9, loss/train=0.201, alignment/train=0.086, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 40%|████ | 188/469 [00:18<00:27, 10.22it/s, v_num=9, loss/train=0.201, alignment/train=0.086, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 40%|████ | 188/469 [00:18<00:27, 10.22it/s, v_num=9, loss/train=0.184, alignment/train=0.0863, uniformity/train=-3.56, contrastive_acc/train=0.984, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 40%|████ | 189/469 [00:18<00:27, 10.25it/s, v_num=9, loss/train=0.184, alignment/train=0.0863, uniformity/train=-3.56, contrastive_acc/train=0.984, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 40%|████ | 189/469 [00:18<00:27, 10.25it/s, v_num=9, loss/train=0.178, alignment/train=0.0849, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 41%|████ | 190/469 [00:18<00:27, 10.24it/s, v_num=9, loss/train=0.178, alignment/train=0.0849, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 41%|████ | 190/469 [00:18<00:27, 10.24it/s, v_num=9, loss/train=0.160, alignment/train=0.0831, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 41%|████ | 191/469 [00:18<00:27, 10.24it/s, v_num=9, loss/train=0.160, alignment/train=0.0831, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 41%|████ | 191/469 [00:18<00:27, 10.24it/s, v_num=9, loss/train=0.171, alignment/train=0.0754, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 41%|████ | 192/469 [00:18<00:27, 10.26it/s, v_num=9, loss/train=0.171, alignment/train=0.0754, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 41%|████ | 192/469 [00:18<00:27, 10.26it/s, v_num=9, loss/train=0.194, alignment/train=0.0851, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 41%|████ | 193/469 [00:18<00:26, 10.25it/s, v_num=9, loss/train=0.194, alignment/train=0.0851, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 41%|████ | 193/469 [00:18<00:26, 10.25it/s, v_num=9, loss/train=0.194, alignment/train=0.0756, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 41%|████▏ | 194/469 [00:18<00:26, 10.27it/s, v_num=9, loss/train=0.194, alignment/train=0.0756, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 41%|████▏ | 194/469 [00:18<00:26, 10.27it/s, v_num=9, loss/train=0.156, alignment/train=0.0851, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 42%|████▏ | 195/469 [00:18<00:26, 10.28it/s, v_num=9, loss/train=0.156, alignment/train=0.0851, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 42%|████▏ | 195/469 [00:18<00:26, 10.28it/s, v_num=9, loss/train=0.168, alignment/train=0.081, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 42%|████▏ | 196/469 [00:19<00:26, 10.27it/s, v_num=9, loss/train=0.168, alignment/train=0.081, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 42%|████▏ | 196/469 [00:19<00:26, 10.27it/s, v_num=9, loss/train=0.167, alignment/train=0.0859, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 42%|████▏ | 197/469 [00:19<00:26, 10.28it/s, v_num=9, loss/train=0.167, alignment/train=0.0859, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 42%|████▏ | 197/469 [00:19<00:26, 10.28it/s, v_num=9, loss/train=0.167, alignment/train=0.082, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 42%|████▏ | 198/469 [00:19<00:26, 10.28it/s, v_num=9, loss/train=0.167, alignment/train=0.082, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 42%|████▏ | 198/469 [00:19<00:26, 10.28it/s, v_num=9, loss/train=0.152, alignment/train=0.077, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 42%|████▏ | 199/469 [00:19<00:26, 10.30it/s, v_num=9, loss/train=0.152, alignment/train=0.077, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 42%|████▏ | 199/469 [00:19<00:26, 10.30it/s, v_num=9, loss/train=0.197, alignment/train=0.0782, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 43%|████▎ | 200/469 [00:19<00:26, 10.29it/s, v_num=9, loss/train=0.197, alignment/train=0.0782, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 43%|████▎ | 200/469 [00:19<00:26, 10.29it/s, v_num=9, loss/train=0.178, alignment/train=0.0857, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 43%|████▎ | 201/469 [00:19<00:26, 10.30it/s, v_num=9, loss/train=0.178, alignment/train=0.0857, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 43%|████▎ | 201/469 [00:19<00:26, 10.30it/s, v_num=9, loss/train=0.196, alignment/train=0.0822, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 43%|████▎ | 202/469 [00:19<00:25, 10.32it/s, v_num=9, loss/train=0.196, alignment/train=0.0822, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 43%|████▎ | 202/469 [00:19<00:25, 10.32it/s, v_num=9, loss/train=0.174, alignment/train=0.0691, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 43%|████▎ | 203/469 [00:19<00:25, 10.34it/s, v_num=9, loss/train=0.174, alignment/train=0.0691, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 43%|████▎ | 203/469 [00:19<00:25, 10.34it/s, v_num=9, loss/train=0.166, alignment/train=0.0745, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 43%|████▎ | 204/469 [00:19<00:25, 10.33it/s, v_num=9, loss/train=0.166, alignment/train=0.0745, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 43%|████▎ | 204/469 [00:19<00:25, 10.33it/s, v_num=9, loss/train=0.185, alignment/train=0.078, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 44%|████▎ | 205/469 [00:19<00:25, 10.32it/s, v_num=9, loss/train=0.185, alignment/train=0.078, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 44%|████▎ | 205/469 [00:19<00:25, 10.32it/s, v_num=9, loss/train=0.161, alignment/train=0.0764, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 44%|████▍ | 206/469 [00:19<00:25, 10.33it/s, v_num=9, loss/train=0.161, alignment/train=0.0764, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 44%|████▍ | 206/469 [00:19<00:25, 10.33it/s, v_num=9, loss/train=0.167, alignment/train=0.0844, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 44%|████▍ | 207/469 [00:20<00:25, 10.33it/s, v_num=9, loss/train=0.167, alignment/train=0.0844, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 44%|████▍ | 207/469 [00:20<00:25, 10.33it/s, v_num=9, loss/train=0.196, alignment/train=0.0781, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 44%|████▍ | 208/469 [00:20<00:25, 10.33it/s, v_num=9, loss/train=0.196, alignment/train=0.0781, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 44%|████▍ | 208/469 [00:20<00:25, 10.33it/s, v_num=9, loss/train=0.171, alignment/train=0.0705, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 45%|████▍ | 209/469 [00:20<00:25, 10.34it/s, v_num=9, loss/train=0.171, alignment/train=0.0705, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 45%|████▍ | 209/469 [00:20<00:25, 10.34it/s, v_num=9, loss/train=0.204, alignment/train=0.0843, uniformity/train=-3.55, contrastive_acc/train=0.988, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 45%|████▍ | 210/469 [00:20<00:25, 10.34it/s, v_num=9, loss/train=0.204, alignment/train=0.0843, uniformity/train=-3.55, contrastive_acc/train=0.988, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 45%|████▍ | 210/469 [00:20<00:25, 10.34it/s, v_num=9, loss/train=0.180, alignment/train=0.0813, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 45%|████▍ | 211/469 [00:20<00:24, 10.33it/s, v_num=9, loss/train=0.180, alignment/train=0.0813, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 45%|████▍ | 211/469 [00:20<00:24, 10.33it/s, v_num=9, loss/train=0.179, alignment/train=0.0781, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 45%|████▌ | 212/469 [00:20<00:24, 10.34it/s, v_num=9, loss/train=0.179, alignment/train=0.0781, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 45%|████▌ | 212/469 [00:20<00:24, 10.34it/s, v_num=9, loss/train=0.137, alignment/train=0.0741, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 45%|████▌ | 213/469 [00:20<00:24, 10.36it/s, v_num=9, loss/train=0.137, alignment/train=0.0741, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 45%|████▌ | 213/469 [00:20<00:24, 10.36it/s, v_num=9, loss/train=0.141, alignment/train=0.084, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 46%|████▌ | 214/469 [00:20<00:24, 10.36it/s, v_num=9, loss/train=0.141, alignment/train=0.084, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 46%|████▌ | 214/469 [00:20<00:24, 10.36it/s, v_num=9, loss/train=0.193, alignment/train=0.0844, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 46%|████▌ | 215/469 [00:20<00:24, 10.37it/s, v_num=9, loss/train=0.193, alignment/train=0.0844, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 46%|████▌ | 215/469 [00:20<00:24, 10.37it/s, v_num=9, loss/train=0.167, alignment/train=0.0843, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 46%|████▌ | 216/469 [00:20<00:24, 10.38it/s, v_num=9, loss/train=0.167, alignment/train=0.0843, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 46%|████▌ | 216/469 [00:20<00:24, 10.38it/s, v_num=9, loss/train=0.172, alignment/train=0.079, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 46%|████▋ | 217/469 [00:20<00:24, 10.37it/s, v_num=9, loss/train=0.172, alignment/train=0.079, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 46%|████▋ | 217/469 [00:20<00:24, 10.37it/s, v_num=9, loss/train=0.208, alignment/train=0.0991, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 46%|████▋ | 218/469 [00:21<00:24, 10.38it/s, v_num=9, loss/train=0.208, alignment/train=0.0991, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 46%|████▋ | 218/469 [00:21<00:24, 10.38it/s, v_num=9, loss/train=0.182, alignment/train=0.0837, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 47%|████▋ | 219/469 [00:21<00:24, 10.37it/s, v_num=9, loss/train=0.182, alignment/train=0.0837, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 47%|████▋ | 219/469 [00:21<00:24, 10.37it/s, v_num=9, loss/train=0.173, alignment/train=0.0779, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 47%|████▋ | 220/469 [00:21<00:24, 10.37it/s, v_num=9, loss/train=0.173, alignment/train=0.0779, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 47%|████▋ | 220/469 [00:21<00:24, 10.37it/s, v_num=9, loss/train=0.161, alignment/train=0.0818, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 47%|████▋ | 221/469 [00:21<00:23, 10.39it/s, v_num=9, loss/train=0.161, alignment/train=0.0818, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 47%|████▋ | 221/469 [00:21<00:23, 10.39it/s, v_num=9, loss/train=0.156, alignment/train=0.0704, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 47%|████▋ | 222/469 [00:21<00:23, 10.40it/s, v_num=9, loss/train=0.156, alignment/train=0.0704, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 47%|████▋ | 222/469 [00:21<00:23, 10.40it/s, v_num=9, loss/train=0.178, alignment/train=0.0832, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 48%|████▊ | 223/469 [00:21<00:23, 10.40it/s, v_num=9, loss/train=0.178, alignment/train=0.0832, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 48%|████▊ | 223/469 [00:21<00:23, 10.40it/s, v_num=9, loss/train=0.179, alignment/train=0.0759, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 48%|████▊ | 224/469 [00:21<00:23, 10.41it/s, v_num=9, loss/train=0.179, alignment/train=0.0759, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 48%|████▊ | 224/469 [00:21<00:23, 10.41it/s, v_num=9, loss/train=0.175, alignment/train=0.0767, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 48%|████▊ | 225/469 [00:21<00:23, 10.43it/s, v_num=9, loss/train=0.175, alignment/train=0.0767, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 48%|████▊ | 225/469 [00:21<00:23, 10.43it/s, v_num=9, loss/train=0.158, alignment/train=0.0752, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 48%|████▊ | 226/469 [00:21<00:23, 10.42it/s, v_num=9, loss/train=0.158, alignment/train=0.0752, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 48%|████▊ | 226/469 [00:21<00:23, 10.42it/s, v_num=9, loss/train=0.154, alignment/train=0.0827, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 48%|████▊ | 227/469 [00:21<00:23, 10.40it/s, v_num=9, loss/train=0.154, alignment/train=0.0827, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 48%|████▊ | 227/469 [00:21<00:23, 10.40it/s, v_num=9, loss/train=0.170, alignment/train=0.0832, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 49%|████▊ | 228/469 [00:21<00:23, 10.40it/s, v_num=9, loss/train=0.170, alignment/train=0.0832, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 49%|████▊ | 228/469 [00:21<00:23, 10.40it/s, v_num=9, loss/train=0.195, alignment/train=0.0915, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 49%|████▉ | 229/469 [00:22<00:23, 10.40it/s, v_num=9, loss/train=0.195, alignment/train=0.0915, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 49%|████▉ | 229/469 [00:22<00:23, 10.40it/s, v_num=9, loss/train=0.157, alignment/train=0.0746, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 49%|████▉ | 230/469 [00:22<00:22, 10.41it/s, v_num=9, loss/train=0.157, alignment/train=0.0746, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 49%|████▉ | 230/469 [00:22<00:22, 10.41it/s, v_num=9, loss/train=0.168, alignment/train=0.0789, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 49%|████▉ | 231/469 [00:22<00:22, 10.42it/s, v_num=9, loss/train=0.168, alignment/train=0.0789, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 49%|████▉ | 231/469 [00:22<00:22, 10.42it/s, v_num=9, loss/train=0.185, alignment/train=0.0767, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 49%|████▉ | 232/469 [00:22<00:22, 10.42it/s, v_num=9, loss/train=0.185, alignment/train=0.0767, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 49%|████▉ | 232/469 [00:22<00:22, 10.42it/s, v_num=9, loss/train=0.178, alignment/train=0.0652, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 50%|████▉ | 233/469 [00:22<00:22, 10.41it/s, v_num=9, loss/train=0.178, alignment/train=0.0652, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 50%|████▉ | 233/469 [00:22<00:22, 10.41it/s, v_num=9, loss/train=0.187, alignment/train=0.0837, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 50%|████▉ | 234/469 [00:22<00:22, 10.42it/s, v_num=9, loss/train=0.187, alignment/train=0.0837, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 50%|████▉ | 234/469 [00:22<00:22, 10.42it/s, v_num=9, loss/train=0.181, alignment/train=0.0667, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 50%|█████ | 235/469 [00:22<00:22, 10.44it/s, v_num=9, loss/train=0.181, alignment/train=0.0667, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 50%|█████ | 235/469 [00:22<00:22, 10.44it/s, v_num=9, loss/train=0.173, alignment/train=0.0721, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 50%|█████ | 236/469 [00:22<00:22, 10.46it/s, v_num=9, loss/train=0.173, alignment/train=0.0721, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 50%|█████ | 236/469 [00:22<00:22, 10.46it/s, v_num=9, loss/train=0.189, alignment/train=0.0774, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 51%|█████ | 237/469 [00:22<00:22, 10.48it/s, v_num=9, loss/train=0.189, alignment/train=0.0774, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 51%|█████ | 237/469 [00:22<00:22, 10.48it/s, v_num=9, loss/train=0.191, alignment/train=0.0988, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 51%|█████ | 238/469 [00:22<00:22, 10.46it/s, v_num=9, loss/train=0.191, alignment/train=0.0988, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 51%|█████ | 238/469 [00:22<00:22, 10.46it/s, v_num=9, loss/train=0.182, alignment/train=0.0991, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 51%|█████ | 239/469 [00:22<00:21, 10.47it/s, v_num=9, loss/train=0.182, alignment/train=0.0991, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 51%|█████ | 239/469 [00:22<00:21, 10.47it/s, v_num=9, loss/train=0.198, alignment/train=0.0791, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 51%|█████ | 240/469 [00:22<00:21, 10.46it/s, v_num=9, loss/train=0.198, alignment/train=0.0791, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 51%|█████ | 240/469 [00:22<00:21, 10.46it/s, v_num=9, loss/train=0.237, alignment/train=0.0894, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 51%|█████▏ | 241/469 [00:23<00:21, 10.45it/s, v_num=9, loss/train=0.237, alignment/train=0.0894, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 51%|█████▏ | 241/469 [00:23<00:21, 10.45it/s, v_num=9, loss/train=0.205, alignment/train=0.101, uniformity/train=-3.55, contrastive_acc/train=0.988, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 52%|█████▏ | 242/469 [00:23<00:21, 10.44it/s, v_num=9, loss/train=0.205, alignment/train=0.101, uniformity/train=-3.55, contrastive_acc/train=0.988, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 52%|█████▏ | 242/469 [00:23<00:21, 10.44it/s, v_num=9, loss/train=0.206, alignment/train=0.0845, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 52%|█████▏ | 243/469 [00:23<00:21, 10.44it/s, v_num=9, loss/train=0.206, alignment/train=0.0845, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 52%|█████▏ | 243/469 [00:23<00:21, 10.44it/s, v_num=9, loss/train=0.207, alignment/train=0.0907, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 52%|█████▏ | 244/469 [00:23<00:21, 10.46it/s, v_num=9, loss/train=0.207, alignment/train=0.0907, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 52%|█████▏ | 244/469 [00:23<00:21, 10.46it/s, v_num=9, loss/train=0.164, alignment/train=0.074, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 52%|█████▏ | 245/469 [00:23<00:21, 10.46it/s, v_num=9, loss/train=0.164, alignment/train=0.074, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 52%|█████▏ | 245/469 [00:23<00:21, 10.46it/s, v_num=9, loss/train=0.188, alignment/train=0.0751, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 52%|█████▏ | 246/469 [00:23<00:21, 10.46it/s, v_num=9, loss/train=0.188, alignment/train=0.0751, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 52%|█████▏ | 246/469 [00:23<00:21, 10.46it/s, v_num=9, loss/train=0.173, alignment/train=0.0752, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 53%|█████▎ | 247/469 [00:23<00:21, 10.46it/s, v_num=9, loss/train=0.173, alignment/train=0.0752, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 53%|█████▎ | 247/469 [00:23<00:21, 10.45it/s, v_num=9, loss/train=0.153, alignment/train=0.0665, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 53%|█████▎ | 248/469 [00:23<00:21, 10.47it/s, v_num=9, loss/train=0.153, alignment/train=0.0665, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 53%|█████▎ | 248/469 [00:23<00:21, 10.47it/s, v_num=9, loss/train=0.213, alignment/train=0.0838, uniformity/train=-3.54, contrastive_acc/train=0.988, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 53%|█████▎ | 249/469 [00:23<00:21, 10.46it/s, v_num=9, loss/train=0.213, alignment/train=0.0838, uniformity/train=-3.54, contrastive_acc/train=0.988, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 53%|█████▎ | 249/469 [00:23<00:21, 10.46it/s, v_num=9, loss/train=0.159, alignment/train=0.0821, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 53%|█████▎ | 250/469 [00:23<00:20, 10.46it/s, v_num=9, loss/train=0.159, alignment/train=0.0821, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 53%|█████▎ | 250/469 [00:23<00:20, 10.46it/s, v_num=9, loss/train=0.192, alignment/train=0.0783, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 54%|█████▎ | 251/469 [00:23<00:20, 10.48it/s, v_num=9, loss/train=0.192, alignment/train=0.0783, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 54%|█████▎ | 251/469 [00:23<00:20, 10.48it/s, v_num=9, loss/train=0.166, alignment/train=0.0773, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 54%|█████▎ | 252/469 [00:24<00:20, 10.47it/s, v_num=9, loss/train=0.166, alignment/train=0.0773, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 54%|█████▎ | 252/469 [00:24<00:20, 10.47it/s, v_num=9, loss/train=0.173, alignment/train=0.0826, uniformity/train=-3.55, contrastive_acc/train=0.988, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 54%|█████▍ | 253/469 [00:24<00:20, 10.48it/s, v_num=9, loss/train=0.173, alignment/train=0.0826, uniformity/train=-3.55, contrastive_acc/train=0.988, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 54%|█████▍ | 253/469 [00:24<00:20, 10.48it/s, v_num=9, loss/train=0.159, alignment/train=0.078, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 54%|█████▍ | 254/469 [00:24<00:20, 10.50it/s, v_num=9, loss/train=0.159, alignment/train=0.078, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 54%|█████▍ | 254/469 [00:24<00:20, 10.50it/s, v_num=9, loss/train=0.166, alignment/train=0.0838, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 54%|█████▍ | 255/469 [00:24<00:20, 10.51it/s, v_num=9, loss/train=0.166, alignment/train=0.0838, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 54%|█████▍ | 255/469 [00:24<00:20, 10.51it/s, v_num=9, loss/train=0.185, alignment/train=0.0816, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 55%|█████▍ | 256/469 [00:24<00:20, 10.50it/s, v_num=9, loss/train=0.185, alignment/train=0.0816, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 55%|█████▍ | 256/469 [00:24<00:20, 10.50it/s, v_num=9, loss/train=0.207, alignment/train=0.0815, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 55%|█████▍ | 257/469 [00:24<00:20, 10.52it/s, v_num=9, loss/train=0.207, alignment/train=0.0815, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 55%|█████▍ | 257/469 [00:24<00:20, 10.52it/s, v_num=9, loss/train=0.172, alignment/train=0.0664, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 55%|█████▌ | 258/469 [00:24<00:20, 10.50it/s, v_num=9, loss/train=0.172, alignment/train=0.0664, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 55%|█████▌ | 258/469 [00:24<00:20, 10.50it/s, v_num=9, loss/train=0.164, alignment/train=0.0828, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 55%|█████▌ | 259/469 [00:24<00:19, 10.52it/s, v_num=9, loss/train=0.164, alignment/train=0.0828, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 55%|█████▌ | 259/469 [00:24<00:19, 10.52it/s, v_num=9, loss/train=0.146, alignment/train=0.0746, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 55%|█████▌ | 260/469 [00:24<00:19, 10.51it/s, v_num=9, loss/train=0.146, alignment/train=0.0746, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 55%|█████▌ | 260/469 [00:24<00:19, 10.51it/s, v_num=9, loss/train=0.173, alignment/train=0.0952, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 56%|█████▌ | 261/469 [00:24<00:19, 10.50it/s, v_num=9, loss/train=0.173, alignment/train=0.0952, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 56%|█████▌ | 261/469 [00:24<00:19, 10.50it/s, v_num=9, loss/train=0.173, alignment/train=0.0792, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 56%|█████▌ | 262/469 [00:25<00:19, 10.47it/s, v_num=9, loss/train=0.173, alignment/train=0.0792, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 56%|█████▌ | 262/469 [00:25<00:19, 10.47it/s, v_num=9, loss/train=0.154, alignment/train=0.0763, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 56%|█████▌ | 263/469 [00:25<00:19, 10.47it/s, v_num=9, loss/train=0.154, alignment/train=0.0763, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 56%|█████▌ | 263/469 [00:25<00:19, 10.47it/s, v_num=9, loss/train=0.176, alignment/train=0.0793, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 56%|█████▋ | 264/469 [00:25<00:19, 10.49it/s, v_num=9, loss/train=0.176, alignment/train=0.0793, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 56%|█████▋ | 264/469 [00:25<00:19, 10.49it/s, v_num=9, loss/train=0.170, alignment/train=0.0713, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 57%|█████▋ | 265/469 [00:25<00:19, 10.50it/s, v_num=9, loss/train=0.170, alignment/train=0.0713, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 57%|█████▋ | 265/469 [00:25<00:19, 10.50it/s, v_num=9, loss/train=0.158, alignment/train=0.0779, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 57%|█████▋ | 266/469 [00:25<00:19, 10.49it/s, v_num=9, loss/train=0.158, alignment/train=0.0779, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 57%|█████▋ | 266/469 [00:25<00:19, 10.49it/s, v_num=9, loss/train=0.156, alignment/train=0.0775, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 57%|█████▋ | 267/469 [00:25<00:19, 10.50it/s, v_num=9, loss/train=0.156, alignment/train=0.0775, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 57%|█████▋ | 267/469 [00:25<00:19, 10.50it/s, v_num=9, loss/train=0.161, alignment/train=0.072, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 57%|█████▋ | 268/469 [00:25<00:19, 10.52it/s, v_num=9, loss/train=0.161, alignment/train=0.072, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 57%|█████▋ | 268/469 [00:25<00:19, 10.52it/s, v_num=9, loss/train=0.154, alignment/train=0.077, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 57%|█████▋ | 269/469 [00:25<00:19, 10.51it/s, v_num=9, loss/train=0.154, alignment/train=0.077, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 57%|█████▋ | 269/469 [00:25<00:19, 10.51it/s, v_num=9, loss/train=0.211, alignment/train=0.0879, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 58%|█████▊ | 270/469 [00:25<00:18, 10.50it/s, v_num=9, loss/train=0.211, alignment/train=0.0879, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 58%|█████▊ | 270/469 [00:25<00:18, 10.50it/s, v_num=9, loss/train=0.176, alignment/train=0.0739, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 58%|█████▊ | 271/469 [00:25<00:18, 10.49it/s, v_num=9, loss/train=0.176, alignment/train=0.0739, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 58%|█████▊ | 271/469 [00:25<00:18, 10.49it/s, v_num=9, loss/train=0.183, alignment/train=0.0832, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 58%|█████▊ | 272/469 [00:25<00:18, 10.50it/s, v_num=9, loss/train=0.183, alignment/train=0.0832, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 58%|█████▊ | 272/469 [00:25<00:18, 10.50it/s, v_num=9, loss/train=0.181, alignment/train=0.0631, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 58%|█████▊ | 273/469 [00:25<00:18, 10.51it/s, v_num=9, loss/train=0.181, alignment/train=0.0631, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 58%|█████▊ | 273/469 [00:25<00:18, 10.51it/s, v_num=9, loss/train=0.183, alignment/train=0.079, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 58%|█████▊ | 274/469 [00:26<00:18, 10.50it/s, v_num=9, loss/train=0.183, alignment/train=0.079, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 58%|█████▊ | 274/469 [00:26<00:18, 10.50it/s, v_num=9, loss/train=0.181, alignment/train=0.0962, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 59%|█████▊ | 275/469 [00:26<00:18, 10.52it/s, v_num=9, loss/train=0.181, alignment/train=0.0962, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 59%|█████▊ | 275/469 [00:26<00:18, 10.52it/s, v_num=9, loss/train=0.171, alignment/train=0.0823, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 59%|█████▉ | 276/469 [00:26<00:18, 10.52it/s, v_num=9, loss/train=0.171, alignment/train=0.0823, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 59%|█████▉ | 276/469 [00:26<00:18, 10.52it/s, v_num=9, loss/train=0.164, alignment/train=0.0807, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 59%|█████▉ | 277/469 [00:26<00:18, 10.52it/s, v_num=9, loss/train=0.164, alignment/train=0.0807, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 59%|█████▉ | 277/469 [00:26<00:18, 10.52it/s, v_num=9, loss/train=0.150, alignment/train=0.070, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 59%|█████▉ | 278/469 [00:26<00:18, 10.52it/s, v_num=9, loss/train=0.150, alignment/train=0.070, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 59%|█████▉ | 278/469 [00:26<00:18, 10.52it/s, v_num=9, loss/train=0.153, alignment/train=0.0773, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 59%|█████▉ | 279/469 [00:26<00:18, 10.54it/s, v_num=9, loss/train=0.153, alignment/train=0.0773, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 59%|█████▉ | 279/469 [00:26<00:18, 10.54it/s, v_num=9, loss/train=0.184, alignment/train=0.097, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 60%|█████▉ | 280/469 [00:26<00:17, 10.53it/s, v_num=9, loss/train=0.184, alignment/train=0.097, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 60%|█████▉ | 280/469 [00:26<00:17, 10.53it/s, v_num=9, loss/train=0.167, alignment/train=0.0674, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 60%|█████▉ | 281/469 [00:26<00:17, 10.53it/s, v_num=9, loss/train=0.167, alignment/train=0.0674, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 60%|█████▉ | 281/469 [00:26<00:17, 10.53it/s, v_num=9, loss/train=0.158, alignment/train=0.0781, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 60%|██████ | 282/469 [00:26<00:17, 10.53it/s, v_num=9, loss/train=0.158, alignment/train=0.0781, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 60%|██████ | 282/469 [00:26<00:17, 10.53it/s, v_num=9, loss/train=0.169, alignment/train=0.0797, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 60%|██████ | 283/469 [00:26<00:17, 10.54it/s, v_num=9, loss/train=0.169, alignment/train=0.0797, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 60%|██████ | 283/469 [00:26<00:17, 10.54it/s, v_num=9, loss/train=0.162, alignment/train=0.0775, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 61%|██████ | 284/469 [00:26<00:17, 10.54it/s, v_num=9, loss/train=0.162, alignment/train=0.0775, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 61%|██████ | 284/469 [00:26<00:17, 10.54it/s, v_num=9, loss/train=0.213, alignment/train=0.0822, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 61%|██████ | 285/469 [00:27<00:17, 10.53it/s, v_num=9, loss/train=0.213, alignment/train=0.0822, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 61%|██████ | 285/469 [00:27<00:17, 10.53it/s, v_num=9, loss/train=0.177, alignment/train=0.0694, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 61%|██████ | 286/469 [00:27<00:17, 10.55it/s, v_num=9, loss/train=0.177, alignment/train=0.0694, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 61%|██████ | 286/469 [00:27<00:17, 10.55it/s, v_num=9, loss/train=0.191, alignment/train=0.0835, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 61%|██████ | 287/469 [00:27<00:17, 10.54it/s, v_num=9, loss/train=0.191, alignment/train=0.0835, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 61%|██████ | 287/469 [00:27<00:17, 10.54it/s, v_num=9, loss/train=0.174, alignment/train=0.0781, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 61%|██████▏ | 288/469 [00:27<00:17, 10.53it/s, v_num=9, loss/train=0.174, alignment/train=0.0781, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 61%|██████▏ | 288/469 [00:27<00:17, 10.53it/s, v_num=9, loss/train=0.167, alignment/train=0.0779, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 62%|██████▏ | 289/469 [00:27<00:17, 10.54it/s, v_num=9, loss/train=0.167, alignment/train=0.0779, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 62%|██████▏ | 289/469 [00:27<00:17, 10.54it/s, v_num=9, loss/train=0.161, alignment/train=0.0743, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 62%|██████▏ | 290/469 [00:27<00:16, 10.55it/s, v_num=9, loss/train=0.161, alignment/train=0.0743, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 62%|██████▏ | 290/469 [00:27<00:16, 10.55it/s, v_num=9, loss/train=0.186, alignment/train=0.0922, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 62%|██████▏ | 291/469 [00:27<00:16, 10.55it/s, v_num=9, loss/train=0.186, alignment/train=0.0922, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 62%|██████▏ | 291/469 [00:27<00:16, 10.55it/s, v_num=9, loss/train=0.164, alignment/train=0.089, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 62%|██████▏ | 292/469 [00:27<00:16, 10.55it/s, v_num=9, loss/train=0.164, alignment/train=0.089, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 62%|██████▏ | 292/469 [00:27<00:16, 10.55it/s, v_num=9, loss/train=0.167, alignment/train=0.0697, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 62%|██████▏ | 293/469 [00:27<00:16, 10.55it/s, v_num=9, loss/train=0.167, alignment/train=0.0697, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 62%|██████▏ | 293/469 [00:27<00:16, 10.55it/s, v_num=9, loss/train=0.199, alignment/train=0.0767, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 63%|██████▎ | 294/469 [00:27<00:16, 10.56it/s, v_num=9, loss/train=0.199, alignment/train=0.0767, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 63%|██████▎ | 294/469 [00:27<00:16, 10.56it/s, v_num=9, loss/train=0.183, alignment/train=0.0823, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 63%|██████▎ | 295/469 [00:27<00:16, 10.56it/s, v_num=9, loss/train=0.183, alignment/train=0.0823, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 63%|██████▎ | 295/469 [00:27<00:16, 10.56it/s, v_num=9, loss/train=0.192, alignment/train=0.082, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 63%|██████▎ | 296/469 [00:28<00:16, 10.57it/s, v_num=9, loss/train=0.192, alignment/train=0.082, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 63%|██████▎ | 296/469 [00:28<00:16, 10.57it/s, v_num=9, loss/train=0.178, alignment/train=0.0755, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 63%|██████▎ | 297/469 [00:28<00:16, 10.57it/s, v_num=9, loss/train=0.178, alignment/train=0.0755, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 63%|██████▎ | 297/469 [00:28<00:16, 10.57it/s, v_num=9, loss/train=0.158, alignment/train=0.0669, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 64%|██████▎ | 298/469 [00:28<00:16, 10.56it/s, v_num=9, loss/train=0.158, alignment/train=0.0669, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 64%|██████▎ | 298/469 [00:28<00:16, 10.56it/s, v_num=9, loss/train=0.158, alignment/train=0.0841, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 64%|██████▍ | 299/469 [00:28<00:16, 10.57it/s, v_num=9, loss/train=0.158, alignment/train=0.0841, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 64%|██████▍ | 299/469 [00:28<00:16, 10.57it/s, v_num=9, loss/train=0.198, alignment/train=0.076, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 64%|██████▍ | 300/469 [00:28<00:15, 10.58it/s, v_num=9, loss/train=0.198, alignment/train=0.076, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 64%|██████▍ | 300/469 [00:28<00:15, 10.58it/s, v_num=9, loss/train=0.180, alignment/train=0.0799, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 64%|██████▍ | 301/469 [00:28<00:15, 10.58it/s, v_num=9, loss/train=0.180, alignment/train=0.0799, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 64%|██████▍ | 301/469 [00:28<00:15, 10.58it/s, v_num=9, loss/train=0.197, alignment/train=0.0792, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 64%|██████▍ | 302/469 [00:28<00:15, 10.56it/s, v_num=9, loss/train=0.197, alignment/train=0.0792, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 64%|██████▍ | 302/469 [00:28<00:15, 10.56it/s, v_num=9, loss/train=0.163, alignment/train=0.0731, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 65%|██████▍ | 303/469 [00:28<00:15, 10.58it/s, v_num=9, loss/train=0.163, alignment/train=0.0731, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 65%|██████▍ | 303/469 [00:28<00:15, 10.58it/s, v_num=9, loss/train=0.175, alignment/train=0.0757, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 65%|██████▍ | 304/469 [00:28<00:15, 10.58it/s, v_num=9, loss/train=0.175, alignment/train=0.0757, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 65%|██████▍ | 304/469 [00:28<00:15, 10.58it/s, v_num=9, loss/train=0.171, alignment/train=0.0813, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 65%|██████▌ | 305/469 [00:28<00:15, 10.57it/s, v_num=9, loss/train=0.171, alignment/train=0.0813, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 65%|██████▌ | 305/469 [00:28<00:15, 10.57it/s, v_num=9, loss/train=0.161, alignment/train=0.0793, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 65%|██████▌ | 306/469 [00:28<00:15, 10.58it/s, v_num=9, loss/train=0.161, alignment/train=0.0793, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 65%|██████▌ | 306/469 [00:28<00:15, 10.58it/s, v_num=9, loss/train=0.163, alignment/train=0.0819, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 65%|██████▌ | 307/469 [00:29<00:15, 10.57it/s, v_num=9, loss/train=0.163, alignment/train=0.0819, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 65%|██████▌ | 307/469 [00:29<00:15, 10.57it/s, v_num=9, loss/train=0.151, alignment/train=0.0793, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 66%|██████▌ | 308/469 [00:29<00:15, 10.58it/s, v_num=9, loss/train=0.151, alignment/train=0.0793, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 66%|██████▌ | 308/469 [00:29<00:15, 10.58it/s, v_num=9, loss/train=0.177, alignment/train=0.0726, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 66%|██████▌ | 309/469 [00:29<00:15, 10.59it/s, v_num=9, loss/train=0.177, alignment/train=0.0726, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 66%|██████▌ | 309/469 [00:29<00:15, 10.59it/s, v_num=9, loss/train=0.172, alignment/train=0.0837, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 66%|██████▌ | 310/469 [00:29<00:15, 10.59it/s, v_num=9, loss/train=0.172, alignment/train=0.0837, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 66%|██████▌ | 310/469 [00:29<00:15, 10.59it/s, v_num=9, loss/train=0.187, alignment/train=0.0774, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 66%|██████▋ | 311/469 [00:29<00:14, 10.58it/s, v_num=9, loss/train=0.187, alignment/train=0.0774, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 66%|██████▋ | 311/469 [00:29<00:14, 10.58it/s, v_num=9, loss/train=0.188, alignment/train=0.0791, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 67%|██████▋ | 312/469 [00:29<00:14, 10.60it/s, v_num=9, loss/train=0.188, alignment/train=0.0791, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 67%|██████▋ | 312/469 [00:29<00:14, 10.60it/s, v_num=9, loss/train=0.183, alignment/train=0.0777, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 67%|██████▋ | 313/469 [00:29<00:14, 10.60it/s, v_num=9, loss/train=0.183, alignment/train=0.0777, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 67%|██████▋ | 313/469 [00:29<00:14, 10.60it/s, v_num=9, loss/train=0.174, alignment/train=0.0794, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 67%|██████▋ | 314/469 [00:29<00:14, 10.60it/s, v_num=9, loss/train=0.174, alignment/train=0.0794, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 67%|██████▋ | 314/469 [00:29<00:14, 10.60it/s, v_num=9, loss/train=0.138, alignment/train=0.0772, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 67%|██████▋ | 315/469 [00:29<00:14, 10.60it/s, v_num=9, loss/train=0.138, alignment/train=0.0772, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 67%|██████▋ | 315/469 [00:29<00:14, 10.60it/s, v_num=9, loss/train=0.197, alignment/train=0.0802, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 67%|██████▋ | 316/469 [00:29<00:14, 10.60it/s, v_num=9, loss/train=0.197, alignment/train=0.0802, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 67%|██████▋ | 316/469 [00:29<00:14, 10.60it/s, v_num=9, loss/train=0.181, alignment/train=0.0723, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 68%|██████▊ | 317/469 [00:29<00:14, 10.61it/s, v_num=9, loss/train=0.181, alignment/train=0.0723, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 68%|██████▊ | 317/469 [00:29<00:14, 10.61it/s, v_num=9, loss/train=0.195, alignment/train=0.072, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 68%|██████▊ | 318/469 [00:29<00:14, 10.61it/s, v_num=9, loss/train=0.195, alignment/train=0.072, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 68%|██████▊ | 318/469 [00:29<00:14, 10.61it/s, v_num=9, loss/train=0.177, alignment/train=0.083, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 68%|██████▊ | 319/469 [00:30<00:14, 10.62it/s, v_num=9, loss/train=0.177, alignment/train=0.083, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 68%|██████▊ | 319/469 [00:30<00:14, 10.62it/s, v_num=9, loss/train=0.182, alignment/train=0.0777, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 68%|██████▊ | 320/469 [00:30<00:14, 10.62it/s, v_num=9, loss/train=0.182, alignment/train=0.0777, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 68%|██████▊ | 320/469 [00:30<00:14, 10.62it/s, v_num=9, loss/train=0.199, alignment/train=0.0913, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 68%|██████▊ | 321/469 [00:30<00:13, 10.60it/s, v_num=9, loss/train=0.199, alignment/train=0.0913, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 68%|██████▊ | 321/469 [00:30<00:13, 10.60it/s, v_num=9, loss/train=0.166, alignment/train=0.0858, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 69%|██████▊ | 322/469 [00:30<00:13, 10.61it/s, v_num=9, loss/train=0.166, alignment/train=0.0858, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 69%|██████▊ | 322/469 [00:30<00:13, 10.61it/s, v_num=9, loss/train=0.189, alignment/train=0.0895, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 69%|██████▉ | 323/469 [00:30<00:13, 10.61it/s, v_num=9, loss/train=0.189, alignment/train=0.0895, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 69%|██████▉ | 323/469 [00:30<00:13, 10.61it/s, v_num=9, loss/train=0.143, alignment/train=0.0663, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 69%|██████▉ | 324/469 [00:30<00:13, 10.62it/s, v_num=9, loss/train=0.143, alignment/train=0.0663, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 69%|██████▉ | 324/469 [00:30<00:13, 10.62it/s, v_num=9, loss/train=0.196, alignment/train=0.0831, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 69%|██████▉ | 325/469 [00:30<00:13, 10.61it/s, v_num=9, loss/train=0.196, alignment/train=0.0831, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 69%|██████▉ | 325/469 [00:30<00:13, 10.61it/s, v_num=9, loss/train=0.199, alignment/train=0.0823, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 70%|██████▉ | 326/469 [00:30<00:13, 10.61it/s, v_num=9, loss/train=0.199, alignment/train=0.0823, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 70%|██████▉ | 326/469 [00:30<00:13, 10.61it/s, v_num=9, loss/train=0.182, alignment/train=0.0908, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 70%|██████▉ | 327/469 [00:30<00:13, 10.62it/s, v_num=9, loss/train=0.182, alignment/train=0.0908, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 70%|██████▉ | 327/469 [00:30<00:13, 10.62it/s, v_num=9, loss/train=0.174, alignment/train=0.0739, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 70%|██████▉ | 328/469 [00:30<00:13, 10.64it/s, v_num=9, loss/train=0.174, alignment/train=0.0739, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 70%|██████▉ | 328/469 [00:30<00:13, 10.64it/s, v_num=9, loss/train=0.190, alignment/train=0.0774, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 70%|███████ | 329/469 [00:30<00:13, 10.65it/s, v_num=9, loss/train=0.190, alignment/train=0.0774, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 70%|███████ | 329/469 [00:30<00:13, 10.65it/s, v_num=9, loss/train=0.175, alignment/train=0.0814, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 70%|███████ | 330/469 [00:31<00:13, 10.62it/s, v_num=9, loss/train=0.175, alignment/train=0.0814, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 70%|███████ | 330/469 [00:31<00:13, 10.62it/s, v_num=9, loss/train=0.156, alignment/train=0.0785, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 71%|███████ | 331/469 [00:31<00:13, 10.61it/s, v_num=9, loss/train=0.156, alignment/train=0.0785, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 71%|███████ | 331/469 [00:31<00:13, 10.61it/s, v_num=9, loss/train=0.161, alignment/train=0.0696, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 71%|███████ | 332/469 [00:31<00:12, 10.63it/s, v_num=9, loss/train=0.161, alignment/train=0.0696, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 71%|███████ | 332/469 [00:31<00:12, 10.63it/s, v_num=9, loss/train=0.154, alignment/train=0.072, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 71%|███████ | 333/469 [00:31<00:12, 10.64it/s, v_num=9, loss/train=0.154, alignment/train=0.072, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 71%|███████ | 333/469 [00:31<00:12, 10.64it/s, v_num=9, loss/train=0.225, alignment/train=0.0975, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 71%|███████ | 334/469 [00:31<00:12, 10.65it/s, v_num=9, loss/train=0.225, alignment/train=0.0975, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 71%|███████ | 334/469 [00:31<00:12, 10.65it/s, v_num=9, loss/train=0.150, alignment/train=0.0715, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 71%|███████▏ | 335/469 [00:31<00:12, 10.63it/s, v_num=9, loss/train=0.150, alignment/train=0.0715, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 71%|███████▏ | 335/469 [00:31<00:12, 10.63it/s, v_num=9, loss/train=0.140, alignment/train=0.076, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 72%|███████▏ | 336/469 [00:31<00:12, 10.62it/s, v_num=9, loss/train=0.140, alignment/train=0.076, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 72%|███████▏ | 336/469 [00:31<00:12, 10.62it/s, v_num=9, loss/train=0.161, alignment/train=0.0781, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 72%|███████▏ | 337/469 [00:31<00:12, 10.62it/s, v_num=9, loss/train=0.161, alignment/train=0.0781, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 72%|███████▏ | 337/469 [00:31<00:12, 10.62it/s, v_num=9, loss/train=0.155, alignment/train=0.0749, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 72%|███████▏ | 338/469 [00:31<00:12, 10.63it/s, v_num=9, loss/train=0.155, alignment/train=0.0749, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 72%|███████▏ | 338/469 [00:31<00:12, 10.63it/s, v_num=9, loss/train=0.191, alignment/train=0.0989, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 72%|███████▏ | 339/469 [00:31<00:12, 10.65it/s, v_num=9, loss/train=0.191, alignment/train=0.0989, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 72%|███████▏ | 339/469 [00:31<00:12, 10.65it/s, v_num=9, loss/train=0.143, alignment/train=0.0774, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 72%|███████▏ | 340/469 [00:31<00:12, 10.64it/s, v_num=9, loss/train=0.143, alignment/train=0.0774, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 72%|███████▏ | 340/469 [00:31<00:12, 10.64it/s, v_num=9, loss/train=0.184, alignment/train=0.0744, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 73%|███████▎ | 341/469 [00:32<00:12, 10.62it/s, v_num=9, loss/train=0.184, alignment/train=0.0744, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 73%|███████▎ | 341/469 [00:32<00:12, 10.62it/s, v_num=9, loss/train=0.176, alignment/train=0.0799, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 73%|███████▎ | 342/469 [00:32<00:11, 10.64it/s, v_num=9, loss/train=0.176, alignment/train=0.0799, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 73%|███████▎ | 342/469 [00:32<00:11, 10.64it/s, v_num=9, loss/train=0.185, alignment/train=0.0827, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 73%|███████▎ | 343/469 [00:32<00:11, 10.64it/s, v_num=9, loss/train=0.185, alignment/train=0.0827, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 73%|███████▎ | 343/469 [00:32<00:11, 10.64it/s, v_num=9, loss/train=0.190, alignment/train=0.0763, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 73%|███████▎ | 344/469 [00:32<00:11, 10.63it/s, v_num=9, loss/train=0.190, alignment/train=0.0763, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 73%|███████▎ | 344/469 [00:32<00:11, 10.63it/s, v_num=9, loss/train=0.154, alignment/train=0.0848, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 74%|███████▎ | 345/469 [00:32<00:11, 10.65it/s, v_num=9, loss/train=0.154, alignment/train=0.0848, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 74%|███████▎ | 345/469 [00:32<00:11, 10.65it/s, v_num=9, loss/train=0.200, alignment/train=0.083, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 74%|███████▍ | 346/469 [00:32<00:11, 10.64it/s, v_num=9, loss/train=0.200, alignment/train=0.083, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 74%|███████▍ | 346/469 [00:32<00:11, 10.64it/s, v_num=9, loss/train=0.147, alignment/train=0.0666, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 74%|███████▍ | 347/469 [00:32<00:11, 10.66it/s, v_num=9, loss/train=0.147, alignment/train=0.0666, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 74%|███████▍ | 347/469 [00:32<00:11, 10.66it/s, v_num=9, loss/train=0.197, alignment/train=0.0859, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 74%|███████▍ | 348/469 [00:32<00:11, 10.64it/s, v_num=9, loss/train=0.197, alignment/train=0.0859, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 74%|███████▍ | 348/469 [00:32<00:11, 10.64it/s, v_num=9, loss/train=0.190, alignment/train=0.0888, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 74%|███████▍ | 349/469 [00:32<00:11, 10.66it/s, v_num=9, loss/train=0.190, alignment/train=0.0888, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 74%|███████▍ | 349/469 [00:32<00:11, 10.66it/s, v_num=9, loss/train=0.145, alignment/train=0.0767, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 75%|███████▍ | 350/469 [00:32<00:11, 10.66it/s, v_num=9, loss/train=0.145, alignment/train=0.0767, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 75%|███████▍ | 350/469 [00:32<00:11, 10.66it/s, v_num=9, loss/train=0.175, alignment/train=0.0854, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 75%|███████▍ | 351/469 [00:32<00:11, 10.66it/s, v_num=9, loss/train=0.175, alignment/train=0.0854, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 75%|███████▍ | 351/469 [00:32<00:11, 10.66it/s, v_num=9, loss/train=0.170, alignment/train=0.0764, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 75%|███████▌ | 352/469 [00:33<00:10, 10.64it/s, v_num=9, loss/train=0.170, alignment/train=0.0764, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 75%|███████▌ | 352/469 [00:33<00:10, 10.64it/s, v_num=9, loss/train=0.191, alignment/train=0.0709, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 75%|███████▌ | 353/469 [00:33<00:10, 10.65it/s, v_num=9, loss/train=0.191, alignment/train=0.0709, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 75%|███████▌ | 353/469 [00:33<00:10, 10.65it/s, v_num=9, loss/train=0.171, alignment/train=0.0887, uniformity/train=-3.58, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 75%|███████▌ | 354/469 [00:33<00:10, 10.66it/s, v_num=9, loss/train=0.171, alignment/train=0.0887, uniformity/train=-3.58, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 75%|███████▌ | 354/469 [00:33<00:10, 10.66it/s, v_num=9, loss/train=0.183, alignment/train=0.0844, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 76%|███████▌ | 355/469 [00:33<00:10, 10.65it/s, v_num=9, loss/train=0.183, alignment/train=0.0844, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 76%|███████▌ | 355/469 [00:33<00:10, 10.65it/s, v_num=9, loss/train=0.149, alignment/train=0.0749, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 76%|███████▌ | 356/469 [00:33<00:10, 10.65it/s, v_num=9, loss/train=0.149, alignment/train=0.0749, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 76%|███████▌ | 356/469 [00:33<00:10, 10.65it/s, v_num=9, loss/train=0.162, alignment/train=0.0804, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 76%|███████▌ | 357/469 [00:33<00:10, 10.66it/s, v_num=9, loss/train=0.162, alignment/train=0.0804, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 76%|███████▌ | 357/469 [00:33<00:10, 10.66it/s, v_num=9, loss/train=0.165, alignment/train=0.0774, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 76%|███████▋ | 358/469 [00:33<00:10, 10.66it/s, v_num=9, loss/train=0.165, alignment/train=0.0774, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 76%|███████▋ | 358/469 [00:33<00:10, 10.66it/s, v_num=9, loss/train=0.145, alignment/train=0.0714, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 77%|███████▋ | 359/469 [00:33<00:10, 10.67it/s, v_num=9, loss/train=0.145, alignment/train=0.0714, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 77%|███████▋ | 359/469 [00:33<00:10, 10.67it/s, v_num=9, loss/train=0.154, alignment/train=0.073, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 77%|███████▋ | 360/469 [00:33<00:10, 10.68it/s, v_num=9, loss/train=0.154, alignment/train=0.073, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 77%|███████▋ | 360/469 [00:33<00:10, 10.68it/s, v_num=9, loss/train=0.180, alignment/train=0.0827, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 77%|███████▋ | 361/469 [00:33<00:10, 10.69it/s, v_num=9, loss/train=0.180, alignment/train=0.0827, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 77%|███████▋ | 361/469 [00:33<00:10, 10.69it/s, v_num=9, loss/train=0.160, alignment/train=0.0924, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 77%|███████▋ | 362/469 [00:33<00:10, 10.67it/s, v_num=9, loss/train=0.160, alignment/train=0.0924, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 77%|███████▋ | 362/469 [00:33<00:10, 10.67it/s, v_num=9, loss/train=0.179, alignment/train=0.0782, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 77%|███████▋ | 363/469 [00:33<00:09, 10.69it/s, v_num=9, loss/train=0.179, alignment/train=0.0782, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 77%|███████▋ | 363/469 [00:33<00:09, 10.69it/s, v_num=9, loss/train=0.230, alignment/train=0.0749, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 78%|███████▊ | 364/469 [00:34<00:09, 10.69it/s, v_num=9, loss/train=0.230, alignment/train=0.0749, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 78%|███████▊ | 364/469 [00:34<00:09, 10.69it/s, v_num=9, loss/train=0.169, alignment/train=0.0746, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 78%|███████▊ | 365/469 [00:34<00:09, 10.68it/s, v_num=9, loss/train=0.169, alignment/train=0.0746, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 78%|███████▊ | 365/469 [00:34<00:09, 10.68it/s, v_num=9, loss/train=0.196, alignment/train=0.0826, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 78%|███████▊ | 366/469 [00:34<00:09, 10.67it/s, v_num=9, loss/train=0.196, alignment/train=0.0826, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 78%|███████▊ | 366/469 [00:34<00:09, 10.67it/s, v_num=9, loss/train=0.175, alignment/train=0.0809, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 78%|███████▊ | 367/469 [00:34<00:09, 10.68it/s, v_num=9, loss/train=0.175, alignment/train=0.0809, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 78%|███████▊ | 367/469 [00:34<00:09, 10.68it/s, v_num=9, loss/train=0.182, alignment/train=0.094, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 78%|███████▊ | 368/469 [00:34<00:09, 10.69it/s, v_num=9, loss/train=0.182, alignment/train=0.094, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 78%|███████▊ | 368/469 [00:34<00:09, 10.69it/s, v_num=9, loss/train=0.176, alignment/train=0.0826, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 79%|███████▊ | 369/469 [00:34<00:09, 10.69it/s, v_num=9, loss/train=0.176, alignment/train=0.0826, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 79%|███████▊ | 369/469 [00:34<00:09, 10.69it/s, v_num=9, loss/train=0.185, alignment/train=0.0753, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 79%|███████▉ | 370/469 [00:34<00:09, 10.69it/s, v_num=9, loss/train=0.185, alignment/train=0.0753, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 79%|███████▉ | 370/469 [00:34<00:09, 10.69it/s, v_num=9, loss/train=0.158, alignment/train=0.0695, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 79%|███████▉ | 371/469 [00:34<00:09, 10.70it/s, v_num=9, loss/train=0.158, alignment/train=0.0695, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 79%|███████▉ | 371/469 [00:34<00:09, 10.70it/s, v_num=9, loss/train=0.152, alignment/train=0.0817, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 79%|███████▉ | 372/469 [00:34<00:09, 10.70it/s, v_num=9, loss/train=0.152, alignment/train=0.0817, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 79%|███████▉ | 372/469 [00:34<00:09, 10.70it/s, v_num=9, loss/train=0.179, alignment/train=0.0838, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 80%|███████▉ | 373/469 [00:34<00:08, 10.70it/s, v_num=9, loss/train=0.179, alignment/train=0.0838, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 80%|███████▉ | 373/469 [00:34<00:08, 10.70it/s, v_num=9, loss/train=0.172, alignment/train=0.0891, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 80%|███████▉ | 374/469 [00:34<00:08, 10.70it/s, v_num=9, loss/train=0.172, alignment/train=0.0891, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 80%|███████▉ | 374/469 [00:34<00:08, 10.70it/s, v_num=9, loss/train=0.213, alignment/train=0.0833, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 80%|███████▉ | 375/469 [00:35<00:08, 10.70it/s, v_num=9, loss/train=0.213, alignment/train=0.0833, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 80%|███████▉ | 375/469 [00:35<00:08, 10.70it/s, v_num=9, loss/train=0.175, alignment/train=0.0737, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 80%|████████ | 376/469 [00:35<00:08, 10.68it/s, v_num=9, loss/train=0.175, alignment/train=0.0737, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 80%|████████ | 376/469 [00:35<00:08, 10.68it/s, v_num=9, loss/train=0.213, alignment/train=0.0922, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 80%|████████ | 377/469 [00:35<00:08, 10.69it/s, v_num=9, loss/train=0.213, alignment/train=0.0922, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 80%|████████ | 377/469 [00:35<00:08, 10.69it/s, v_num=9, loss/train=0.150, alignment/train=0.0748, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 81%|████████ | 378/469 [00:35<00:08, 10.70it/s, v_num=9, loss/train=0.150, alignment/train=0.0748, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 81%|████████ | 378/469 [00:35<00:08, 10.70it/s, v_num=9, loss/train=0.190, alignment/train=0.0787, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 81%|████████ | 379/469 [00:35<00:08, 10.70it/s, v_num=9, loss/train=0.190, alignment/train=0.0787, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 81%|████████ | 379/469 [00:35<00:08, 10.70it/s, v_num=9, loss/train=0.185, alignment/train=0.0708, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 81%|████████ | 380/469 [00:35<00:08, 10.70it/s, v_num=9, loss/train=0.185, alignment/train=0.0708, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 81%|████████ | 380/469 [00:35<00:08, 10.70it/s, v_num=9, loss/train=0.189, alignment/train=0.0798, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 81%|████████ | 381/469 [00:35<00:08, 10.70it/s, v_num=9, loss/train=0.189, alignment/train=0.0798, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 81%|████████ | 381/469 [00:35<00:08, 10.70it/s, v_num=9, loss/train=0.175, alignment/train=0.0822, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 81%|████████▏ | 382/469 [00:35<00:08, 10.71it/s, v_num=9, loss/train=0.175, alignment/train=0.0822, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 81%|████████▏ | 382/469 [00:35<00:08, 10.71it/s, v_num=9, loss/train=0.201, alignment/train=0.0783, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 82%|████████▏ | 383/469 [00:35<00:08, 10.70it/s, v_num=9, loss/train=0.201, alignment/train=0.0783, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 82%|████████▏ | 383/469 [00:35<00:08, 10.70it/s, v_num=9, loss/train=0.183, alignment/train=0.0787, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 82%|████████▏ | 384/469 [00:35<00:07, 10.71it/s, v_num=9, loss/train=0.183, alignment/train=0.0787, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 82%|████████▏ | 384/469 [00:35<00:07, 10.71it/s, v_num=9, loss/train=0.171, alignment/train=0.0737, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 82%|████████▏ | 385/469 [00:35<00:07, 10.71it/s, v_num=9, loss/train=0.171, alignment/train=0.0737, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 82%|████████▏ | 385/469 [00:35<00:07, 10.71it/s, v_num=9, loss/train=0.176, alignment/train=0.0843, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 82%|████████▏ | 386/469 [00:36<00:07, 10.71it/s, v_num=9, loss/train=0.176, alignment/train=0.0843, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 82%|████████▏ | 386/469 [00:36<00:07, 10.71it/s, v_num=9, loss/train=0.188, alignment/train=0.0841, uniformity/train=-3.55, contrastive_acc/train=0.988, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 83%|████████▎ | 387/469 [00:36<00:07, 10.72it/s, v_num=9, loss/train=0.188, alignment/train=0.0841, uniformity/train=-3.55, contrastive_acc/train=0.988, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 83%|████████▎ | 387/469 [00:36<00:07, 10.72it/s, v_num=9, loss/train=0.178, alignment/train=0.0897, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 83%|████████▎ | 388/469 [00:36<00:07, 10.72it/s, v_num=9, loss/train=0.178, alignment/train=0.0897, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 83%|████████▎ | 388/469 [00:36<00:07, 10.72it/s, v_num=9, loss/train=0.194, alignment/train=0.079, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 83%|████████▎ | 389/469 [00:36<00:07, 10.73it/s, v_num=9, loss/train=0.194, alignment/train=0.079, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 83%|████████▎ | 389/469 [00:36<00:07, 10.73it/s, v_num=9, loss/train=0.174, alignment/train=0.0782, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 83%|████████▎ | 390/469 [00:36<00:07, 10.73it/s, v_num=9, loss/train=0.174, alignment/train=0.0782, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 83%|████████▎ | 390/469 [00:36<00:07, 10.73it/s, v_num=9, loss/train=0.151, alignment/train=0.0768, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 83%|████████▎ | 391/469 [00:36<00:07, 10.72it/s, v_num=9, loss/train=0.151, alignment/train=0.0768, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 83%|████████▎ | 391/469 [00:36<00:07, 10.72it/s, v_num=9, loss/train=0.170, alignment/train=0.0716, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 84%|████████▎ | 392/469 [00:36<00:07, 10.73it/s, v_num=9, loss/train=0.170, alignment/train=0.0716, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 84%|████████▎ | 392/469 [00:36<00:07, 10.73it/s, v_num=9, loss/train=0.169, alignment/train=0.0711, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 84%|████████▍ | 393/469 [00:36<00:07, 10.73it/s, v_num=9, loss/train=0.169, alignment/train=0.0711, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 84%|████████▍ | 393/469 [00:36<00:07, 10.73it/s, v_num=9, loss/train=0.204, alignment/train=0.0822, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 84%|████████▍ | 394/469 [00:36<00:06, 10.73it/s, v_num=9, loss/train=0.204, alignment/train=0.0822, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 84%|████████▍ | 394/469 [00:36<00:06, 10.73it/s, v_num=9, loss/train=0.200, alignment/train=0.0791, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 84%|████████▍ | 395/469 [00:36<00:06, 10.73it/s, v_num=9, loss/train=0.200, alignment/train=0.0791, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 84%|████████▍ | 395/469 [00:36<00:06, 10.73it/s, v_num=9, loss/train=0.190, alignment/train=0.089, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 84%|████████▍ | 396/469 [00:36<00:06, 10.73it/s, v_num=9, loss/train=0.190, alignment/train=0.089, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 84%|████████▍ | 396/469 [00:36<00:06, 10.73it/s, v_num=9, loss/train=0.151, alignment/train=0.0701, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 85%|████████▍ | 397/469 [00:36<00:06, 10.73it/s, v_num=9, loss/train=0.151, alignment/train=0.0701, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 85%|████████▍ | 397/469 [00:36<00:06, 10.73it/s, v_num=9, loss/train=0.164, alignment/train=0.0684, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 85%|████████▍ | 398/469 [00:37<00:06, 10.73it/s, v_num=9, loss/train=0.164, alignment/train=0.0684, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 85%|████████▍ | 398/469 [00:37<00:06, 10.73it/s, v_num=9, loss/train=0.162, alignment/train=0.076, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 85%|████████▌ | 399/469 [00:37<00:06, 10.73it/s, v_num=9, loss/train=0.162, alignment/train=0.076, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 85%|████████▌ | 399/469 [00:37<00:06, 10.73it/s, v_num=9, loss/train=0.178, alignment/train=0.0817, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 85%|████████▌ | 400/469 [00:37<00:06, 10.73it/s, v_num=9, loss/train=0.178, alignment/train=0.0817, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 85%|████████▌ | 400/469 [00:37<00:06, 10.73it/s, v_num=9, loss/train=0.172, alignment/train=0.0768, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 86%|████████▌ | 401/469 [00:37<00:06, 10.75it/s, v_num=9, loss/train=0.172, alignment/train=0.0768, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 86%|████████▌ | 401/469 [00:37<00:06, 10.74it/s, v_num=9, loss/train=0.171, alignment/train=0.0769, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 86%|████████▌ | 402/469 [00:37<00:06, 10.74it/s, v_num=9, loss/train=0.171, alignment/train=0.0769, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 86%|████████▌ | 402/469 [00:37<00:06, 10.74it/s, v_num=9, loss/train=0.190, alignment/train=0.0768, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 86%|████████▌ | 403/469 [00:37<00:06, 10.73it/s, v_num=9, loss/train=0.190, alignment/train=0.0768, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 86%|████████▌ | 403/469 [00:37<00:06, 10.73it/s, v_num=9, loss/train=0.185, alignment/train=0.0802, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 86%|████████▌ | 404/469 [00:37<00:06, 10.74it/s, v_num=9, loss/train=0.185, alignment/train=0.0802, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 86%|████████▌ | 404/469 [00:37<00:06, 10.74it/s, v_num=9, loss/train=0.168, alignment/train=0.0719, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 86%|████████▋ | 405/469 [00:37<00:05, 10.75it/s, v_num=9, loss/train=0.168, alignment/train=0.0719, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 86%|████████▋ | 405/469 [00:37<00:05, 10.75it/s, v_num=9, loss/train=0.202, alignment/train=0.0856, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 87%|████████▋ | 406/469 [00:37<00:05, 10.73it/s, v_num=9, loss/train=0.202, alignment/train=0.0856, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 87%|████████▋ | 406/469 [00:37<00:05, 10.73it/s, v_num=9, loss/train=0.196, alignment/train=0.0797, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 87%|████████▋ | 407/469 [00:37<00:05, 10.74it/s, v_num=9, loss/train=0.196, alignment/train=0.0797, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 87%|████████▋ | 407/469 [00:37<00:05, 10.74it/s, v_num=9, loss/train=0.186, alignment/train=0.0945, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 87%|████████▋ | 408/469 [00:37<00:05, 10.75it/s, v_num=9, loss/train=0.186, alignment/train=0.0945, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 87%|████████▋ | 408/469 [00:37<00:05, 10.75it/s, v_num=9, loss/train=0.169, alignment/train=0.0762, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 87%|████████▋ | 409/469 [00:38<00:05, 10.76it/s, v_num=9, loss/train=0.169, alignment/train=0.0762, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 87%|████████▋ | 409/469 [00:38<00:05, 10.76it/s, v_num=9, loss/train=0.168, alignment/train=0.0764, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 87%|████████▋ | 410/469 [00:38<00:05, 10.75it/s, v_num=9, loss/train=0.168, alignment/train=0.0764, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 87%|████████▋ | 410/469 [00:38<00:05, 10.75it/s, v_num=9, loss/train=0.183, alignment/train=0.0807, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 88%|████████▊ | 411/469 [00:38<00:05, 10.76it/s, v_num=9, loss/train=0.183, alignment/train=0.0807, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 88%|████████▊ | 411/469 [00:38<00:05, 10.75it/s, v_num=9, loss/train=0.160, alignment/train=0.0754, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 88%|████████▊ | 412/469 [00:38<00:05, 10.76it/s, v_num=9, loss/train=0.160, alignment/train=0.0754, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 88%|████████▊ | 412/469 [00:38<00:05, 10.76it/s, v_num=9, loss/train=0.189, alignment/train=0.083, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 88%|████████▊ | 413/469 [00:38<00:05, 10.77it/s, v_num=9, loss/train=0.189, alignment/train=0.083, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 88%|████████▊ | 413/469 [00:38<00:05, 10.77it/s, v_num=9, loss/train=0.164, alignment/train=0.0792, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 88%|████████▊ | 414/469 [00:38<00:05, 10.76it/s, v_num=9, loss/train=0.164, alignment/train=0.0792, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 88%|████████▊ | 414/469 [00:38<00:05, 10.76it/s, v_num=9, loss/train=0.178, alignment/train=0.0785, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 88%|████████▊ | 415/469 [00:38<00:05, 10.76it/s, v_num=9, loss/train=0.178, alignment/train=0.0785, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 88%|████████▊ | 415/469 [00:38<00:05, 10.76it/s, v_num=9, loss/train=0.173, alignment/train=0.0704, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 89%|████████▊ | 416/469 [00:38<00:04, 10.75it/s, v_num=9, loss/train=0.173, alignment/train=0.0704, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 89%|████████▊ | 416/469 [00:38<00:04, 10.75it/s, v_num=9, loss/train=0.176, alignment/train=0.0701, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 89%|████████▉ | 417/469 [00:38<00:04, 10.76it/s, v_num=9, loss/train=0.176, alignment/train=0.0701, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 89%|████████▉ | 417/469 [00:38<00:04, 10.76it/s, v_num=9, loss/train=0.176, alignment/train=0.0852, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 89%|████████▉ | 418/469 [00:38<00:04, 10.77it/s, v_num=9, loss/train=0.176, alignment/train=0.0852, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 89%|████████▉ | 418/469 [00:38<00:04, 10.76it/s, v_num=9, loss/train=0.161, alignment/train=0.0616, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 89%|████████▉ | 419/469 [00:38<00:04, 10.77it/s, v_num=9, loss/train=0.161, alignment/train=0.0616, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 89%|████████▉ | 419/469 [00:38<00:04, 10.77it/s, v_num=9, loss/train=0.167, alignment/train=0.0759, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 90%|████████▉ | 420/469 [00:38<00:04, 10.77it/s, v_num=9, loss/train=0.167, alignment/train=0.0759, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 90%|████████▉ | 420/469 [00:38<00:04, 10.77it/s, v_num=9, loss/train=0.150, alignment/train=0.0728, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 90%|████████▉ | 421/469 [00:39<00:04, 10.75it/s, v_num=9, loss/train=0.150, alignment/train=0.0728, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 90%|████████▉ | 421/469 [00:39<00:04, 10.75it/s, v_num=9, loss/train=0.188, alignment/train=0.0792, uniformity/train=-3.55, contrastive_acc/train=0.988, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 90%|████████▉ | 422/469 [00:39<00:04, 10.76it/s, v_num=9, loss/train=0.188, alignment/train=0.0792, uniformity/train=-3.55, contrastive_acc/train=0.988, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 90%|████████▉ | 422/469 [00:39<00:04, 10.76it/s, v_num=9, loss/train=0.186, alignment/train=0.0734, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 90%|█████████ | 423/469 [00:39<00:04, 10.77it/s, v_num=9, loss/train=0.186, alignment/train=0.0734, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 90%|█████████ | 423/469 [00:39<00:04, 10.77it/s, v_num=9, loss/train=0.191, alignment/train=0.0793, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 90%|█████████ | 424/469 [00:39<00:04, 10.78it/s, v_num=9, loss/train=0.191, alignment/train=0.0793, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 90%|█████████ | 424/469 [00:39<00:04, 10.78it/s, v_num=9, loss/train=0.178, alignment/train=0.0813, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 91%|█████████ | 425/469 [00:39<00:04, 10.78it/s, v_num=9, loss/train=0.178, alignment/train=0.0813, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 91%|█████████ | 425/469 [00:39<00:04, 10.78it/s, v_num=9, loss/train=0.157, alignment/train=0.0713, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 91%|█████████ | 426/469 [00:39<00:03, 10.78it/s, v_num=9, loss/train=0.157, alignment/train=0.0713, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 91%|█████████ | 426/469 [00:39<00:03, 10.78it/s, v_num=9, loss/train=0.181, alignment/train=0.084, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 91%|█████████ | 427/469 [00:39<00:03, 10.78it/s, v_num=9, loss/train=0.181, alignment/train=0.084, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 91%|█████████ | 427/469 [00:39<00:03, 10.78it/s, v_num=9, loss/train=0.189, alignment/train=0.0814, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 91%|█████████▏| 428/469 [00:39<00:03, 10.77it/s, v_num=9, loss/train=0.189, alignment/train=0.0814, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 91%|█████████▏| 428/469 [00:39<00:03, 10.77it/s, v_num=9, loss/train=0.189, alignment/train=0.0795, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 91%|█████████▏| 429/469 [00:39<00:03, 10.78it/s, v_num=9, loss/train=0.189, alignment/train=0.0795, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 91%|█████████▏| 429/469 [00:39<00:03, 10.78it/s, v_num=9, loss/train=0.194, alignment/train=0.0737, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 92%|█████████▏| 430/469 [00:39<00:03, 10.78it/s, v_num=9, loss/train=0.194, alignment/train=0.0737, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 92%|█████████▏| 430/469 [00:39<00:03, 10.78it/s, v_num=9, loss/train=0.179, alignment/train=0.0809, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 92%|█████████▏| 431/469 [00:39<00:03, 10.78it/s, v_num=9, loss/train=0.179, alignment/train=0.0809, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 92%|█████████▏| 431/469 [00:39<00:03, 10.78it/s, v_num=9, loss/train=0.184, alignment/train=0.0699, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 92%|█████████▏| 432/469 [00:40<00:03, 10.77it/s, v_num=9, loss/train=0.184, alignment/train=0.0699, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 92%|█████████▏| 432/469 [00:40<00:03, 10.77it/s, v_num=9, loss/train=0.180, alignment/train=0.0843, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 92%|█████████▏| 433/469 [00:40<00:03, 10.78it/s, v_num=9, loss/train=0.180, alignment/train=0.0843, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 92%|█████████▏| 433/469 [00:40<00:03, 10.78it/s, v_num=9, loss/train=0.169, alignment/train=0.0746, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 93%|█████████▎| 434/469 [00:40<00:03, 10.78it/s, v_num=9, loss/train=0.169, alignment/train=0.0746, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 93%|█████████▎| 434/469 [00:40<00:03, 10.78it/s, v_num=9, loss/train=0.191, alignment/train=0.081, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 93%|█████████▎| 435/469 [00:40<00:03, 10.79it/s, v_num=9, loss/train=0.191, alignment/train=0.081, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 93%|█████████▎| 435/469 [00:40<00:03, 10.79it/s, v_num=9, loss/train=0.150, alignment/train=0.0819, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 93%|█████████▎| 436/469 [00:40<00:03, 10.77it/s, v_num=9, loss/train=0.150, alignment/train=0.0819, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 93%|█████████▎| 436/469 [00:40<00:03, 10.77it/s, v_num=9, loss/train=0.187, alignment/train=0.0797, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 93%|█████████▎| 437/469 [00:40<00:02, 10.78it/s, v_num=9, loss/train=0.187, alignment/train=0.0797, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 93%|█████████▎| 437/469 [00:40<00:02, 10.78it/s, v_num=9, loss/train=0.180, alignment/train=0.0779, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 93%|█████████▎| 438/469 [00:40<00:02, 10.78it/s, v_num=9, loss/train=0.180, alignment/train=0.0779, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 93%|█████████▎| 438/469 [00:40<00:02, 10.78it/s, v_num=9, loss/train=0.192, alignment/train=0.0977, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 94%|█████████▎| 439/469 [00:40<00:02, 10.78it/s, v_num=9, loss/train=0.192, alignment/train=0.0977, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 94%|█████████▎| 439/469 [00:40<00:02, 10.78it/s, v_num=9, loss/train=0.169, alignment/train=0.0775, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 94%|█████████▍| 440/469 [00:40<00:02, 10.78it/s, v_num=9, loss/train=0.169, alignment/train=0.0775, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 94%|█████████▍| 440/469 [00:40<00:02, 10.78it/s, v_num=9, loss/train=0.175, alignment/train=0.0907, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 94%|█████████▍| 441/469 [00:40<00:02, 10.79it/s, v_num=9, loss/train=0.175, alignment/train=0.0907, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 94%|█████████▍| 441/469 [00:40<00:02, 10.79it/s, v_num=9, loss/train=0.155, alignment/train=0.0722, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 94%|█████████▍| 442/469 [00:40<00:02, 10.79it/s, v_num=9, loss/train=0.155, alignment/train=0.0722, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 94%|█████████▍| 442/469 [00:40<00:02, 10.79it/s, v_num=9, loss/train=0.163, alignment/train=0.0737, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 94%|█████████▍| 443/469 [00:41<00:02, 10.79it/s, v_num=9, loss/train=0.163, alignment/train=0.0737, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 94%|█████████▍| 443/469 [00:41<00:02, 10.79it/s, v_num=9, loss/train=0.178, alignment/train=0.0874, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 95%|█████████▍| 444/469 [00:41<00:02, 10.79it/s, v_num=9, loss/train=0.178, alignment/train=0.0874, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 95%|█████████▍| 444/469 [00:41<00:02, 10.79it/s, v_num=9, loss/train=0.192, alignment/train=0.0765, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 95%|█████████▍| 445/469 [00:41<00:02, 10.77it/s, v_num=9, loss/train=0.192, alignment/train=0.0765, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 95%|█████████▍| 445/469 [00:41<00:02, 10.77it/s, v_num=9, loss/train=0.173, alignment/train=0.0814, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 95%|█████████▌| 446/469 [00:41<00:02, 10.78it/s, v_num=9, loss/train=0.173, alignment/train=0.0814, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 95%|█████████▌| 446/469 [00:41<00:02, 10.78it/s, v_num=9, loss/train=0.148, alignment/train=0.074, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 95%|█████████▌| 447/469 [00:41<00:02, 10.79it/s, v_num=9, loss/train=0.148, alignment/train=0.074, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 95%|█████████▌| 447/469 [00:41<00:02, 10.79it/s, v_num=9, loss/train=0.178, alignment/train=0.0762, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 96%|█████████▌| 448/469 [00:41<00:01, 10.80it/s, v_num=9, loss/train=0.178, alignment/train=0.0762, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 96%|█████████▌| 448/469 [00:41<00:01, 10.80it/s, v_num=9, loss/train=0.167, alignment/train=0.0856, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 96%|█████████▌| 449/469 [00:41<00:01, 10.78it/s, v_num=9, loss/train=0.167, alignment/train=0.0856, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 96%|█████████▌| 449/469 [00:41<00:01, 10.78it/s, v_num=9, loss/train=0.174, alignment/train=0.0844, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 96%|█████████▌| 450/469 [00:41<00:01, 10.79it/s, v_num=9, loss/train=0.174, alignment/train=0.0844, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 96%|█████████▌| 450/469 [00:41<00:01, 10.79it/s, v_num=9, loss/train=0.196, alignment/train=0.0817, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 96%|█████████▌| 451/469 [00:41<00:01, 10.81it/s, v_num=9, loss/train=0.196, alignment/train=0.0817, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 96%|█████████▌| 451/469 [00:41<00:01, 10.80it/s, v_num=9, loss/train=0.170, alignment/train=0.0847, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 96%|█████████▋| 452/469 [00:41<00:01, 10.82it/s, v_num=9, loss/train=0.170, alignment/train=0.0847, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 96%|█████████▋| 452/469 [00:41<00:01, 10.82it/s, v_num=9, loss/train=0.180, alignment/train=0.0761, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 97%|█████████▋| 453/469 [00:41<00:01, 10.83it/s, v_num=9, loss/train=0.180, alignment/train=0.0761, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 97%|█████████▋| 453/469 [00:41<00:01, 10.83it/s, v_num=9, loss/train=0.203, alignment/train=0.0868, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 97%|█████████▋| 454/469 [00:41<00:01, 10.85it/s, v_num=9, loss/train=0.203, alignment/train=0.0868, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 97%|█████████▋| 454/469 [00:41<00:01, 10.85it/s, v_num=9, loss/train=0.182, alignment/train=0.0843, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 97%|█████████▋| 455/469 [00:41<00:01, 10.86it/s, v_num=9, loss/train=0.182, alignment/train=0.0843, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 97%|█████████▋| 455/469 [00:41<00:01, 10.86it/s, v_num=9, loss/train=0.159, alignment/train=0.0708, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 97%|█████████▋| 456/469 [00:41<00:01, 10.88it/s, v_num=9, loss/train=0.159, alignment/train=0.0708, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 97%|█████████▋| 456/469 [00:41<00:01, 10.88it/s, v_num=9, loss/train=0.164, alignment/train=0.0863, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 97%|█████████▋| 457/469 [00:41<00:01, 10.89it/s, v_num=9, loss/train=0.164, alignment/train=0.0863, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 97%|█████████▋| 457/469 [00:41<00:01, 10.89it/s, v_num=9, loss/train=0.179, alignment/train=0.0769, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 98%|█████████▊| 458/469 [00:41<00:01, 10.91it/s, v_num=9, loss/train=0.179, alignment/train=0.0769, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 98%|█████████▊| 458/469 [00:41<00:01, 10.91it/s, v_num=9, loss/train=0.197, alignment/train=0.0786, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 98%|█████████▊| 459/469 [00:42<00:00, 10.92it/s, v_num=9, loss/train=0.197, alignment/train=0.0786, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 98%|█████████▊| 459/469 [00:42<00:00, 10.92it/s, v_num=9, loss/train=0.148, alignment/train=0.0653, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 98%|█████████▊| 460/469 [00:42<00:00, 10.93it/s, v_num=9, loss/train=0.148, alignment/train=0.0653, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 98%|█████████▊| 460/469 [00:42<00:00, 10.93it/s, v_num=9, loss/train=0.168, alignment/train=0.0869, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 98%|█████████▊| 461/469 [00:42<00:00, 10.95it/s, v_num=9, loss/train=0.168, alignment/train=0.0869, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 98%|█████████▊| 461/469 [00:42<00:00, 10.95it/s, v_num=9, loss/train=0.190, alignment/train=0.0801, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 99%|█████████▊| 462/469 [00:42<00:00, 10.96it/s, v_num=9, loss/train=0.190, alignment/train=0.0801, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 99%|█████████▊| 462/469 [00:42<00:00, 10.96it/s, v_num=9, loss/train=0.186, alignment/train=0.0761, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 99%|█████████▊| 463/469 [00:42<00:00, 10.98it/s, v_num=9, loss/train=0.186, alignment/train=0.0761, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 99%|█████████▊| 463/469 [00:42<00:00, 10.98it/s, v_num=9, loss/train=0.146, alignment/train=0.0781, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 99%|█████████▉| 464/469 [00:42<00:00, 10.99it/s, v_num=9, loss/train=0.146, alignment/train=0.0781, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 99%|█████████▉| 464/469 [00:42<00:00, 10.99it/s, v_num=9, loss/train=0.171, alignment/train=0.0757, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 99%|█████████▉| 465/469 [00:42<00:00, 11.01it/s, v_num=9, loss/train=0.171, alignment/train=0.0757, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 99%|█████████▉| 465/469 [00:42<00:00, 11.01it/s, v_num=9, loss/train=0.196, alignment/train=0.0745, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 99%|█████████▉| 466/469 [00:42<00:00, 11.02it/s, v_num=9, loss/train=0.196, alignment/train=0.0745, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 99%|█████████▉| 466/469 [00:42<00:00, 11.02it/s, v_num=9, loss/train=0.197, alignment/train=0.0893, uniformity/train=-3.56, contrastive_acc/train=0.988, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 100%|█████████▉| 467/469 [00:42<00:00, 11.03it/s, v_num=9, loss/train=0.197, alignment/train=0.0893, uniformity/train=-3.56, contrastive_acc/train=0.988, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 100%|█████████▉| 467/469 [00:42<00:00, 11.03it/s, v_num=9, loss/train=0.173, alignment/train=0.0912, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 100%|█████████▉| 468/469 [00:42<00:00, 11.05it/s, v_num=9, loss/train=0.173, alignment/train=0.0912, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 100%|█████████▉| 468/469 [00:42<00:00, 11.05it/s, v_num=9, loss/train=0.169, alignment/train=0.077, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 100%|██████████| 469/469 [00:42<00:00, 11.06it/s, v_num=9, loss/train=0.169, alignment/train=0.077, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 100%|██████████| 469/469 [00:42<00:00, 11.06it/s, v_num=9, loss/train=0.150, alignment/train=0.0725, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
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Epoch 20: 100%|██████████| 469/469 [00:48<00:00, 9.73it/s, v_num=9, loss/train=0.150, alignment/train=0.0725, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 100%|██████████| 469/469 [00:48<00:00, 9.73it/s, v_num=9, loss/train=0.150, alignment/train=0.0725, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 0%| | 0/469 [00:00<?, ?it/s, v_num=9, loss/train=0.150, alignment/train=0.0725, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 0%| | 0/469 [00:00<?, ?it/s, v_num=9, loss/train=0.150, alignment/train=0.0725, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 0%| | 1/469 [00:01<12:11, 0.64it/s, v_num=9, loss/train=0.150, alignment/train=0.0725, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 0%| | 1/469 [00:01<12:12, 0.64it/s, v_num=9, loss/train=0.227, alignment/train=0.0951, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 0%| | 2/469 [00:01<06:28, 1.20it/s, v_num=9, loss/train=0.227, alignment/train=0.0951, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 0%| | 2/469 [00:01<06:29, 1.20it/s, v_num=9, loss/train=0.185, alignment/train=0.0831, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 1%| | 3/469 [00:01<04:27, 1.74it/s, v_num=9, loss/train=0.185, alignment/train=0.0831, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 1%| | 3/469 [00:01<04:27, 1.74it/s, v_num=9, loss/train=0.193, alignment/train=0.0781, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 1%| | 4/469 [00:01<03:43, 2.08it/s, v_num=9, loss/train=0.193, alignment/train=0.0781, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 1%| | 4/469 [00:01<03:43, 2.08it/s, v_num=9, loss/train=0.227, alignment/train=0.0893, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 1%| | 5/469 [00:01<03:03, 2.53it/s, v_num=9, loss/train=0.227, alignment/train=0.0893, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 1%| | 5/469 [00:01<03:03, 2.53it/s, v_num=9, loss/train=0.198, alignment/train=0.084, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 1%|▏ | 6/469 [00:02<02:36, 2.95it/s, v_num=9, loss/train=0.198, alignment/train=0.084, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 1%|▏ | 6/469 [00:02<02:36, 2.95it/s, v_num=9, loss/train=0.210, alignment/train=0.080, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 1%|▏ | 7/469 [00:02<02:20, 3.30it/s, v_num=9, loss/train=0.210, alignment/train=0.080, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 1%|▏ | 7/469 [00:02<02:20, 3.29it/s, v_num=9, loss/train=0.153, alignment/train=0.0827, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 2%|▏ | 8/469 [00:02<02:05, 3.67it/s, v_num=9, loss/train=0.153, alignment/train=0.0827, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 2%|▏ | 8/469 [00:02<02:05, 3.67it/s, v_num=9, loss/train=0.205, alignment/train=0.0799, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 2%|▏ | 9/469 [00:02<01:57, 3.92it/s, v_num=9, loss/train=0.205, alignment/train=0.0799, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 2%|▏ | 9/469 [00:02<01:57, 3.92it/s, v_num=9, loss/train=0.180, alignment/train=0.0745, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 2%|▏ | 10/469 [00:02<01:50, 4.17it/s, v_num=9, loss/train=0.180, alignment/train=0.0745, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 2%|▏ | 10/469 [00:02<01:50, 4.17it/s, v_num=9, loss/train=0.165, alignment/train=0.0767, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 2%|▏ | 11/469 [00:02<01:42, 4.46it/s, v_num=9, loss/train=0.165, alignment/train=0.0767, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 2%|▏ | 11/469 [00:02<01:42, 4.46it/s, v_num=9, loss/train=0.163, alignment/train=0.0818, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 3%|▎ | 12/469 [00:02<01:36, 4.75it/s, v_num=9, loss/train=0.163, alignment/train=0.0818, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 3%|▎ | 12/469 [00:02<01:36, 4.75it/s, v_num=9, loss/train=0.195, alignment/train=0.0742, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 3%|▎ | 13/469 [00:02<01:32, 4.93it/s, v_num=9, loss/train=0.195, alignment/train=0.0742, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 3%|▎ | 13/469 [00:02<01:32, 4.92it/s, v_num=9, loss/train=0.141, alignment/train=0.0745, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 3%|▎ | 14/469 [00:02<01:30, 5.02it/s, v_num=9, loss/train=0.141, alignment/train=0.0745, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 3%|▎ | 14/469 [00:02<01:30, 5.02it/s, v_num=9, loss/train=0.192, alignment/train=0.0837, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 3%|▎ | 15/469 [00:02<01:26, 5.25it/s, v_num=9, loss/train=0.192, alignment/train=0.0837, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 3%|▎ | 15/469 [00:02<01:26, 5.25it/s, v_num=9, loss/train=0.180, alignment/train=0.0752, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 3%|▎ | 16/469 [00:02<01:22, 5.46it/s, v_num=9, loss/train=0.180, alignment/train=0.0752, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 3%|▎ | 16/469 [00:02<01:22, 5.46it/s, v_num=9, loss/train=0.188, alignment/train=0.0879, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 4%|▎ | 17/469 [00:03<01:21, 5.53it/s, v_num=9, loss/train=0.188, alignment/train=0.0879, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 4%|▎ | 17/469 [00:03<01:21, 5.53it/s, v_num=9, loss/train=0.182, alignment/train=0.0865, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 4%|▍ | 18/469 [00:03<01:18, 5.75it/s, v_num=9, loss/train=0.182, alignment/train=0.0865, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 4%|▍ | 18/469 [00:03<01:18, 5.75it/s, v_num=9, loss/train=0.193, alignment/train=0.0831, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 4%|▍ | 19/469 [00:03<01:15, 5.96it/s, v_num=9, loss/train=0.193, alignment/train=0.0831, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 4%|▍ | 19/469 [00:03<01:15, 5.96it/s, v_num=9, loss/train=0.199, alignment/train=0.0749, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 4%|▍ | 20/469 [00:03<01:12, 6.16it/s, v_num=9, loss/train=0.199, alignment/train=0.0749, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 4%|▍ | 20/469 [00:03<01:12, 6.16it/s, v_num=9, loss/train=0.154, alignment/train=0.0778, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 4%|▍ | 21/469 [00:03<01:11, 6.23it/s, v_num=9, loss/train=0.154, alignment/train=0.0778, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 4%|▍ | 21/469 [00:03<01:11, 6.22it/s, v_num=9, loss/train=0.164, alignment/train=0.0883, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 5%|▍ | 22/469 [00:03<01:09, 6.40it/s, v_num=9, loss/train=0.164, alignment/train=0.0883, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 5%|▍ | 22/469 [00:03<01:09, 6.40it/s, v_num=9, loss/train=0.157, alignment/train=0.0886, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 5%|▍ | 23/469 [00:03<01:07, 6.59it/s, v_num=9, loss/train=0.157, alignment/train=0.0886, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 5%|▍ | 23/469 [00:03<01:07, 6.58it/s, v_num=9, loss/train=0.180, alignment/train=0.0805, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 5%|▌ | 24/469 [00:03<01:06, 6.67it/s, v_num=9, loss/train=0.180, alignment/train=0.0805, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 5%|▌ | 24/469 [00:03<01:06, 6.67it/s, v_num=9, loss/train=0.161, alignment/train=0.0797, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 5%|▌ | 25/469 [00:03<01:06, 6.64it/s, v_num=9, loss/train=0.161, alignment/train=0.0797, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 5%|▌ | 25/469 [00:03<01:06, 6.64it/s, v_num=9, loss/train=0.159, alignment/train=0.0768, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 6%|▌ | 26/469 [00:03<01:05, 6.81it/s, v_num=9, loss/train=0.159, alignment/train=0.0768, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 6%|▌ | 26/469 [00:03<01:05, 6.81it/s, v_num=9, loss/train=0.169, alignment/train=0.0865, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 6%|▌ | 27/469 [00:03<01:03, 6.91it/s, v_num=9, loss/train=0.169, alignment/train=0.0865, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 6%|▌ | 27/469 [00:03<01:03, 6.91it/s, v_num=9, loss/train=0.180, alignment/train=0.0769, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 6%|▌ | 28/469 [00:03<01:02, 7.06it/s, v_num=9, loss/train=0.180, alignment/train=0.0769, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 6%|▌ | 28/469 [00:03<01:02, 7.06it/s, v_num=9, loss/train=0.178, alignment/train=0.0741, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 6%|▌ | 29/469 [00:04<01:01, 7.20it/s, v_num=9, loss/train=0.178, alignment/train=0.0741, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 6%|▌ | 29/469 [00:04<01:01, 7.20it/s, v_num=9, loss/train=0.203, alignment/train=0.0798, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 6%|▋ | 30/469 [00:04<01:00, 7.24it/s, v_num=9, loss/train=0.203, alignment/train=0.0798, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 6%|▋ | 30/469 [00:04<01:00, 7.24it/s, v_num=9, loss/train=0.172, alignment/train=0.0793, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 7%|▋ | 31/469 [00:04<01:00, 7.29it/s, v_num=9, loss/train=0.172, alignment/train=0.0793, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 7%|▋ | 31/469 [00:04<01:00, 7.29it/s, v_num=9, loss/train=0.170, alignment/train=0.0758, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 7%|▋ | 32/469 [00:04<00:59, 7.38it/s, v_num=9, loss/train=0.170, alignment/train=0.0758, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 7%|▋ | 32/469 [00:04<00:59, 7.38it/s, v_num=9, loss/train=0.160, alignment/train=0.0758, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 7%|▋ | 33/469 [00:04<00:58, 7.51it/s, v_num=9, loss/train=0.160, alignment/train=0.0758, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 7%|▋ | 33/469 [00:04<00:58, 7.51it/s, v_num=9, loss/train=0.166, alignment/train=0.0794, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 7%|▋ | 34/469 [00:04<00:57, 7.59it/s, v_num=9, loss/train=0.166, alignment/train=0.0794, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 7%|▋ | 34/469 [00:04<00:57, 7.59it/s, v_num=9, loss/train=0.173, alignment/train=0.076, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 7%|▋ | 35/469 [00:04<00:56, 7.62it/s, v_num=9, loss/train=0.173, alignment/train=0.076, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 7%|▋ | 35/469 [00:04<00:56, 7.62it/s, v_num=9, loss/train=0.154, alignment/train=0.0834, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 8%|▊ | 36/469 [00:04<00:55, 7.75it/s, v_num=9, loss/train=0.154, alignment/train=0.0834, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 8%|▊ | 36/469 [00:04<00:55, 7.74it/s, v_num=9, loss/train=0.171, alignment/train=0.090, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 8%|▊ | 37/469 [00:04<00:55, 7.79it/s, v_num=9, loss/train=0.171, alignment/train=0.090, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 8%|▊ | 37/469 [00:04<00:55, 7.79it/s, v_num=9, loss/train=0.173, alignment/train=0.0899, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 8%|▊ | 38/469 [00:04<00:55, 7.76it/s, v_num=9, loss/train=0.173, alignment/train=0.0899, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 8%|▊ | 38/469 [00:04<00:55, 7.76it/s, v_num=9, loss/train=0.189, alignment/train=0.0768, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 8%|▊ | 39/469 [00:04<00:54, 7.84it/s, v_num=9, loss/train=0.189, alignment/train=0.0768, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 8%|▊ | 39/469 [00:04<00:54, 7.84it/s, v_num=9, loss/train=0.174, alignment/train=0.0895, uniformity/train=-3.58, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 9%|▊ | 40/469 [00:05<00:54, 7.92it/s, v_num=9, loss/train=0.174, alignment/train=0.0895, uniformity/train=-3.58, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 9%|▊ | 40/469 [00:05<00:54, 7.92it/s, v_num=9, loss/train=0.169, alignment/train=0.0771, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 9%|▊ | 41/469 [00:05<00:53, 8.00it/s, v_num=9, loss/train=0.169, alignment/train=0.0771, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 9%|▊ | 41/469 [00:05<00:53, 8.00it/s, v_num=9, loss/train=0.186, alignment/train=0.0778, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 9%|▉ | 42/469 [00:05<00:53, 8.02it/s, v_num=9, loss/train=0.186, alignment/train=0.0778, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 9%|▉ | 42/469 [00:05<00:53, 8.02it/s, v_num=9, loss/train=0.165, alignment/train=0.0747, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 9%|▉ | 43/469 [00:05<00:52, 8.06it/s, v_num=9, loss/train=0.165, alignment/train=0.0747, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 9%|▉ | 43/469 [00:05<00:52, 8.06it/s, v_num=9, loss/train=0.226, alignment/train=0.0952, uniformity/train=-3.54, contrastive_acc/train=0.980, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 9%|▉ | 44/469 [00:05<00:52, 8.16it/s, v_num=9, loss/train=0.226, alignment/train=0.0952, uniformity/train=-3.54, contrastive_acc/train=0.980, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 9%|▉ | 44/469 [00:05<00:52, 8.16it/s, v_num=9, loss/train=0.182, alignment/train=0.0831, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 10%|▉ | 45/469 [00:05<00:51, 8.26it/s, v_num=9, loss/train=0.182, alignment/train=0.0831, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 10%|▉ | 45/469 [00:05<00:51, 8.26it/s, v_num=9, loss/train=0.190, alignment/train=0.080, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 10%|▉ | 46/469 [00:05<00:51, 8.29it/s, v_num=9, loss/train=0.190, alignment/train=0.080, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 10%|▉ | 46/469 [00:05<00:51, 8.29it/s, v_num=9, loss/train=0.142, alignment/train=0.0683, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 10%|█ | 47/469 [00:05<00:51, 8.23it/s, v_num=9, loss/train=0.142, alignment/train=0.0683, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 10%|█ | 47/469 [00:05<00:51, 8.23it/s, v_num=9, loss/train=0.151, alignment/train=0.073, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 10%|█ | 48/469 [00:05<00:50, 8.32it/s, v_num=9, loss/train=0.151, alignment/train=0.073, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 10%|█ | 48/469 [00:05<00:50, 8.32it/s, v_num=9, loss/train=0.154, alignment/train=0.0843, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 10%|█ | 49/469 [00:05<00:50, 8.36it/s, v_num=9, loss/train=0.154, alignment/train=0.0843, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 10%|█ | 49/469 [00:05<00:50, 8.36it/s, v_num=9, loss/train=0.178, alignment/train=0.0889, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 11%|█ | 50/469 [00:05<00:49, 8.44it/s, v_num=9, loss/train=0.178, alignment/train=0.0889, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 11%|█ | 50/469 [00:05<00:49, 8.44it/s, v_num=9, loss/train=0.153, alignment/train=0.0784, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 11%|█ | 51/469 [00:05<00:49, 8.51it/s, v_num=9, loss/train=0.153, alignment/train=0.0784, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 11%|█ | 51/469 [00:05<00:49, 8.51it/s, v_num=9, loss/train=0.161, alignment/train=0.075, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 11%|█ | 52/469 [00:06<00:49, 8.49it/s, v_num=9, loss/train=0.161, alignment/train=0.075, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 11%|█ | 52/469 [00:06<00:49, 8.49it/s, v_num=9, loss/train=0.158, alignment/train=0.0943, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 11%|█▏ | 53/469 [00:06<00:48, 8.56it/s, v_num=9, loss/train=0.158, alignment/train=0.0943, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 11%|█▏ | 53/469 [00:06<00:48, 8.56it/s, v_num=9, loss/train=0.167, alignment/train=0.0835, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 12%|█▏ | 54/469 [00:06<00:48, 8.57it/s, v_num=9, loss/train=0.167, alignment/train=0.0835, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 12%|█▏ | 54/469 [00:06<00:48, 8.57it/s, v_num=9, loss/train=0.168, alignment/train=0.0731, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 12%|█▏ | 55/469 [00:06<00:48, 8.56it/s, v_num=9, loss/train=0.168, alignment/train=0.0731, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 12%|█▏ | 55/469 [00:06<00:48, 8.56it/s, v_num=9, loss/train=0.171, alignment/train=0.0755, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 12%|█▏ | 56/469 [00:06<00:47, 8.64it/s, v_num=9, loss/train=0.171, alignment/train=0.0755, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 12%|█▏ | 56/469 [00:06<00:47, 8.64it/s, v_num=9, loss/train=0.183, alignment/train=0.0703, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 12%|█▏ | 57/469 [00:06<00:47, 8.72it/s, v_num=9, loss/train=0.183, alignment/train=0.0703, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 12%|█▏ | 57/469 [00:06<00:47, 8.72it/s, v_num=9, loss/train=0.152, alignment/train=0.0787, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 12%|█▏ | 58/469 [00:06<00:47, 8.73it/s, v_num=9, loss/train=0.152, alignment/train=0.0787, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 12%|█▏ | 58/469 [00:06<00:47, 8.73it/s, v_num=9, loss/train=0.205, alignment/train=0.0843, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 13%|█▎ | 59/469 [00:06<00:46, 8.74it/s, v_num=9, loss/train=0.205, alignment/train=0.0843, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 13%|█▎ | 59/469 [00:06<00:46, 8.74it/s, v_num=9, loss/train=0.159, alignment/train=0.0741, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 13%|█▎ | 60/469 [00:06<00:46, 8.78it/s, v_num=9, loss/train=0.159, alignment/train=0.0741, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 13%|█▎ | 60/469 [00:06<00:46, 8.78it/s, v_num=9, loss/train=0.142, alignment/train=0.0722, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 13%|█▎ | 61/469 [00:06<00:46, 8.85it/s, v_num=9, loss/train=0.142, alignment/train=0.0722, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 13%|█▎ | 61/469 [00:06<00:46, 8.85it/s, v_num=9, loss/train=0.153, alignment/train=0.0765, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 13%|█▎ | 62/469 [00:07<00:46, 8.81it/s, v_num=9, loss/train=0.153, alignment/train=0.0765, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 13%|█▎ | 62/469 [00:07<00:46, 8.80it/s, v_num=9, loss/train=0.159, alignment/train=0.0759, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 13%|█▎ | 63/469 [00:07<00:45, 8.85it/s, v_num=9, loss/train=0.159, alignment/train=0.0759, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 13%|█▎ | 63/469 [00:07<00:45, 8.84it/s, v_num=9, loss/train=0.179, alignment/train=0.0849, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 14%|█▎ | 64/469 [00:07<00:45, 8.90it/s, v_num=9, loss/train=0.179, alignment/train=0.0849, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 14%|█▎ | 64/469 [00:07<00:45, 8.90it/s, v_num=9, loss/train=0.170, alignment/train=0.0692, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 14%|█▍ | 65/469 [00:07<00:45, 8.92it/s, v_num=9, loss/train=0.170, alignment/train=0.0692, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 14%|█▍ | 65/469 [00:07<00:45, 8.92it/s, v_num=9, loss/train=0.179, alignment/train=0.0807, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 14%|█▍ | 66/469 [00:07<00:45, 8.92it/s, v_num=9, loss/train=0.179, alignment/train=0.0807, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 14%|█▍ | 66/469 [00:07<00:45, 8.92it/s, v_num=9, loss/train=0.158, alignment/train=0.0757, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 14%|█▍ | 67/469 [00:07<00:44, 8.98it/s, v_num=9, loss/train=0.158, alignment/train=0.0757, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 14%|█▍ | 67/469 [00:07<00:44, 8.98it/s, v_num=9, loss/train=0.160, alignment/train=0.0692, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 14%|█▍ | 68/469 [00:07<00:44, 9.05it/s, v_num=9, loss/train=0.160, alignment/train=0.0692, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 14%|█▍ | 68/469 [00:07<00:44, 9.04it/s, v_num=9, loss/train=0.193, alignment/train=0.0854, uniformity/train=-3.56, contrastive_acc/train=0.988, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 15%|█▍ | 69/469 [00:07<00:44, 9.04it/s, v_num=9, loss/train=0.193, alignment/train=0.0854, uniformity/train=-3.56, contrastive_acc/train=0.988, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 15%|█▍ | 69/469 [00:07<00:44, 9.04it/s, v_num=9, loss/train=0.191, alignment/train=0.085, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 15%|█▍ | 70/469 [00:07<00:44, 9.04it/s, v_num=9, loss/train=0.191, alignment/train=0.085, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 15%|█▍ | 70/469 [00:07<00:44, 9.04it/s, v_num=9, loss/train=0.187, alignment/train=0.0861, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 15%|█▌ | 71/469 [00:07<00:43, 9.08it/s, v_num=9, loss/train=0.187, alignment/train=0.0861, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 15%|█▌ | 71/469 [00:07<00:43, 9.08it/s, v_num=9, loss/train=0.205, alignment/train=0.0817, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 15%|█▌ | 72/469 [00:07<00:43, 9.11it/s, v_num=9, loss/train=0.205, alignment/train=0.0817, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 15%|█▌ | 72/469 [00:07<00:43, 9.10it/s, v_num=9, loss/train=0.167, alignment/train=0.0834, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 16%|█▌ | 73/469 [00:07<00:43, 9.16it/s, v_num=9, loss/train=0.167, alignment/train=0.0834, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 16%|█▌ | 73/469 [00:07<00:43, 9.16it/s, v_num=9, loss/train=0.178, alignment/train=0.0764, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 16%|█▌ | 74/469 [00:08<00:43, 9.18it/s, v_num=9, loss/train=0.178, alignment/train=0.0764, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 16%|█▌ | 74/469 [00:08<00:43, 9.18it/s, v_num=9, loss/train=0.162, alignment/train=0.0731, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 16%|█▌ | 75/469 [00:08<00:42, 9.24it/s, v_num=9, loss/train=0.162, alignment/train=0.0731, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 16%|█▌ | 75/469 [00:08<00:42, 9.24it/s, v_num=9, loss/train=0.162, alignment/train=0.0679, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 16%|█▌ | 76/469 [00:08<00:42, 9.24it/s, v_num=9, loss/train=0.162, alignment/train=0.0679, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 16%|█▌ | 76/469 [00:08<00:42, 9.24it/s, v_num=9, loss/train=0.163, alignment/train=0.0702, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 16%|█▋ | 77/469 [00:08<00:42, 9.23it/s, v_num=9, loss/train=0.163, alignment/train=0.0702, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 16%|█▋ | 77/469 [00:08<00:42, 9.23it/s, v_num=9, loss/train=0.222, alignment/train=0.0885, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 17%|█▋ | 78/469 [00:08<00:42, 9.29it/s, v_num=9, loss/train=0.222, alignment/train=0.0885, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 17%|█▋ | 78/469 [00:08<00:42, 9.28it/s, v_num=9, loss/train=0.188, alignment/train=0.0866, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 17%|█▋ | 79/469 [00:08<00:41, 9.32it/s, v_num=9, loss/train=0.188, alignment/train=0.0866, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 17%|█▋ | 79/469 [00:08<00:41, 9.31it/s, v_num=9, loss/train=0.142, alignment/train=0.0692, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 17%|█▋ | 80/469 [00:08<00:41, 9.28it/s, v_num=9, loss/train=0.142, alignment/train=0.0692, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 17%|█▋ | 80/469 [00:08<00:41, 9.28it/s, v_num=9, loss/train=0.206, alignment/train=0.0907, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 17%|█▋ | 81/469 [00:08<00:41, 9.31it/s, v_num=9, loss/train=0.206, alignment/train=0.0907, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 17%|█▋ | 81/469 [00:08<00:41, 9.31it/s, v_num=9, loss/train=0.172, alignment/train=0.085, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 17%|█▋ | 82/469 [00:08<00:41, 9.36it/s, v_num=9, loss/train=0.172, alignment/train=0.085, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 17%|█▋ | 82/469 [00:08<00:41, 9.36it/s, v_num=9, loss/train=0.188, alignment/train=0.0832, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 18%|█▊ | 83/469 [00:08<00:41, 9.41it/s, v_num=9, loss/train=0.188, alignment/train=0.0832, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 18%|█▊ | 83/469 [00:08<00:41, 9.41it/s, v_num=9, loss/train=0.199, alignment/train=0.0731, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 18%|█▊ | 84/469 [00:08<00:40, 9.46it/s, v_num=9, loss/train=0.199, alignment/train=0.0731, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 18%|█▊ | 84/469 [00:08<00:40, 9.46it/s, v_num=9, loss/train=0.167, alignment/train=0.0738, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 18%|█▊ | 85/469 [00:08<00:40, 9.50it/s, v_num=9, loss/train=0.167, alignment/train=0.0738, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 18%|█▊ | 85/469 [00:08<00:40, 9.50it/s, v_num=9, loss/train=0.196, alignment/train=0.081, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 18%|█▊ | 86/469 [00:09<00:40, 9.45it/s, v_num=9, loss/train=0.196, alignment/train=0.081, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 18%|█▊ | 86/469 [00:09<00:40, 9.45it/s, v_num=9, loss/train=0.178, alignment/train=0.0801, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 19%|█▊ | 87/469 [00:09<00:40, 9.46it/s, v_num=9, loss/train=0.178, alignment/train=0.0801, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 19%|█▊ | 87/469 [00:09<00:40, 9.46it/s, v_num=9, loss/train=0.189, alignment/train=0.0827, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 19%|█▉ | 88/469 [00:09<00:40, 9.45it/s, v_num=9, loss/train=0.189, alignment/train=0.0827, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 19%|█▉ | 88/469 [00:09<00:40, 9.45it/s, v_num=9, loss/train=0.160, alignment/train=0.0713, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 19%|█▉ | 89/469 [00:09<00:40, 9.50it/s, v_num=9, loss/train=0.160, alignment/train=0.0713, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 19%|█▉ | 89/469 [00:09<00:40, 9.50it/s, v_num=9, loss/train=0.152, alignment/train=0.0755, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 19%|█▉ | 90/469 [00:09<00:39, 9.50it/s, v_num=9, loss/train=0.152, alignment/train=0.0755, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 19%|█▉ | 90/469 [00:09<00:39, 9.50it/s, v_num=9, loss/train=0.161, alignment/train=0.0693, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 19%|█▉ | 91/469 [00:09<00:39, 9.55it/s, v_num=9, loss/train=0.161, alignment/train=0.0693, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 19%|█▉ | 91/469 [00:09<00:39, 9.55it/s, v_num=9, loss/train=0.136, alignment/train=0.0652, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 20%|█▉ | 92/469 [00:09<00:39, 9.54it/s, v_num=9, loss/train=0.136, alignment/train=0.0652, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 20%|█▉ | 92/469 [00:09<00:39, 9.54it/s, v_num=9, loss/train=0.225, alignment/train=0.0815, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 20%|█▉ | 93/469 [00:09<00:39, 9.53it/s, v_num=9, loss/train=0.225, alignment/train=0.0815, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 20%|█▉ | 93/469 [00:09<00:39, 9.53it/s, v_num=9, loss/train=0.211, alignment/train=0.074, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 20%|██ | 94/469 [00:09<00:39, 9.56it/s, v_num=9, loss/train=0.211, alignment/train=0.074, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 20%|██ | 94/469 [00:09<00:39, 9.56it/s, v_num=9, loss/train=0.181, alignment/train=0.0841, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 20%|██ | 95/469 [00:09<00:39, 9.54it/s, v_num=9, loss/train=0.181, alignment/train=0.0841, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 20%|██ | 95/469 [00:09<00:39, 9.54it/s, v_num=9, loss/train=0.176, alignment/train=0.0688, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 20%|██ | 96/469 [00:10<00:38, 9.58it/s, v_num=9, loss/train=0.176, alignment/train=0.0688, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 20%|██ | 96/469 [00:10<00:38, 9.58it/s, v_num=9, loss/train=0.185, alignment/train=0.0851, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 21%|██ | 97/469 [00:10<00:38, 9.62it/s, v_num=9, loss/train=0.185, alignment/train=0.0851, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 21%|██ | 97/469 [00:10<00:38, 9.62it/s, v_num=9, loss/train=0.156, alignment/train=0.0775, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 21%|██ | 98/469 [00:10<00:38, 9.64it/s, v_num=9, loss/train=0.156, alignment/train=0.0775, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 21%|██ | 98/469 [00:10<00:38, 9.64it/s, v_num=9, loss/train=0.196, alignment/train=0.0886, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 21%|██ | 99/469 [00:10<00:38, 9.65it/s, v_num=9, loss/train=0.196, alignment/train=0.0886, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 21%|██ | 99/469 [00:10<00:38, 9.65it/s, v_num=9, loss/train=0.190, alignment/train=0.0746, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 21%|██▏ | 100/469 [00:10<00:38, 9.63it/s, v_num=9, loss/train=0.190, alignment/train=0.0746, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 21%|██▏ | 100/469 [00:10<00:38, 9.63it/s, v_num=9, loss/train=0.174, alignment/train=0.0806, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 22%|██▏ | 101/469 [00:10<00:38, 9.67it/s, v_num=9, loss/train=0.174, alignment/train=0.0806, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 22%|██▏ | 101/469 [00:10<00:38, 9.67it/s, v_num=9, loss/train=0.170, alignment/train=0.0729, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 22%|██▏ | 102/469 [00:10<00:37, 9.69it/s, v_num=9, loss/train=0.170, alignment/train=0.0729, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 22%|██▏ | 102/469 [00:10<00:37, 9.69it/s, v_num=9, loss/train=0.174, alignment/train=0.0736, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 22%|██▏ | 103/469 [00:10<00:37, 9.73it/s, v_num=9, loss/train=0.174, alignment/train=0.0736, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 22%|██▏ | 103/469 [00:10<00:37, 9.73it/s, v_num=9, loss/train=0.163, alignment/train=0.0751, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 22%|██▏ | 104/469 [00:10<00:37, 9.73it/s, v_num=9, loss/train=0.163, alignment/train=0.0751, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 22%|██▏ | 104/469 [00:10<00:37, 9.73it/s, v_num=9, loss/train=0.137, alignment/train=0.0747, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 22%|██▏ | 105/469 [00:10<00:37, 9.69it/s, v_num=9, loss/train=0.137, alignment/train=0.0747, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 22%|██▏ | 105/469 [00:10<00:37, 9.69it/s, v_num=9, loss/train=0.200, alignment/train=0.0844, uniformity/train=-3.56, contrastive_acc/train=0.984, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 23%|██▎ | 106/469 [00:10<00:37, 9.73it/s, v_num=9, loss/train=0.200, alignment/train=0.0844, uniformity/train=-3.56, contrastive_acc/train=0.984, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 23%|██▎ | 106/469 [00:10<00:37, 9.73it/s, v_num=9, loss/train=0.156, alignment/train=0.0749, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 23%|██▎ | 107/469 [00:10<00:37, 9.76it/s, v_num=9, loss/train=0.156, alignment/train=0.0749, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 23%|██▎ | 107/469 [00:10<00:37, 9.76it/s, v_num=9, loss/train=0.189, alignment/train=0.0713, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 23%|██▎ | 108/469 [00:11<00:36, 9.77it/s, v_num=9, loss/train=0.189, alignment/train=0.0713, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 23%|██▎ | 108/469 [00:11<00:36, 9.77it/s, v_num=9, loss/train=0.189, alignment/train=0.0871, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 23%|██▎ | 109/469 [00:11<00:36, 9.75it/s, v_num=9, loss/train=0.189, alignment/train=0.0871, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 23%|██▎ | 109/469 [00:11<00:36, 9.75it/s, v_num=9, loss/train=0.209, alignment/train=0.0956, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 23%|██▎ | 110/469 [00:11<00:36, 9.77it/s, v_num=9, loss/train=0.209, alignment/train=0.0956, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 23%|██▎ | 110/469 [00:11<00:36, 9.77it/s, v_num=9, loss/train=0.155, alignment/train=0.0725, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 24%|██▎ | 111/469 [00:11<00:36, 9.80it/s, v_num=9, loss/train=0.155, alignment/train=0.0725, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 24%|██▎ | 111/469 [00:11<00:36, 9.80it/s, v_num=9, loss/train=0.193, alignment/train=0.0886, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 24%|██▍ | 112/469 [00:11<00:36, 9.84it/s, v_num=9, loss/train=0.193, alignment/train=0.0886, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 24%|██▍ | 112/469 [00:11<00:36, 9.84it/s, v_num=9, loss/train=0.229, alignment/train=0.0857, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 24%|██▍ | 113/469 [00:11<00:36, 9.83it/s, v_num=9, loss/train=0.229, alignment/train=0.0857, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 24%|██▍ | 113/469 [00:11<00:36, 9.83it/s, v_num=9, loss/train=0.153, alignment/train=0.073, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 24%|██▍ | 114/469 [00:11<00:36, 9.82it/s, v_num=9, loss/train=0.153, alignment/train=0.073, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 24%|██▍ | 114/469 [00:11<00:36, 9.82it/s, v_num=9, loss/train=0.135, alignment/train=0.0738, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 25%|██▍ | 115/469 [00:11<00:35, 9.86it/s, v_num=9, loss/train=0.135, alignment/train=0.0738, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 25%|██▍ | 115/469 [00:11<00:35, 9.85it/s, v_num=9, loss/train=0.170, alignment/train=0.0861, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 25%|██▍ | 116/469 [00:11<00:35, 9.84it/s, v_num=9, loss/train=0.170, alignment/train=0.0861, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 25%|██▍ | 116/469 [00:11<00:35, 9.84it/s, v_num=9, loss/train=0.181, alignment/train=0.0932, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 25%|██▍ | 117/469 [00:11<00:35, 9.88it/s, v_num=9, loss/train=0.181, alignment/train=0.0932, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 25%|██▍ | 117/469 [00:11<00:35, 9.88it/s, v_num=9, loss/train=0.166, alignment/train=0.0761, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 25%|██▌ | 118/469 [00:11<00:35, 9.88it/s, v_num=9, loss/train=0.166, alignment/train=0.0761, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 25%|██▌ | 118/469 [00:11<00:35, 9.88it/s, v_num=9, loss/train=0.187, alignment/train=0.0896, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 25%|██▌ | 119/469 [00:12<00:35, 9.87it/s, v_num=9, loss/train=0.187, alignment/train=0.0896, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 25%|██▌ | 119/469 [00:12<00:35, 9.87it/s, v_num=9, loss/train=0.149, alignment/train=0.0825, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 26%|██▌ | 120/469 [00:12<00:35, 9.87it/s, v_num=9, loss/train=0.149, alignment/train=0.0825, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 26%|██▌ | 120/469 [00:12<00:35, 9.87it/s, v_num=9, loss/train=0.167, alignment/train=0.0879, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 26%|██▌ | 121/469 [00:12<00:35, 9.89it/s, v_num=9, loss/train=0.167, alignment/train=0.0879, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 26%|██▌ | 121/469 [00:12<00:35, 9.89it/s, v_num=9, loss/train=0.193, alignment/train=0.0856, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 26%|██▌ | 122/469 [00:12<00:34, 9.93it/s, v_num=9, loss/train=0.193, alignment/train=0.0856, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 26%|██▌ | 122/469 [00:12<00:34, 9.92it/s, v_num=9, loss/train=0.165, alignment/train=0.0804, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 26%|██▌ | 123/469 [00:12<00:34, 9.95it/s, v_num=9, loss/train=0.165, alignment/train=0.0804, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 26%|██▌ | 123/469 [00:12<00:34, 9.95it/s, v_num=9, loss/train=0.169, alignment/train=0.0839, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 26%|██▋ | 124/469 [00:12<00:34, 9.90it/s, v_num=9, loss/train=0.169, alignment/train=0.0839, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 26%|██▋ | 124/469 [00:12<00:34, 9.90it/s, v_num=9, loss/train=0.175, alignment/train=0.0885, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 27%|██▋ | 125/469 [00:12<00:34, 9.91it/s, v_num=9, loss/train=0.175, alignment/train=0.0885, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 27%|██▋ | 125/469 [00:12<00:34, 9.91it/s, v_num=9, loss/train=0.177, alignment/train=0.0679, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 27%|██▋ | 126/469 [00:12<00:34, 9.94it/s, v_num=9, loss/train=0.177, alignment/train=0.0679, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 27%|██▋ | 126/469 [00:12<00:34, 9.94it/s, v_num=9, loss/train=0.168, alignment/train=0.0757, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 27%|██▋ | 127/469 [00:12<00:34, 9.98it/s, v_num=9, loss/train=0.168, alignment/train=0.0757, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 27%|██▋ | 127/469 [00:12<00:34, 9.98it/s, v_num=9, loss/train=0.169, alignment/train=0.0754, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 27%|██▋ | 128/469 [00:12<00:34, 9.99it/s, v_num=9, loss/train=0.169, alignment/train=0.0754, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 27%|██▋ | 128/469 [00:12<00:34, 9.99it/s, v_num=9, loss/train=0.162, alignment/train=0.0693, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 28%|██▊ | 129/469 [00:12<00:34, 9.99it/s, v_num=9, loss/train=0.162, alignment/train=0.0693, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 28%|██▊ | 129/469 [00:12<00:34, 9.99it/s, v_num=9, loss/train=0.201, alignment/train=0.0809, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 28%|██▊ | 130/469 [00:12<00:33, 10.01it/s, v_num=9, loss/train=0.201, alignment/train=0.0809, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 28%|██▊ | 130/469 [00:12<00:33, 10.01it/s, v_num=9, loss/train=0.205, alignment/train=0.0756, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 28%|██▊ | 131/469 [00:13<00:33, 10.00it/s, v_num=9, loss/train=0.205, alignment/train=0.0756, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 28%|██▊ | 131/469 [00:13<00:33, 10.00it/s, v_num=9, loss/train=0.138, alignment/train=0.0747, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 28%|██▊ | 132/469 [00:13<00:33, 10.00it/s, v_num=9, loss/train=0.138, alignment/train=0.0747, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 28%|██▊ | 132/469 [00:13<00:33, 10.00it/s, v_num=9, loss/train=0.194, alignment/train=0.0866, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 28%|██▊ | 133/469 [00:13<00:33, 9.99it/s, v_num=9, loss/train=0.194, alignment/train=0.0866, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 28%|██▊ | 133/469 [00:13<00:33, 9.99it/s, v_num=9, loss/train=0.148, alignment/train=0.0719, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 29%|██▊ | 134/469 [00:13<00:33, 10.01it/s, v_num=9, loss/train=0.148, alignment/train=0.0719, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 29%|██▊ | 134/469 [00:13<00:33, 10.01it/s, v_num=9, loss/train=0.200, alignment/train=0.0925, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 29%|██▉ | 135/469 [00:13<00:33, 10.03it/s, v_num=9, loss/train=0.200, alignment/train=0.0925, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 29%|██▉ | 135/469 [00:13<00:33, 10.03it/s, v_num=9, loss/train=0.217, alignment/train=0.0934, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 29%|██▉ | 136/469 [00:13<00:33, 10.04it/s, v_num=9, loss/train=0.217, alignment/train=0.0934, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 29%|██▉ | 136/469 [00:13<00:33, 10.04it/s, v_num=9, loss/train=0.186, alignment/train=0.0789, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 29%|██▉ | 137/469 [00:13<00:32, 10.07it/s, v_num=9, loss/train=0.186, alignment/train=0.0789, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 29%|██▉ | 137/469 [00:13<00:32, 10.07it/s, v_num=9, loss/train=0.192, alignment/train=0.0696, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 29%|██▉ | 138/469 [00:13<00:32, 10.09it/s, v_num=9, loss/train=0.192, alignment/train=0.0696, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 29%|██▉ | 138/469 [00:13<00:32, 10.09it/s, v_num=9, loss/train=0.155, alignment/train=0.0716, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 30%|██▉ | 139/469 [00:13<00:32, 10.04it/s, v_num=9, loss/train=0.155, alignment/train=0.0716, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 30%|██▉ | 139/469 [00:13<00:32, 10.04it/s, v_num=9, loss/train=0.152, alignment/train=0.0733, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 30%|██▉ | 140/469 [00:13<00:32, 10.04it/s, v_num=9, loss/train=0.152, alignment/train=0.0733, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 30%|██▉ | 140/469 [00:13<00:32, 10.04it/s, v_num=9, loss/train=0.168, alignment/train=0.0868, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 30%|███ | 141/469 [00:14<00:32, 10.07it/s, v_num=9, loss/train=0.168, alignment/train=0.0868, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 30%|███ | 141/469 [00:14<00:32, 10.07it/s, v_num=9, loss/train=0.163, alignment/train=0.074, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 30%|███ | 142/469 [00:14<00:32, 10.10it/s, v_num=9, loss/train=0.163, alignment/train=0.074, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 30%|███ | 142/469 [00:14<00:32, 10.10it/s, v_num=9, loss/train=0.172, alignment/train=0.0787, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 30%|███ | 143/469 [00:14<00:32, 10.06it/s, v_num=9, loss/train=0.172, alignment/train=0.0787, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 30%|███ | 143/469 [00:14<00:32, 10.06it/s, v_num=9, loss/train=0.178, alignment/train=0.0844, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 31%|███ | 144/469 [00:14<00:32, 10.06it/s, v_num=9, loss/train=0.178, alignment/train=0.0844, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 31%|███ | 144/469 [00:14<00:32, 10.06it/s, v_num=9, loss/train=0.171, alignment/train=0.0832, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 31%|███ | 145/469 [00:14<00:32, 10.09it/s, v_num=9, loss/train=0.171, alignment/train=0.0832, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 31%|███ | 145/469 [00:14<00:32, 10.09it/s, v_num=9, loss/train=0.152, alignment/train=0.0743, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 31%|███ | 146/469 [00:14<00:32, 10.09it/s, v_num=9, loss/train=0.152, alignment/train=0.0743, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 31%|███ | 146/469 [00:14<00:32, 10.09it/s, v_num=9, loss/train=0.196, alignment/train=0.0879, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 31%|███▏ | 147/469 [00:14<00:31, 10.12it/s, v_num=9, loss/train=0.196, alignment/train=0.0879, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 31%|███▏ | 147/469 [00:14<00:31, 10.12it/s, v_num=9, loss/train=0.166, alignment/train=0.078, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 32%|███▏ | 148/469 [00:14<00:31, 10.14it/s, v_num=9, loss/train=0.166, alignment/train=0.078, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 32%|███▏ | 148/469 [00:14<00:31, 10.14it/s, v_num=9, loss/train=0.164, alignment/train=0.0681, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 32%|███▏ | 149/469 [00:14<00:31, 10.17it/s, v_num=9, loss/train=0.164, alignment/train=0.0681, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 32%|███▏ | 149/469 [00:14<00:31, 10.17it/s, v_num=9, loss/train=0.160, alignment/train=0.0697, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 32%|███▏ | 150/469 [00:14<00:31, 10.16it/s, v_num=9, loss/train=0.160, alignment/train=0.0697, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 32%|███▏ | 150/469 [00:14<00:31, 10.16it/s, v_num=9, loss/train=0.188, alignment/train=0.0865, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 32%|███▏ | 151/469 [00:14<00:31, 10.14it/s, v_num=9, loss/train=0.188, alignment/train=0.0865, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 32%|███▏ | 151/469 [00:14<00:31, 10.14it/s, v_num=9, loss/train=0.168, alignment/train=0.0692, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 32%|███▏ | 152/469 [00:15<00:31, 10.12it/s, v_num=9, loss/train=0.168, alignment/train=0.0692, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 32%|███▏ | 152/469 [00:15<00:31, 10.12it/s, v_num=9, loss/train=0.195, alignment/train=0.0818, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 33%|███▎ | 153/469 [00:15<00:31, 10.15it/s, v_num=9, loss/train=0.195, alignment/train=0.0818, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 33%|███▎ | 153/469 [00:15<00:31, 10.15it/s, v_num=9, loss/train=0.165, alignment/train=0.0718, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 33%|███▎ | 154/469 [00:15<00:31, 10.14it/s, v_num=9, loss/train=0.165, alignment/train=0.0718, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 33%|███▎ | 154/469 [00:15<00:31, 10.14it/s, v_num=9, loss/train=0.145, alignment/train=0.0684, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 33%|███▎ | 155/469 [00:15<00:30, 10.17it/s, v_num=9, loss/train=0.145, alignment/train=0.0684, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 33%|███▎ | 155/469 [00:15<00:30, 10.17it/s, v_num=9, loss/train=0.180, alignment/train=0.0708, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 33%|███▎ | 156/469 [00:15<00:30, 10.18it/s, v_num=9, loss/train=0.180, alignment/train=0.0708, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 33%|███▎ | 156/469 [00:15<00:30, 10.18it/s, v_num=9, loss/train=0.213, alignment/train=0.0871, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 33%|███▎ | 157/469 [00:15<00:30, 10.17it/s, v_num=9, loss/train=0.213, alignment/train=0.0871, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 33%|███▎ | 157/469 [00:15<00:30, 10.16it/s, v_num=9, loss/train=0.156, alignment/train=0.0826, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 34%|███▎ | 158/469 [00:15<00:30, 10.16it/s, v_num=9, loss/train=0.156, alignment/train=0.0826, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 34%|███▎ | 158/469 [00:15<00:30, 10.16it/s, v_num=9, loss/train=0.175, alignment/train=0.0895, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 34%|███▍ | 159/469 [00:15<00:30, 10.19it/s, v_num=9, loss/train=0.175, alignment/train=0.0895, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 34%|███▍ | 159/469 [00:15<00:30, 10.19it/s, v_num=9, loss/train=0.149, alignment/train=0.0743, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 34%|███▍ | 160/469 [00:15<00:30, 10.18it/s, v_num=9, loss/train=0.149, alignment/train=0.0743, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 34%|███▍ | 160/469 [00:15<00:30, 10.18it/s, v_num=9, loss/train=0.164, alignment/train=0.076, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 34%|███▍ | 161/469 [00:15<00:30, 10.21it/s, v_num=9, loss/train=0.164, alignment/train=0.076, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 34%|███▍ | 161/469 [00:15<00:30, 10.21it/s, v_num=9, loss/train=0.167, alignment/train=0.063, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 35%|███▍ | 162/469 [00:15<00:30, 10.23it/s, v_num=9, loss/train=0.167, alignment/train=0.063, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 35%|███▍ | 162/469 [00:15<00:30, 10.23it/s, v_num=9, loss/train=0.193, alignment/train=0.0744, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 35%|███▍ | 163/469 [00:15<00:29, 10.24it/s, v_num=9, loss/train=0.193, alignment/train=0.0744, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 35%|███▍ | 163/469 [00:15<00:29, 10.24it/s, v_num=9, loss/train=0.212, alignment/train=0.0709, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 35%|███▍ | 164/469 [00:16<00:29, 10.23it/s, v_num=9, loss/train=0.212, alignment/train=0.0709, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 35%|███▍ | 164/469 [00:16<00:29, 10.23it/s, v_num=9, loss/train=0.162, alignment/train=0.0796, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 35%|███▌ | 165/469 [00:16<00:29, 10.22it/s, v_num=9, loss/train=0.162, alignment/train=0.0796, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 35%|███▌ | 165/469 [00:16<00:29, 10.22it/s, v_num=9, loss/train=0.192, alignment/train=0.0762, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 35%|███▌ | 166/469 [00:16<00:29, 10.23it/s, v_num=9, loss/train=0.192, alignment/train=0.0762, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 35%|███▌ | 166/469 [00:16<00:29, 10.22it/s, v_num=9, loss/train=0.159, alignment/train=0.0725, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 36%|███▌ | 167/469 [00:16<00:29, 10.22it/s, v_num=9, loss/train=0.159, alignment/train=0.0725, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 36%|███▌ | 167/469 [00:16<00:29, 10.22it/s, v_num=9, loss/train=0.186, alignment/train=0.0798, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 36%|███▌ | 168/469 [00:16<00:29, 10.23it/s, v_num=9, loss/train=0.186, alignment/train=0.0798, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 36%|███▌ | 168/469 [00:16<00:29, 10.23it/s, v_num=9, loss/train=0.161, alignment/train=0.0753, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 36%|███▌ | 169/469 [00:16<00:29, 10.23it/s, v_num=9, loss/train=0.161, alignment/train=0.0753, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 36%|███▌ | 169/469 [00:16<00:29, 10.23it/s, v_num=9, loss/train=0.169, alignment/train=0.0767, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 36%|███▌ | 170/469 [00:16<00:29, 10.25it/s, v_num=9, loss/train=0.169, alignment/train=0.0767, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 36%|███▌ | 170/469 [00:16<00:29, 10.25it/s, v_num=9, loss/train=0.213, alignment/train=0.0931, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 36%|███▋ | 171/469 [00:16<00:29, 10.27it/s, v_num=9, loss/train=0.213, alignment/train=0.0931, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 36%|███▋ | 171/469 [00:16<00:29, 10.27it/s, v_num=9, loss/train=0.154, alignment/train=0.0708, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 37%|███▋ | 172/469 [00:16<00:28, 10.26it/s, v_num=9, loss/train=0.154, alignment/train=0.0708, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 37%|███▋ | 172/469 [00:16<00:28, 10.26it/s, v_num=9, loss/train=0.174, alignment/train=0.0727, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 37%|███▋ | 173/469 [00:16<00:28, 10.29it/s, v_num=9, loss/train=0.174, alignment/train=0.0727, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 37%|███▋ | 173/469 [00:16<00:28, 10.29it/s, v_num=9, loss/train=0.167, alignment/train=0.0824, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 37%|███▋ | 174/469 [00:16<00:28, 10.28it/s, v_num=9, loss/train=0.167, alignment/train=0.0824, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 37%|███▋ | 174/469 [00:16<00:28, 10.28it/s, v_num=9, loss/train=0.189, alignment/train=0.0808, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 37%|███▋ | 175/469 [00:16<00:28, 10.30it/s, v_num=9, loss/train=0.189, alignment/train=0.0808, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 37%|███▋ | 175/469 [00:16<00:28, 10.30it/s, v_num=9, loss/train=0.168, alignment/train=0.0692, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 38%|███▊ | 176/469 [00:17<00:28, 10.32it/s, v_num=9, loss/train=0.168, alignment/train=0.0692, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 38%|███▊ | 176/469 [00:17<00:28, 10.32it/s, v_num=9, loss/train=0.186, alignment/train=0.0753, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 38%|███▊ | 177/469 [00:17<00:28, 10.34it/s, v_num=9, loss/train=0.186, alignment/train=0.0753, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 38%|███▊ | 177/469 [00:17<00:28, 10.34it/s, v_num=9, loss/train=0.177, alignment/train=0.0793, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 38%|███▊ | 178/469 [00:17<00:28, 10.30it/s, v_num=9, loss/train=0.177, alignment/train=0.0793, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 38%|███▊ | 178/469 [00:17<00:28, 10.30it/s, v_num=9, loss/train=0.167, alignment/train=0.0784, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 38%|███▊ | 179/469 [00:17<00:28, 10.33it/s, v_num=9, loss/train=0.167, alignment/train=0.0784, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 38%|███▊ | 179/469 [00:17<00:28, 10.33it/s, v_num=9, loss/train=0.150, alignment/train=0.0785, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 38%|███▊ | 180/469 [00:17<00:28, 10.31it/s, v_num=9, loss/train=0.150, alignment/train=0.0785, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 38%|███▊ | 180/469 [00:17<00:28, 10.31it/s, v_num=9, loss/train=0.171, alignment/train=0.0777, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 39%|███▊ | 181/469 [00:17<00:27, 10.30it/s, v_num=9, loss/train=0.171, alignment/train=0.0777, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 39%|███▊ | 181/469 [00:17<00:27, 10.29it/s, v_num=9, loss/train=0.175, alignment/train=0.0837, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 39%|███▉ | 182/469 [00:17<00:27, 10.30it/s, v_num=9, loss/train=0.175, alignment/train=0.0837, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 39%|███▉ | 182/469 [00:17<00:27, 10.30it/s, v_num=9, loss/train=0.168, alignment/train=0.0757, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 39%|███▉ | 183/469 [00:17<00:27, 10.32it/s, v_num=9, loss/train=0.168, alignment/train=0.0757, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 39%|███▉ | 183/469 [00:17<00:27, 10.32it/s, v_num=9, loss/train=0.169, alignment/train=0.0767, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 39%|███▉ | 184/469 [00:17<00:27, 10.33it/s, v_num=9, loss/train=0.169, alignment/train=0.0767, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 39%|███▉ | 184/469 [00:17<00:27, 10.33it/s, v_num=9, loss/train=0.173, alignment/train=0.085, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 39%|███▉ | 185/469 [00:17<00:27, 10.34it/s, v_num=9, loss/train=0.173, alignment/train=0.085, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 39%|███▉ | 185/469 [00:17<00:27, 10.34it/s, v_num=9, loss/train=0.160, alignment/train=0.0796, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 40%|███▉ | 186/469 [00:18<00:27, 10.33it/s, v_num=9, loss/train=0.160, alignment/train=0.0796, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 40%|███▉ | 186/469 [00:18<00:27, 10.33it/s, v_num=9, loss/train=0.222, alignment/train=0.0784, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 40%|███▉ | 187/469 [00:18<00:27, 10.32it/s, v_num=9, loss/train=0.222, alignment/train=0.0784, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 40%|███▉ | 187/469 [00:18<00:27, 10.32it/s, v_num=9, loss/train=0.192, alignment/train=0.0809, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 40%|████ | 188/469 [00:18<00:27, 10.33it/s, v_num=9, loss/train=0.192, alignment/train=0.0809, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 40%|████ | 188/469 [00:18<00:27, 10.33it/s, v_num=9, loss/train=0.246, alignment/train=0.0955, uniformity/train=-3.55, contrastive_acc/train=0.988, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 40%|████ | 189/469 [00:18<00:27, 10.35it/s, v_num=9, loss/train=0.246, alignment/train=0.0955, uniformity/train=-3.55, contrastive_acc/train=0.988, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 40%|████ | 189/469 [00:18<00:27, 10.35it/s, v_num=9, loss/train=0.185, alignment/train=0.0684, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 41%|████ | 190/469 [00:18<00:26, 10.37it/s, v_num=9, loss/train=0.185, alignment/train=0.0684, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 41%|████ | 190/469 [00:18<00:26, 10.37it/s, v_num=9, loss/train=0.166, alignment/train=0.0839, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 41%|████ | 191/469 [00:18<00:26, 10.37it/s, v_num=9, loss/train=0.166, alignment/train=0.0839, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 41%|████ | 191/469 [00:18<00:26, 10.37it/s, v_num=9, loss/train=0.194, alignment/train=0.0865, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 41%|████ | 192/469 [00:18<00:26, 10.36it/s, v_num=9, loss/train=0.194, alignment/train=0.0865, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 41%|████ | 192/469 [00:18<00:26, 10.36it/s, v_num=9, loss/train=0.177, alignment/train=0.0809, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 41%|████ | 193/469 [00:18<00:26, 10.34it/s, v_num=9, loss/train=0.177, alignment/train=0.0809, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 41%|████ | 193/469 [00:18<00:26, 10.34it/s, v_num=9, loss/train=0.202, alignment/train=0.0769, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 41%|████▏ | 194/469 [00:18<00:26, 10.36it/s, v_num=9, loss/train=0.202, alignment/train=0.0769, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 41%|████▏ | 194/469 [00:18<00:26, 10.36it/s, v_num=9, loss/train=0.184, alignment/train=0.0842, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 42%|████▏ | 195/469 [00:18<00:26, 10.37it/s, v_num=9, loss/train=0.184, alignment/train=0.0842, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 42%|████▏ | 195/469 [00:18<00:26, 10.37it/s, v_num=9, loss/train=0.190, alignment/train=0.0954, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 42%|████▏ | 196/469 [00:18<00:26, 10.36it/s, v_num=9, loss/train=0.190, alignment/train=0.0954, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 42%|████▏ | 196/469 [00:18<00:26, 10.36it/s, v_num=9, loss/train=0.171, alignment/train=0.0782, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 42%|████▏ | 197/469 [00:18<00:26, 10.38it/s, v_num=9, loss/train=0.171, alignment/train=0.0782, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 42%|████▏ | 197/469 [00:18<00:26, 10.38it/s, v_num=9, loss/train=0.186, alignment/train=0.0787, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 42%|████▏ | 198/469 [00:19<00:26, 10.39it/s, v_num=9, loss/train=0.186, alignment/train=0.0787, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 42%|████▏ | 198/469 [00:19<00:26, 10.39it/s, v_num=9, loss/train=0.170, alignment/train=0.0793, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 42%|████▏ | 199/469 [00:19<00:25, 10.39it/s, v_num=9, loss/train=0.170, alignment/train=0.0793, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 42%|████▏ | 199/469 [00:19<00:25, 10.39it/s, v_num=9, loss/train=0.145, alignment/train=0.0742, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 43%|████▎ | 200/469 [00:19<00:25, 10.40it/s, v_num=9, loss/train=0.145, alignment/train=0.0742, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 43%|████▎ | 200/469 [00:19<00:25, 10.40it/s, v_num=9, loss/train=0.157, alignment/train=0.0776, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 43%|████▎ | 201/469 [00:19<00:25, 10.40it/s, v_num=9, loss/train=0.157, alignment/train=0.0776, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 43%|████▎ | 201/469 [00:19<00:25, 10.40it/s, v_num=9, loss/train=0.187, alignment/train=0.0911, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 43%|████▎ | 202/469 [00:19<00:25, 10.40it/s, v_num=9, loss/train=0.187, alignment/train=0.0911, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 43%|████▎ | 202/469 [00:19<00:25, 10.40it/s, v_num=9, loss/train=0.168, alignment/train=0.0748, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 43%|████▎ | 203/469 [00:19<00:25, 10.42it/s, v_num=9, loss/train=0.168, alignment/train=0.0748, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 43%|████▎ | 203/469 [00:19<00:25, 10.42it/s, v_num=9, loss/train=0.163, alignment/train=0.0755, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 43%|████▎ | 204/469 [00:19<00:25, 10.41it/s, v_num=9, loss/train=0.163, alignment/train=0.0755, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 43%|████▎ | 204/469 [00:19<00:25, 10.41it/s, v_num=9, loss/train=0.200, alignment/train=0.0849, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 44%|████▎ | 205/469 [00:19<00:25, 10.41it/s, v_num=9, loss/train=0.200, alignment/train=0.0849, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 44%|████▎ | 205/469 [00:19<00:25, 10.41it/s, v_num=9, loss/train=0.190, alignment/train=0.0902, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 44%|████▍ | 206/469 [00:19<00:25, 10.43it/s, v_num=9, loss/train=0.190, alignment/train=0.0902, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 44%|████▍ | 206/469 [00:19<00:25, 10.43it/s, v_num=9, loss/train=0.181, alignment/train=0.0791, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 44%|████▍ | 207/469 [00:19<00:25, 10.42it/s, v_num=9, loss/train=0.181, alignment/train=0.0791, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 44%|████▍ | 207/469 [00:19<00:25, 10.42it/s, v_num=9, loss/train=0.153, alignment/train=0.087, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 44%|████▍ | 208/469 [00:19<00:25, 10.41it/s, v_num=9, loss/train=0.153, alignment/train=0.087, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 44%|████▍ | 208/469 [00:19<00:25, 10.41it/s, v_num=9, loss/train=0.186, alignment/train=0.0837, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 45%|████▍ | 209/469 [00:20<00:24, 10.41it/s, v_num=9, loss/train=0.186, alignment/train=0.0837, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 45%|████▍ | 209/469 [00:20<00:24, 10.41it/s, v_num=9, loss/train=0.156, alignment/train=0.079, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 45%|████▍ | 210/469 [00:20<00:24, 10.43it/s, v_num=9, loss/train=0.156, alignment/train=0.079, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 45%|████▍ | 210/469 [00:20<00:24, 10.43it/s, v_num=9, loss/train=0.160, alignment/train=0.0805, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 45%|████▍ | 211/469 [00:20<00:24, 10.44it/s, v_num=9, loss/train=0.160, alignment/train=0.0805, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 45%|████▍ | 211/469 [00:20<00:24, 10.44it/s, v_num=9, loss/train=0.156, alignment/train=0.0782, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 45%|████▌ | 212/469 [00:20<00:24, 10.45it/s, v_num=9, loss/train=0.156, alignment/train=0.0782, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 45%|████▌ | 212/469 [00:20<00:24, 10.45it/s, v_num=9, loss/train=0.163, alignment/train=0.0752, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 45%|████▌ | 213/469 [00:20<00:24, 10.45it/s, v_num=9, loss/train=0.163, alignment/train=0.0752, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 45%|████▌ | 213/469 [00:20<00:24, 10.45it/s, v_num=9, loss/train=0.202, alignment/train=0.0863, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 46%|████▌ | 214/469 [00:20<00:24, 10.47it/s, v_num=9, loss/train=0.202, alignment/train=0.0863, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 46%|████▌ | 214/469 [00:20<00:24, 10.46it/s, v_num=9, loss/train=0.179, alignment/train=0.0726, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 46%|████▌ | 215/469 [00:20<00:24, 10.48it/s, v_num=9, loss/train=0.179, alignment/train=0.0726, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 46%|████▌ | 215/469 [00:20<00:24, 10.48it/s, v_num=9, loss/train=0.174, alignment/train=0.0847, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 46%|████▌ | 216/469 [00:20<00:24, 10.50it/s, v_num=9, loss/train=0.174, alignment/train=0.0847, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 46%|████▌ | 216/469 [00:20<00:24, 10.50it/s, v_num=9, loss/train=0.202, alignment/train=0.0853, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 46%|████▋ | 217/469 [00:20<00:24, 10.49it/s, v_num=9, loss/train=0.202, alignment/train=0.0853, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 46%|████▋ | 217/469 [00:20<00:24, 10.49it/s, v_num=9, loss/train=0.153, alignment/train=0.0797, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 46%|████▋ | 218/469 [00:20<00:23, 10.48it/s, v_num=9, loss/train=0.153, alignment/train=0.0797, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 46%|████▋ | 218/469 [00:20<00:23, 10.48it/s, v_num=9, loss/train=0.138, alignment/train=0.0681, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 47%|████▋ | 219/469 [00:20<00:23, 10.44it/s, v_num=9, loss/train=0.138, alignment/train=0.0681, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 47%|████▋ | 219/469 [00:20<00:23, 10.44it/s, v_num=9, loss/train=0.164, alignment/train=0.0826, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 47%|████▋ | 220/469 [00:21<00:23, 10.46it/s, v_num=9, loss/train=0.164, alignment/train=0.0826, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 47%|████▋ | 220/469 [00:21<00:23, 10.46it/s, v_num=9, loss/train=0.174, alignment/train=0.0762, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 47%|████▋ | 221/469 [00:21<00:23, 10.47it/s, v_num=9, loss/train=0.174, alignment/train=0.0762, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 47%|████▋ | 221/469 [00:21<00:23, 10.47it/s, v_num=9, loss/train=0.164, alignment/train=0.0768, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 47%|████▋ | 222/469 [00:21<00:23, 10.49it/s, v_num=9, loss/train=0.164, alignment/train=0.0768, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 47%|████▋ | 222/469 [00:21<00:23, 10.49it/s, v_num=9, loss/train=0.169, alignment/train=0.0842, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 48%|████▊ | 223/469 [00:21<00:23, 10.48it/s, v_num=9, loss/train=0.169, alignment/train=0.0842, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 48%|████▊ | 223/469 [00:21<00:23, 10.48it/s, v_num=9, loss/train=0.176, alignment/train=0.0841, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 48%|████▊ | 224/469 [00:21<00:23, 10.47it/s, v_num=9, loss/train=0.176, alignment/train=0.0841, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 48%|████▊ | 224/469 [00:21<00:23, 10.47it/s, v_num=9, loss/train=0.195, alignment/train=0.0853, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 48%|████▊ | 225/469 [00:21<00:23, 10.46it/s, v_num=9, loss/train=0.195, alignment/train=0.0853, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 48%|████▊ | 225/469 [00:21<00:23, 10.46it/s, v_num=9, loss/train=0.192, alignment/train=0.0867, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 48%|████▊ | 226/469 [00:21<00:23, 10.47it/s, v_num=9, loss/train=0.192, alignment/train=0.0867, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 48%|████▊ | 226/469 [00:21<00:23, 10.47it/s, v_num=9, loss/train=0.185, alignment/train=0.0722, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 48%|████▊ | 227/469 [00:21<00:23, 10.48it/s, v_num=9, loss/train=0.185, alignment/train=0.0722, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 48%|████▊ | 227/469 [00:21<00:23, 10.48it/s, v_num=9, loss/train=0.192, alignment/train=0.0694, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 49%|████▊ | 228/469 [00:21<00:22, 10.49it/s, v_num=9, loss/train=0.192, alignment/train=0.0694, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 49%|████▊ | 228/469 [00:21<00:22, 10.49it/s, v_num=9, loss/train=0.230, alignment/train=0.0882, uniformity/train=-3.55, contrastive_acc/train=0.984, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 49%|████▉ | 229/469 [00:21<00:22, 10.48it/s, v_num=9, loss/train=0.230, alignment/train=0.0882, uniformity/train=-3.55, contrastive_acc/train=0.984, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 49%|████▉ | 229/469 [00:21<00:22, 10.48it/s, v_num=9, loss/train=0.160, alignment/train=0.085, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 49%|████▉ | 230/469 [00:21<00:22, 10.48it/s, v_num=9, loss/train=0.160, alignment/train=0.085, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 49%|████▉ | 230/469 [00:21<00:22, 10.48it/s, v_num=9, loss/train=0.158, alignment/train=0.0752, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 49%|████▉ | 231/469 [00:22<00:22, 10.50it/s, v_num=9, loss/train=0.158, alignment/train=0.0752, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 49%|████▉ | 231/469 [00:22<00:22, 10.50it/s, v_num=9, loss/train=0.163, alignment/train=0.0772, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 49%|████▉ | 232/469 [00:22<00:22, 10.49it/s, v_num=9, loss/train=0.163, alignment/train=0.0772, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 49%|████▉ | 232/469 [00:22<00:22, 10.49it/s, v_num=9, loss/train=0.179, alignment/train=0.0647, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 50%|████▉ | 233/469 [00:22<00:22, 10.51it/s, v_num=9, loss/train=0.179, alignment/train=0.0647, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 50%|████▉ | 233/469 [00:22<00:22, 10.51it/s, v_num=9, loss/train=0.179, alignment/train=0.0684, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 50%|████▉ | 234/469 [00:22<00:22, 10.53it/s, v_num=9, loss/train=0.179, alignment/train=0.0684, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 50%|████▉ | 234/469 [00:22<00:22, 10.53it/s, v_num=9, loss/train=0.168, alignment/train=0.0697, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 50%|█████ | 235/469 [00:22<00:22, 10.54it/s, v_num=9, loss/train=0.168, alignment/train=0.0697, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 50%|█████ | 235/469 [00:22<00:22, 10.54it/s, v_num=9, loss/train=0.156, alignment/train=0.0754, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 50%|█████ | 236/469 [00:22<00:22, 10.52it/s, v_num=9, loss/train=0.156, alignment/train=0.0754, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 50%|█████ | 236/469 [00:22<00:22, 10.52it/s, v_num=9, loss/train=0.191, alignment/train=0.0683, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 51%|█████ | 237/469 [00:22<00:22, 10.52it/s, v_num=9, loss/train=0.191, alignment/train=0.0683, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 51%|█████ | 237/469 [00:22<00:22, 10.52it/s, v_num=9, loss/train=0.170, alignment/train=0.0781, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 51%|█████ | 238/469 [00:22<00:21, 10.52it/s, v_num=9, loss/train=0.170, alignment/train=0.0781, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 51%|█████ | 238/469 [00:22<00:21, 10.52it/s, v_num=9, loss/train=0.161, alignment/train=0.0722, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 51%|█████ | 239/469 [00:22<00:21, 10.53it/s, v_num=9, loss/train=0.161, alignment/train=0.0722, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 51%|█████ | 239/469 [00:22<00:21, 10.53it/s, v_num=9, loss/train=0.169, alignment/train=0.0783, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 51%|█████ | 240/469 [00:22<00:21, 10.53it/s, v_num=9, loss/train=0.169, alignment/train=0.0783, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 51%|█████ | 240/469 [00:22<00:21, 10.53it/s, v_num=9, loss/train=0.160, alignment/train=0.0771, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 51%|█████▏ | 241/469 [00:22<00:21, 10.52it/s, v_num=9, loss/train=0.160, alignment/train=0.0771, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 51%|█████▏ | 241/469 [00:22<00:21, 10.52it/s, v_num=9, loss/train=0.155, alignment/train=0.0636, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 52%|█████▏ | 242/469 [00:22<00:21, 10.53it/s, v_num=9, loss/train=0.155, alignment/train=0.0636, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 52%|█████▏ | 242/469 [00:22<00:21, 10.53it/s, v_num=9, loss/train=0.165, alignment/train=0.0812, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 52%|█████▏ | 243/469 [00:23<00:21, 10.55it/s, v_num=9, loss/train=0.165, alignment/train=0.0812, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 52%|█████▏ | 243/469 [00:23<00:21, 10.55it/s, v_num=9, loss/train=0.169, alignment/train=0.083, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 52%|█████▏ | 244/469 [00:23<00:21, 10.56it/s, v_num=9, loss/train=0.169, alignment/train=0.083, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 52%|█████▏ | 244/469 [00:23<00:21, 10.56it/s, v_num=9, loss/train=0.166, alignment/train=0.0747, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 52%|█████▏ | 245/469 [00:23<00:21, 10.56it/s, v_num=9, loss/train=0.166, alignment/train=0.0747, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 52%|█████▏ | 245/469 [00:23<00:21, 10.56it/s, v_num=9, loss/train=0.149, alignment/train=0.0763, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 52%|█████▏ | 246/469 [00:23<00:21, 10.56it/s, v_num=9, loss/train=0.149, alignment/train=0.0763, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 52%|█████▏ | 246/469 [00:23<00:21, 10.56it/s, v_num=9, loss/train=0.168, alignment/train=0.0835, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 53%|█████▎ | 247/469 [00:23<00:21, 10.57it/s, v_num=9, loss/train=0.168, alignment/train=0.0835, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 53%|█████▎ | 247/469 [00:23<00:21, 10.57it/s, v_num=9, loss/train=0.195, alignment/train=0.0852, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 53%|█████▎ | 248/469 [00:23<00:20, 10.57it/s, v_num=9, loss/train=0.195, alignment/train=0.0852, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 53%|█████▎ | 248/469 [00:23<00:20, 10.57it/s, v_num=9, loss/train=0.168, alignment/train=0.079, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 53%|█████▎ | 249/469 [00:23<00:20, 10.55it/s, v_num=9, loss/train=0.168, alignment/train=0.079, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 53%|█████▎ | 249/469 [00:23<00:20, 10.55it/s, v_num=9, loss/train=0.157, alignment/train=0.0763, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 53%|█████▎ | 250/469 [00:23<00:20, 10.56it/s, v_num=9, loss/train=0.157, alignment/train=0.0763, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 53%|█████▎ | 250/469 [00:23<00:20, 10.56it/s, v_num=9, loss/train=0.193, alignment/train=0.0783, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 54%|█████▎ | 251/469 [00:23<00:20, 10.57it/s, v_num=9, loss/train=0.193, alignment/train=0.0783, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 54%|█████▎ | 251/469 [00:23<00:20, 10.57it/s, v_num=9, loss/train=0.201, alignment/train=0.0866, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 54%|█████▎ | 252/469 [00:23<00:20, 10.57it/s, v_num=9, loss/train=0.201, alignment/train=0.0866, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 54%|█████▎ | 252/469 [00:23<00:20, 10.57it/s, v_num=9, loss/train=0.174, alignment/train=0.0702, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 54%|█████▍ | 253/469 [00:23<00:20, 10.59it/s, v_num=9, loss/train=0.174, alignment/train=0.0702, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 54%|█████▍ | 253/469 [00:23<00:20, 10.59it/s, v_num=9, loss/train=0.185, alignment/train=0.0657, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 54%|█████▍ | 254/469 [00:23<00:20, 10.58it/s, v_num=9, loss/train=0.185, alignment/train=0.0657, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 54%|█████▍ | 254/469 [00:23<00:20, 10.58it/s, v_num=9, loss/train=0.165, alignment/train=0.0863, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 54%|█████▍ | 255/469 [00:24<00:20, 10.57it/s, v_num=9, loss/train=0.165, alignment/train=0.0863, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 54%|█████▍ | 255/469 [00:24<00:20, 10.57it/s, v_num=9, loss/train=0.176, alignment/train=0.0824, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 55%|█████▍ | 256/469 [00:24<00:20, 10.58it/s, v_num=9, loss/train=0.176, alignment/train=0.0824, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 55%|█████▍ | 256/469 [00:24<00:20, 10.58it/s, v_num=9, loss/train=0.191, alignment/train=0.089, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 55%|█████▍ | 257/469 [00:24<00:20, 10.59it/s, v_num=9, loss/train=0.191, alignment/train=0.089, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 55%|█████▍ | 257/469 [00:24<00:20, 10.59it/s, v_num=9, loss/train=0.154, alignment/train=0.0822, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 55%|█████▌ | 258/469 [00:24<00:19, 10.58it/s, v_num=9, loss/train=0.154, alignment/train=0.0822, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 55%|█████▌ | 258/469 [00:24<00:19, 10.58it/s, v_num=9, loss/train=0.168, alignment/train=0.0671, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 55%|█████▌ | 259/469 [00:24<00:19, 10.59it/s, v_num=9, loss/train=0.168, alignment/train=0.0671, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 55%|█████▌ | 259/469 [00:24<00:19, 10.59it/s, v_num=9, loss/train=0.170, alignment/train=0.0843, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 55%|█████▌ | 260/469 [00:24<00:19, 10.59it/s, v_num=9, loss/train=0.170, alignment/train=0.0843, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 55%|█████▌ | 260/469 [00:24<00:19, 10.59it/s, v_num=9, loss/train=0.183, alignment/train=0.0889, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 56%|█████▌ | 261/469 [00:24<00:19, 10.60it/s, v_num=9, loss/train=0.183, alignment/train=0.0889, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 56%|█████▌ | 261/469 [00:24<00:19, 10.60it/s, v_num=9, loss/train=0.153, alignment/train=0.072, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 56%|█████▌ | 262/469 [00:24<00:19, 10.61it/s, v_num=9, loss/train=0.153, alignment/train=0.072, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 56%|█████▌ | 262/469 [00:24<00:19, 10.61it/s, v_num=9, loss/train=0.183, alignment/train=0.0686, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 56%|█████▌ | 263/469 [00:24<00:19, 10.61it/s, v_num=9, loss/train=0.183, alignment/train=0.0686, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 56%|█████▌ | 263/469 [00:24<00:19, 10.61it/s, v_num=9, loss/train=0.196, alignment/train=0.0937, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 56%|█████▋ | 264/469 [00:24<00:19, 10.60it/s, v_num=9, loss/train=0.196, alignment/train=0.0937, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 56%|█████▋ | 264/469 [00:24<00:19, 10.60it/s, v_num=9, loss/train=0.171, alignment/train=0.0871, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 57%|█████▋ | 265/469 [00:25<00:19, 10.60it/s, v_num=9, loss/train=0.171, alignment/train=0.0871, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 57%|█████▋ | 265/469 [00:25<00:19, 10.59it/s, v_num=9, loss/train=0.154, alignment/train=0.0728, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 57%|█████▋ | 266/469 [00:25<00:19, 10.61it/s, v_num=9, loss/train=0.154, alignment/train=0.0728, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 57%|█████▋ | 266/469 [00:25<00:19, 10.61it/s, v_num=9, loss/train=0.181, alignment/train=0.0833, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 57%|█████▋ | 267/469 [00:25<00:19, 10.62it/s, v_num=9, loss/train=0.181, alignment/train=0.0833, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 57%|█████▋ | 267/469 [00:25<00:19, 10.62it/s, v_num=9, loss/train=0.211, alignment/train=0.0879, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 57%|█████▋ | 268/469 [00:25<00:18, 10.60it/s, v_num=9, loss/train=0.211, alignment/train=0.0879, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 57%|█████▋ | 268/469 [00:25<00:18, 10.60it/s, v_num=9, loss/train=0.160, alignment/train=0.0797, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 57%|█████▋ | 269/469 [00:25<00:18, 10.61it/s, v_num=9, loss/train=0.160, alignment/train=0.0797, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 57%|█████▋ | 269/469 [00:25<00:18, 10.61it/s, v_num=9, loss/train=0.172, alignment/train=0.0746, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 58%|█████▊ | 270/469 [00:25<00:18, 10.61it/s, v_num=9, loss/train=0.172, alignment/train=0.0746, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 58%|█████▊ | 270/469 [00:25<00:18, 10.61it/s, v_num=9, loss/train=0.153, alignment/train=0.073, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 58%|█████▊ | 271/469 [00:25<00:18, 10.60it/s, v_num=9, loss/train=0.153, alignment/train=0.073, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 58%|█████▊ | 271/469 [00:25<00:18, 10.60it/s, v_num=9, loss/train=0.153, alignment/train=0.0779, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 58%|█████▊ | 272/469 [00:25<00:18, 10.61it/s, v_num=9, loss/train=0.153, alignment/train=0.0779, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 58%|█████▊ | 272/469 [00:25<00:18, 10.61it/s, v_num=9, loss/train=0.176, alignment/train=0.0777, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 58%|█████▊ | 273/469 [00:25<00:18, 10.59it/s, v_num=9, loss/train=0.176, alignment/train=0.0777, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 58%|█████▊ | 273/469 [00:25<00:18, 10.59it/s, v_num=9, loss/train=0.151, alignment/train=0.0713, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 58%|█████▊ | 274/469 [00:25<00:18, 10.61it/s, v_num=9, loss/train=0.151, alignment/train=0.0713, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 58%|█████▊ | 274/469 [00:25<00:18, 10.61it/s, v_num=9, loss/train=0.182, alignment/train=0.0835, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 59%|█████▊ | 275/469 [00:25<00:18, 10.61it/s, v_num=9, loss/train=0.182, alignment/train=0.0835, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 59%|█████▊ | 275/469 [00:25<00:18, 10.61it/s, v_num=9, loss/train=0.158, alignment/train=0.0721, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 59%|█████▉ | 276/469 [00:26<00:18, 10.61it/s, v_num=9, loss/train=0.158, alignment/train=0.0721, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 59%|█████▉ | 276/469 [00:26<00:18, 10.61it/s, v_num=9, loss/train=0.178, alignment/train=0.0791, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 59%|█████▉ | 277/469 [00:26<00:18, 10.62it/s, v_num=9, loss/train=0.178, alignment/train=0.0791, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 59%|█████▉ | 277/469 [00:26<00:18, 10.62it/s, v_num=9, loss/train=0.194, alignment/train=0.0802, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 59%|█████▉ | 278/469 [00:26<00:17, 10.62it/s, v_num=9, loss/train=0.194, alignment/train=0.0802, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 59%|█████▉ | 278/469 [00:26<00:17, 10.62it/s, v_num=9, loss/train=0.207, alignment/train=0.086, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 59%|█████▉ | 279/469 [00:26<00:17, 10.63it/s, v_num=9, loss/train=0.207, alignment/train=0.086, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 59%|█████▉ | 279/469 [00:26<00:17, 10.63it/s, v_num=9, loss/train=0.161, alignment/train=0.0772, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 60%|█████▉ | 280/469 [00:26<00:17, 10.63it/s, v_num=9, loss/train=0.161, alignment/train=0.0772, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 60%|█████▉ | 280/469 [00:26<00:17, 10.63it/s, v_num=9, loss/train=0.233, alignment/train=0.0893, uniformity/train=-3.53, contrastive_acc/train=0.988, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 60%|█████▉ | 281/469 [00:26<00:17, 10.62it/s, v_num=9, loss/train=0.233, alignment/train=0.0893, uniformity/train=-3.53, contrastive_acc/train=0.988, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 60%|█████▉ | 281/469 [00:26<00:17, 10.61it/s, v_num=9, loss/train=0.151, alignment/train=0.0787, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 60%|██████ | 282/469 [00:26<00:17, 10.63it/s, v_num=9, loss/train=0.151, alignment/train=0.0787, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 60%|██████ | 282/469 [00:26<00:17, 10.63it/s, v_num=9, loss/train=0.164, alignment/train=0.0838, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 60%|██████ | 283/469 [00:26<00:17, 10.63it/s, v_num=9, loss/train=0.164, alignment/train=0.0838, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 60%|██████ | 283/469 [00:26<00:17, 10.63it/s, v_num=9, loss/train=0.160, alignment/train=0.0854, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 61%|██████ | 284/469 [00:26<00:17, 10.65it/s, v_num=9, loss/train=0.160, alignment/train=0.0854, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 61%|██████ | 284/469 [00:26<00:17, 10.65it/s, v_num=9, loss/train=0.174, alignment/train=0.0753, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 61%|██████ | 285/469 [00:26<00:17, 10.64it/s, v_num=9, loss/train=0.174, alignment/train=0.0753, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 61%|██████ | 285/469 [00:26<00:17, 10.64it/s, v_num=9, loss/train=0.159, alignment/train=0.0807, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 61%|██████ | 286/469 [00:26<00:17, 10.64it/s, v_num=9, loss/train=0.159, alignment/train=0.0807, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 61%|██████ | 286/469 [00:26<00:17, 10.64it/s, v_num=9, loss/train=0.161, alignment/train=0.0751, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 61%|██████ | 287/469 [00:26<00:17, 10.65it/s, v_num=9, loss/train=0.161, alignment/train=0.0751, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 61%|██████ | 287/469 [00:26<00:17, 10.65it/s, v_num=9, loss/train=0.157, alignment/train=0.0733, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 61%|██████▏ | 288/469 [00:27<00:16, 10.66it/s, v_num=9, loss/train=0.157, alignment/train=0.0733, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 61%|██████▏ | 288/469 [00:27<00:16, 10.66it/s, v_num=9, loss/train=0.166, alignment/train=0.0809, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 62%|██████▏ | 289/469 [00:27<00:16, 10.65it/s, v_num=9, loss/train=0.166, alignment/train=0.0809, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 62%|██████▏ | 289/469 [00:27<00:16, 10.65it/s, v_num=9, loss/train=0.160, alignment/train=0.0715, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 62%|██████▏ | 290/469 [00:27<00:16, 10.64it/s, v_num=9, loss/train=0.160, alignment/train=0.0715, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 62%|██████▏ | 290/469 [00:27<00:16, 10.64it/s, v_num=9, loss/train=0.161, alignment/train=0.0835, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 62%|██████▏ | 291/469 [00:27<00:16, 10.65it/s, v_num=9, loss/train=0.161, alignment/train=0.0835, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 62%|██████▏ | 291/469 [00:27<00:16, 10.65it/s, v_num=9, loss/train=0.170, alignment/train=0.0838, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 62%|██████▏ | 292/469 [00:27<00:16, 10.65it/s, v_num=9, loss/train=0.170, alignment/train=0.0838, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 62%|██████▏ | 292/469 [00:27<00:16, 10.65it/s, v_num=9, loss/train=0.177, alignment/train=0.072, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 62%|██████▏ | 293/469 [00:27<00:16, 10.65it/s, v_num=9, loss/train=0.177, alignment/train=0.072, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 62%|██████▏ | 293/469 [00:27<00:16, 10.65it/s, v_num=9, loss/train=0.168, alignment/train=0.085, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 63%|██████▎ | 294/469 [00:27<00:16, 10.66it/s, v_num=9, loss/train=0.168, alignment/train=0.085, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 63%|██████▎ | 294/469 [00:27<00:16, 10.66it/s, v_num=9, loss/train=0.168, alignment/train=0.0798, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 63%|██████▎ | 295/469 [00:27<00:16, 10.66it/s, v_num=9, loss/train=0.168, alignment/train=0.0798, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 63%|██████▎ | 295/469 [00:27<00:16, 10.66it/s, v_num=9, loss/train=0.181, alignment/train=0.0714, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 63%|██████▎ | 296/469 [00:27<00:16, 10.64it/s, v_num=9, loss/train=0.181, alignment/train=0.0714, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 63%|██████▎ | 296/469 [00:27<00:16, 10.64it/s, v_num=9, loss/train=0.152, alignment/train=0.0772, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 63%|██████▎ | 297/469 [00:27<00:16, 10.66it/s, v_num=9, loss/train=0.152, alignment/train=0.0772, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 63%|██████▎ | 297/469 [00:27<00:16, 10.66it/s, v_num=9, loss/train=0.164, alignment/train=0.0827, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 64%|██████▎ | 298/469 [00:27<00:16, 10.67it/s, v_num=9, loss/train=0.164, alignment/train=0.0827, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 64%|██████▎ | 298/469 [00:27<00:16, 10.67it/s, v_num=9, loss/train=0.205, alignment/train=0.0742, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 64%|██████▍ | 299/469 [00:28<00:15, 10.67it/s, v_num=9, loss/train=0.205, alignment/train=0.0742, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 64%|██████▍ | 299/469 [00:28<00:15, 10.67it/s, v_num=9, loss/train=0.155, alignment/train=0.0885, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 64%|██████▍ | 300/469 [00:28<00:15, 10.67it/s, v_num=9, loss/train=0.155, alignment/train=0.0885, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 64%|██████▍ | 300/469 [00:28<00:15, 10.67it/s, v_num=9, loss/train=0.167, alignment/train=0.0824, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 64%|██████▍ | 301/469 [00:28<00:15, 10.67it/s, v_num=9, loss/train=0.167, alignment/train=0.0824, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 64%|██████▍ | 301/469 [00:28<00:15, 10.67it/s, v_num=9, loss/train=0.168, alignment/train=0.0953, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 64%|██████▍ | 302/469 [00:28<00:15, 10.67it/s, v_num=9, loss/train=0.168, alignment/train=0.0953, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 64%|██████▍ | 302/469 [00:28<00:15, 10.67it/s, v_num=9, loss/train=0.190, alignment/train=0.0875, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 65%|██████▍ | 303/469 [00:28<00:15, 10.67it/s, v_num=9, loss/train=0.190, alignment/train=0.0875, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 65%|██████▍ | 303/469 [00:28<00:15, 10.67it/s, v_num=9, loss/train=0.157, alignment/train=0.0772, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 65%|██████▍ | 304/469 [00:28<00:15, 10.67it/s, v_num=9, loss/train=0.157, alignment/train=0.0772, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 65%|██████▍ | 304/469 [00:28<00:15, 10.67it/s, v_num=9, loss/train=0.180, alignment/train=0.0846, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 65%|██████▌ | 305/469 [00:28<00:15, 10.69it/s, v_num=9, loss/train=0.180, alignment/train=0.0846, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 65%|██████▌ | 305/469 [00:28<00:15, 10.69it/s, v_num=9, loss/train=0.184, alignment/train=0.083, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 65%|██████▌ | 306/469 [00:28<00:15, 10.70it/s, v_num=9, loss/train=0.184, alignment/train=0.083, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 65%|██████▌ | 306/469 [00:28<00:15, 10.70it/s, v_num=9, loss/train=0.173, alignment/train=0.0828, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 65%|██████▌ | 307/469 [00:28<00:15, 10.71it/s, v_num=9, loss/train=0.173, alignment/train=0.0828, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 65%|██████▌ | 307/469 [00:28<00:15, 10.71it/s, v_num=9, loss/train=0.180, alignment/train=0.0876, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 66%|██████▌ | 308/469 [00:28<00:15, 10.70it/s, v_num=9, loss/train=0.180, alignment/train=0.0876, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 66%|██████▌ | 308/469 [00:28<00:15, 10.70it/s, v_num=9, loss/train=0.167, alignment/train=0.0811, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 66%|██████▌ | 309/469 [00:28<00:14, 10.68it/s, v_num=9, loss/train=0.167, alignment/train=0.0811, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 66%|██████▌ | 309/469 [00:28<00:14, 10.68it/s, v_num=9, loss/train=0.134, alignment/train=0.0728, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 66%|██████▌ | 310/469 [00:29<00:14, 10.68it/s, v_num=9, loss/train=0.134, alignment/train=0.0728, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 66%|██████▌ | 310/469 [00:29<00:14, 10.68it/s, v_num=9, loss/train=0.199, alignment/train=0.0878, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 66%|██████▋ | 311/469 [00:29<00:14, 10.69it/s, v_num=9, loss/train=0.199, alignment/train=0.0878, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 66%|██████▋ | 311/469 [00:29<00:14, 10.69it/s, v_num=9, loss/train=0.151, alignment/train=0.0792, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 67%|██████▋ | 312/469 [00:29<00:14, 10.69it/s, v_num=9, loss/train=0.151, alignment/train=0.0792, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 67%|██████▋ | 312/469 [00:29<00:14, 10.69it/s, v_num=9, loss/train=0.166, alignment/train=0.0785, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 67%|██████▋ | 313/469 [00:29<00:14, 10.69it/s, v_num=9, loss/train=0.166, alignment/train=0.0785, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 67%|██████▋ | 313/469 [00:29<00:14, 10.69it/s, v_num=9, loss/train=0.174, alignment/train=0.0819, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 67%|██████▋ | 314/469 [00:29<00:14, 10.69it/s, v_num=9, loss/train=0.174, alignment/train=0.0819, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 67%|██████▋ | 314/469 [00:29<00:14, 10.69it/s, v_num=9, loss/train=0.162, alignment/train=0.0724, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 67%|██████▋ | 315/469 [00:29<00:14, 10.69it/s, v_num=9, loss/train=0.162, alignment/train=0.0724, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 67%|██████▋ | 315/469 [00:29<00:14, 10.69it/s, v_num=9, loss/train=0.162, alignment/train=0.0814, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 67%|██████▋ | 316/469 [00:29<00:14, 10.70it/s, v_num=9, loss/train=0.162, alignment/train=0.0814, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 67%|██████▋ | 316/469 [00:29<00:14, 10.70it/s, v_num=9, loss/train=0.141, alignment/train=0.0823, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 68%|██████▊ | 317/469 [00:29<00:14, 10.72it/s, v_num=9, loss/train=0.141, alignment/train=0.0823, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 68%|██████▊ | 317/469 [00:29<00:14, 10.71it/s, v_num=9, loss/train=0.154, alignment/train=0.0881, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 68%|██████▊ | 318/469 [00:29<00:14, 10.71it/s, v_num=9, loss/train=0.154, alignment/train=0.0881, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 68%|██████▊ | 318/469 [00:29<00:14, 10.71it/s, v_num=9, loss/train=0.147, alignment/train=0.0795, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 68%|██████▊ | 319/469 [00:29<00:14, 10.69it/s, v_num=9, loss/train=0.147, alignment/train=0.0795, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 68%|██████▊ | 319/469 [00:29<00:14, 10.69it/s, v_num=9, loss/train=0.213, alignment/train=0.0827, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 68%|██████▊ | 320/469 [00:29<00:13, 10.69it/s, v_num=9, loss/train=0.213, alignment/train=0.0827, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 68%|██████▊ | 320/469 [00:29<00:13, 10.69it/s, v_num=9, loss/train=0.178, alignment/train=0.0699, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 68%|██████▊ | 321/469 [00:29<00:13, 10.70it/s, v_num=9, loss/train=0.178, alignment/train=0.0699, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 68%|██████▊ | 321/469 [00:29<00:13, 10.70it/s, v_num=9, loss/train=0.170, alignment/train=0.0856, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 69%|██████▊ | 322/469 [00:30<00:13, 10.70it/s, v_num=9, loss/train=0.170, alignment/train=0.0856, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 69%|██████▊ | 322/469 [00:30<00:13, 10.70it/s, v_num=9, loss/train=0.162, alignment/train=0.0738, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 69%|██████▉ | 323/469 [00:30<00:13, 10.71it/s, v_num=9, loss/train=0.162, alignment/train=0.0738, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 69%|██████▉ | 323/469 [00:30<00:13, 10.71it/s, v_num=9, loss/train=0.182, alignment/train=0.0847, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 69%|██████▉ | 324/469 [00:30<00:13, 10.73it/s, v_num=9, loss/train=0.182, alignment/train=0.0847, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 69%|██████▉ | 324/469 [00:30<00:13, 10.73it/s, v_num=9, loss/train=0.205, alignment/train=0.0987, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 69%|██████▉ | 325/469 [00:30<00:13, 10.73it/s, v_num=9, loss/train=0.205, alignment/train=0.0987, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 69%|██████▉ | 325/469 [00:30<00:13, 10.73it/s, v_num=9, loss/train=0.186, alignment/train=0.079, uniformity/train=-3.54, contrastive_acc/train=0.988, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 70%|██████▉ | 326/469 [00:30<00:13, 10.72it/s, v_num=9, loss/train=0.186, alignment/train=0.079, uniformity/train=-3.54, contrastive_acc/train=0.988, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 70%|██████▉ | 326/469 [00:30<00:13, 10.72it/s, v_num=9, loss/train=0.146, alignment/train=0.0782, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 70%|██████▉ | 327/469 [00:30<00:13, 10.72it/s, v_num=9, loss/train=0.146, alignment/train=0.0782, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 70%|██████▉ | 327/469 [00:30<00:13, 10.71it/s, v_num=9, loss/train=0.185, alignment/train=0.0782, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 70%|██████▉ | 328/469 [00:30<00:13, 10.71it/s, v_num=9, loss/train=0.185, alignment/train=0.0782, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 70%|██████▉ | 328/469 [00:30<00:13, 10.71it/s, v_num=9, loss/train=0.181, alignment/train=0.0759, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 70%|███████ | 329/469 [00:30<00:13, 10.71it/s, v_num=9, loss/train=0.181, alignment/train=0.0759, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 70%|███████ | 329/469 [00:30<00:13, 10.71it/s, v_num=9, loss/train=0.169, alignment/train=0.0822, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 70%|███████ | 330/469 [00:30<00:12, 10.72it/s, v_num=9, loss/train=0.169, alignment/train=0.0822, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 70%|███████ | 330/469 [00:30<00:12, 10.72it/s, v_num=9, loss/train=0.180, alignment/train=0.0719, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 71%|███████ | 331/469 [00:30<00:12, 10.72it/s, v_num=9, loss/train=0.180, alignment/train=0.0719, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 71%|███████ | 331/469 [00:30<00:12, 10.72it/s, v_num=9, loss/train=0.164, alignment/train=0.080, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 71%|███████ | 332/469 [00:30<00:12, 10.72it/s, v_num=9, loss/train=0.164, alignment/train=0.080, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 71%|███████ | 332/469 [00:30<00:12, 10.72it/s, v_num=9, loss/train=0.154, alignment/train=0.0768, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 71%|███████ | 333/469 [00:31<00:12, 10.71it/s, v_num=9, loss/train=0.154, alignment/train=0.0768, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 71%|███████ | 333/469 [00:31<00:12, 10.71it/s, v_num=9, loss/train=0.174, alignment/train=0.0714, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 71%|███████ | 334/469 [00:31<00:12, 10.72it/s, v_num=9, loss/train=0.174, alignment/train=0.0714, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 71%|███████ | 334/469 [00:31<00:12, 10.72it/s, v_num=9, loss/train=0.169, alignment/train=0.0758, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 71%|███████▏ | 335/469 [00:31<00:12, 10.73it/s, v_num=9, loss/train=0.169, alignment/train=0.0758, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 71%|███████▏ | 335/469 [00:31<00:12, 10.73it/s, v_num=9, loss/train=0.171, alignment/train=0.0728, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 72%|███████▏ | 336/469 [00:31<00:12, 10.74it/s, v_num=9, loss/train=0.171, alignment/train=0.0728, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 72%|███████▏ | 336/469 [00:31<00:12, 10.74it/s, v_num=9, loss/train=0.173, alignment/train=0.0893, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 72%|███████▏ | 337/469 [00:31<00:12, 10.74it/s, v_num=9, loss/train=0.173, alignment/train=0.0893, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 72%|███████▏ | 337/469 [00:31<00:12, 10.74it/s, v_num=9, loss/train=0.197, alignment/train=0.0762, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 72%|███████▏ | 338/469 [00:31<00:12, 10.73it/s, v_num=9, loss/train=0.197, alignment/train=0.0762, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 72%|███████▏ | 338/469 [00:31<00:12, 10.73it/s, v_num=9, loss/train=0.154, alignment/train=0.0697, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 72%|███████▏ | 339/469 [00:31<00:12, 10.74it/s, v_num=9, loss/train=0.154, alignment/train=0.0697, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 72%|███████▏ | 339/469 [00:31<00:12, 10.74it/s, v_num=9, loss/train=0.143, alignment/train=0.0755, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 72%|███████▏ | 340/469 [00:31<00:11, 10.75it/s, v_num=9, loss/train=0.143, alignment/train=0.0755, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 72%|███████▏ | 340/469 [00:31<00:11, 10.75it/s, v_num=9, loss/train=0.151, alignment/train=0.0699, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 73%|███████▎ | 341/469 [00:31<00:11, 10.76it/s, v_num=9, loss/train=0.151, alignment/train=0.0699, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 73%|███████▎ | 341/469 [00:31<00:11, 10.76it/s, v_num=9, loss/train=0.176, alignment/train=0.0696, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 73%|███████▎ | 342/469 [00:31<00:11, 10.75it/s, v_num=9, loss/train=0.176, alignment/train=0.0696, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 73%|███████▎ | 342/469 [00:31<00:11, 10.75it/s, v_num=9, loss/train=0.151, alignment/train=0.0818, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 73%|███████▎ | 343/469 [00:31<00:11, 10.74it/s, v_num=9, loss/train=0.151, alignment/train=0.0818, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 73%|███████▎ | 343/469 [00:31<00:11, 10.74it/s, v_num=9, loss/train=0.164, alignment/train=0.0738, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 73%|███████▎ | 344/469 [00:32<00:11, 10.75it/s, v_num=9, loss/train=0.164, alignment/train=0.0738, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 73%|███████▎ | 344/469 [00:32<00:11, 10.75it/s, v_num=9, loss/train=0.142, alignment/train=0.0739, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 74%|███████▎ | 345/469 [00:32<00:11, 10.76it/s, v_num=9, loss/train=0.142, alignment/train=0.0739, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 74%|███████▎ | 345/469 [00:32<00:11, 10.76it/s, v_num=9, loss/train=0.161, alignment/train=0.0764, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 74%|███████▍ | 346/469 [00:32<00:11, 10.76it/s, v_num=9, loss/train=0.161, alignment/train=0.0764, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 74%|███████▍ | 346/469 [00:32<00:11, 10.76it/s, v_num=9, loss/train=0.163, alignment/train=0.0778, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 74%|███████▍ | 347/469 [00:32<00:11, 10.75it/s, v_num=9, loss/train=0.163, alignment/train=0.0778, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 74%|███████▍ | 347/469 [00:32<00:11, 10.75it/s, v_num=9, loss/train=0.213, alignment/train=0.0698, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 74%|███████▍ | 348/469 [00:32<00:11, 10.76it/s, v_num=9, loss/train=0.213, alignment/train=0.0698, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 74%|███████▍ | 348/469 [00:32<00:11, 10.76it/s, v_num=9, loss/train=0.168, alignment/train=0.073, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 74%|███████▍ | 349/469 [00:32<00:11, 10.74it/s, v_num=9, loss/train=0.168, alignment/train=0.073, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 74%|███████▍ | 349/469 [00:32<00:11, 10.74it/s, v_num=9, loss/train=0.195, alignment/train=0.0845, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 75%|███████▍ | 350/469 [00:32<00:11, 10.75it/s, v_num=9, loss/train=0.195, alignment/train=0.0845, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 75%|███████▍ | 350/469 [00:32<00:11, 10.75it/s, v_num=9, loss/train=0.145, alignment/train=0.0747, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 75%|███████▍ | 351/469 [00:32<00:10, 10.76it/s, v_num=9, loss/train=0.145, alignment/train=0.0747, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 75%|███████▍ | 351/469 [00:32<00:10, 10.76it/s, v_num=9, loss/train=0.189, alignment/train=0.0893, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 75%|███████▌ | 352/469 [00:32<00:10, 10.76it/s, v_num=9, loss/train=0.189, alignment/train=0.0893, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 75%|███████▌ | 352/469 [00:32<00:10, 10.76it/s, v_num=9, loss/train=0.185, alignment/train=0.0893, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 75%|███████▌ | 353/469 [00:32<00:10, 10.76it/s, v_num=9, loss/train=0.185, alignment/train=0.0893, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 75%|███████▌ | 353/469 [00:32<00:10, 10.76it/s, v_num=9, loss/train=0.161, alignment/train=0.0726, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 75%|███████▌ | 354/469 [00:32<00:10, 10.76it/s, v_num=9, loss/train=0.161, alignment/train=0.0726, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 75%|███████▌ | 354/469 [00:32<00:10, 10.76it/s, v_num=9, loss/train=0.182, alignment/train=0.083, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 76%|███████▌ | 355/469 [00:32<00:10, 10.76it/s, v_num=9, loss/train=0.182, alignment/train=0.083, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 76%|███████▌ | 355/469 [00:32<00:10, 10.76it/s, v_num=9, loss/train=0.173, alignment/train=0.081, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 76%|███████▌ | 356/469 [00:33<00:10, 10.76it/s, v_num=9, loss/train=0.173, alignment/train=0.081, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 76%|███████▌ | 356/469 [00:33<00:10, 10.76it/s, v_num=9, loss/train=0.187, alignment/train=0.0946, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 76%|███████▌ | 357/469 [00:33<00:10, 10.77it/s, v_num=9, loss/train=0.187, alignment/train=0.0946, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 76%|███████▌ | 357/469 [00:33<00:10, 10.77it/s, v_num=9, loss/train=0.189, alignment/train=0.0833, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 76%|███████▋ | 358/469 [00:33<00:10, 10.77it/s, v_num=9, loss/train=0.189, alignment/train=0.0833, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 76%|███████▋ | 358/469 [00:33<00:10, 10.77it/s, v_num=9, loss/train=0.168, alignment/train=0.0734, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 77%|███████▋ | 359/469 [00:33<00:10, 10.76it/s, v_num=9, loss/train=0.168, alignment/train=0.0734, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 77%|███████▋ | 359/469 [00:33<00:10, 10.76it/s, v_num=9, loss/train=0.198, alignment/train=0.0844, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 77%|███████▋ | 360/469 [00:33<00:10, 10.77it/s, v_num=9, loss/train=0.198, alignment/train=0.0844, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 77%|███████▋ | 360/469 [00:33<00:10, 10.77it/s, v_num=9, loss/train=0.165, alignment/train=0.0718, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 77%|███████▋ | 361/469 [00:33<00:10, 10.78it/s, v_num=9, loss/train=0.165, alignment/train=0.0718, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 77%|███████▋ | 361/469 [00:33<00:10, 10.78it/s, v_num=9, loss/train=0.202, alignment/train=0.0833, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 77%|███████▋ | 362/469 [00:33<00:09, 10.78it/s, v_num=9, loss/train=0.202, alignment/train=0.0833, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 77%|███████▋ | 362/469 [00:33<00:09, 10.78it/s, v_num=9, loss/train=0.176, alignment/train=0.0774, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 77%|███████▋ | 363/469 [00:33<00:09, 10.78it/s, v_num=9, loss/train=0.176, alignment/train=0.0774, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 77%|███████▋ | 363/469 [00:33<00:09, 10.78it/s, v_num=9, loss/train=0.201, alignment/train=0.0746, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 78%|███████▊ | 364/469 [00:33<00:09, 10.77it/s, v_num=9, loss/train=0.201, alignment/train=0.0746, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 78%|███████▊ | 364/469 [00:33<00:09, 10.77it/s, v_num=9, loss/train=0.174, alignment/train=0.0809, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 78%|███████▊ | 365/469 [00:33<00:09, 10.77it/s, v_num=9, loss/train=0.174, alignment/train=0.0809, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 78%|███████▊ | 365/469 [00:33<00:09, 10.77it/s, v_num=9, loss/train=0.182, alignment/train=0.0797, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 78%|███████▊ | 366/469 [00:33<00:09, 10.78it/s, v_num=9, loss/train=0.182, alignment/train=0.0797, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 78%|███████▊ | 366/469 [00:33<00:09, 10.78it/s, v_num=9, loss/train=0.129, alignment/train=0.0735, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 78%|███████▊ | 367/469 [00:34<00:09, 10.78it/s, v_num=9, loss/train=0.129, alignment/train=0.0735, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 78%|███████▊ | 367/469 [00:34<00:09, 10.78it/s, v_num=9, loss/train=0.164, alignment/train=0.0781, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 78%|███████▊ | 368/469 [00:34<00:09, 10.79it/s, v_num=9, loss/train=0.164, alignment/train=0.0781, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 78%|███████▊ | 368/469 [00:34<00:09, 10.79it/s, v_num=9, loss/train=0.202, alignment/train=0.0971, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 79%|███████▊ | 369/469 [00:34<00:09, 10.80it/s, v_num=9, loss/train=0.202, alignment/train=0.0971, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 79%|███████▊ | 369/469 [00:34<00:09, 10.80it/s, v_num=9, loss/train=0.183, alignment/train=0.0739, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 79%|███████▉ | 370/469 [00:34<00:09, 10.80it/s, v_num=9, loss/train=0.183, alignment/train=0.0739, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 79%|███████▉ | 370/469 [00:34<00:09, 10.80it/s, v_num=9, loss/train=0.162, alignment/train=0.0821, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 79%|███████▉ | 371/469 [00:34<00:09, 10.80it/s, v_num=9, loss/train=0.162, alignment/train=0.0821, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 79%|███████▉ | 371/469 [00:34<00:09, 10.80it/s, v_num=9, loss/train=0.180, alignment/train=0.074, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 79%|███████▉ | 372/469 [00:34<00:08, 10.78it/s, v_num=9, loss/train=0.180, alignment/train=0.074, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 79%|███████▉ | 372/469 [00:34<00:08, 10.78it/s, v_num=9, loss/train=0.174, alignment/train=0.0723, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 80%|███████▉ | 373/469 [00:34<00:08, 10.78it/s, v_num=9, loss/train=0.174, alignment/train=0.0723, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 80%|███████▉ | 373/469 [00:34<00:08, 10.78it/s, v_num=9, loss/train=0.144, alignment/train=0.0795, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 80%|███████▉ | 374/469 [00:34<00:08, 10.79it/s, v_num=9, loss/train=0.144, alignment/train=0.0795, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 80%|███████▉ | 374/469 [00:34<00:08, 10.79it/s, v_num=9, loss/train=0.157, alignment/train=0.073, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 80%|███████▉ | 375/469 [00:34<00:08, 10.78it/s, v_num=9, loss/train=0.157, alignment/train=0.073, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 80%|███████▉ | 375/469 [00:34<00:08, 10.78it/s, v_num=9, loss/train=0.149, alignment/train=0.0766, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 80%|████████ | 376/469 [00:34<00:08, 10.79it/s, v_num=9, loss/train=0.149, alignment/train=0.0766, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 80%|████████ | 376/469 [00:34<00:08, 10.79it/s, v_num=9, loss/train=0.212, alignment/train=0.0878, uniformity/train=-3.53, contrastive_acc/train=0.980, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 80%|████████ | 377/469 [00:34<00:08, 10.79it/s, v_num=9, loss/train=0.212, alignment/train=0.0878, uniformity/train=-3.53, contrastive_acc/train=0.980, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 80%|████████ | 377/469 [00:34<00:08, 10.79it/s, v_num=9, loss/train=0.227, alignment/train=0.0891, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 81%|████████ | 378/469 [00:34<00:08, 10.81it/s, v_num=9, loss/train=0.227, alignment/train=0.0891, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 81%|████████ | 378/469 [00:34<00:08, 10.80it/s, v_num=9, loss/train=0.183, alignment/train=0.0819, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 81%|████████ | 379/469 [00:35<00:08, 10.80it/s, v_num=9, loss/train=0.183, alignment/train=0.0819, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 81%|████████ | 379/469 [00:35<00:08, 10.80it/s, v_num=9, loss/train=0.184, alignment/train=0.0752, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 81%|████████ | 380/469 [00:35<00:08, 10.78it/s, v_num=9, loss/train=0.184, alignment/train=0.0752, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 81%|████████ | 380/469 [00:35<00:08, 10.78it/s, v_num=9, loss/train=0.182, alignment/train=0.0907, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 81%|████████ | 381/469 [00:35<00:08, 10.79it/s, v_num=9, loss/train=0.182, alignment/train=0.0907, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 81%|████████ | 381/469 [00:35<00:08, 10.79it/s, v_num=9, loss/train=0.166, alignment/train=0.0826, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 81%|████████▏ | 382/469 [00:35<00:08, 10.80it/s, v_num=9, loss/train=0.166, alignment/train=0.0826, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 81%|████████▏ | 382/469 [00:35<00:08, 10.80it/s, v_num=9, loss/train=0.179, alignment/train=0.0811, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 82%|████████▏ | 383/469 [00:35<00:07, 10.81it/s, v_num=9, loss/train=0.179, alignment/train=0.0811, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 82%|████████▏ | 383/469 [00:35<00:07, 10.81it/s, v_num=9, loss/train=0.179, alignment/train=0.0796, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 82%|████████▏ | 384/469 [00:35<00:07, 10.82it/s, v_num=9, loss/train=0.179, alignment/train=0.0796, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 82%|████████▏ | 384/469 [00:35<00:07, 10.82it/s, v_num=9, loss/train=0.205, alignment/train=0.0875, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 82%|████████▏ | 385/469 [00:35<00:07, 10.81it/s, v_num=9, loss/train=0.205, alignment/train=0.0875, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 82%|████████▏ | 385/469 [00:35<00:07, 10.81it/s, v_num=9, loss/train=0.182, alignment/train=0.0787, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 82%|████████▏ | 386/469 [00:35<00:07, 10.81it/s, v_num=9, loss/train=0.182, alignment/train=0.0787, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 82%|████████▏ | 386/469 [00:35<00:07, 10.81it/s, v_num=9, loss/train=0.173, alignment/train=0.0913, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 83%|████████▎ | 387/469 [00:35<00:07, 10.83it/s, v_num=9, loss/train=0.173, alignment/train=0.0913, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 83%|████████▎ | 387/469 [00:35<00:07, 10.82it/s, v_num=9, loss/train=0.167, alignment/train=0.0867, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 83%|████████▎ | 388/469 [00:35<00:07, 10.84it/s, v_num=9, loss/train=0.167, alignment/train=0.0867, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 83%|████████▎ | 388/469 [00:35<00:07, 10.84it/s, v_num=9, loss/train=0.176, alignment/train=0.0803, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 83%|████████▎ | 389/469 [00:36<00:07, 10.80it/s, v_num=9, loss/train=0.176, alignment/train=0.0803, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 83%|████████▎ | 389/469 [00:36<00:07, 10.79it/s, v_num=9, loss/train=0.142, alignment/train=0.0844, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 83%|████████▎ | 390/469 [00:36<00:07, 10.80it/s, v_num=9, loss/train=0.142, alignment/train=0.0844, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 83%|████████▎ | 390/469 [00:36<00:07, 10.80it/s, v_num=9, loss/train=0.174, alignment/train=0.0809, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 83%|████████▎ | 391/469 [00:36<00:07, 10.81it/s, v_num=9, loss/train=0.174, alignment/train=0.0809, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 83%|████████▎ | 391/469 [00:36<00:07, 10.81it/s, v_num=9, loss/train=0.157, alignment/train=0.0748, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 84%|████████▎ | 392/469 [00:36<00:07, 10.82it/s, v_num=9, loss/train=0.157, alignment/train=0.0748, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 84%|████████▎ | 392/469 [00:36<00:07, 10.82it/s, v_num=9, loss/train=0.194, alignment/train=0.0704, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 84%|████████▍ | 393/469 [00:36<00:07, 10.81it/s, v_num=9, loss/train=0.194, alignment/train=0.0704, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 84%|████████▍ | 393/469 [00:36<00:07, 10.81it/s, v_num=9, loss/train=0.177, alignment/train=0.0741, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 84%|████████▍ | 394/469 [00:36<00:06, 10.81it/s, v_num=9, loss/train=0.177, alignment/train=0.0741, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 84%|████████▍ | 394/469 [00:36<00:06, 10.81it/s, v_num=9, loss/train=0.175, alignment/train=0.0807, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 84%|████████▍ | 395/469 [00:36<00:06, 10.81it/s, v_num=9, loss/train=0.175, alignment/train=0.0807, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 84%|████████▍ | 395/469 [00:36<00:06, 10.81it/s, v_num=9, loss/train=0.167, alignment/train=0.0824, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 84%|████████▍ | 396/469 [00:36<00:06, 10.82it/s, v_num=9, loss/train=0.167, alignment/train=0.0824, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 84%|████████▍ | 396/469 [00:36<00:06, 10.82it/s, v_num=9, loss/train=0.209, alignment/train=0.0792, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 85%|████████▍ | 397/469 [00:36<00:06, 10.82it/s, v_num=9, loss/train=0.209, alignment/train=0.0792, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 85%|████████▍ | 397/469 [00:36<00:06, 10.82it/s, v_num=9, loss/train=0.189, alignment/train=0.0759, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 85%|████████▍ | 398/469 [00:36<00:06, 10.80it/s, v_num=9, loss/train=0.189, alignment/train=0.0759, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 85%|████████▍ | 398/469 [00:36<00:06, 10.80it/s, v_num=9, loss/train=0.165, alignment/train=0.077, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 85%|████████▌ | 399/469 [00:36<00:06, 10.81it/s, v_num=9, loss/train=0.165, alignment/train=0.077, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 85%|████████▌ | 399/469 [00:36<00:06, 10.81it/s, v_num=9, loss/train=0.193, alignment/train=0.0843, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 85%|████████▌ | 400/469 [00:36<00:06, 10.82it/s, v_num=9, loss/train=0.193, alignment/train=0.0843, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 85%|████████▌ | 400/469 [00:36<00:06, 10.82it/s, v_num=9, loss/train=0.165, alignment/train=0.0815, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 86%|████████▌ | 401/469 [00:37<00:06, 10.83it/s, v_num=9, loss/train=0.165, alignment/train=0.0815, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 86%|████████▌ | 401/469 [00:37<00:06, 10.83it/s, v_num=9, loss/train=0.179, alignment/train=0.0837, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 86%|████████▌ | 402/469 [00:37<00:06, 10.80it/s, v_num=9, loss/train=0.179, alignment/train=0.0837, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 86%|████████▌ | 402/469 [00:37<00:06, 10.80it/s, v_num=9, loss/train=0.154, alignment/train=0.0726, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 86%|████████▌ | 403/469 [00:37<00:06, 10.81it/s, v_num=9, loss/train=0.154, alignment/train=0.0726, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 86%|████████▌ | 403/469 [00:37<00:06, 10.81it/s, v_num=9, loss/train=0.146, alignment/train=0.0761, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 86%|████████▌ | 404/469 [00:37<00:06, 10.82it/s, v_num=9, loss/train=0.146, alignment/train=0.0761, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 86%|████████▌ | 404/469 [00:37<00:06, 10.82it/s, v_num=9, loss/train=0.189, alignment/train=0.0894, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 86%|████████▋ | 405/469 [00:37<00:05, 10.82it/s, v_num=9, loss/train=0.189, alignment/train=0.0894, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 86%|████████▋ | 405/469 [00:37<00:05, 10.82it/s, v_num=9, loss/train=0.220, alignment/train=0.0879, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 87%|████████▋ | 406/469 [00:37<00:05, 10.82it/s, v_num=9, loss/train=0.220, alignment/train=0.0879, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 87%|████████▋ | 406/469 [00:37<00:05, 10.82it/s, v_num=9, loss/train=0.171, alignment/train=0.0807, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 87%|████████▋ | 407/469 [00:37<00:05, 10.82it/s, v_num=9, loss/train=0.171, alignment/train=0.0807, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 87%|████████▋ | 407/469 [00:37<00:05, 10.82it/s, v_num=9, loss/train=0.162, alignment/train=0.0791, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 87%|████████▋ | 408/469 [00:37<00:05, 10.82it/s, v_num=9, loss/train=0.162, alignment/train=0.0791, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 87%|████████▋ | 408/469 [00:37<00:05, 10.82it/s, v_num=9, loss/train=0.171, alignment/train=0.0768, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 87%|████████▋ | 409/469 [00:37<00:05, 10.82it/s, v_num=9, loss/train=0.171, alignment/train=0.0768, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 87%|████████▋ | 409/469 [00:37<00:05, 10.82it/s, v_num=9, loss/train=0.171, alignment/train=0.0886, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 87%|████████▋ | 410/469 [00:37<00:05, 10.83it/s, v_num=9, loss/train=0.171, alignment/train=0.0886, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 87%|████████▋ | 410/469 [00:37<00:05, 10.83it/s, v_num=9, loss/train=0.168, alignment/train=0.0787, uniformity/train=-3.58, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 88%|████████▊ | 411/469 [00:37<00:05, 10.84it/s, v_num=9, loss/train=0.168, alignment/train=0.0787, uniformity/train=-3.58, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 88%|████████▊ | 411/469 [00:37<00:05, 10.84it/s, v_num=9, loss/train=0.182, alignment/train=0.0917, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 88%|████████▊ | 412/469 [00:38<00:05, 10.83it/s, v_num=9, loss/train=0.182, alignment/train=0.0917, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 88%|████████▊ | 412/469 [00:38<00:05, 10.83it/s, v_num=9, loss/train=0.152, alignment/train=0.0713, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 88%|████████▊ | 413/469 [00:38<00:05, 10.83it/s, v_num=9, loss/train=0.152, alignment/train=0.0713, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 88%|████████▊ | 413/469 [00:38<00:05, 10.83it/s, v_num=9, loss/train=0.179, alignment/train=0.0733, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 88%|████████▊ | 414/469 [00:38<00:05, 10.83it/s, v_num=9, loss/train=0.179, alignment/train=0.0733, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 88%|████████▊ | 414/469 [00:38<00:05, 10.83it/s, v_num=9, loss/train=0.180, alignment/train=0.0868, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 88%|████████▊ | 415/469 [00:38<00:04, 10.84it/s, v_num=9, loss/train=0.180, alignment/train=0.0868, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 88%|████████▊ | 415/469 [00:38<00:04, 10.84it/s, v_num=9, loss/train=0.136, alignment/train=0.0759, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 89%|████████▊ | 416/469 [00:38<00:04, 10.84it/s, v_num=9, loss/train=0.136, alignment/train=0.0759, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 89%|████████▊ | 416/469 [00:38<00:04, 10.84it/s, v_num=9, loss/train=0.182, alignment/train=0.0852, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 89%|████████▉ | 417/469 [00:38<00:04, 10.84it/s, v_num=9, loss/train=0.182, alignment/train=0.0852, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 89%|████████▉ | 417/469 [00:38<00:04, 10.84it/s, v_num=9, loss/train=0.162, alignment/train=0.072, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 89%|████████▉ | 418/469 [00:38<00:04, 10.84it/s, v_num=9, loss/train=0.162, alignment/train=0.072, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 89%|████████▉ | 418/469 [00:38<00:04, 10.84it/s, v_num=9, loss/train=0.147, alignment/train=0.0735, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 89%|████████▉ | 419/469 [00:38<00:04, 10.84it/s, v_num=9, loss/train=0.147, alignment/train=0.0735, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 89%|████████▉ | 419/469 [00:38<00:04, 10.84it/s, v_num=9, loss/train=0.189, alignment/train=0.0886, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 90%|████████▉ | 420/469 [00:38<00:04, 10.84it/s, v_num=9, loss/train=0.189, alignment/train=0.0886, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 90%|████████▉ | 420/469 [00:38<00:04, 10.84it/s, v_num=9, loss/train=0.185, alignment/train=0.0702, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 90%|████████▉ | 421/469 [00:38<00:04, 10.83it/s, v_num=9, loss/train=0.185, alignment/train=0.0702, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 90%|████████▉ | 421/469 [00:38<00:04, 10.83it/s, v_num=9, loss/train=0.172, alignment/train=0.0755, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 90%|████████▉ | 422/469 [00:38<00:04, 10.84it/s, v_num=9, loss/train=0.172, alignment/train=0.0755, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 90%|████████▉ | 422/469 [00:38<00:04, 10.84it/s, v_num=9, loss/train=0.184, alignment/train=0.0712, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 90%|█████████ | 423/469 [00:38<00:04, 10.85it/s, v_num=9, loss/train=0.184, alignment/train=0.0712, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 90%|█████████ | 423/469 [00:38<00:04, 10.85it/s, v_num=9, loss/train=0.172, alignment/train=0.0837, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 90%|█████████ | 424/469 [00:39<00:04, 10.85it/s, v_num=9, loss/train=0.172, alignment/train=0.0837, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 90%|█████████ | 424/469 [00:39<00:04, 10.85it/s, v_num=9, loss/train=0.175, alignment/train=0.0833, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 91%|█████████ | 425/469 [00:39<00:04, 10.86it/s, v_num=9, loss/train=0.175, alignment/train=0.0833, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 91%|█████████ | 425/469 [00:39<00:04, 10.86it/s, v_num=9, loss/train=0.180, alignment/train=0.0716, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 91%|█████████ | 426/469 [00:39<00:03, 10.85it/s, v_num=9, loss/train=0.180, alignment/train=0.0716, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 91%|█████████ | 426/469 [00:39<00:03, 10.85it/s, v_num=9, loss/train=0.156, alignment/train=0.0794, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 91%|█████████ | 427/469 [00:39<00:03, 10.84it/s, v_num=9, loss/train=0.156, alignment/train=0.0794, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 91%|█████████ | 427/469 [00:39<00:03, 10.84it/s, v_num=9, loss/train=0.182, alignment/train=0.086, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 91%|█████████▏| 428/469 [00:39<00:03, 10.84it/s, v_num=9, loss/train=0.182, alignment/train=0.086, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 91%|█████████▏| 428/469 [00:39<00:03, 10.84it/s, v_num=9, loss/train=0.170, alignment/train=0.0782, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 91%|█████████▏| 429/469 [00:39<00:03, 10.85it/s, v_num=9, loss/train=0.170, alignment/train=0.0782, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 91%|█████████▏| 429/469 [00:39<00:03, 10.85it/s, v_num=9, loss/train=0.191, alignment/train=0.0789, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 92%|█████████▏| 430/469 [00:39<00:03, 10.85it/s, v_num=9, loss/train=0.191, alignment/train=0.0789, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 92%|█████████▏| 430/469 [00:39<00:03, 10.84it/s, v_num=9, loss/train=0.179, alignment/train=0.0773, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 92%|█████████▏| 431/469 [00:39<00:03, 10.83it/s, v_num=9, loss/train=0.179, alignment/train=0.0773, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 92%|█████████▏| 431/469 [00:39<00:03, 10.83it/s, v_num=9, loss/train=0.141, alignment/train=0.073, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 92%|█████████▏| 432/469 [00:39<00:03, 10.84it/s, v_num=9, loss/train=0.141, alignment/train=0.073, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 92%|█████████▏| 432/469 [00:39<00:03, 10.84it/s, v_num=9, loss/train=0.174, alignment/train=0.0929, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 92%|█████████▏| 433/469 [00:39<00:03, 10.85it/s, v_num=9, loss/train=0.174, alignment/train=0.0929, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 92%|█████████▏| 433/469 [00:39<00:03, 10.85it/s, v_num=9, loss/train=0.179, alignment/train=0.0736, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 93%|█████████▎| 434/469 [00:39<00:03, 10.86it/s, v_num=9, loss/train=0.179, alignment/train=0.0736, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 93%|█████████▎| 434/469 [00:39<00:03, 10.86it/s, v_num=9, loss/train=0.205, alignment/train=0.0822, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 93%|█████████▎| 435/469 [00:40<00:03, 10.86it/s, v_num=9, loss/train=0.205, alignment/train=0.0822, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 93%|█████████▎| 435/469 [00:40<00:03, 10.86it/s, v_num=9, loss/train=0.179, alignment/train=0.0851, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 93%|█████████▎| 436/469 [00:40<00:03, 10.86it/s, v_num=9, loss/train=0.179, alignment/train=0.0851, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 93%|█████████▎| 436/469 [00:40<00:03, 10.86it/s, v_num=9, loss/train=0.171, alignment/train=0.0785, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 93%|█████████▎| 437/469 [00:40<00:02, 10.85it/s, v_num=9, loss/train=0.171, alignment/train=0.0785, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 93%|█████████▎| 437/469 [00:40<00:02, 10.85it/s, v_num=9, loss/train=0.182, alignment/train=0.0859, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 93%|█████████▎| 438/469 [00:40<00:02, 10.86it/s, v_num=9, loss/train=0.182, alignment/train=0.0859, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 93%|█████████▎| 438/469 [00:40<00:02, 10.86it/s, v_num=9, loss/train=0.205, alignment/train=0.0809, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 94%|█████████▎| 439/469 [00:40<00:02, 10.87it/s, v_num=9, loss/train=0.205, alignment/train=0.0809, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 94%|█████████▎| 439/469 [00:40<00:02, 10.87it/s, v_num=9, loss/train=0.160, alignment/train=0.0742, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 94%|█████████▍| 440/469 [00:40<00:02, 10.86it/s, v_num=9, loss/train=0.160, alignment/train=0.0742, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 94%|█████████▍| 440/469 [00:40<00:02, 10.86it/s, v_num=9, loss/train=0.179, alignment/train=0.0802, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 94%|█████████▍| 441/469 [00:40<00:02, 10.86it/s, v_num=9, loss/train=0.179, alignment/train=0.0802, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 94%|█████████▍| 441/469 [00:40<00:02, 10.86it/s, v_num=9, loss/train=0.188, alignment/train=0.0818, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 94%|█████████▍| 442/469 [00:40<00:02, 10.86it/s, v_num=9, loss/train=0.188, alignment/train=0.0818, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 94%|█████████▍| 442/469 [00:40<00:02, 10.86it/s, v_num=9, loss/train=0.167, alignment/train=0.0748, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 94%|█████████▍| 443/469 [00:40<00:02, 10.86it/s, v_num=9, loss/train=0.167, alignment/train=0.0748, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 94%|█████████▍| 443/469 [00:40<00:02, 10.86it/s, v_num=9, loss/train=0.192, alignment/train=0.073, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 95%|█████████▍| 444/469 [00:40<00:02, 10.87it/s, v_num=9, loss/train=0.192, alignment/train=0.073, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 95%|█████████▍| 444/469 [00:40<00:02, 10.87it/s, v_num=9, loss/train=0.157, alignment/train=0.0771, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 95%|█████████▍| 445/469 [00:40<00:02, 10.86it/s, v_num=9, loss/train=0.157, alignment/train=0.0771, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 95%|█████████▍| 445/469 [00:40<00:02, 10.86it/s, v_num=9, loss/train=0.184, alignment/train=0.0869, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 95%|█████████▌| 446/469 [00:41<00:02, 10.87it/s, v_num=9, loss/train=0.184, alignment/train=0.0869, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 95%|█████████▌| 446/469 [00:41<00:02, 10.87it/s, v_num=9, loss/train=0.190, alignment/train=0.079, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 95%|█████████▌| 447/469 [00:41<00:02, 10.87it/s, v_num=9, loss/train=0.190, alignment/train=0.079, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 95%|█████████▌| 447/469 [00:41<00:02, 10.86it/s, v_num=9, loss/train=0.164, alignment/train=0.067, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 96%|█████████▌| 448/469 [00:41<00:01, 10.86it/s, v_num=9, loss/train=0.164, alignment/train=0.067, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 96%|█████████▌| 448/469 [00:41<00:01, 10.86it/s, v_num=9, loss/train=0.141, alignment/train=0.0717, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 96%|█████████▌| 449/469 [00:41<00:01, 10.87it/s, v_num=9, loss/train=0.141, alignment/train=0.0717, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 96%|█████████▌| 449/469 [00:41<00:01, 10.87it/s, v_num=9, loss/train=0.144, alignment/train=0.0761, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 96%|█████████▌| 450/469 [00:41<00:01, 10.88it/s, v_num=9, loss/train=0.144, alignment/train=0.0761, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 96%|█████████▌| 450/469 [00:41<00:01, 10.88it/s, v_num=9, loss/train=0.155, alignment/train=0.0717, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 96%|█████████▌| 451/469 [00:41<00:01, 10.89it/s, v_num=9, loss/train=0.155, alignment/train=0.0717, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 96%|█████████▌| 451/469 [00:41<00:01, 10.89it/s, v_num=9, loss/train=0.206, alignment/train=0.0856, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 96%|█████████▋| 452/469 [00:41<00:01, 10.90it/s, v_num=9, loss/train=0.206, alignment/train=0.0856, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 96%|█████████▋| 452/469 [00:41<00:01, 10.90it/s, v_num=9, loss/train=0.191, alignment/train=0.0862, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 97%|█████████▋| 453/469 [00:41<00:01, 10.91it/s, v_num=9, loss/train=0.191, alignment/train=0.0862, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 97%|█████████▋| 453/469 [00:41<00:01, 10.91it/s, v_num=9, loss/train=0.169, alignment/train=0.0731, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 97%|█████████▋| 454/469 [00:41<00:01, 10.93it/s, v_num=9, loss/train=0.169, alignment/train=0.0731, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 97%|█████████▋| 454/469 [00:41<00:01, 10.93it/s, v_num=9, loss/train=0.174, alignment/train=0.081, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 97%|█████████▋| 455/469 [00:41<00:01, 10.94it/s, v_num=9, loss/train=0.174, alignment/train=0.081, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 97%|█████████▋| 455/469 [00:41<00:01, 10.94it/s, v_num=9, loss/train=0.158, alignment/train=0.0775, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 97%|█████████▋| 456/469 [00:41<00:01, 10.96it/s, v_num=9, loss/train=0.158, alignment/train=0.0775, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 97%|█████████▋| 456/469 [00:41<00:01, 10.96it/s, v_num=9, loss/train=0.159, alignment/train=0.0642, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 97%|█████████▋| 457/469 [00:41<00:01, 10.97it/s, v_num=9, loss/train=0.159, alignment/train=0.0642, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 97%|█████████▋| 457/469 [00:41<00:01, 10.97it/s, v_num=9, loss/train=0.245, alignment/train=0.0921, uniformity/train=-3.55, contrastive_acc/train=0.988, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 98%|█████████▊| 458/469 [00:41<00:01, 10.98it/s, v_num=9, loss/train=0.245, alignment/train=0.0921, uniformity/train=-3.55, contrastive_acc/train=0.988, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 98%|█████████▊| 458/469 [00:41<00:01, 10.98it/s, v_num=9, loss/train=0.169, alignment/train=0.0707, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 98%|█████████▊| 459/469 [00:41<00:00, 11.00it/s, v_num=9, loss/train=0.169, alignment/train=0.0707, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 98%|█████████▊| 459/469 [00:41<00:00, 11.00it/s, v_num=9, loss/train=0.162, alignment/train=0.0771, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 98%|█████████▊| 460/469 [00:41<00:00, 11.01it/s, v_num=9, loss/train=0.162, alignment/train=0.0771, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 98%|█████████▊| 460/469 [00:41<00:00, 11.01it/s, v_num=9, loss/train=0.150, alignment/train=0.0735, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 98%|█████████▊| 461/469 [00:41<00:00, 11.03it/s, v_num=9, loss/train=0.150, alignment/train=0.0735, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 98%|█████████▊| 461/469 [00:41<00:00, 11.03it/s, v_num=9, loss/train=0.150, alignment/train=0.0901, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 99%|█████████▊| 462/469 [00:41<00:00, 11.04it/s, v_num=9, loss/train=0.150, alignment/train=0.0901, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 99%|█████████▊| 462/469 [00:41<00:00, 11.04it/s, v_num=9, loss/train=0.174, alignment/train=0.0785, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 99%|█████████▊| 463/469 [00:41<00:00, 11.06it/s, v_num=9, loss/train=0.174, alignment/train=0.0785, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 99%|█████████▊| 463/469 [00:41<00:00, 11.06it/s, v_num=9, loss/train=0.163, alignment/train=0.0736, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 99%|█████████▉| 464/469 [00:41<00:00, 11.07it/s, v_num=9, loss/train=0.163, alignment/train=0.0736, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 99%|█████████▉| 464/469 [00:41<00:00, 11.07it/s, v_num=9, loss/train=0.209, alignment/train=0.0929, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 99%|█████████▉| 465/469 [00:41<00:00, 11.08it/s, v_num=9, loss/train=0.209, alignment/train=0.0929, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 99%|█████████▉| 465/469 [00:41<00:00, 11.08it/s, v_num=9, loss/train=0.196, alignment/train=0.0834, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 99%|█████████▉| 466/469 [00:41<00:00, 11.10it/s, v_num=9, loss/train=0.196, alignment/train=0.0834, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 99%|█████████▉| 466/469 [00:41<00:00, 11.10it/s, v_num=9, loss/train=0.165, alignment/train=0.0768, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 100%|█████████▉| 467/469 [00:42<00:00, 11.11it/s, v_num=9, loss/train=0.165, alignment/train=0.0768, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 100%|█████████▉| 467/469 [00:42<00:00, 11.11it/s, v_num=9, loss/train=0.194, alignment/train=0.0898, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 100%|█████████▉| 468/469 [00:42<00:00, 11.13it/s, v_num=9, loss/train=0.194, alignment/train=0.0898, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 100%|█████████▉| 468/469 [00:42<00:00, 11.13it/s, v_num=9, loss/train=0.184, alignment/train=0.0776, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 100%|██████████| 469/469 [00:42<00:00, 11.14it/s, v_num=9, loss/train=0.184, alignment/train=0.0776, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 100%|██████████| 469/469 [00:42<00:00, 11.14it/s, v_num=9, loss/train=0.104, alignment/train=0.0743, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
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Epoch 21: 100%|██████████| 469/469 [00:49<00:00, 9.57it/s, v_num=9, loss/train=0.104, alignment/train=0.0743, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 21: 100%|██████████| 469/469 [00:49<00:00, 9.57it/s, v_num=9, loss/train=0.104, alignment/train=0.0743, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 21: 0%| | 0/469 [00:00<?, ?it/s, v_num=9, loss/train=0.104, alignment/train=0.0743, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 0%| | 0/469 [00:00<?, ?it/s, v_num=9, loss/train=0.104, alignment/train=0.0743, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 0%| | 1/469 [00:01<12:35, 0.62it/s, v_num=9, loss/train=0.104, alignment/train=0.0743, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 0%| | 1/469 [00:01<12:36, 0.62it/s, v_num=9, loss/train=0.168, alignment/train=0.0724, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 0%| | 2/469 [00:01<06:30, 1.20it/s, v_num=9, loss/train=0.168, alignment/train=0.0724, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 0%| | 2/469 [00:01<06:30, 1.20it/s, v_num=9, loss/train=0.192, alignment/train=0.0853, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 1%| | 3/469 [00:01<04:31, 1.72it/s, v_num=9, loss/train=0.192, alignment/train=0.0853, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 1%| | 3/469 [00:01<04:31, 1.72it/s, v_num=9, loss/train=0.179, alignment/train=0.0772, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 1%| | 4/469 [00:01<03:29, 2.22it/s, v_num=9, loss/train=0.179, alignment/train=0.0772, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 1%| | 4/469 [00:01<03:29, 2.22it/s, v_num=9, loss/train=0.201, alignment/train=0.0764, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 1%| | 5/469 [00:01<02:53, 2.67it/s, v_num=9, loss/train=0.201, alignment/train=0.0764, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 1%| | 5/469 [00:01<02:53, 2.67it/s, v_num=9, loss/train=0.176, alignment/train=0.0822, uniformity/train=-3.57, contrastive_acc/train=0.988, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 1%|▏ | 6/469 [00:01<02:28, 3.11it/s, v_num=9, loss/train=0.176, alignment/train=0.0822, uniformity/train=-3.57, contrastive_acc/train=0.988, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 1%|▏ | 6/469 [00:01<02:28, 3.11it/s, v_num=9, loss/train=0.183, alignment/train=0.0824, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 1%|▏ | 7/469 [00:02<02:14, 3.42it/s, v_num=9, loss/train=0.183, alignment/train=0.0824, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 1%|▏ | 7/469 [00:02<02:14, 3.42it/s, v_num=9, loss/train=0.193, alignment/train=0.0859, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 2%|▏ | 8/469 [00:02<02:07, 3.62it/s, v_num=9, loss/train=0.193, alignment/train=0.0859, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 2%|▏ | 8/469 [00:02<02:07, 3.62it/s, v_num=9, loss/train=0.168, alignment/train=0.0791, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 2%|▏ | 9/469 [00:02<01:56, 3.93it/s, v_num=9, loss/train=0.168, alignment/train=0.0791, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 2%|▏ | 9/469 [00:02<01:57, 3.93it/s, v_num=9, loss/train=0.166, alignment/train=0.0816, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 2%|▏ | 10/469 [00:02<01:48, 4.22it/s, v_num=9, loss/train=0.166, alignment/train=0.0816, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 2%|▏ | 10/469 [00:02<01:48, 4.22it/s, v_num=9, loss/train=0.138, alignment/train=0.066, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 2%|▏ | 11/469 [00:02<01:42, 4.47it/s, v_num=9, loss/train=0.138, alignment/train=0.066, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 2%|▏ | 11/469 [00:02<01:42, 4.47it/s, v_num=9, loss/train=0.199, alignment/train=0.0833, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 3%|▎ | 12/469 [00:02<01:35, 4.76it/s, v_num=9, loss/train=0.199, alignment/train=0.0833, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 3%|▎ | 12/469 [00:02<01:35, 4.76it/s, v_num=9, loss/train=0.168, alignment/train=0.0747, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 3%|▎ | 13/469 [00:02<01:32, 4.94it/s, v_num=9, loss/train=0.168, alignment/train=0.0747, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 3%|▎ | 13/469 [00:02<01:32, 4.94it/s, v_num=9, loss/train=0.167, alignment/train=0.0716, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 3%|▎ | 14/469 [00:02<01:27, 5.17it/s, v_num=9, loss/train=0.167, alignment/train=0.0716, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 3%|▎ | 14/469 [00:02<01:28, 5.17it/s, v_num=9, loss/train=0.155, alignment/train=0.0821, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 3%|▎ | 15/469 [00:02<01:23, 5.43it/s, v_num=9, loss/train=0.155, alignment/train=0.0821, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 3%|▎ | 15/469 [00:02<01:23, 5.42it/s, v_num=9, loss/train=0.154, alignment/train=0.0763, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 3%|▎ | 16/469 [00:02<01:19, 5.67it/s, v_num=9, loss/train=0.154, alignment/train=0.0763, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 3%|▎ | 16/469 [00:02<01:19, 5.67it/s, v_num=9, loss/train=0.207, alignment/train=0.0956, uniformity/train=-3.56, contrastive_acc/train=0.984, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 4%|▎ | 17/469 [00:02<01:17, 5.81it/s, v_num=9, loss/train=0.207, alignment/train=0.0956, uniformity/train=-3.56, contrastive_acc/train=0.984, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 4%|▎ | 17/469 [00:02<01:17, 5.80it/s, v_num=9, loss/train=0.207, alignment/train=0.089, uniformity/train=-3.56, contrastive_acc/train=0.988, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 4%|▍ | 18/469 [00:03<01:17, 5.80it/s, v_num=9, loss/train=0.207, alignment/train=0.089, uniformity/train=-3.56, contrastive_acc/train=0.988, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 4%|▍ | 18/469 [00:03<01:17, 5.80it/s, v_num=9, loss/train=0.174, alignment/train=0.0705, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 4%|▍ | 19/469 [00:03<01:15, 5.96it/s, v_num=9, loss/train=0.174, alignment/train=0.0705, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 4%|▍ | 19/469 [00:03<01:15, 5.96it/s, v_num=9, loss/train=0.175, alignment/train=0.0828, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 4%|▍ | 20/469 [00:03<01:12, 6.16it/s, v_num=9, loss/train=0.175, alignment/train=0.0828, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 4%|▍ | 20/469 [00:03<01:12, 6.16it/s, v_num=9, loss/train=0.173, alignment/train=0.083, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 4%|▍ | 21/469 [00:03<01:10, 6.36it/s, v_num=9, loss/train=0.173, alignment/train=0.083, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 4%|▍ | 21/469 [00:03<01:10, 6.36it/s, v_num=9, loss/train=0.170, alignment/train=0.0831, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 5%|▍ | 22/469 [00:03<01:09, 6.46it/s, v_num=9, loss/train=0.170, alignment/train=0.0831, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 5%|▍ | 22/469 [00:03<01:09, 6.45it/s, v_num=9, loss/train=0.174, alignment/train=0.0771, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 5%|▍ | 23/469 [00:03<01:09, 6.41it/s, v_num=9, loss/train=0.174, alignment/train=0.0771, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 5%|▍ | 23/469 [00:03<01:09, 6.41it/s, v_num=9, loss/train=0.188, alignment/train=0.0775, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 5%|▌ | 24/469 [00:03<01:07, 6.59it/s, v_num=9, loss/train=0.188, alignment/train=0.0775, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 5%|▌ | 24/469 [00:03<01:07, 6.58it/s, v_num=9, loss/train=0.180, alignment/train=0.0725, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 5%|▌ | 25/469 [00:03<01:05, 6.75it/s, v_num=9, loss/train=0.180, alignment/train=0.0725, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 5%|▌ | 25/469 [00:03<01:05, 6.75it/s, v_num=9, loss/train=0.151, alignment/train=0.0768, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 6%|▌ | 26/469 [00:03<01:04, 6.91it/s, v_num=9, loss/train=0.151, alignment/train=0.0768, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 6%|▌ | 26/469 [00:03<01:04, 6.91it/s, v_num=9, loss/train=0.193, alignment/train=0.0848, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 6%|▌ | 27/469 [00:03<01:03, 6.98it/s, v_num=9, loss/train=0.193, alignment/train=0.0848, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 6%|▌ | 27/469 [00:03<01:03, 6.98it/s, v_num=9, loss/train=0.177, alignment/train=0.084, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 6%|▌ | 28/469 [00:04<01:03, 6.98it/s, v_num=9, loss/train=0.177, alignment/train=0.084, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 6%|▌ | 28/469 [00:04<01:03, 6.98it/s, v_num=9, loss/train=0.186, alignment/train=0.0923, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 6%|▌ | 29/469 [00:04<01:01, 7.12it/s, v_num=9, loss/train=0.186, alignment/train=0.0923, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 6%|▌ | 29/469 [00:04<01:01, 7.12it/s, v_num=9, loss/train=0.169, alignment/train=0.0825, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 6%|▋ | 30/469 [00:04<01:00, 7.27it/s, v_num=9, loss/train=0.169, alignment/train=0.0825, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 6%|▋ | 30/469 [00:04<01:00, 7.27it/s, v_num=9, loss/train=0.174, alignment/train=0.0783, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 7%|▋ | 31/469 [00:04<00:59, 7.41it/s, v_num=9, loss/train=0.174, alignment/train=0.0783, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 7%|▋ | 31/469 [00:04<00:59, 7.40it/s, v_num=9, loss/train=0.197, alignment/train=0.0936, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 7%|▋ | 32/469 [00:04<00:58, 7.45it/s, v_num=9, loss/train=0.197, alignment/train=0.0936, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 7%|▋ | 32/469 [00:04<00:58, 7.45it/s, v_num=9, loss/train=0.145, alignment/train=0.0686, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 7%|▋ | 33/469 [00:04<00:58, 7.50it/s, v_num=9, loss/train=0.145, alignment/train=0.0686, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 7%|▋ | 33/469 [00:04<00:58, 7.50it/s, v_num=9, loss/train=0.167, alignment/train=0.075, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 7%|▋ | 34/469 [00:04<00:57, 7.53it/s, v_num=9, loss/train=0.167, alignment/train=0.075, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 7%|▋ | 34/469 [00:04<00:57, 7.53it/s, v_num=9, loss/train=0.191, alignment/train=0.0833, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 7%|▋ | 35/469 [00:04<00:57, 7.61it/s, v_num=9, loss/train=0.191, alignment/train=0.0833, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 7%|▋ | 35/469 [00:04<00:57, 7.61it/s, v_num=9, loss/train=0.171, alignment/train=0.0806, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 8%|▊ | 36/469 [00:04<00:56, 7.73it/s, v_num=9, loss/train=0.171, alignment/train=0.0806, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 8%|▊ | 36/469 [00:04<00:56, 7.73it/s, v_num=9, loss/train=0.170, alignment/train=0.0818, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 8%|▊ | 37/469 [00:04<00:56, 7.71it/s, v_num=9, loss/train=0.170, alignment/train=0.0818, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 8%|▊ | 37/469 [00:04<00:56, 7.71it/s, v_num=9, loss/train=0.192, alignment/train=0.0833, uniformity/train=-3.55, contrastive_acc/train=0.988, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 8%|▊ | 38/469 [00:04<00:55, 7.77it/s, v_num=9, loss/train=0.192, alignment/train=0.0833, uniformity/train=-3.55, contrastive_acc/train=0.988, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 8%|▊ | 38/469 [00:04<00:55, 7.77it/s, v_num=9, loss/train=0.167, alignment/train=0.0719, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 8%|▊ | 39/469 [00:04<00:54, 7.88it/s, v_num=9, loss/train=0.167, alignment/train=0.0719, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 8%|▊ | 39/469 [00:04<00:54, 7.88it/s, v_num=9, loss/train=0.200, alignment/train=0.0823, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 9%|▊ | 40/469 [00:05<00:54, 7.91it/s, v_num=9, loss/train=0.200, alignment/train=0.0823, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 9%|▊ | 40/469 [00:05<00:54, 7.91it/s, v_num=9, loss/train=0.187, alignment/train=0.0814, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 9%|▊ | 41/469 [00:05<00:53, 7.97it/s, v_num=9, loss/train=0.187, alignment/train=0.0814, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 9%|▊ | 41/469 [00:05<00:53, 7.97it/s, v_num=9, loss/train=0.189, alignment/train=0.0861, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 9%|▉ | 42/469 [00:05<00:53, 8.00it/s, v_num=9, loss/train=0.189, alignment/train=0.0861, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 9%|▉ | 42/469 [00:05<00:53, 8.00it/s, v_num=9, loss/train=0.157, alignment/train=0.0767, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 9%|▉ | 43/469 [00:05<00:52, 8.09it/s, v_num=9, loss/train=0.157, alignment/train=0.0767, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 9%|▉ | 43/469 [00:05<00:52, 8.09it/s, v_num=9, loss/train=0.176, alignment/train=0.0883, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 9%|▉ | 44/469 [00:05<00:52, 8.15it/s, v_num=9, loss/train=0.176, alignment/train=0.0883, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 9%|▉ | 44/469 [00:05<00:52, 8.15it/s, v_num=9, loss/train=0.194, alignment/train=0.0768, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 10%|▉ | 45/469 [00:05<00:51, 8.24it/s, v_num=9, loss/train=0.194, alignment/train=0.0768, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 10%|▉ | 45/469 [00:05<00:51, 8.24it/s, v_num=9, loss/train=0.156, alignment/train=0.0842, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 10%|▉ | 46/469 [00:05<00:51, 8.24it/s, v_num=9, loss/train=0.156, alignment/train=0.0842, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 10%|▉ | 46/469 [00:05<00:51, 8.24it/s, v_num=9, loss/train=0.165, alignment/train=0.0793, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 10%|█ | 47/469 [00:05<00:50, 8.29it/s, v_num=9, loss/train=0.165, alignment/train=0.0793, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 10%|█ | 47/469 [00:05<00:50, 8.29it/s, v_num=9, loss/train=0.194, alignment/train=0.0761, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 10%|█ | 48/469 [00:05<00:50, 8.38it/s, v_num=9, loss/train=0.194, alignment/train=0.0761, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 10%|█ | 48/469 [00:05<00:50, 8.38it/s, v_num=9, loss/train=0.190, alignment/train=0.089, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 10%|█ | 49/469 [00:05<00:50, 8.34it/s, v_num=9, loss/train=0.190, alignment/train=0.089, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 10%|█ | 49/469 [00:05<00:50, 8.34it/s, v_num=9, loss/train=0.213, alignment/train=0.0814, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 11%|█ | 50/469 [00:05<00:49, 8.41it/s, v_num=9, loss/train=0.213, alignment/train=0.0814, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 11%|█ | 50/469 [00:05<00:49, 8.41it/s, v_num=9, loss/train=0.154, alignment/train=0.081, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 11%|█ | 51/469 [00:06<00:49, 8.48it/s, v_num=9, loss/train=0.154, alignment/train=0.081, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 11%|█ | 51/469 [00:06<00:49, 8.48it/s, v_num=9, loss/train=0.185, alignment/train=0.077, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 11%|█ | 52/469 [00:06<00:48, 8.53it/s, v_num=9, loss/train=0.185, alignment/train=0.077, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 11%|█ | 52/469 [00:06<00:48, 8.53it/s, v_num=9, loss/train=0.176, alignment/train=0.0848, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 11%|█▏ | 53/469 [00:06<00:48, 8.56it/s, v_num=9, loss/train=0.176, alignment/train=0.0848, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 11%|█▏ | 53/469 [00:06<00:48, 8.56it/s, v_num=9, loss/train=0.153, alignment/train=0.0747, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 12%|█▏ | 54/469 [00:06<00:48, 8.64it/s, v_num=9, loss/train=0.153, alignment/train=0.0747, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 12%|█▏ | 54/469 [00:06<00:48, 8.64it/s, v_num=9, loss/train=0.179, alignment/train=0.0706, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 12%|█▏ | 55/469 [00:06<00:47, 8.67it/s, v_num=9, loss/train=0.179, alignment/train=0.0706, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 12%|█▏ | 55/469 [00:06<00:47, 8.67it/s, v_num=9, loss/train=0.189, alignment/train=0.0755, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 12%|█▏ | 56/469 [00:06<00:47, 8.72it/s, v_num=9, loss/train=0.189, alignment/train=0.0755, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 12%|█▏ | 56/469 [00:06<00:47, 8.72it/s, v_num=9, loss/train=0.152, alignment/train=0.0778, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 12%|█▏ | 57/469 [00:06<00:47, 8.74it/s, v_num=9, loss/train=0.152, alignment/train=0.0778, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 12%|█▏ | 57/469 [00:06<00:47, 8.74it/s, v_num=9, loss/train=0.158, alignment/train=0.0741, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 12%|█▏ | 58/469 [00:06<00:47, 8.69it/s, v_num=9, loss/train=0.158, alignment/train=0.0741, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 12%|█▏ | 58/469 [00:06<00:47, 8.69it/s, v_num=9, loss/train=0.162, alignment/train=0.0707, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 13%|█▎ | 59/469 [00:06<00:46, 8.77it/s, v_num=9, loss/train=0.162, alignment/train=0.0707, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 13%|█▎ | 59/469 [00:06<00:46, 8.77it/s, v_num=9, loss/train=0.164, alignment/train=0.086, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 13%|█▎ | 60/469 [00:06<00:46, 8.81it/s, v_num=9, loss/train=0.164, alignment/train=0.086, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 13%|█▎ | 60/469 [00:06<00:46, 8.81it/s, v_num=9, loss/train=0.154, alignment/train=0.078, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 13%|█▎ | 61/469 [00:06<00:46, 8.81it/s, v_num=9, loss/train=0.154, alignment/train=0.078, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 13%|█▎ | 61/469 [00:06<00:46, 8.81it/s, v_num=9, loss/train=0.162, alignment/train=0.0735, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 13%|█▎ | 62/469 [00:06<00:45, 8.86it/s, v_num=9, loss/train=0.162, alignment/train=0.0735, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 13%|█▎ | 62/469 [00:06<00:45, 8.86it/s, v_num=9, loss/train=0.183, alignment/train=0.0758, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 13%|█▎ | 63/469 [00:07<00:45, 8.88it/s, v_num=9, loss/train=0.183, alignment/train=0.0758, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 13%|█▎ | 63/469 [00:07<00:45, 8.88it/s, v_num=9, loss/train=0.170, alignment/train=0.079, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 14%|█▎ | 64/469 [00:07<00:45, 8.91it/s, v_num=9, loss/train=0.170, alignment/train=0.079, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 14%|█▎ | 64/469 [00:07<00:45, 8.91it/s, v_num=9, loss/train=0.153, alignment/train=0.083, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 14%|█▍ | 65/469 [00:07<00:45, 8.98it/s, v_num=9, loss/train=0.153, alignment/train=0.083, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 14%|█▍ | 65/469 [00:07<00:45, 8.98it/s, v_num=9, loss/train=0.180, alignment/train=0.0816, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 14%|█▍ | 66/469 [00:07<00:44, 8.99it/s, v_num=9, loss/train=0.180, alignment/train=0.0816, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 14%|█▍ | 66/469 [00:07<00:44, 8.99it/s, v_num=9, loss/train=0.166, alignment/train=0.0664, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 14%|█▍ | 67/469 [00:07<00:44, 8.96it/s, v_num=9, loss/train=0.166, alignment/train=0.0664, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 14%|█▍ | 67/469 [00:07<00:44, 8.96it/s, v_num=9, loss/train=0.198, alignment/train=0.0844, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 14%|█▍ | 68/469 [00:07<00:44, 8.98it/s, v_num=9, loss/train=0.198, alignment/train=0.0844, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 14%|█▍ | 68/469 [00:07<00:44, 8.98it/s, v_num=9, loss/train=0.177, alignment/train=0.0828, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 15%|█▍ | 69/469 [00:07<00:44, 9.02it/s, v_num=9, loss/train=0.177, alignment/train=0.0828, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 15%|█▍ | 69/469 [00:07<00:44, 9.02it/s, v_num=9, loss/train=0.187, alignment/train=0.0805, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 15%|█▍ | 70/469 [00:07<00:44, 9.06it/s, v_num=9, loss/train=0.187, alignment/train=0.0805, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 15%|█▍ | 70/469 [00:07<00:44, 9.06it/s, v_num=9, loss/train=0.175, alignment/train=0.0806, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 15%|█▌ | 71/469 [00:07<00:43, 9.12it/s, v_num=9, loss/train=0.175, alignment/train=0.0806, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 15%|█▌ | 71/469 [00:07<00:43, 9.12it/s, v_num=9, loss/train=0.181, alignment/train=0.0783, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 15%|█▌ | 72/469 [00:07<00:43, 9.12it/s, v_num=9, loss/train=0.181, alignment/train=0.0783, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 15%|█▌ | 72/469 [00:07<00:43, 9.12it/s, v_num=9, loss/train=0.163, alignment/train=0.0775, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 16%|█▌ | 73/469 [00:08<00:43, 9.11it/s, v_num=9, loss/train=0.163, alignment/train=0.0775, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 16%|█▌ | 73/469 [00:08<00:43, 9.11it/s, v_num=9, loss/train=0.179, alignment/train=0.0807, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 16%|█▌ | 74/469 [00:08<00:43, 9.16it/s, v_num=9, loss/train=0.179, alignment/train=0.0807, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 16%|█▌ | 74/469 [00:08<00:43, 9.16it/s, v_num=9, loss/train=0.178, alignment/train=0.074, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 16%|█▌ | 75/469 [00:08<00:42, 9.22it/s, v_num=9, loss/train=0.178, alignment/train=0.074, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 16%|█▌ | 75/469 [00:08<00:42, 9.22it/s, v_num=9, loss/train=0.177, alignment/train=0.0841, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 16%|█▌ | 76/469 [00:08<00:42, 9.19it/s, v_num=9, loss/train=0.177, alignment/train=0.0841, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 16%|█▌ | 76/469 [00:08<00:42, 9.19it/s, v_num=9, loss/train=0.146, alignment/train=0.072, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 16%|█▋ | 77/469 [00:08<00:42, 9.25it/s, v_num=9, loss/train=0.146, alignment/train=0.072, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 16%|█▋ | 77/469 [00:08<00:42, 9.25it/s, v_num=9, loss/train=0.167, alignment/train=0.0779, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 17%|█▋ | 78/469 [00:08<00:42, 9.26it/s, v_num=9, loss/train=0.167, alignment/train=0.0779, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 17%|█▋ | 78/469 [00:08<00:42, 9.26it/s, v_num=9, loss/train=0.178, alignment/train=0.0699, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 17%|█▋ | 79/469 [00:08<00:42, 9.26it/s, v_num=9, loss/train=0.178, alignment/train=0.0699, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 17%|█▋ | 79/469 [00:08<00:42, 9.26it/s, v_num=9, loss/train=0.157, alignment/train=0.0738, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 17%|█▋ | 80/469 [00:08<00:41, 9.31it/s, v_num=9, loss/train=0.157, alignment/train=0.0738, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 17%|█▋ | 80/469 [00:08<00:41, 9.31it/s, v_num=9, loss/train=0.205, alignment/train=0.086, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 17%|█▋ | 81/469 [00:08<00:41, 9.31it/s, v_num=9, loss/train=0.205, alignment/train=0.086, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 17%|█▋ | 81/469 [00:08<00:41, 9.31it/s, v_num=9, loss/train=0.174, alignment/train=0.0794, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 17%|█▋ | 82/469 [00:08<00:41, 9.36it/s, v_num=9, loss/train=0.174, alignment/train=0.0794, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 17%|█▋ | 82/469 [00:08<00:41, 9.36it/s, v_num=9, loss/train=0.161, alignment/train=0.0828, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 18%|█▊ | 83/469 [00:08<00:41, 9.34it/s, v_num=9, loss/train=0.161, alignment/train=0.0828, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 18%|█▊ | 83/469 [00:08<00:41, 9.33it/s, v_num=9, loss/train=0.167, alignment/train=0.083, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 18%|█▊ | 84/469 [00:08<00:41, 9.35it/s, v_num=9, loss/train=0.167, alignment/train=0.083, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 18%|█▊ | 84/469 [00:08<00:41, 9.35it/s, v_num=9, loss/train=0.187, alignment/train=0.0842, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 18%|█▊ | 85/469 [00:09<00:40, 9.39it/s, v_num=9, loss/train=0.187, alignment/train=0.0842, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 18%|█▊ | 85/469 [00:09<00:40, 9.39it/s, v_num=9, loss/train=0.177, alignment/train=0.0723, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 18%|█▊ | 86/469 [00:09<00:40, 9.41it/s, v_num=9, loss/train=0.177, alignment/train=0.0723, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 18%|█▊ | 86/469 [00:09<00:40, 9.41it/s, v_num=9, loss/train=0.155, alignment/train=0.0685, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 19%|█▊ | 87/469 [00:09<00:40, 9.42it/s, v_num=9, loss/train=0.155, alignment/train=0.0685, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 19%|█▊ | 87/469 [00:09<00:40, 9.41it/s, v_num=9, loss/train=0.189, alignment/train=0.0798, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 19%|█▉ | 88/469 [00:09<00:40, 9.46it/s, v_num=9, loss/train=0.189, alignment/train=0.0798, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 19%|█▉ | 88/469 [00:09<00:40, 9.46it/s, v_num=9, loss/train=0.159, alignment/train=0.0781, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 19%|█▉ | 89/469 [00:09<00:39, 9.51it/s, v_num=9, loss/train=0.159, alignment/train=0.0781, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 19%|█▉ | 89/469 [00:09<00:39, 9.51it/s, v_num=9, loss/train=0.228, alignment/train=0.0919, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 19%|█▉ | 90/469 [00:09<00:39, 9.48it/s, v_num=9, loss/train=0.228, alignment/train=0.0919, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 19%|█▉ | 90/469 [00:09<00:39, 9.48it/s, v_num=9, loss/train=0.190, alignment/train=0.0851, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 19%|█▉ | 91/469 [00:09<00:39, 9.48it/s, v_num=9, loss/train=0.190, alignment/train=0.0851, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 19%|█▉ | 91/469 [00:09<00:39, 9.48it/s, v_num=9, loss/train=0.207, alignment/train=0.0797, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 20%|█▉ | 92/469 [00:09<00:39, 9.51it/s, v_num=9, loss/train=0.207, alignment/train=0.0797, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 20%|█▉ | 92/469 [00:09<00:39, 9.51it/s, v_num=9, loss/train=0.172, alignment/train=0.075, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 20%|█▉ | 93/469 [00:09<00:39, 9.53it/s, v_num=9, loss/train=0.172, alignment/train=0.075, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 20%|█▉ | 93/469 [00:09<00:39, 9.53it/s, v_num=9, loss/train=0.166, alignment/train=0.0806, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 20%|██ | 94/469 [00:09<00:39, 9.56it/s, v_num=9, loss/train=0.166, alignment/train=0.0806, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 20%|██ | 94/469 [00:09<00:39, 9.56it/s, v_num=9, loss/train=0.184, alignment/train=0.0846, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 20%|██ | 95/469 [00:09<00:39, 9.56it/s, v_num=9, loss/train=0.184, alignment/train=0.0846, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 20%|██ | 95/469 [00:09<00:39, 9.56it/s, v_num=9, loss/train=0.171, alignment/train=0.0844, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 20%|██ | 96/469 [00:09<00:38, 9.61it/s, v_num=9, loss/train=0.171, alignment/train=0.0844, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 20%|██ | 96/469 [00:09<00:38, 9.61it/s, v_num=9, loss/train=0.174, alignment/train=0.075, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 21%|██ | 97/469 [00:10<00:38, 9.61it/s, v_num=9, loss/train=0.174, alignment/train=0.075, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 21%|██ | 97/469 [00:10<00:38, 9.61it/s, v_num=9, loss/train=0.186, alignment/train=0.0811, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 21%|██ | 98/469 [00:10<00:38, 9.57it/s, v_num=9, loss/train=0.186, alignment/train=0.0811, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 21%|██ | 98/469 [00:10<00:38, 9.57it/s, v_num=9, loss/train=0.185, alignment/train=0.0813, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 21%|██ | 99/469 [00:10<00:38, 9.61it/s, v_num=9, loss/train=0.185, alignment/train=0.0813, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 21%|██ | 99/469 [00:10<00:38, 9.61it/s, v_num=9, loss/train=0.188, alignment/train=0.0786, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 21%|██▏ | 100/469 [00:10<00:38, 9.65it/s, v_num=9, loss/train=0.188, alignment/train=0.0786, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 21%|██▏ | 100/469 [00:10<00:38, 9.65it/s, v_num=9, loss/train=0.136, alignment/train=0.062, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 22%|██▏ | 101/469 [00:10<00:38, 9.65it/s, v_num=9, loss/train=0.136, alignment/train=0.062, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 22%|██▏ | 101/469 [00:10<00:38, 9.65it/s, v_num=9, loss/train=0.188, alignment/train=0.0891, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 22%|██▏ | 102/469 [00:10<00:37, 9.70it/s, v_num=9, loss/train=0.188, alignment/train=0.0891, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 22%|██▏ | 102/469 [00:10<00:37, 9.69it/s, v_num=9, loss/train=0.189, alignment/train=0.0713, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 22%|██▏ | 103/469 [00:10<00:37, 9.69it/s, v_num=9, loss/train=0.189, alignment/train=0.0713, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 22%|██▏ | 103/469 [00:10<00:37, 9.69it/s, v_num=9, loss/train=0.187, alignment/train=0.0845, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 22%|██▏ | 104/469 [00:10<00:37, 9.67it/s, v_num=9, loss/train=0.187, alignment/train=0.0845, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 22%|██▏ | 104/469 [00:10<00:37, 9.67it/s, v_num=9, loss/train=0.139, alignment/train=0.0804, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 22%|██▏ | 105/469 [00:10<00:37, 9.71it/s, v_num=9, loss/train=0.139, alignment/train=0.0804, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 22%|██▏ | 105/469 [00:10<00:37, 9.71it/s, v_num=9, loss/train=0.178, alignment/train=0.0823, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 23%|██▎ | 106/469 [00:10<00:37, 9.75it/s, v_num=9, loss/train=0.178, alignment/train=0.0823, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 23%|██▎ | 106/469 [00:10<00:37, 9.75it/s, v_num=9, loss/train=0.167, alignment/train=0.0646, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 23%|██▎ | 107/469 [00:10<00:37, 9.73it/s, v_num=9, loss/train=0.167, alignment/train=0.0646, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 23%|██▎ | 107/469 [00:10<00:37, 9.73it/s, v_num=9, loss/train=0.171, alignment/train=0.0795, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 23%|██▎ | 108/469 [00:11<00:37, 9.74it/s, v_num=9, loss/train=0.171, alignment/train=0.0795, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 23%|██▎ | 108/469 [00:11<00:37, 9.74it/s, v_num=9, loss/train=0.198, alignment/train=0.0812, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 23%|██▎ | 109/469 [00:11<00:36, 9.78it/s, v_num=9, loss/train=0.198, alignment/train=0.0812, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 23%|██▎ | 109/469 [00:11<00:36, 9.78it/s, v_num=9, loss/train=0.186, alignment/train=0.0824, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 23%|██▎ | 110/469 [00:11<00:36, 9.78it/s, v_num=9, loss/train=0.186, alignment/train=0.0824, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 23%|██▎ | 110/469 [00:11<00:36, 9.78it/s, v_num=9, loss/train=0.171, alignment/train=0.0791, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 24%|██▎ | 111/469 [00:11<00:36, 9.74it/s, v_num=9, loss/train=0.171, alignment/train=0.0791, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 24%|██▎ | 111/469 [00:11<00:36, 9.74it/s, v_num=9, loss/train=0.221, alignment/train=0.0883, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 24%|██▍ | 112/469 [00:11<00:36, 9.78it/s, v_num=9, loss/train=0.221, alignment/train=0.0883, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 24%|██▍ | 112/469 [00:11<00:36, 9.78it/s, v_num=9, loss/train=0.179, alignment/train=0.070, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 24%|██▍ | 113/469 [00:11<00:36, 9.79it/s, v_num=9, loss/train=0.179, alignment/train=0.070, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 24%|██▍ | 113/469 [00:11<00:36, 9.79it/s, v_num=9, loss/train=0.144, alignment/train=0.0739, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 24%|██▍ | 114/469 [00:11<00:36, 9.80it/s, v_num=9, loss/train=0.144, alignment/train=0.0739, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 24%|██▍ | 114/469 [00:11<00:36, 9.80it/s, v_num=9, loss/train=0.172, alignment/train=0.076, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 25%|██▍ | 115/469 [00:11<00:35, 9.84it/s, v_num=9, loss/train=0.172, alignment/train=0.076, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 25%|██▍ | 115/469 [00:11<00:35, 9.84it/s, v_num=9, loss/train=0.174, alignment/train=0.0743, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 25%|██▍ | 116/469 [00:11<00:35, 9.84it/s, v_num=9, loss/train=0.174, alignment/train=0.0743, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 25%|██▍ | 116/469 [00:11<00:35, 9.84it/s, v_num=9, loss/train=0.177, alignment/train=0.0835, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 25%|██▍ | 117/469 [00:11<00:35, 9.86it/s, v_num=9, loss/train=0.177, alignment/train=0.0835, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 25%|██▍ | 117/469 [00:11<00:35, 9.86it/s, v_num=9, loss/train=0.211, alignment/train=0.0794, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 25%|██▌ | 118/469 [00:11<00:35, 9.86it/s, v_num=9, loss/train=0.211, alignment/train=0.0794, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 25%|██▌ | 118/469 [00:11<00:35, 9.86it/s, v_num=9, loss/train=0.164, alignment/train=0.0755, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 25%|██▌ | 119/469 [00:12<00:35, 9.89it/s, v_num=9, loss/train=0.164, alignment/train=0.0755, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 25%|██▌ | 119/469 [00:12<00:35, 9.89it/s, v_num=9, loss/train=0.158, alignment/train=0.0758, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 26%|██▌ | 120/469 [00:12<00:35, 9.92it/s, v_num=9, loss/train=0.158, alignment/train=0.0758, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 26%|██▌ | 120/469 [00:12<00:35, 9.92it/s, v_num=9, loss/train=0.161, alignment/train=0.0786, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 26%|██▌ | 121/469 [00:12<00:35, 9.89it/s, v_num=9, loss/train=0.161, alignment/train=0.0786, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 26%|██▌ | 121/469 [00:12<00:35, 9.89it/s, v_num=9, loss/train=0.174, alignment/train=0.087, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 26%|██▌ | 122/469 [00:12<00:35, 9.85it/s, v_num=9, loss/train=0.174, alignment/train=0.087, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 26%|██▌ | 122/469 [00:12<00:35, 9.85it/s, v_num=9, loss/train=0.148, alignment/train=0.075, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 26%|██▌ | 123/469 [00:12<00:35, 9.86it/s, v_num=9, loss/train=0.148, alignment/train=0.075, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 26%|██▌ | 123/469 [00:12<00:35, 9.86it/s, v_num=9, loss/train=0.173, alignment/train=0.0842, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 26%|██▋ | 124/469 [00:12<00:34, 9.90it/s, v_num=9, loss/train=0.173, alignment/train=0.0842, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 26%|██▋ | 124/469 [00:12<00:34, 9.90it/s, v_num=9, loss/train=0.158, alignment/train=0.0867, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 27%|██▋ | 125/469 [00:12<00:34, 9.93it/s, v_num=9, loss/train=0.158, alignment/train=0.0867, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 27%|██▋ | 125/469 [00:12<00:34, 9.93it/s, v_num=9, loss/train=0.187, alignment/train=0.0746, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 27%|██▋ | 126/469 [00:12<00:34, 9.93it/s, v_num=9, loss/train=0.187, alignment/train=0.0746, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 27%|██▋ | 126/469 [00:12<00:34, 9.93it/s, v_num=9, loss/train=0.171, alignment/train=0.0773, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 27%|██▋ | 127/469 [00:12<00:34, 9.92it/s, v_num=9, loss/train=0.171, alignment/train=0.0773, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 27%|██▋ | 127/469 [00:12<00:34, 9.92it/s, v_num=9, loss/train=0.169, alignment/train=0.0825, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 27%|██▋ | 128/469 [00:12<00:34, 9.96it/s, v_num=9, loss/train=0.169, alignment/train=0.0825, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 27%|██▋ | 128/469 [00:12<00:34, 9.96it/s, v_num=9, loss/train=0.173, alignment/train=0.0774, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 28%|██▊ | 129/469 [00:12<00:34, 9.96it/s, v_num=9, loss/train=0.173, alignment/train=0.0774, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 28%|██▊ | 129/469 [00:12<00:34, 9.96it/s, v_num=9, loss/train=0.173, alignment/train=0.0916, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 28%|██▊ | 130/469 [00:13<00:34, 9.97it/s, v_num=9, loss/train=0.173, alignment/train=0.0916, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 28%|██▊ | 130/469 [00:13<00:34, 9.97it/s, v_num=9, loss/train=0.198, alignment/train=0.0655, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 28%|██▊ | 131/469 [00:13<00:33, 9.97it/s, v_num=9, loss/train=0.198, alignment/train=0.0655, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 28%|██▊ | 131/469 [00:13<00:33, 9.97it/s, v_num=9, loss/train=0.152, alignment/train=0.0747, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 28%|██▊ | 132/469 [00:13<00:33, 9.96it/s, v_num=9, loss/train=0.152, alignment/train=0.0747, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 28%|██▊ | 132/469 [00:13<00:33, 9.96it/s, v_num=9, loss/train=0.174, alignment/train=0.0852, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 28%|██▊ | 133/469 [00:13<00:33, 9.97it/s, v_num=9, loss/train=0.174, alignment/train=0.0852, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 28%|██▊ | 133/469 [00:13<00:33, 9.97it/s, v_num=9, loss/train=0.150, alignment/train=0.0701, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 29%|██▊ | 134/469 [00:13<00:33, 10.00it/s, v_num=9, loss/train=0.150, alignment/train=0.0701, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 29%|██▊ | 134/469 [00:13<00:33, 10.00it/s, v_num=9, loss/train=0.167, alignment/train=0.075, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 29%|██▉ | 135/469 [00:13<00:33, 10.00it/s, v_num=9, loss/train=0.167, alignment/train=0.075, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 29%|██▉ | 135/469 [00:13<00:33, 10.00it/s, v_num=9, loss/train=0.171, alignment/train=0.0668, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 29%|██▉ | 136/469 [00:13<00:33, 10.00it/s, v_num=9, loss/train=0.171, alignment/train=0.0668, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 29%|██▉ | 136/469 [00:13<00:33, 10.00it/s, v_num=9, loss/train=0.178, alignment/train=0.0757, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 29%|██▉ | 137/469 [00:13<00:33, 10.03it/s, v_num=9, loss/train=0.178, alignment/train=0.0757, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 29%|██▉ | 137/469 [00:13<00:33, 10.03it/s, v_num=9, loss/train=0.171, alignment/train=0.0786, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 29%|██▉ | 138/469 [00:13<00:32, 10.06it/s, v_num=9, loss/train=0.171, alignment/train=0.0786, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 29%|██▉ | 138/469 [00:13<00:32, 10.06it/s, v_num=9, loss/train=0.185, alignment/train=0.0852, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 30%|██▉ | 139/469 [00:13<00:32, 10.05it/s, v_num=9, loss/train=0.185, alignment/train=0.0852, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 30%|██▉ | 139/469 [00:13<00:32, 10.05it/s, v_num=9, loss/train=0.178, alignment/train=0.085, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 30%|██▉ | 140/469 [00:14<00:32, 10.00it/s, v_num=9, loss/train=0.178, alignment/train=0.085, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 30%|██▉ | 140/469 [00:14<00:32, 10.00it/s, v_num=9, loss/train=0.176, alignment/train=0.0825, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 30%|███ | 141/469 [00:14<00:32, 10.02it/s, v_num=9, loss/train=0.176, alignment/train=0.0825, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 30%|███ | 141/469 [00:14<00:32, 10.02it/s, v_num=9, loss/train=0.177, alignment/train=0.0786, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 30%|███ | 142/469 [00:14<00:32, 10.05it/s, v_num=9, loss/train=0.177, alignment/train=0.0786, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 30%|███ | 142/469 [00:14<00:32, 10.05it/s, v_num=9, loss/train=0.165, alignment/train=0.0741, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 30%|███ | 143/469 [00:14<00:32, 10.08it/s, v_num=9, loss/train=0.165, alignment/train=0.0741, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 30%|███ | 143/469 [00:14<00:32, 10.07it/s, v_num=9, loss/train=0.163, alignment/train=0.0843, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 31%|███ | 144/469 [00:14<00:32, 10.07it/s, v_num=9, loss/train=0.163, alignment/train=0.0843, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 31%|███ | 144/469 [00:14<00:32, 10.07it/s, v_num=9, loss/train=0.186, alignment/train=0.0852, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 31%|███ | 145/469 [00:14<00:32, 10.10it/s, v_num=9, loss/train=0.186, alignment/train=0.0852, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 31%|███ | 145/469 [00:14<00:32, 10.10it/s, v_num=9, loss/train=0.174, alignment/train=0.0814, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 31%|███ | 146/469 [00:14<00:32, 10.07it/s, v_num=9, loss/train=0.174, alignment/train=0.0814, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 31%|███ | 146/469 [00:14<00:32, 10.07it/s, v_num=9, loss/train=0.169, alignment/train=0.0882, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 31%|███▏ | 147/469 [00:14<00:31, 10.09it/s, v_num=9, loss/train=0.169, alignment/train=0.0882, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 31%|███▏ | 147/469 [00:14<00:31, 10.09it/s, v_num=9, loss/train=0.183, alignment/train=0.0846, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 32%|███▏ | 148/469 [00:14<00:31, 10.12it/s, v_num=9, loss/train=0.183, alignment/train=0.0846, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 32%|███▏ | 148/469 [00:14<00:31, 10.12it/s, v_num=9, loss/train=0.170, alignment/train=0.0813, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 32%|███▏ | 149/469 [00:14<00:31, 10.11it/s, v_num=9, loss/train=0.170, alignment/train=0.0813, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 32%|███▏ | 149/469 [00:14<00:31, 10.11it/s, v_num=9, loss/train=0.174, alignment/train=0.0682, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 32%|███▏ | 150/469 [00:14<00:31, 10.08it/s, v_num=9, loss/train=0.174, alignment/train=0.0682, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 32%|███▏ | 150/469 [00:14<00:31, 10.08it/s, v_num=9, loss/train=0.156, alignment/train=0.0777, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 32%|███▏ | 151/469 [00:14<00:31, 10.11it/s, v_num=9, loss/train=0.156, alignment/train=0.0777, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 32%|███▏ | 151/469 [00:14<00:31, 10.11it/s, v_num=9, loss/train=0.177, alignment/train=0.0822, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 32%|███▏ | 152/469 [00:14<00:31, 10.14it/s, v_num=9, loss/train=0.177, alignment/train=0.0822, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 32%|███▏ | 152/469 [00:14<00:31, 10.13it/s, v_num=9, loss/train=0.159, alignment/train=0.0762, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 33%|███▎ | 153/469 [00:15<00:31, 10.15it/s, v_num=9, loss/train=0.159, alignment/train=0.0762, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 33%|███▎ | 153/469 [00:15<00:31, 10.15it/s, v_num=9, loss/train=0.175, alignment/train=0.0737, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 33%|███▎ | 154/469 [00:15<00:31, 10.15it/s, v_num=9, loss/train=0.175, alignment/train=0.0737, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 33%|███▎ | 154/469 [00:15<00:31, 10.15it/s, v_num=9, loss/train=0.169, alignment/train=0.0755, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 33%|███▎ | 155/469 [00:15<00:30, 10.18it/s, v_num=9, loss/train=0.169, alignment/train=0.0755, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 33%|███▎ | 155/469 [00:15<00:30, 10.18it/s, v_num=9, loss/train=0.180, alignment/train=0.0842, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 33%|███▎ | 156/469 [00:15<00:30, 10.15it/s, v_num=9, loss/train=0.180, alignment/train=0.0842, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 33%|███▎ | 156/469 [00:15<00:30, 10.15it/s, v_num=9, loss/train=0.163, alignment/train=0.0755, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 33%|███▎ | 157/469 [00:15<00:30, 10.16it/s, v_num=9, loss/train=0.163, alignment/train=0.0755, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 33%|███▎ | 157/469 [00:15<00:30, 10.16it/s, v_num=9, loss/train=0.156, alignment/train=0.0752, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 34%|███▎ | 158/469 [00:15<00:30, 10.19it/s, v_num=9, loss/train=0.156, alignment/train=0.0752, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 34%|███▎ | 158/469 [00:15<00:30, 10.19it/s, v_num=9, loss/train=0.172, alignment/train=0.0805, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 34%|███▍ | 159/469 [00:15<00:30, 10.21it/s, v_num=9, loss/train=0.172, alignment/train=0.0805, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 34%|███▍ | 159/469 [00:15<00:30, 10.21it/s, v_num=9, loss/train=0.157, alignment/train=0.0726, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 34%|███▍ | 160/469 [00:15<00:30, 10.21it/s, v_num=9, loss/train=0.157, alignment/train=0.0726, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 34%|███▍ | 160/469 [00:15<00:30, 10.21it/s, v_num=9, loss/train=0.150, alignment/train=0.0766, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 34%|███▍ | 161/469 [00:15<00:30, 10.19it/s, v_num=9, loss/train=0.150, alignment/train=0.0766, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 34%|███▍ | 161/469 [00:15<00:30, 10.19it/s, v_num=9, loss/train=0.134, alignment/train=0.0681, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 35%|███▍ | 162/469 [00:15<00:30, 10.19it/s, v_num=9, loss/train=0.134, alignment/train=0.0681, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 35%|███▍ | 162/469 [00:15<00:30, 10.19it/s, v_num=9, loss/train=0.193, alignment/train=0.0762, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 35%|███▍ | 163/469 [00:16<00:30, 10.18it/s, v_num=9, loss/train=0.193, alignment/train=0.0762, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 35%|███▍ | 163/469 [00:16<00:30, 10.18it/s, v_num=9, loss/train=0.191, alignment/train=0.0917, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 35%|███▍ | 164/469 [00:16<00:29, 10.21it/s, v_num=9, loss/train=0.191, alignment/train=0.0917, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 35%|███▍ | 164/469 [00:16<00:29, 10.21it/s, v_num=9, loss/train=0.203, alignment/train=0.0759, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 35%|███▌ | 165/469 [00:16<00:29, 10.20it/s, v_num=9, loss/train=0.203, alignment/train=0.0759, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 35%|███▌ | 165/469 [00:16<00:29, 10.20it/s, v_num=9, loss/train=0.164, alignment/train=0.079, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 35%|███▌ | 166/469 [00:16<00:29, 10.19it/s, v_num=9, loss/train=0.164, alignment/train=0.079, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 35%|███▌ | 166/469 [00:16<00:29, 10.19it/s, v_num=9, loss/train=0.186, alignment/train=0.0788, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 36%|███▌ | 167/469 [00:16<00:29, 10.21it/s, v_num=9, loss/train=0.186, alignment/train=0.0788, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 36%|███▌ | 167/469 [00:16<00:29, 10.21it/s, v_num=9, loss/train=0.179, alignment/train=0.0735, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 36%|███▌ | 168/469 [00:16<00:29, 10.23it/s, v_num=9, loss/train=0.179, alignment/train=0.0735, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 36%|███▌ | 168/469 [00:16<00:29, 10.23it/s, v_num=9, loss/train=0.177, alignment/train=0.076, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 36%|███▌ | 169/469 [00:16<00:29, 10.23it/s, v_num=9, loss/train=0.177, alignment/train=0.076, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 36%|███▌ | 169/469 [00:16<00:29, 10.23it/s, v_num=9, loss/train=0.172, alignment/train=0.0726, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 36%|███▌ | 170/469 [00:16<00:29, 10.23it/s, v_num=9, loss/train=0.172, alignment/train=0.0726, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 36%|███▌ | 170/469 [00:16<00:29, 10.23it/s, v_num=9, loss/train=0.179, alignment/train=0.0802, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 36%|███▋ | 171/469 [00:16<00:29, 10.22it/s, v_num=9, loss/train=0.179, alignment/train=0.0802, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 36%|███▋ | 171/469 [00:16<00:29, 10.22it/s, v_num=9, loss/train=0.170, alignment/train=0.0859, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 37%|███▋ | 172/469 [00:16<00:29, 10.23it/s, v_num=9, loss/train=0.170, alignment/train=0.0859, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 37%|███▋ | 172/469 [00:16<00:29, 10.23it/s, v_num=9, loss/train=0.178, alignment/train=0.0835, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 37%|███▋ | 173/469 [00:16<00:28, 10.24it/s, v_num=9, loss/train=0.178, alignment/train=0.0835, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 37%|███▋ | 173/469 [00:16<00:28, 10.24it/s, v_num=9, loss/train=0.154, alignment/train=0.0818, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 37%|███▋ | 174/469 [00:16<00:28, 10.27it/s, v_num=9, loss/train=0.154, alignment/train=0.0818, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 37%|███▋ | 174/469 [00:16<00:28, 10.27it/s, v_num=9, loss/train=0.155, alignment/train=0.0779, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 37%|███▋ | 175/469 [00:17<00:28, 10.29it/s, v_num=9, loss/train=0.155, alignment/train=0.0779, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 37%|███▋ | 175/469 [00:17<00:28, 10.29it/s, v_num=9, loss/train=0.166, alignment/train=0.0674, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 38%|███▊ | 176/469 [00:17<00:28, 10.27it/s, v_num=9, loss/train=0.166, alignment/train=0.0674, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 38%|███▊ | 176/469 [00:17<00:28, 10.27it/s, v_num=9, loss/train=0.164, alignment/train=0.0821, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 38%|███▊ | 177/469 [00:17<00:28, 10.27it/s, v_num=9, loss/train=0.164, alignment/train=0.0821, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 38%|███▊ | 177/469 [00:17<00:28, 10.27it/s, v_num=9, loss/train=0.166, alignment/train=0.0781, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 38%|███▊ | 178/469 [00:17<00:28, 10.28it/s, v_num=9, loss/train=0.166, alignment/train=0.0781, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 38%|███▊ | 178/469 [00:17<00:28, 10.28it/s, v_num=9, loss/train=0.173, alignment/train=0.0799, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 38%|███▊ | 179/469 [00:17<00:28, 10.30it/s, v_num=9, loss/train=0.173, alignment/train=0.0799, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 38%|███▊ | 179/469 [00:17<00:28, 10.30it/s, v_num=9, loss/train=0.199, alignment/train=0.0934, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 38%|███▊ | 180/469 [00:17<00:28, 10.30it/s, v_num=9, loss/train=0.199, alignment/train=0.0934, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 38%|███▊ | 180/469 [00:17<00:28, 10.29it/s, v_num=9, loss/train=0.161, alignment/train=0.0816, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 39%|███▊ | 181/469 [00:17<00:27, 10.32it/s, v_num=9, loss/train=0.161, alignment/train=0.0816, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 39%|███▊ | 181/469 [00:17<00:27, 10.32it/s, v_num=9, loss/train=0.199, alignment/train=0.0857, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 39%|███▉ | 182/469 [00:17<00:27, 10.31it/s, v_num=9, loss/train=0.199, alignment/train=0.0857, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 39%|███▉ | 182/469 [00:17<00:27, 10.31it/s, v_num=9, loss/train=0.167, alignment/train=0.084, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 39%|███▉ | 183/469 [00:17<00:27, 10.29it/s, v_num=9, loss/train=0.167, alignment/train=0.084, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 39%|███▉ | 183/469 [00:17<00:27, 10.29it/s, v_num=9, loss/train=0.174, alignment/train=0.0759, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 39%|███▉ | 184/469 [00:17<00:27, 10.30it/s, v_num=9, loss/train=0.174, alignment/train=0.0759, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 39%|███▉ | 184/469 [00:17<00:27, 10.30it/s, v_num=9, loss/train=0.184, alignment/train=0.0881, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 39%|███▉ | 185/469 [00:17<00:27, 10.32it/s, v_num=9, loss/train=0.184, alignment/train=0.0881, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 39%|███▉ | 185/469 [00:17<00:27, 10.32it/s, v_num=9, loss/train=0.206, alignment/train=0.0804, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 40%|███▉ | 186/469 [00:17<00:27, 10.34it/s, v_num=9, loss/train=0.206, alignment/train=0.0804, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 40%|███▉ | 186/469 [00:17<00:27, 10.34it/s, v_num=9, loss/train=0.200, alignment/train=0.0812, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 40%|███▉ | 187/469 [00:18<00:27, 10.29it/s, v_num=9, loss/train=0.200, alignment/train=0.0812, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 40%|███▉ | 187/469 [00:18<00:27, 10.29it/s, v_num=9, loss/train=0.171, alignment/train=0.0758, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 40%|████ | 188/469 [00:18<00:27, 10.30it/s, v_num=9, loss/train=0.171, alignment/train=0.0758, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 40%|████ | 188/469 [00:18<00:27, 10.30it/s, v_num=9, loss/train=0.192, alignment/train=0.0721, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 40%|████ | 189/469 [00:18<00:27, 10.33it/s, v_num=9, loss/train=0.192, alignment/train=0.0721, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 40%|████ | 189/469 [00:18<00:27, 10.33it/s, v_num=9, loss/train=0.196, alignment/train=0.0745, uniformity/train=-3.53, contrastive_acc/train=0.984, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 41%|████ | 190/469 [00:18<00:27, 10.31it/s, v_num=9, loss/train=0.196, alignment/train=0.0745, uniformity/train=-3.53, contrastive_acc/train=0.984, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 41%|████ | 190/469 [00:18<00:27, 10.31it/s, v_num=9, loss/train=0.182, alignment/train=0.0755, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 41%|████ | 191/469 [00:18<00:26, 10.33it/s, v_num=9, loss/train=0.182, alignment/train=0.0755, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 41%|████ | 191/469 [00:18<00:26, 10.33it/s, v_num=9, loss/train=0.156, alignment/train=0.0823, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 41%|████ | 192/469 [00:18<00:26, 10.34it/s, v_num=9, loss/train=0.156, alignment/train=0.0823, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 41%|████ | 192/469 [00:18<00:26, 10.34it/s, v_num=9, loss/train=0.166, alignment/train=0.0746, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 41%|████ | 193/469 [00:18<00:26, 10.34it/s, v_num=9, loss/train=0.166, alignment/train=0.0746, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 41%|████ | 193/469 [00:18<00:26, 10.34it/s, v_num=9, loss/train=0.176, alignment/train=0.080, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 41%|████▏ | 194/469 [00:18<00:26, 10.36it/s, v_num=9, loss/train=0.176, alignment/train=0.080, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 41%|████▏ | 194/469 [00:18<00:26, 10.36it/s, v_num=9, loss/train=0.202, alignment/train=0.0822, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 42%|████▏ | 195/469 [00:18<00:26, 10.38it/s, v_num=9, loss/train=0.202, alignment/train=0.0822, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 42%|████▏ | 195/469 [00:18<00:26, 10.38it/s, v_num=9, loss/train=0.167, alignment/train=0.0789, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 42%|████▏ | 196/469 [00:18<00:26, 10.40it/s, v_num=9, loss/train=0.167, alignment/train=0.0789, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 42%|████▏ | 196/469 [00:18<00:26, 10.40it/s, v_num=9, loss/train=0.189, alignment/train=0.0811, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 42%|████▏ | 197/469 [00:19<00:26, 10.37it/s, v_num=9, loss/train=0.189, alignment/train=0.0811, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 42%|████▏ | 197/469 [00:19<00:26, 10.37it/s, v_num=9, loss/train=0.201, alignment/train=0.0806, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 42%|████▏ | 198/469 [00:19<00:26, 10.35it/s, v_num=9, loss/train=0.201, alignment/train=0.0806, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 42%|████▏ | 198/469 [00:19<00:26, 10.35it/s, v_num=9, loss/train=0.163, alignment/train=0.0738, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 42%|████▏ | 199/469 [00:19<00:26, 10.37it/s, v_num=9, loss/train=0.163, alignment/train=0.0738, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 42%|████▏ | 199/469 [00:19<00:26, 10.37it/s, v_num=9, loss/train=0.171, alignment/train=0.0739, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 43%|████▎ | 200/469 [00:19<00:25, 10.37it/s, v_num=9, loss/train=0.171, alignment/train=0.0739, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 43%|████▎ | 200/469 [00:19<00:25, 10.37it/s, v_num=9, loss/train=0.164, alignment/train=0.0785, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 43%|████▎ | 201/469 [00:19<00:25, 10.39it/s, v_num=9, loss/train=0.164, alignment/train=0.0785, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 43%|████▎ | 201/469 [00:19<00:25, 10.39it/s, v_num=9, loss/train=0.150, alignment/train=0.0808, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 43%|████▎ | 202/469 [00:19<00:25, 10.37it/s, v_num=9, loss/train=0.150, alignment/train=0.0808, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 43%|████▎ | 202/469 [00:19<00:25, 10.37it/s, v_num=9, loss/train=0.170, alignment/train=0.0702, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 43%|████▎ | 203/469 [00:19<00:25, 10.38it/s, v_num=9, loss/train=0.170, alignment/train=0.0702, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 43%|████▎ | 203/469 [00:19<00:25, 10.38it/s, v_num=9, loss/train=0.181, alignment/train=0.0769, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 43%|████▎ | 204/469 [00:19<00:25, 10.38it/s, v_num=9, loss/train=0.181, alignment/train=0.0769, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 43%|████▎ | 204/469 [00:19<00:25, 10.38it/s, v_num=9, loss/train=0.219, alignment/train=0.0824, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 44%|████▎ | 205/469 [00:19<00:25, 10.40it/s, v_num=9, loss/train=0.219, alignment/train=0.0824, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 44%|████▎ | 205/469 [00:19<00:25, 10.39it/s, v_num=9, loss/train=0.138, alignment/train=0.0775, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 44%|████▍ | 206/469 [00:19<00:25, 10.41it/s, v_num=9, loss/train=0.138, alignment/train=0.0775, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 44%|████▍ | 206/469 [00:19<00:25, 10.41it/s, v_num=9, loss/train=0.168, alignment/train=0.0825, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 44%|████▍ | 207/469 [00:19<00:25, 10.41it/s, v_num=9, loss/train=0.168, alignment/train=0.0825, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 44%|████▍ | 207/469 [00:19<00:25, 10.41it/s, v_num=9, loss/train=0.196, alignment/train=0.0832, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 44%|████▍ | 208/469 [00:19<00:25, 10.43it/s, v_num=9, loss/train=0.196, alignment/train=0.0832, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 44%|████▍ | 208/469 [00:19<00:25, 10.43it/s, v_num=9, loss/train=0.161, alignment/train=0.0841, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 45%|████▍ | 209/469 [00:20<00:24, 10.40it/s, v_num=9, loss/train=0.161, alignment/train=0.0841, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 45%|████▍ | 209/469 [00:20<00:24, 10.40it/s, v_num=9, loss/train=0.187, alignment/train=0.0869, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 45%|████▍ | 210/469 [00:20<00:24, 10.40it/s, v_num=9, loss/train=0.187, alignment/train=0.0869, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 45%|████▍ | 210/469 [00:20<00:24, 10.40it/s, v_num=9, loss/train=0.151, alignment/train=0.074, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 45%|████▍ | 211/469 [00:20<00:24, 10.42it/s, v_num=9, loss/train=0.151, alignment/train=0.074, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 45%|████▍ | 211/469 [00:20<00:24, 10.42it/s, v_num=9, loss/train=0.154, alignment/train=0.071, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 45%|████▌ | 212/469 [00:20<00:24, 10.44it/s, v_num=9, loss/train=0.154, alignment/train=0.071, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 45%|████▌ | 212/469 [00:20<00:24, 10.44it/s, v_num=9, loss/train=0.153, alignment/train=0.0789, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 45%|████▌ | 213/469 [00:20<00:24, 10.44it/s, v_num=9, loss/train=0.153, alignment/train=0.0789, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 45%|████▌ | 213/469 [00:20<00:24, 10.44it/s, v_num=9, loss/train=0.151, alignment/train=0.0788, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 46%|████▌ | 214/469 [00:20<00:24, 10.41it/s, v_num=9, loss/train=0.151, alignment/train=0.0788, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 46%|████▌ | 214/469 [00:20<00:24, 10.41it/s, v_num=9, loss/train=0.163, alignment/train=0.0671, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 46%|████▌ | 215/469 [00:20<00:24, 10.43it/s, v_num=9, loss/train=0.163, alignment/train=0.0671, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 46%|████▌ | 215/469 [00:20<00:24, 10.43it/s, v_num=9, loss/train=0.172, alignment/train=0.0777, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 46%|████▌ | 216/469 [00:20<00:24, 10.43it/s, v_num=9, loss/train=0.172, alignment/train=0.0777, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 46%|████▌ | 216/469 [00:20<00:24, 10.43it/s, v_num=9, loss/train=0.155, alignment/train=0.0776, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 46%|████▋ | 217/469 [00:20<00:24, 10.44it/s, v_num=9, loss/train=0.155, alignment/train=0.0776, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 46%|████▋ | 217/469 [00:20<00:24, 10.44it/s, v_num=9, loss/train=0.189, alignment/train=0.0841, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 46%|████▋ | 218/469 [00:20<00:24, 10.44it/s, v_num=9, loss/train=0.189, alignment/train=0.0841, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 46%|████▋ | 218/469 [00:20<00:24, 10.44it/s, v_num=9, loss/train=0.153, alignment/train=0.0783, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 47%|████▋ | 219/469 [00:20<00:23, 10.45it/s, v_num=9, loss/train=0.153, alignment/train=0.0783, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 47%|████▋ | 219/469 [00:20<00:23, 10.45it/s, v_num=9, loss/train=0.147, alignment/train=0.0777, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 47%|████▋ | 220/469 [00:21<00:23, 10.45it/s, v_num=9, loss/train=0.147, alignment/train=0.0777, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 47%|████▋ | 220/469 [00:21<00:23, 10.45it/s, v_num=9, loss/train=0.182, alignment/train=0.0791, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 47%|████▋ | 221/469 [00:21<00:23, 10.45it/s, v_num=9, loss/train=0.182, alignment/train=0.0791, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 47%|████▋ | 221/469 [00:21<00:23, 10.45it/s, v_num=9, loss/train=0.186, alignment/train=0.0709, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 47%|████▋ | 222/469 [00:21<00:23, 10.45it/s, v_num=9, loss/train=0.186, alignment/train=0.0709, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 47%|████▋ | 222/469 [00:21<00:23, 10.45it/s, v_num=9, loss/train=0.194, alignment/train=0.0767, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 48%|████▊ | 223/469 [00:21<00:23, 10.45it/s, v_num=9, loss/train=0.194, alignment/train=0.0767, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 48%|████▊ | 223/469 [00:21<00:23, 10.45it/s, v_num=9, loss/train=0.168, alignment/train=0.0772, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 48%|████▊ | 224/469 [00:21<00:23, 10.46it/s, v_num=9, loss/train=0.168, alignment/train=0.0772, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 48%|████▊ | 224/469 [00:21<00:23, 10.46it/s, v_num=9, loss/train=0.173, alignment/train=0.0756, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 48%|████▊ | 225/469 [00:21<00:23, 10.45it/s, v_num=9, loss/train=0.173, alignment/train=0.0756, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 48%|████▊ | 225/469 [00:21<00:23, 10.45it/s, v_num=9, loss/train=0.190, alignment/train=0.0774, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 48%|████▊ | 226/469 [00:21<00:23, 10.46it/s, v_num=9, loss/train=0.190, alignment/train=0.0774, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 48%|████▊ | 226/469 [00:21<00:23, 10.46it/s, v_num=9, loss/train=0.166, alignment/train=0.068, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 48%|████▊ | 227/469 [00:21<00:23, 10.46it/s, v_num=9, loss/train=0.166, alignment/train=0.068, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 48%|████▊ | 227/469 [00:21<00:23, 10.46it/s, v_num=9, loss/train=0.159, alignment/train=0.0739, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 49%|████▊ | 228/469 [00:21<00:23, 10.46it/s, v_num=9, loss/train=0.159, alignment/train=0.0739, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 49%|████▊ | 228/469 [00:21<00:23, 10.46it/s, v_num=9, loss/train=0.164, alignment/train=0.075, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 49%|████▉ | 229/469 [00:21<00:22, 10.48it/s, v_num=9, loss/train=0.164, alignment/train=0.075, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 49%|████▉ | 229/469 [00:21<00:22, 10.48it/s, v_num=9, loss/train=0.177, alignment/train=0.0722, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 49%|████▉ | 230/469 [00:21<00:22, 10.49it/s, v_num=9, loss/train=0.177, alignment/train=0.0722, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 49%|████▉ | 230/469 [00:21<00:22, 10.49it/s, v_num=9, loss/train=0.165, alignment/train=0.0706, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 49%|████▉ | 231/469 [00:22<00:22, 10.49it/s, v_num=9, loss/train=0.165, alignment/train=0.0706, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 49%|████▉ | 231/469 [00:22<00:22, 10.49it/s, v_num=9, loss/train=0.184, alignment/train=0.0781, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 49%|████▉ | 232/469 [00:22<00:22, 10.47it/s, v_num=9, loss/train=0.184, alignment/train=0.0781, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 49%|████▉ | 232/469 [00:22<00:22, 10.47it/s, v_num=9, loss/train=0.150, alignment/train=0.0735, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 50%|████▉ | 233/469 [00:22<00:22, 10.48it/s, v_num=9, loss/train=0.150, alignment/train=0.0735, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 50%|████▉ | 233/469 [00:22<00:22, 10.48it/s, v_num=9, loss/train=0.172, alignment/train=0.0833, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 50%|████▉ | 234/469 [00:22<00:22, 10.50it/s, v_num=9, loss/train=0.172, alignment/train=0.0833, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 50%|████▉ | 234/469 [00:22<00:22, 10.50it/s, v_num=9, loss/train=0.179, alignment/train=0.0858, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 50%|█████ | 235/469 [00:22<00:22, 10.49it/s, v_num=9, loss/train=0.179, alignment/train=0.0858, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 50%|█████ | 235/469 [00:22<00:22, 10.49it/s, v_num=9, loss/train=0.166, alignment/train=0.0853, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 50%|█████ | 236/469 [00:22<00:22, 10.48it/s, v_num=9, loss/train=0.166, alignment/train=0.0853, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 50%|█████ | 236/469 [00:22<00:22, 10.48it/s, v_num=9, loss/train=0.201, alignment/train=0.0801, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 51%|█████ | 237/469 [00:22<00:22, 10.49it/s, v_num=9, loss/train=0.201, alignment/train=0.0801, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 51%|█████ | 237/469 [00:22<00:22, 10.49it/s, v_num=9, loss/train=0.158, alignment/train=0.0868, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 51%|█████ | 238/469 [00:22<00:21, 10.51it/s, v_num=9, loss/train=0.158, alignment/train=0.0868, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 51%|█████ | 238/469 [00:22<00:21, 10.51it/s, v_num=9, loss/train=0.163, alignment/train=0.0809, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 51%|█████ | 239/469 [00:22<00:21, 10.48it/s, v_num=9, loss/train=0.163, alignment/train=0.0809, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 51%|█████ | 239/469 [00:22<00:21, 10.48it/s, v_num=9, loss/train=0.164, alignment/train=0.0727, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 51%|█████ | 240/469 [00:22<00:21, 10.50it/s, v_num=9, loss/train=0.164, alignment/train=0.0727, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 51%|█████ | 240/469 [00:22<00:21, 10.50it/s, v_num=9, loss/train=0.180, alignment/train=0.0884, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 51%|█████▏ | 241/469 [00:22<00:21, 10.51it/s, v_num=9, loss/train=0.180, alignment/train=0.0884, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 51%|█████▏ | 241/469 [00:22<00:21, 10.51it/s, v_num=9, loss/train=0.177, alignment/train=0.082, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 52%|█████▏ | 242/469 [00:22<00:21, 10.53it/s, v_num=9, loss/train=0.177, alignment/train=0.082, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 52%|█████▏ | 242/469 [00:22<00:21, 10.53it/s, v_num=9, loss/train=0.186, alignment/train=0.0735, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 52%|█████▏ | 243/469 [00:23<00:21, 10.53it/s, v_num=9, loss/train=0.186, alignment/train=0.0735, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 52%|█████▏ | 243/469 [00:23<00:21, 10.53it/s, v_num=9, loss/train=0.164, alignment/train=0.0792, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 52%|█████▏ | 244/469 [00:23<00:21, 10.53it/s, v_num=9, loss/train=0.164, alignment/train=0.0792, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 52%|█████▏ | 244/469 [00:23<00:21, 10.53it/s, v_num=9, loss/train=0.179, alignment/train=0.0837, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 52%|█████▏ | 245/469 [00:23<00:21, 10.52it/s, v_num=9, loss/train=0.179, alignment/train=0.0837, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 52%|█████▏ | 245/469 [00:23<00:21, 10.52it/s, v_num=9, loss/train=0.149, alignment/train=0.0846, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 52%|█████▏ | 246/469 [00:23<00:21, 10.52it/s, v_num=9, loss/train=0.149, alignment/train=0.0846, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 52%|█████▏ | 246/469 [00:23<00:21, 10.52it/s, v_num=9, loss/train=0.175, alignment/train=0.0749, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 53%|█████▎ | 247/469 [00:23<00:21, 10.52it/s, v_num=9, loss/train=0.175, alignment/train=0.0749, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 53%|█████▎ | 247/469 [00:23<00:21, 10.52it/s, v_num=9, loss/train=0.154, alignment/train=0.0783, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 53%|█████▎ | 248/469 [00:23<00:20, 10.54it/s, v_num=9, loss/train=0.154, alignment/train=0.0783, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 53%|█████▎ | 248/469 [00:23<00:20, 10.54it/s, v_num=9, loss/train=0.161, alignment/train=0.0765, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 53%|█████▎ | 249/469 [00:23<00:20, 10.54it/s, v_num=9, loss/train=0.161, alignment/train=0.0765, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 53%|█████▎ | 249/469 [00:23<00:20, 10.54it/s, v_num=9, loss/train=0.183, alignment/train=0.076, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 53%|█████▎ | 250/469 [00:23<00:20, 10.52it/s, v_num=9, loss/train=0.183, alignment/train=0.076, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 53%|█████▎ | 250/469 [00:23<00:20, 10.52it/s, v_num=9, loss/train=0.168, alignment/train=0.0805, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 54%|█████▎ | 251/469 [00:23<00:20, 10.53it/s, v_num=9, loss/train=0.168, alignment/train=0.0805, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 54%|█████▎ | 251/469 [00:23<00:20, 10.53it/s, v_num=9, loss/train=0.186, alignment/train=0.0818, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 54%|█████▎ | 252/469 [00:23<00:20, 10.54it/s, v_num=9, loss/train=0.186, alignment/train=0.0818, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 54%|█████▎ | 252/469 [00:23<00:20, 10.54it/s, v_num=9, loss/train=0.159, alignment/train=0.0714, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 54%|█████▍ | 253/469 [00:23<00:20, 10.54it/s, v_num=9, loss/train=0.159, alignment/train=0.0714, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 54%|█████▍ | 253/469 [00:24<00:20, 10.54it/s, v_num=9, loss/train=0.153, alignment/train=0.0755, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 54%|█████▍ | 254/469 [00:24<00:20, 10.55it/s, v_num=9, loss/train=0.153, alignment/train=0.0755, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 54%|█████▍ | 254/469 [00:24<00:20, 10.55it/s, v_num=9, loss/train=0.213, alignment/train=0.0871, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 54%|█████▍ | 255/469 [00:24<00:20, 10.57it/s, v_num=9, loss/train=0.213, alignment/train=0.0871, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 54%|█████▍ | 255/469 [00:24<00:20, 10.57it/s, v_num=9, loss/train=0.163, alignment/train=0.0755, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 55%|█████▍ | 256/469 [00:24<00:20, 10.58it/s, v_num=9, loss/train=0.163, alignment/train=0.0755, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 55%|█████▍ | 256/469 [00:24<00:20, 10.58it/s, v_num=9, loss/train=0.153, alignment/train=0.0777, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 55%|█████▍ | 257/469 [00:24<00:20, 10.59it/s, v_num=9, loss/train=0.153, alignment/train=0.0777, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 55%|█████▍ | 257/469 [00:24<00:20, 10.59it/s, v_num=9, loss/train=0.166, alignment/train=0.0732, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 55%|█████▌ | 258/469 [00:24<00:19, 10.61it/s, v_num=9, loss/train=0.166, alignment/train=0.0732, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 55%|█████▌ | 258/469 [00:24<00:19, 10.61it/s, v_num=9, loss/train=0.185, alignment/train=0.0926, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 55%|█████▌ | 259/469 [00:24<00:19, 10.60it/s, v_num=9, loss/train=0.185, alignment/train=0.0926, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 55%|█████▌ | 259/469 [00:24<00:19, 10.60it/s, v_num=9, loss/train=0.149, alignment/train=0.0752, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 55%|█████▌ | 260/469 [00:24<00:19, 10.59it/s, v_num=9, loss/train=0.149, alignment/train=0.0752, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 55%|█████▌ | 260/469 [00:24<00:19, 10.59it/s, v_num=9, loss/train=0.137, alignment/train=0.0726, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 56%|█████▌ | 261/469 [00:24<00:19, 10.56it/s, v_num=9, loss/train=0.137, alignment/train=0.0726, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 56%|█████▌ | 261/469 [00:24<00:19, 10.56it/s, v_num=9, loss/train=0.187, alignment/train=0.0726, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 56%|█████▌ | 262/469 [00:24<00:19, 10.56it/s, v_num=9, loss/train=0.187, alignment/train=0.0726, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 56%|█████▌ | 262/469 [00:24<00:19, 10.56it/s, v_num=9, loss/train=0.154, alignment/train=0.0825, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 56%|█████▌ | 263/469 [00:24<00:19, 10.56it/s, v_num=9, loss/train=0.154, alignment/train=0.0825, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 56%|█████▌ | 263/469 [00:24<00:19, 10.56it/s, v_num=9, loss/train=0.148, alignment/train=0.0777, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 56%|█████▋ | 264/469 [00:24<00:19, 10.58it/s, v_num=9, loss/train=0.148, alignment/train=0.0777, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 56%|█████▋ | 264/469 [00:24<00:19, 10.58it/s, v_num=9, loss/train=0.193, alignment/train=0.0786, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 57%|█████▋ | 265/469 [00:25<00:19, 10.57it/s, v_num=9, loss/train=0.193, alignment/train=0.0786, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 57%|█████▋ | 265/469 [00:25<00:19, 10.57it/s, v_num=9, loss/train=0.129, alignment/train=0.0767, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 57%|█████▋ | 266/469 [00:25<00:19, 10.56it/s, v_num=9, loss/train=0.129, alignment/train=0.0767, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 57%|█████▋ | 266/469 [00:25<00:19, 10.56it/s, v_num=9, loss/train=0.194, alignment/train=0.0887, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 57%|█████▋ | 267/469 [00:25<00:19, 10.57it/s, v_num=9, loss/train=0.194, alignment/train=0.0887, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 57%|█████▋ | 267/469 [00:25<00:19, 10.57it/s, v_num=9, loss/train=0.162, alignment/train=0.0823, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 57%|█████▋ | 268/469 [00:25<00:18, 10.59it/s, v_num=9, loss/train=0.162, alignment/train=0.0823, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 57%|█████▋ | 268/469 [00:25<00:18, 10.59it/s, v_num=9, loss/train=0.158, alignment/train=0.0818, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 57%|█████▋ | 269/469 [00:25<00:18, 10.61it/s, v_num=9, loss/train=0.158, alignment/train=0.0818, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 57%|█████▋ | 269/469 [00:25<00:18, 10.60it/s, v_num=9, loss/train=0.130, alignment/train=0.0714, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 58%|█████▊ | 270/469 [00:25<00:18, 10.62it/s, v_num=9, loss/train=0.130, alignment/train=0.0714, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 58%|█████▊ | 270/469 [00:25<00:18, 10.62it/s, v_num=9, loss/train=0.170, alignment/train=0.0789, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 58%|█████▊ | 271/469 [00:25<00:18, 10.63it/s, v_num=9, loss/train=0.170, alignment/train=0.0789, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 58%|█████▊ | 271/469 [00:25<00:18, 10.63it/s, v_num=9, loss/train=0.158, alignment/train=0.0758, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 58%|█████▊ | 272/469 [00:25<00:18, 10.55it/s, v_num=9, loss/train=0.158, alignment/train=0.0758, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 58%|█████▊ | 272/469 [00:25<00:18, 10.55it/s, v_num=9, loss/train=0.184, alignment/train=0.0806, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 58%|█████▊ | 273/469 [00:25<00:18, 10.57it/s, v_num=9, loss/train=0.184, alignment/train=0.0806, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 58%|█████▊ | 273/469 [00:25<00:18, 10.57it/s, v_num=9, loss/train=0.147, alignment/train=0.0731, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 58%|█████▊ | 274/469 [00:25<00:18, 10.59it/s, v_num=9, loss/train=0.147, alignment/train=0.0731, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 58%|█████▊ | 274/469 [00:25<00:18, 10.59it/s, v_num=9, loss/train=0.154, alignment/train=0.0698, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 59%|█████▊ | 275/469 [00:25<00:18, 10.59it/s, v_num=9, loss/train=0.154, alignment/train=0.0698, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 59%|█████▊ | 275/469 [00:25<00:18, 10.59it/s, v_num=9, loss/train=0.168, alignment/train=0.0859, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 59%|█████▉ | 276/469 [00:26<00:18, 10.60it/s, v_num=9, loss/train=0.168, alignment/train=0.0859, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 59%|█████▉ | 276/469 [00:26<00:18, 10.60it/s, v_num=9, loss/train=0.167, alignment/train=0.0826, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 59%|█████▉ | 277/469 [00:26<00:18, 10.60it/s, v_num=9, loss/train=0.167, alignment/train=0.0826, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 59%|█████▉ | 277/469 [00:26<00:18, 10.60it/s, v_num=9, loss/train=0.140, alignment/train=0.0686, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 59%|█████▉ | 278/469 [00:26<00:17, 10.61it/s, v_num=9, loss/train=0.140, alignment/train=0.0686, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 59%|█████▉ | 278/469 [00:26<00:17, 10.61it/s, v_num=9, loss/train=0.160, alignment/train=0.0841, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 59%|█████▉ | 279/469 [00:26<00:17, 10.62it/s, v_num=9, loss/train=0.160, alignment/train=0.0841, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 59%|█████▉ | 279/469 [00:26<00:17, 10.62it/s, v_num=9, loss/train=0.160, alignment/train=0.0699, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 60%|█████▉ | 280/469 [00:26<00:17, 10.61it/s, v_num=9, loss/train=0.160, alignment/train=0.0699, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 60%|█████▉ | 280/469 [00:26<00:17, 10.61it/s, v_num=9, loss/train=0.191, alignment/train=0.0726, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 60%|█████▉ | 281/469 [00:26<00:17, 10.60it/s, v_num=9, loss/train=0.191, alignment/train=0.0726, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 60%|█████▉ | 281/469 [00:26<00:17, 10.60it/s, v_num=9, loss/train=0.161, alignment/train=0.0689, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 60%|██████ | 282/469 [00:26<00:17, 10.61it/s, v_num=9, loss/train=0.161, alignment/train=0.0689, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 60%|██████ | 282/469 [00:26<00:17, 10.61it/s, v_num=9, loss/train=0.158, alignment/train=0.075, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 60%|██████ | 283/469 [00:26<00:17, 10.62it/s, v_num=9, loss/train=0.158, alignment/train=0.075, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 60%|██████ | 283/469 [00:26<00:17, 10.62it/s, v_num=9, loss/train=0.174, alignment/train=0.0758, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 61%|██████ | 284/469 [00:26<00:17, 10.63it/s, v_num=9, loss/train=0.174, alignment/train=0.0758, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 61%|██████ | 284/469 [00:26<00:17, 10.63it/s, v_num=9, loss/train=0.222, alignment/train=0.0755, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 61%|██████ | 285/469 [00:26<00:17, 10.63it/s, v_num=9, loss/train=0.222, alignment/train=0.0755, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 61%|██████ | 285/469 [00:26<00:17, 10.63it/s, v_num=9, loss/train=0.166, alignment/train=0.0835, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 61%|██████ | 286/469 [00:26<00:17, 10.64it/s, v_num=9, loss/train=0.166, alignment/train=0.0835, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 61%|██████ | 286/469 [00:26<00:17, 10.64it/s, v_num=9, loss/train=0.169, alignment/train=0.0794, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 61%|██████ | 287/469 [00:26<00:17, 10.63it/s, v_num=9, loss/train=0.169, alignment/train=0.0794, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 61%|██████ | 287/469 [00:26<00:17, 10.63it/s, v_num=9, loss/train=0.226, alignment/train=0.0764, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 61%|██████▏ | 288/469 [00:27<00:17, 10.63it/s, v_num=9, loss/train=0.226, alignment/train=0.0764, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 61%|██████▏ | 288/469 [00:27<00:17, 10.62it/s, v_num=9, loss/train=0.157, alignment/train=0.0791, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 62%|██████▏ | 289/469 [00:27<00:16, 10.63it/s, v_num=9, loss/train=0.157, alignment/train=0.0791, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 62%|██████▏ | 289/469 [00:27<00:16, 10.63it/s, v_num=9, loss/train=0.195, alignment/train=0.0901, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 62%|██████▏ | 290/469 [00:27<00:16, 10.63it/s, v_num=9, loss/train=0.195, alignment/train=0.0901, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 62%|██████▏ | 290/469 [00:27<00:16, 10.63it/s, v_num=9, loss/train=0.164, alignment/train=0.0754, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 62%|██████▏ | 291/469 [00:27<00:16, 10.64it/s, v_num=9, loss/train=0.164, alignment/train=0.0754, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 62%|██████▏ | 291/469 [00:27<00:16, 10.64it/s, v_num=9, loss/train=0.159, alignment/train=0.0857, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 62%|██████▏ | 292/469 [00:27<00:16, 10.66it/s, v_num=9, loss/train=0.159, alignment/train=0.0857, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 62%|██████▏ | 292/469 [00:27<00:16, 10.66it/s, v_num=9, loss/train=0.148, alignment/train=0.0759, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 62%|██████▏ | 293/469 [00:27<00:16, 10.65it/s, v_num=9, loss/train=0.148, alignment/train=0.0759, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 62%|██████▏ | 293/469 [00:27<00:16, 10.65it/s, v_num=9, loss/train=0.168, alignment/train=0.0791, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 63%|██████▎ | 294/469 [00:27<00:16, 10.62it/s, v_num=9, loss/train=0.168, alignment/train=0.0791, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 63%|██████▎ | 294/469 [00:27<00:16, 10.62it/s, v_num=9, loss/train=0.169, alignment/train=0.0774, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 63%|██████▎ | 295/469 [00:27<00:16, 10.63it/s, v_num=9, loss/train=0.169, alignment/train=0.0774, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 63%|██████▎ | 295/469 [00:27<00:16, 10.63it/s, v_num=9, loss/train=0.158, alignment/train=0.0666, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 63%|██████▎ | 296/469 [00:27<00:16, 10.65it/s, v_num=9, loss/train=0.158, alignment/train=0.0666, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 63%|██████▎ | 296/469 [00:27<00:16, 10.65it/s, v_num=9, loss/train=0.184, alignment/train=0.0778, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 63%|██████▎ | 297/469 [00:27<00:16, 10.66it/s, v_num=9, loss/train=0.184, alignment/train=0.0778, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 63%|██████▎ | 297/469 [00:27<00:16, 10.66it/s, v_num=9, loss/train=0.154, alignment/train=0.0826, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 64%|██████▎ | 298/469 [00:27<00:16, 10.68it/s, v_num=9, loss/train=0.154, alignment/train=0.0826, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 64%|██████▎ | 298/469 [00:27<00:16, 10.68it/s, v_num=9, loss/train=0.160, alignment/train=0.0815, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 64%|██████▍ | 299/469 [00:28<00:15, 10.67it/s, v_num=9, loss/train=0.160, alignment/train=0.0815, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 64%|██████▍ | 299/469 [00:28<00:15, 10.67it/s, v_num=9, loss/train=0.174, alignment/train=0.0857, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 64%|██████▍ | 300/469 [00:28<00:15, 10.65it/s, v_num=9, loss/train=0.174, alignment/train=0.0857, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 64%|██████▍ | 300/469 [00:28<00:15, 10.65it/s, v_num=9, loss/train=0.187, alignment/train=0.0714, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 64%|██████▍ | 301/469 [00:28<00:15, 10.66it/s, v_num=9, loss/train=0.187, alignment/train=0.0714, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 64%|██████▍ | 301/469 [00:28<00:15, 10.66it/s, v_num=9, loss/train=0.134, alignment/train=0.0809, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 64%|██████▍ | 302/469 [00:28<00:15, 10.67it/s, v_num=9, loss/train=0.134, alignment/train=0.0809, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 64%|██████▍ | 302/469 [00:28<00:15, 10.67it/s, v_num=9, loss/train=0.160, alignment/train=0.0753, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 65%|██████▍ | 303/469 [00:28<00:15, 10.67it/s, v_num=9, loss/train=0.160, alignment/train=0.0753, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 65%|██████▍ | 303/469 [00:28<00:15, 10.66it/s, v_num=9, loss/train=0.184, alignment/train=0.087, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 65%|██████▍ | 304/469 [00:28<00:15, 10.63it/s, v_num=9, loss/train=0.184, alignment/train=0.087, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 65%|██████▍ | 304/469 [00:28<00:15, 10.63it/s, v_num=9, loss/train=0.151, alignment/train=0.0717, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 65%|██████▌ | 305/469 [00:28<00:15, 10.65it/s, v_num=9, loss/train=0.151, alignment/train=0.0717, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 65%|██████▌ | 305/469 [00:28<00:15, 10.65it/s, v_num=9, loss/train=0.199, alignment/train=0.0899, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 65%|██████▌ | 306/469 [00:28<00:15, 10.64it/s, v_num=9, loss/train=0.199, alignment/train=0.0899, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 65%|██████▌ | 306/469 [00:28<00:15, 10.64it/s, v_num=9, loss/train=0.179, alignment/train=0.0798, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 65%|██████▌ | 307/469 [00:28<00:15, 10.64it/s, v_num=9, loss/train=0.179, alignment/train=0.0798, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 65%|██████▌ | 307/469 [00:28<00:15, 10.64it/s, v_num=9, loss/train=0.138, alignment/train=0.0653, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 66%|██████▌ | 308/469 [00:28<00:15, 10.64it/s, v_num=9, loss/train=0.138, alignment/train=0.0653, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 66%|██████▌ | 308/469 [00:28<00:15, 10.64it/s, v_num=9, loss/train=0.164, alignment/train=0.081, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 66%|██████▌ | 309/469 [00:29<00:15, 10.65it/s, v_num=9, loss/train=0.164, alignment/train=0.081, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 66%|██████▌ | 309/469 [00:29<00:15, 10.65it/s, v_num=9, loss/train=0.205, alignment/train=0.0965, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 66%|██████▌ | 310/469 [00:29<00:14, 10.67it/s, v_num=9, loss/train=0.205, alignment/train=0.0965, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 66%|██████▌ | 310/469 [00:29<00:14, 10.66it/s, v_num=9, loss/train=0.186, alignment/train=0.0761, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 66%|██████▋ | 311/469 [00:29<00:14, 10.66it/s, v_num=9, loss/train=0.186, alignment/train=0.0761, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 66%|██████▋ | 311/469 [00:29<00:14, 10.66it/s, v_num=9, loss/train=0.192, alignment/train=0.0811, uniformity/train=-3.57, contrastive_acc/train=0.988, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 67%|██████▋ | 312/469 [00:29<00:14, 10.67it/s, v_num=9, loss/train=0.192, alignment/train=0.0811, uniformity/train=-3.57, contrastive_acc/train=0.988, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 67%|██████▋ | 312/469 [00:29<00:14, 10.67it/s, v_num=9, loss/train=0.169, alignment/train=0.0941, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 67%|██████▋ | 313/469 [00:29<00:14, 10.65it/s, v_num=9, loss/train=0.169, alignment/train=0.0941, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 67%|██████▋ | 313/469 [00:29<00:14, 10.65it/s, v_num=9, loss/train=0.167, alignment/train=0.0822, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 67%|██████▋ | 314/469 [00:29<00:14, 10.64it/s, v_num=9, loss/train=0.167, alignment/train=0.0822, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 67%|██████▋ | 314/469 [00:29<00:14, 10.64it/s, v_num=9, loss/train=0.130, alignment/train=0.0788, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 67%|██████▋ | 315/469 [00:29<00:14, 10.65it/s, v_num=9, loss/train=0.130, alignment/train=0.0788, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 67%|██████▋ | 315/469 [00:29<00:14, 10.65it/s, v_num=9, loss/train=0.234, alignment/train=0.0887, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 67%|██████▋ | 316/469 [00:29<00:14, 10.66it/s, v_num=9, loss/train=0.234, alignment/train=0.0887, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 67%|██████▋ | 316/469 [00:29<00:14, 10.66it/s, v_num=9, loss/train=0.158, alignment/train=0.0875, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 68%|██████▊ | 317/469 [00:29<00:14, 10.67it/s, v_num=9, loss/train=0.158, alignment/train=0.0875, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 68%|██████▊ | 317/469 [00:29<00:14, 10.67it/s, v_num=9, loss/train=0.162, alignment/train=0.0736, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 68%|██████▊ | 318/469 [00:29<00:14, 10.67it/s, v_num=9, loss/train=0.162, alignment/train=0.0736, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 68%|██████▊ | 318/469 [00:29<00:14, 10.67it/s, v_num=9, loss/train=0.181, alignment/train=0.0684, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 68%|██████▊ | 319/469 [00:29<00:14, 10.67it/s, v_num=9, loss/train=0.181, alignment/train=0.0684, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 68%|██████▊ | 319/469 [00:29<00:14, 10.67it/s, v_num=9, loss/train=0.146, alignment/train=0.0751, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 68%|██████▊ | 320/469 [00:30<00:13, 10.65it/s, v_num=9, loss/train=0.146, alignment/train=0.0751, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 68%|██████▊ | 320/469 [00:30<00:13, 10.65it/s, v_num=9, loss/train=0.169, alignment/train=0.0839, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 68%|██████▊ | 321/469 [00:30<00:13, 10.66it/s, v_num=9, loss/train=0.169, alignment/train=0.0839, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 68%|██████▊ | 321/469 [00:30<00:13, 10.66it/s, v_num=9, loss/train=0.170, alignment/train=0.0922, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 69%|██████▊ | 322/469 [00:30<00:13, 10.68it/s, v_num=9, loss/train=0.170, alignment/train=0.0922, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 69%|██████▊ | 322/469 [00:30<00:13, 10.68it/s, v_num=9, loss/train=0.172, alignment/train=0.0797, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 69%|██████▉ | 323/469 [00:30<00:13, 10.65it/s, v_num=9, loss/train=0.172, alignment/train=0.0797, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 69%|██████▉ | 323/469 [00:30<00:13, 10.65it/s, v_num=9, loss/train=0.194, alignment/train=0.0823, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 69%|██████▉ | 324/469 [00:30<00:13, 10.65it/s, v_num=9, loss/train=0.194, alignment/train=0.0823, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 69%|██████▉ | 324/469 [00:30<00:13, 10.65it/s, v_num=9, loss/train=0.155, alignment/train=0.074, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 69%|██████▉ | 325/469 [00:30<00:13, 10.66it/s, v_num=9, loss/train=0.155, alignment/train=0.074, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 69%|██████▉ | 325/469 [00:30<00:13, 10.66it/s, v_num=9, loss/train=0.183, alignment/train=0.0866, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 70%|██████▉ | 326/469 [00:30<00:13, 10.67it/s, v_num=9, loss/train=0.183, alignment/train=0.0866, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 70%|██████▉ | 326/469 [00:30<00:13, 10.67it/s, v_num=9, loss/train=0.158, alignment/train=0.0746, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 70%|██████▉ | 327/469 [00:30<00:13, 10.67it/s, v_num=9, loss/train=0.158, alignment/train=0.0746, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 70%|██████▉ | 327/469 [00:30<00:13, 10.67it/s, v_num=9, loss/train=0.173, alignment/train=0.0786, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 70%|██████▉ | 328/469 [00:30<00:13, 10.68it/s, v_num=9, loss/train=0.173, alignment/train=0.0786, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 70%|██████▉ | 328/469 [00:30<00:13, 10.67it/s, v_num=9, loss/train=0.174, alignment/train=0.0773, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 70%|███████ | 329/469 [00:30<00:13, 10.67it/s, v_num=9, loss/train=0.174, alignment/train=0.0773, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 70%|███████ | 329/469 [00:30<00:13, 10.67it/s, v_num=9, loss/train=0.195, alignment/train=0.0716, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 70%|███████ | 330/469 [00:30<00:13, 10.68it/s, v_num=9, loss/train=0.195, alignment/train=0.0716, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 70%|███████ | 330/469 [00:30<00:13, 10.68it/s, v_num=9, loss/train=0.162, alignment/train=0.080, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 71%|███████ | 331/469 [00:31<00:12, 10.67it/s, v_num=9, loss/train=0.162, alignment/train=0.080, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 71%|███████ | 331/469 [00:31<00:12, 10.67it/s, v_num=9, loss/train=0.164, alignment/train=0.0901, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 71%|███████ | 332/469 [00:31<00:12, 10.67it/s, v_num=9, loss/train=0.164, alignment/train=0.0901, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 71%|███████ | 332/469 [00:31<00:12, 10.67it/s, v_num=9, loss/train=0.176, alignment/train=0.0787, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 71%|███████ | 333/469 [00:31<00:12, 10.67it/s, v_num=9, loss/train=0.176, alignment/train=0.0787, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 71%|███████ | 333/469 [00:31<00:12, 10.67it/s, v_num=9, loss/train=0.166, alignment/train=0.0838, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 71%|███████ | 334/469 [00:31<00:12, 10.67it/s, v_num=9, loss/train=0.166, alignment/train=0.0838, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 71%|███████ | 334/469 [00:31<00:12, 10.67it/s, v_num=9, loss/train=0.214, alignment/train=0.0825, uniformity/train=-3.54, contrastive_acc/train=0.988, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 71%|███████▏ | 335/469 [00:31<00:12, 10.68it/s, v_num=9, loss/train=0.214, alignment/train=0.0825, uniformity/train=-3.54, contrastive_acc/train=0.988, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 71%|███████▏ | 335/469 [00:31<00:12, 10.68it/s, v_num=9, loss/train=0.169, alignment/train=0.0885, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 72%|███████▏ | 336/469 [00:31<00:12, 10.68it/s, v_num=9, loss/train=0.169, alignment/train=0.0885, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 72%|███████▏ | 336/469 [00:31<00:12, 10.68it/s, v_num=9, loss/train=0.173, alignment/train=0.0778, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 72%|███████▏ | 337/469 [00:31<00:12, 10.69it/s, v_num=9, loss/train=0.173, alignment/train=0.0778, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 72%|███████▏ | 337/469 [00:31<00:12, 10.69it/s, v_num=9, loss/train=0.177, alignment/train=0.0844, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 72%|███████▏ | 338/469 [00:31<00:12, 10.70it/s, v_num=9, loss/train=0.177, alignment/train=0.0844, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 72%|███████▏ | 338/469 [00:31<00:12, 10.70it/s, v_num=9, loss/train=0.169, alignment/train=0.0724, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 72%|███████▏ | 339/469 [00:31<00:12, 10.70it/s, v_num=9, loss/train=0.169, alignment/train=0.0724, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 72%|███████▏ | 339/469 [00:31<00:12, 10.70it/s, v_num=9, loss/train=0.164, alignment/train=0.0913, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 72%|███████▏ | 340/469 [00:31<00:12, 10.70it/s, v_num=9, loss/train=0.164, alignment/train=0.0913, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 72%|███████▏ | 340/469 [00:31<00:12, 10.70it/s, v_num=9, loss/train=0.183, alignment/train=0.0799, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 73%|███████▎ | 341/469 [00:31<00:11, 10.68it/s, v_num=9, loss/train=0.183, alignment/train=0.0799, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 73%|███████▎ | 341/469 [00:31<00:11, 10.68it/s, v_num=9, loss/train=0.146, alignment/train=0.0859, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 73%|███████▎ | 342/469 [00:31<00:11, 10.70it/s, v_num=9, loss/train=0.146, alignment/train=0.0859, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 73%|███████▎ | 342/469 [00:31<00:11, 10.70it/s, v_num=9, loss/train=0.162, alignment/train=0.0726, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 73%|███████▎ | 343/469 [00:32<00:11, 10.69it/s, v_num=9, loss/train=0.162, alignment/train=0.0726, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 73%|███████▎ | 343/469 [00:32<00:11, 10.69it/s, v_num=9, loss/train=0.182, alignment/train=0.0836, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 73%|███████▎ | 344/469 [00:32<00:11, 10.69it/s, v_num=9, loss/train=0.182, alignment/train=0.0836, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 73%|███████▎ | 344/469 [00:32<00:11, 10.69it/s, v_num=9, loss/train=0.182, alignment/train=0.0792, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 74%|███████▎ | 345/469 [00:32<00:11, 10.70it/s, v_num=9, loss/train=0.182, alignment/train=0.0792, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 74%|███████▎ | 345/469 [00:32<00:11, 10.70it/s, v_num=9, loss/train=0.170, alignment/train=0.0796, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 74%|███████▍ | 346/469 [00:32<00:11, 10.71it/s, v_num=9, loss/train=0.170, alignment/train=0.0796, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 74%|███████▍ | 346/469 [00:32<00:11, 10.71it/s, v_num=9, loss/train=0.202, alignment/train=0.0859, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 74%|███████▍ | 347/469 [00:32<00:11, 10.70it/s, v_num=9, loss/train=0.202, alignment/train=0.0859, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 74%|███████▍ | 347/469 [00:32<00:11, 10.70it/s, v_num=9, loss/train=0.188, alignment/train=0.0734, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 74%|███████▍ | 348/469 [00:32<00:11, 10.72it/s, v_num=9, loss/train=0.188, alignment/train=0.0734, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 74%|███████▍ | 348/469 [00:32<00:11, 10.71it/s, v_num=9, loss/train=0.139, alignment/train=0.0737, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 74%|███████▍ | 349/469 [00:32<00:11, 10.72it/s, v_num=9, loss/train=0.139, alignment/train=0.0737, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 74%|███████▍ | 349/469 [00:32<00:11, 10.72it/s, v_num=9, loss/train=0.176, alignment/train=0.0863, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 75%|███████▍ | 350/469 [00:32<00:11, 10.72it/s, v_num=9, loss/train=0.176, alignment/train=0.0863, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 75%|███████▍ | 350/469 [00:32<00:11, 10.72it/s, v_num=9, loss/train=0.197, alignment/train=0.0824, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 75%|███████▍ | 351/469 [00:32<00:11, 10.73it/s, v_num=9, loss/train=0.197, alignment/train=0.0824, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 75%|███████▍ | 351/469 [00:32<00:11, 10.73it/s, v_num=9, loss/train=0.169, alignment/train=0.0817, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 75%|███████▌ | 352/469 [00:32<00:10, 10.70it/s, v_num=9, loss/train=0.169, alignment/train=0.0817, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 75%|███████▌ | 352/469 [00:32<00:10, 10.70it/s, v_num=9, loss/train=0.148, alignment/train=0.0706, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 75%|███████▌ | 353/469 [00:33<00:10, 10.70it/s, v_num=9, loss/train=0.148, alignment/train=0.0706, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 75%|███████▌ | 353/469 [00:33<00:10, 10.70it/s, v_num=9, loss/train=0.212, alignment/train=0.0818, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 75%|███████▌ | 354/469 [00:33<00:10, 10.71it/s, v_num=9, loss/train=0.212, alignment/train=0.0818, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 75%|███████▌ | 354/469 [00:33<00:10, 10.71it/s, v_num=9, loss/train=0.166, alignment/train=0.075, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 76%|███████▌ | 355/469 [00:33<00:10, 10.72it/s, v_num=9, loss/train=0.166, alignment/train=0.075, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 76%|███████▌ | 355/469 [00:33<00:10, 10.72it/s, v_num=9, loss/train=0.169, alignment/train=0.0774, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 76%|███████▌ | 356/469 [00:33<00:10, 10.71it/s, v_num=9, loss/train=0.169, alignment/train=0.0774, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 76%|███████▌ | 356/469 [00:33<00:10, 10.71it/s, v_num=9, loss/train=0.174, alignment/train=0.070, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 76%|███████▌ | 357/469 [00:33<00:10, 10.71it/s, v_num=9, loss/train=0.174, alignment/train=0.070, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 76%|███████▌ | 357/469 [00:33<00:10, 10.71it/s, v_num=9, loss/train=0.174, alignment/train=0.0873, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 76%|███████▋ | 358/469 [00:33<00:10, 10.72it/s, v_num=9, loss/train=0.174, alignment/train=0.0873, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 76%|███████▋ | 358/469 [00:33<00:10, 10.72it/s, v_num=9, loss/train=0.168, alignment/train=0.0742, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 77%|███████▋ | 359/469 [00:33<00:10, 10.72it/s, v_num=9, loss/train=0.168, alignment/train=0.0742, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 77%|███████▋ | 359/469 [00:33<00:10, 10.72it/s, v_num=9, loss/train=0.166, alignment/train=0.0772, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 77%|███████▋ | 360/469 [00:33<00:10, 10.73it/s, v_num=9, loss/train=0.166, alignment/train=0.0772, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 77%|███████▋ | 360/469 [00:33<00:10, 10.73it/s, v_num=9, loss/train=0.144, alignment/train=0.0713, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 77%|███████▋ | 361/469 [00:33<00:10, 10.74it/s, v_num=9, loss/train=0.144, alignment/train=0.0713, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 77%|███████▋ | 361/469 [00:33<00:10, 10.74it/s, v_num=9, loss/train=0.176, alignment/train=0.0913, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 77%|███████▋ | 362/469 [00:33<00:09, 10.70it/s, v_num=9, loss/train=0.176, alignment/train=0.0913, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 77%|███████▋ | 362/469 [00:33<00:09, 10.70it/s, v_num=9, loss/train=0.155, alignment/train=0.0709, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 77%|███████▋ | 363/469 [00:33<00:09, 10.71it/s, v_num=9, loss/train=0.155, alignment/train=0.0709, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 77%|███████▋ | 363/469 [00:33<00:09, 10.71it/s, v_num=9, loss/train=0.174, alignment/train=0.0806, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 78%|███████▊ | 364/469 [00:33<00:09, 10.72it/s, v_num=9, loss/train=0.174, alignment/train=0.0806, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 78%|███████▊ | 364/469 [00:33<00:09, 10.72it/s, v_num=9, loss/train=0.175, alignment/train=0.0666, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 78%|███████▊ | 365/469 [00:34<00:09, 10.72it/s, v_num=9, loss/train=0.175, alignment/train=0.0666, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 78%|███████▊ | 365/469 [00:34<00:09, 10.72it/s, v_num=9, loss/train=0.165, alignment/train=0.0852, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 78%|███████▊ | 366/469 [00:34<00:09, 10.72it/s, v_num=9, loss/train=0.165, alignment/train=0.0852, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 78%|███████▊ | 366/469 [00:34<00:09, 10.72it/s, v_num=9, loss/train=0.181, alignment/train=0.0738, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 78%|███████▊ | 367/469 [00:34<00:09, 10.72it/s, v_num=9, loss/train=0.181, alignment/train=0.0738, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 78%|███████▊ | 367/469 [00:34<00:09, 10.72it/s, v_num=9, loss/train=0.164, alignment/train=0.0689, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 78%|███████▊ | 368/469 [00:34<00:09, 10.73it/s, v_num=9, loss/train=0.164, alignment/train=0.0689, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 78%|███████▊ | 368/469 [00:34<00:09, 10.73it/s, v_num=9, loss/train=0.155, alignment/train=0.076, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 79%|███████▊ | 369/469 [00:34<00:09, 10.74it/s, v_num=9, loss/train=0.155, alignment/train=0.076, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 79%|███████▊ | 369/469 [00:34<00:09, 10.74it/s, v_num=9, loss/train=0.196, alignment/train=0.0922, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 79%|███████▉ | 370/469 [00:34<00:09, 10.73it/s, v_num=9, loss/train=0.196, alignment/train=0.0922, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 79%|███████▉ | 370/469 [00:34<00:09, 10.73it/s, v_num=9, loss/train=0.143, alignment/train=0.0672, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 79%|███████▉ | 371/469 [00:34<00:09, 10.74it/s, v_num=9, loss/train=0.143, alignment/train=0.0672, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 79%|███████▉ | 371/469 [00:34<00:09, 10.74it/s, v_num=9, loss/train=0.178, alignment/train=0.0718, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 79%|███████▉ | 372/469 [00:34<00:09, 10.74it/s, v_num=9, loss/train=0.178, alignment/train=0.0718, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 79%|███████▉ | 372/469 [00:34<00:09, 10.74it/s, v_num=9, loss/train=0.153, alignment/train=0.0788, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 80%|███████▉ | 373/469 [00:34<00:08, 10.73it/s, v_num=9, loss/train=0.153, alignment/train=0.0788, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 80%|███████▉ | 373/469 [00:34<00:08, 10.73it/s, v_num=9, loss/train=0.173, alignment/train=0.0825, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 80%|███████▉ | 374/469 [00:34<00:08, 10.74it/s, v_num=9, loss/train=0.173, alignment/train=0.0825, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 80%|███████▉ | 374/469 [00:34<00:08, 10.74it/s, v_num=9, loss/train=0.182, alignment/train=0.0789, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 80%|███████▉ | 375/469 [00:34<00:08, 10.73it/s, v_num=9, loss/train=0.182, alignment/train=0.0789, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 80%|███████▉ | 375/469 [00:34<00:08, 10.73it/s, v_num=9, loss/train=0.169, alignment/train=0.0898, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 80%|████████ | 376/469 [00:35<00:08, 10.73it/s, v_num=9, loss/train=0.169, alignment/train=0.0898, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 80%|████████ | 376/469 [00:35<00:08, 10.73it/s, v_num=9, loss/train=0.180, alignment/train=0.0808, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 80%|████████ | 377/469 [00:35<00:08, 10.74it/s, v_num=9, loss/train=0.180, alignment/train=0.0808, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 80%|████████ | 377/469 [00:35<00:08, 10.74it/s, v_num=9, loss/train=0.179, alignment/train=0.081, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 81%|████████ | 378/469 [00:35<00:08, 10.75it/s, v_num=9, loss/train=0.179, alignment/train=0.081, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 81%|████████ | 378/469 [00:35<00:08, 10.75it/s, v_num=9, loss/train=0.177, alignment/train=0.0687, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 81%|████████ | 379/469 [00:35<00:08, 10.73it/s, v_num=9, loss/train=0.177, alignment/train=0.0687, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 81%|████████ | 379/469 [00:35<00:08, 10.73it/s, v_num=9, loss/train=0.167, alignment/train=0.0764, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 81%|████████ | 380/469 [00:35<00:08, 10.73it/s, v_num=9, loss/train=0.167, alignment/train=0.0764, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 81%|████████ | 380/469 [00:35<00:08, 10.73it/s, v_num=9, loss/train=0.163, alignment/train=0.078, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 81%|████████ | 381/469 [00:35<00:08, 10.74it/s, v_num=9, loss/train=0.163, alignment/train=0.078, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 81%|████████ | 381/469 [00:35<00:08, 10.74it/s, v_num=9, loss/train=0.199, alignment/train=0.0875, uniformity/train=-3.54, contrastive_acc/train=0.988, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 81%|████████▏ | 382/469 [00:35<00:08, 10.75it/s, v_num=9, loss/train=0.199, alignment/train=0.0875, uniformity/train=-3.54, contrastive_acc/train=0.988, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 81%|████████▏ | 382/469 [00:35<00:08, 10.75it/s, v_num=9, loss/train=0.158, alignment/train=0.0783, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 82%|████████▏ | 383/469 [00:35<00:07, 10.76it/s, v_num=9, loss/train=0.158, alignment/train=0.0783, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 82%|████████▏ | 383/469 [00:35<00:07, 10.76it/s, v_num=9, loss/train=0.184, alignment/train=0.0799, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 82%|████████▏ | 384/469 [00:35<00:07, 10.74it/s, v_num=9, loss/train=0.184, alignment/train=0.0799, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 82%|████████▏ | 384/469 [00:35<00:07, 10.74it/s, v_num=9, loss/train=0.148, alignment/train=0.0799, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 82%|████████▏ | 385/469 [00:35<00:07, 10.74it/s, v_num=9, loss/train=0.148, alignment/train=0.0799, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 82%|████████▏ | 385/469 [00:35<00:07, 10.74it/s, v_num=9, loss/train=0.215, alignment/train=0.0829, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 82%|████████▏ | 386/469 [00:35<00:07, 10.73it/s, v_num=9, loss/train=0.215, alignment/train=0.0829, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 82%|████████▏ | 386/469 [00:35<00:07, 10.73it/s, v_num=9, loss/train=0.194, alignment/train=0.0796, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 83%|████████▎ | 387/469 [00:36<00:07, 10.74it/s, v_num=9, loss/train=0.194, alignment/train=0.0796, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 83%|████████▎ | 387/469 [00:36<00:07, 10.74it/s, v_num=9, loss/train=0.209, alignment/train=0.0756, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 83%|████████▎ | 388/469 [00:36<00:07, 10.75it/s, v_num=9, loss/train=0.209, alignment/train=0.0756, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 83%|████████▎ | 388/469 [00:36<00:07, 10.75it/s, v_num=9, loss/train=0.153, alignment/train=0.0826, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 83%|████████▎ | 389/469 [00:36<00:07, 10.76it/s, v_num=9, loss/train=0.153, alignment/train=0.0826, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 83%|████████▎ | 389/469 [00:36<00:07, 10.76it/s, v_num=9, loss/train=0.185, alignment/train=0.0758, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 83%|████████▎ | 390/469 [00:36<00:07, 10.76it/s, v_num=9, loss/train=0.185, alignment/train=0.0758, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 83%|████████▎ | 390/469 [00:36<00:07, 10.76it/s, v_num=9, loss/train=0.160, alignment/train=0.0787, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 83%|████████▎ | 391/469 [00:36<00:07, 10.76it/s, v_num=9, loss/train=0.160, alignment/train=0.0787, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 83%|████████▎ | 391/469 [00:36<00:07, 10.76it/s, v_num=9, loss/train=0.173, alignment/train=0.0835, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 84%|████████▎ | 392/469 [00:36<00:07, 10.76it/s, v_num=9, loss/train=0.173, alignment/train=0.0835, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 84%|████████▎ | 392/469 [00:36<00:07, 10.76it/s, v_num=9, loss/train=0.184, alignment/train=0.0861, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 84%|████████▍ | 393/469 [00:36<00:07, 10.75it/s, v_num=9, loss/train=0.184, alignment/train=0.0861, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 84%|████████▍ | 393/469 [00:36<00:07, 10.75it/s, v_num=9, loss/train=0.211, alignment/train=0.086, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 84%|████████▍ | 394/469 [00:36<00:06, 10.75it/s, v_num=9, loss/train=0.211, alignment/train=0.086, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 84%|████████▍ | 394/469 [00:36<00:06, 10.75it/s, v_num=9, loss/train=0.201, alignment/train=0.0764, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 84%|████████▍ | 395/469 [00:36<00:06, 10.76it/s, v_num=9, loss/train=0.201, alignment/train=0.0764, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 84%|████████▍ | 395/469 [00:36<00:06, 10.76it/s, v_num=9, loss/train=0.140, alignment/train=0.069, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 84%|████████▍ | 396/469 [00:36<00:06, 10.76it/s, v_num=9, loss/train=0.140, alignment/train=0.069, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 84%|████████▍ | 396/469 [00:36<00:06, 10.76it/s, v_num=9, loss/train=0.148, alignment/train=0.0749, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 85%|████████▍ | 397/469 [00:36<00:06, 10.76it/s, v_num=9, loss/train=0.148, alignment/train=0.0749, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 85%|████████▍ | 397/469 [00:36<00:06, 10.76it/s, v_num=9, loss/train=0.162, alignment/train=0.0671, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 85%|████████▍ | 398/469 [00:37<00:06, 10.75it/s, v_num=9, loss/train=0.162, alignment/train=0.0671, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 85%|████████▍ | 398/469 [00:37<00:06, 10.75it/s, v_num=9, loss/train=0.205, alignment/train=0.0805, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 85%|████████▌ | 399/469 [00:37<00:06, 10.75it/s, v_num=9, loss/train=0.205, alignment/train=0.0805, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 85%|████████▌ | 399/469 [00:37<00:06, 10.75it/s, v_num=9, loss/train=0.171, alignment/train=0.0798, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 85%|████████▌ | 400/469 [00:37<00:06, 10.75it/s, v_num=9, loss/train=0.171, alignment/train=0.0798, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 85%|████████▌ | 400/469 [00:37<00:06, 10.75it/s, v_num=9, loss/train=0.162, alignment/train=0.0749, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 86%|████████▌ | 401/469 [00:37<00:06, 10.76it/s, v_num=9, loss/train=0.162, alignment/train=0.0749, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 86%|████████▌ | 401/469 [00:37<00:06, 10.76it/s, v_num=9, loss/train=0.155, alignment/train=0.0762, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 86%|████████▌ | 402/469 [00:37<00:06, 10.76it/s, v_num=9, loss/train=0.155, alignment/train=0.0762, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 86%|████████▌ | 402/469 [00:37<00:06, 10.76it/s, v_num=9, loss/train=0.181, alignment/train=0.0799, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 86%|████████▌ | 403/469 [00:37<00:06, 10.77it/s, v_num=9, loss/train=0.181, alignment/train=0.0799, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 86%|████████▌ | 403/469 [00:37<00:06, 10.77it/s, v_num=9, loss/train=0.199, alignment/train=0.0793, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 86%|████████▌ | 404/469 [00:37<00:06, 10.77it/s, v_num=9, loss/train=0.199, alignment/train=0.0793, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 86%|████████▌ | 404/469 [00:37<00:06, 10.77it/s, v_num=9, loss/train=0.168, alignment/train=0.0859, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 86%|████████▋ | 405/469 [00:37<00:05, 10.78it/s, v_num=9, loss/train=0.168, alignment/train=0.0859, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 86%|████████▋ | 405/469 [00:37<00:05, 10.78it/s, v_num=9, loss/train=0.190, alignment/train=0.077, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 87%|████████▋ | 406/469 [00:37<00:05, 10.77it/s, v_num=9, loss/train=0.190, alignment/train=0.077, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 87%|████████▋ | 406/469 [00:37<00:05, 10.77it/s, v_num=9, loss/train=0.203, alignment/train=0.0724, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 87%|████████▋ | 407/469 [00:37<00:05, 10.77it/s, v_num=9, loss/train=0.203, alignment/train=0.0724, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 87%|████████▋ | 407/469 [00:37<00:05, 10.77it/s, v_num=9, loss/train=0.150, alignment/train=0.0738, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 87%|████████▋ | 408/469 [00:37<00:05, 10.78it/s, v_num=9, loss/train=0.150, alignment/train=0.0738, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 87%|████████▋ | 408/469 [00:37<00:05, 10.78it/s, v_num=9, loss/train=0.164, alignment/train=0.078, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 87%|████████▋ | 409/469 [00:37<00:05, 10.79it/s, v_num=9, loss/train=0.164, alignment/train=0.078, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 87%|████████▋ | 409/469 [00:37<00:05, 10.79it/s, v_num=9, loss/train=0.164, alignment/train=0.0818, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 87%|████████▋ | 410/469 [00:38<00:05, 10.77it/s, v_num=9, loss/train=0.164, alignment/train=0.0818, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 87%|████████▋ | 410/469 [00:38<00:05, 10.77it/s, v_num=9, loss/train=0.168, alignment/train=0.0739, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 88%|████████▊ | 411/469 [00:38<00:05, 10.77it/s, v_num=9, loss/train=0.168, alignment/train=0.0739, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 88%|████████▊ | 411/469 [00:38<00:05, 10.77it/s, v_num=9, loss/train=0.170, alignment/train=0.0822, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 88%|████████▊ | 412/469 [00:38<00:05, 10.77it/s, v_num=9, loss/train=0.170, alignment/train=0.0822, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 88%|████████▊ | 412/469 [00:38<00:05, 10.77it/s, v_num=9, loss/train=0.162, alignment/train=0.0731, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 88%|████████▊ | 413/469 [00:38<00:05, 10.78it/s, v_num=9, loss/train=0.162, alignment/train=0.0731, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 88%|████████▊ | 413/469 [00:38<00:05, 10.78it/s, v_num=9, loss/train=0.174, alignment/train=0.0859, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 88%|████████▊ | 414/469 [00:38<00:05, 10.76it/s, v_num=9, loss/train=0.174, alignment/train=0.0859, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 88%|████████▊ | 414/469 [00:38<00:05, 10.76it/s, v_num=9, loss/train=0.152, alignment/train=0.0742, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 88%|████████▊ | 415/469 [00:38<00:05, 10.77it/s, v_num=9, loss/train=0.152, alignment/train=0.0742, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 88%|████████▊ | 415/469 [00:38<00:05, 10.77it/s, v_num=9, loss/train=0.172, alignment/train=0.0858, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 89%|████████▊ | 416/469 [00:38<00:04, 10.78it/s, v_num=9, loss/train=0.172, alignment/train=0.0858, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 89%|████████▊ | 416/469 [00:38<00:04, 10.78it/s, v_num=9, loss/train=0.179, alignment/train=0.084, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 89%|████████▉ | 417/469 [00:38<00:04, 10.77it/s, v_num=9, loss/train=0.179, alignment/train=0.084, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 89%|████████▉ | 417/469 [00:38<00:04, 10.77it/s, v_num=9, loss/train=0.179, alignment/train=0.0762, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 89%|████████▉ | 418/469 [00:38<00:04, 10.77it/s, v_num=9, loss/train=0.179, alignment/train=0.0762, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 89%|████████▉ | 418/469 [00:38<00:04, 10.77it/s, v_num=9, loss/train=0.171, alignment/train=0.084, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 89%|████████▉ | 419/469 [00:38<00:04, 10.77it/s, v_num=9, loss/train=0.171, alignment/train=0.084, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 89%|████████▉ | 419/469 [00:38<00:04, 10.77it/s, v_num=9, loss/train=0.147, alignment/train=0.0717, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 90%|████████▉ | 420/469 [00:38<00:04, 10.78it/s, v_num=9, loss/train=0.147, alignment/train=0.0717, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 90%|████████▉ | 420/469 [00:38<00:04, 10.78it/s, v_num=9, loss/train=0.178, alignment/train=0.0775, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 90%|████████▉ | 421/469 [00:39<00:04, 10.78it/s, v_num=9, loss/train=0.178, alignment/train=0.0775, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 90%|████████▉ | 421/469 [00:39<00:04, 10.78it/s, v_num=9, loss/train=0.158, alignment/train=0.0807, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 90%|████████▉ | 422/469 [00:39<00:04, 10.77it/s, v_num=9, loss/train=0.158, alignment/train=0.0807, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 90%|████████▉ | 422/469 [00:39<00:04, 10.77it/s, v_num=9, loss/train=0.174, alignment/train=0.0758, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 90%|█████████ | 423/469 [00:39<00:04, 10.78it/s, v_num=9, loss/train=0.174, alignment/train=0.0758, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 90%|█████████ | 423/469 [00:39<00:04, 10.78it/s, v_num=9, loss/train=0.164, alignment/train=0.0756, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 90%|█████████ | 424/469 [00:39<00:04, 10.78it/s, v_num=9, loss/train=0.164, alignment/train=0.0756, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 90%|█████████ | 424/469 [00:39<00:04, 10.78it/s, v_num=9, loss/train=0.182, alignment/train=0.0831, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 91%|█████████ | 425/469 [00:39<00:04, 10.78it/s, v_num=9, loss/train=0.182, alignment/train=0.0831, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 91%|█████████ | 425/469 [00:39<00:04, 10.78it/s, v_num=9, loss/train=0.150, alignment/train=0.0791, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 91%|█████████ | 426/469 [00:39<00:03, 10.78it/s, v_num=9, loss/train=0.150, alignment/train=0.0791, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 91%|█████████ | 426/469 [00:39<00:03, 10.78it/s, v_num=9, loss/train=0.187, alignment/train=0.0807, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 91%|█████████ | 427/469 [00:39<00:03, 10.79it/s, v_num=9, loss/train=0.187, alignment/train=0.0807, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 91%|█████████ | 427/469 [00:39<00:03, 10.79it/s, v_num=9, loss/train=0.161, alignment/train=0.0741, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 91%|█████████▏| 428/469 [00:39<00:03, 10.78it/s, v_num=9, loss/train=0.161, alignment/train=0.0741, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 91%|█████████▏| 428/469 [00:39<00:03, 10.78it/s, v_num=9, loss/train=0.206, alignment/train=0.097, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 91%|█████████▏| 429/469 [00:39<00:03, 10.78it/s, v_num=9, loss/train=0.206, alignment/train=0.097, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 91%|█████████▏| 429/469 [00:39<00:03, 10.78it/s, v_num=9, loss/train=0.159, alignment/train=0.0793, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 92%|█████████▏| 430/469 [00:39<00:03, 10.78it/s, v_num=9, loss/train=0.159, alignment/train=0.0793, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 92%|█████████▏| 430/469 [00:39<00:03, 10.78it/s, v_num=9, loss/train=0.206, alignment/train=0.0856, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 92%|█████████▏| 431/469 [00:39<00:03, 10.79it/s, v_num=9, loss/train=0.206, alignment/train=0.0856, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 92%|█████████▏| 431/469 [00:39<00:03, 10.79it/s, v_num=9, loss/train=0.182, alignment/train=0.0777, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 92%|█████████▏| 432/469 [00:40<00:03, 10.80it/s, v_num=9, loss/train=0.182, alignment/train=0.0777, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 92%|█████████▏| 432/469 [00:40<00:03, 10.80it/s, v_num=9, loss/train=0.146, alignment/train=0.0732, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 92%|█████████▏| 433/469 [00:40<00:03, 10.80it/s, v_num=9, loss/train=0.146, alignment/train=0.0732, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 92%|█████████▏| 433/469 [00:40<00:03, 10.80it/s, v_num=9, loss/train=0.181, alignment/train=0.0698, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 93%|█████████▎| 434/469 [00:40<00:03, 10.80it/s, v_num=9, loss/train=0.181, alignment/train=0.0698, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 93%|█████████▎| 434/469 [00:40<00:03, 10.80it/s, v_num=9, loss/train=0.184, alignment/train=0.0755, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 93%|█████████▎| 435/469 [00:40<00:03, 10.80it/s, v_num=9, loss/train=0.184, alignment/train=0.0755, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 93%|█████████▎| 435/469 [00:40<00:03, 10.80it/s, v_num=9, loss/train=0.161, alignment/train=0.0763, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 93%|█████████▎| 436/469 [00:40<00:03, 10.78it/s, v_num=9, loss/train=0.161, alignment/train=0.0763, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 93%|█████████▎| 436/469 [00:40<00:03, 10.78it/s, v_num=9, loss/train=0.198, alignment/train=0.0764, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 93%|█████████▎| 437/469 [00:40<00:02, 10.79it/s, v_num=9, loss/train=0.198, alignment/train=0.0764, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 93%|█████████▎| 437/469 [00:40<00:02, 10.79it/s, v_num=9, loss/train=0.153, alignment/train=0.0748, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 93%|█████████▎| 438/469 [00:40<00:02, 10.79it/s, v_num=9, loss/train=0.153, alignment/train=0.0748, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 93%|█████████▎| 438/469 [00:40<00:02, 10.79it/s, v_num=9, loss/train=0.173, alignment/train=0.0797, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 94%|█████████▎| 439/469 [00:40<00:02, 10.80it/s, v_num=9, loss/train=0.173, alignment/train=0.0797, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 94%|█████████▎| 439/469 [00:40<00:02, 10.80it/s, v_num=9, loss/train=0.194, alignment/train=0.089, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 94%|█████████▍| 440/469 [00:40<00:02, 10.80it/s, v_num=9, loss/train=0.194, alignment/train=0.089, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 94%|█████████▍| 440/469 [00:40<00:02, 10.80it/s, v_num=9, loss/train=0.215, alignment/train=0.0906, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 94%|█████████▍| 441/469 [00:40<00:02, 10.80it/s, v_num=9, loss/train=0.215, alignment/train=0.0906, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 94%|█████████▍| 441/469 [00:40<00:02, 10.80it/s, v_num=9, loss/train=0.164, alignment/train=0.0784, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 94%|█████████▍| 442/469 [00:40<00:02, 10.79it/s, v_num=9, loss/train=0.164, alignment/train=0.0784, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 94%|█████████▍| 442/469 [00:40<00:02, 10.79it/s, v_num=9, loss/train=0.185, alignment/train=0.0755, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 94%|█████████▍| 443/469 [00:41<00:02, 10.80it/s, v_num=9, loss/train=0.185, alignment/train=0.0755, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 94%|█████████▍| 443/469 [00:41<00:02, 10.80it/s, v_num=9, loss/train=0.180, alignment/train=0.0715, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 95%|█████████▍| 444/469 [00:41<00:02, 10.80it/s, v_num=9, loss/train=0.180, alignment/train=0.0715, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 95%|█████████▍| 444/469 [00:41<00:02, 10.80it/s, v_num=9, loss/train=0.162, alignment/train=0.0788, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 95%|█████████▍| 445/469 [00:41<00:02, 10.79it/s, v_num=9, loss/train=0.162, alignment/train=0.0788, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 95%|█████████▍| 445/469 [00:41<00:02, 10.79it/s, v_num=9, loss/train=0.155, alignment/train=0.0767, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 95%|█████████▌| 446/469 [00:41<00:02, 10.80it/s, v_num=9, loss/train=0.155, alignment/train=0.0767, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 95%|█████████▌| 446/469 [00:41<00:02, 10.80it/s, v_num=9, loss/train=0.155, alignment/train=0.0644, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 95%|█████████▌| 447/469 [00:41<00:02, 10.80it/s, v_num=9, loss/train=0.155, alignment/train=0.0644, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 95%|█████████▌| 447/469 [00:41<00:02, 10.80it/s, v_num=9, loss/train=0.170, alignment/train=0.0686, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 96%|█████████▌| 448/469 [00:41<00:01, 10.80it/s, v_num=9, loss/train=0.170, alignment/train=0.0686, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 96%|█████████▌| 448/469 [00:41<00:01, 10.80it/s, v_num=9, loss/train=0.177, alignment/train=0.0902, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 96%|█████████▌| 449/469 [00:41<00:01, 10.81it/s, v_num=9, loss/train=0.177, alignment/train=0.0902, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 96%|█████████▌| 449/469 [00:41<00:01, 10.81it/s, v_num=9, loss/train=0.185, alignment/train=0.0778, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 96%|█████████▌| 450/469 [00:41<00:01, 10.81it/s, v_num=9, loss/train=0.185, alignment/train=0.0778, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 96%|█████████▌| 450/469 [00:41<00:01, 10.81it/s, v_num=9, loss/train=0.168, alignment/train=0.0824, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 96%|█████████▌| 451/469 [00:41<00:01, 10.82it/s, v_num=9, loss/train=0.168, alignment/train=0.0824, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 96%|█████████▌| 451/469 [00:41<00:01, 10.82it/s, v_num=9, loss/train=0.184, alignment/train=0.0868, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 96%|█████████▋| 452/469 [00:41<00:01, 10.84it/s, v_num=9, loss/train=0.184, alignment/train=0.0868, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 96%|█████████▋| 452/469 [00:41<00:01, 10.84it/s, v_num=9, loss/train=0.161, alignment/train=0.0756, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 97%|█████████▋| 453/469 [00:41<00:01, 10.85it/s, v_num=9, loss/train=0.161, alignment/train=0.0756, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 97%|█████████▋| 453/469 [00:41<00:01, 10.85it/s, v_num=9, loss/train=0.167, alignment/train=0.0795, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 97%|█████████▋| 454/469 [00:41<00:01, 10.86it/s, v_num=9, loss/train=0.167, alignment/train=0.0795, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 97%|█████████▋| 454/469 [00:41<00:01, 10.86it/s, v_num=9, loss/train=0.171, alignment/train=0.0746, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 97%|█████████▋| 455/469 [00:41<00:01, 10.88it/s, v_num=9, loss/train=0.171, alignment/train=0.0746, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 97%|█████████▋| 455/469 [00:41<00:01, 10.88it/s, v_num=9, loss/train=0.159, alignment/train=0.0748, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 97%|█████████▋| 456/469 [00:41<00:01, 10.89it/s, v_num=9, loss/train=0.159, alignment/train=0.0748, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 97%|█████████▋| 456/469 [00:41<00:01, 10.89it/s, v_num=9, loss/train=0.148, alignment/train=0.0649, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 97%|█████████▋| 457/469 [00:41<00:01, 10.91it/s, v_num=9, loss/train=0.148, alignment/train=0.0649, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 97%|█████████▋| 457/469 [00:41<00:01, 10.91it/s, v_num=9, loss/train=0.179, alignment/train=0.080, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 98%|█████████▊| 458/469 [00:41<00:01, 10.92it/s, v_num=9, loss/train=0.179, alignment/train=0.080, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 98%|█████████▊| 458/469 [00:41<00:01, 10.92it/s, v_num=9, loss/train=0.174, alignment/train=0.074, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 98%|█████████▊| 459/469 [00:41<00:00, 10.93it/s, v_num=9, loss/train=0.174, alignment/train=0.074, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 98%|█████████▊| 459/469 [00:41<00:00, 10.93it/s, v_num=9, loss/train=0.155, alignment/train=0.0702, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 98%|█████████▊| 460/469 [00:42<00:00, 10.95it/s, v_num=9, loss/train=0.155, alignment/train=0.0702, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 98%|█████████▊| 460/469 [00:42<00:00, 10.95it/s, v_num=9, loss/train=0.198, alignment/train=0.0735, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 98%|█████████▊| 461/469 [00:42<00:00, 10.96it/s, v_num=9, loss/train=0.198, alignment/train=0.0735, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 98%|█████████▊| 461/469 [00:42<00:00, 10.96it/s, v_num=9, loss/train=0.181, alignment/train=0.0664, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 99%|█████████▊| 462/469 [00:42<00:00, 10.98it/s, v_num=9, loss/train=0.181, alignment/train=0.0664, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 99%|█████████▊| 462/469 [00:42<00:00, 10.98it/s, v_num=9, loss/train=0.181, alignment/train=0.0804, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 99%|█████████▊| 463/469 [00:42<00:00, 10.99it/s, v_num=9, loss/train=0.181, alignment/train=0.0804, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 99%|█████████▊| 463/469 [00:42<00:00, 10.99it/s, v_num=9, loss/train=0.156, alignment/train=0.0732, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 99%|█████████▉| 464/469 [00:42<00:00, 11.00it/s, v_num=9, loss/train=0.156, alignment/train=0.0732, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 99%|█████████▉| 464/469 [00:42<00:00, 11.00it/s, v_num=9, loss/train=0.170, alignment/train=0.069, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 99%|█████████▉| 465/469 [00:42<00:00, 11.02it/s, v_num=9, loss/train=0.170, alignment/train=0.069, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 99%|█████████▉| 465/469 [00:42<00:00, 11.02it/s, v_num=9, loss/train=0.183, alignment/train=0.075, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 99%|█████████▉| 466/469 [00:42<00:00, 11.03it/s, v_num=9, loss/train=0.183, alignment/train=0.075, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 99%|█████████▉| 466/469 [00:42<00:00, 11.03it/s, v_num=9, loss/train=0.165, alignment/train=0.0717, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 100%|█████████▉| 467/469 [00:42<00:00, 11.05it/s, v_num=9, loss/train=0.165, alignment/train=0.0717, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 100%|█████████▉| 467/469 [00:42<00:00, 11.05it/s, v_num=9, loss/train=0.191, alignment/train=0.0894, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 100%|█████████▉| 468/469 [00:42<00:00, 11.06it/s, v_num=9, loss/train=0.191, alignment/train=0.0894, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 100%|█████████▉| 468/469 [00:42<00:00, 11.06it/s, v_num=9, loss/train=0.181, alignment/train=0.0688, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 100%|██████████| 469/469 [00:42<00:00, 11.07it/s, v_num=9, loss/train=0.181, alignment/train=0.0688, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 100%|██████████| 469/469 [00:42<00:00, 11.07it/s, v_num=9, loss/train=0.106, alignment/train=0.0686, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
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Epoch 22: 100%|██████████| 469/469 [00:48<00:00, 9.74it/s, v_num=9, loss/train=0.106, alignment/train=0.0686, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 100%|██████████| 469/469 [00:48<00:00, 9.74it/s, v_num=9, loss/train=0.106, alignment/train=0.0686, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 0%| | 0/469 [00:00<?, ?it/s, v_num=9, loss/train=0.106, alignment/train=0.0686, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 0%| | 0/469 [00:00<?, ?it/s, v_num=9, loss/train=0.106, alignment/train=0.0686, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 0%| | 1/469 [00:01<13:01, 0.60it/s, v_num=9, loss/train=0.106, alignment/train=0.0686, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 0%| | 1/469 [00:01<13:02, 0.60it/s, v_num=9, loss/train=0.210, alignment/train=0.088, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 0%| | 2/469 [00:01<06:45, 1.15it/s, v_num=9, loss/train=0.210, alignment/train=0.088, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 0%| | 2/469 [00:01<06:45, 1.15it/s, v_num=9, loss/train=0.162, alignment/train=0.0814, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 1%| | 3/469 [00:01<04:40, 1.66it/s, v_num=9, loss/train=0.162, alignment/train=0.0814, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 1%| | 3/469 [00:01<04:40, 1.66it/s, v_num=9, loss/train=0.200, alignment/train=0.0861, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 1%| | 4/469 [00:01<03:36, 2.15it/s, v_num=9, loss/train=0.200, alignment/train=0.0861, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 1%| | 4/469 [00:01<03:36, 2.15it/s, v_num=9, loss/train=0.170, alignment/train=0.0881, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 1%| | 5/469 [00:01<03:04, 2.51it/s, v_num=9, loss/train=0.170, alignment/train=0.0881, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 1%| | 5/469 [00:01<03:04, 2.51it/s, v_num=9, loss/train=0.130, alignment/train=0.0685, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 1%|▏ | 6/469 [00:02<02:40, 2.88it/s, v_num=9, loss/train=0.130, alignment/train=0.0685, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 1%|▏ | 6/469 [00:02<02:41, 2.88it/s, v_num=9, loss/train=0.168, alignment/train=0.0773, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 1%|▏ | 7/469 [00:02<02:21, 3.27it/s, v_num=9, loss/train=0.168, alignment/train=0.0773, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 1%|▏ | 7/469 [00:02<02:21, 3.27it/s, v_num=9, loss/train=0.150, alignment/train=0.0683, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 2%|▏ | 8/469 [00:02<02:06, 3.64it/s, v_num=9, loss/train=0.150, alignment/train=0.0683, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 2%|▏ | 8/469 [00:02<02:06, 3.64it/s, v_num=9, loss/train=0.134, alignment/train=0.0758, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 2%|▏ | 9/469 [00:02<01:58, 3.87it/s, v_num=9, loss/train=0.134, alignment/train=0.0758, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 2%|▏ | 9/469 [00:02<01:58, 3.87it/s, v_num=9, loss/train=0.149, alignment/train=0.0764, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 2%|▏ | 10/469 [00:02<01:53, 4.05it/s, v_num=9, loss/train=0.149, alignment/train=0.0764, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 2%|▏ | 10/469 [00:02<01:53, 4.05it/s, v_num=9, loss/train=0.163, alignment/train=0.090, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 2%|▏ | 11/469 [00:02<01:45, 4.34it/s, v_num=9, loss/train=0.163, alignment/train=0.090, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 2%|▏ | 11/469 [00:02<01:45, 4.34it/s, v_num=9, loss/train=0.197, alignment/train=0.0936, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 3%|▎ | 12/469 [00:02<01:40, 4.57it/s, v_num=9, loss/train=0.197, alignment/train=0.0936, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 3%|▎ | 12/469 [00:02<01:40, 4.57it/s, v_num=9, loss/train=0.173, alignment/train=0.0766, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 3%|▎ | 13/469 [00:02<01:35, 4.78it/s, v_num=9, loss/train=0.173, alignment/train=0.0766, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 3%|▎ | 13/469 [00:02<01:35, 4.78it/s, v_num=9, loss/train=0.157, alignment/train=0.0757, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 3%|▎ | 14/469 [00:02<01:30, 5.04it/s, v_num=9, loss/train=0.157, alignment/train=0.0757, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 3%|▎ | 14/469 [00:02<01:30, 5.03it/s, v_num=9, loss/train=0.173, alignment/train=0.0789, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 3%|▎ | 15/469 [00:02<01:26, 5.25it/s, v_num=9, loss/train=0.173, alignment/train=0.0789, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 3%|▎ | 15/469 [00:02<01:26, 5.25it/s, v_num=9, loss/train=0.193, alignment/train=0.0732, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 3%|▎ | 16/469 [00:02<01:24, 5.38it/s, v_num=9, loss/train=0.193, alignment/train=0.0732, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 3%|▎ | 16/469 [00:02<01:24, 5.37it/s, v_num=9, loss/train=0.180, alignment/train=0.0662, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 4%|▎ | 17/469 [00:03<01:20, 5.61it/s, v_num=9, loss/train=0.180, alignment/train=0.0662, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 4%|▎ | 17/469 [00:03<01:20, 5.61it/s, v_num=9, loss/train=0.176, alignment/train=0.074, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 4%|▍ | 18/469 [00:03<01:17, 5.82it/s, v_num=9, loss/train=0.176, alignment/train=0.074, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 4%|▍ | 18/469 [00:03<01:17, 5.82it/s, v_num=9, loss/train=0.165, alignment/train=0.0696, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 4%|▍ | 19/469 [00:03<01:17, 5.82it/s, v_num=9, loss/train=0.165, alignment/train=0.0696, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 4%|▍ | 19/469 [00:03<01:17, 5.82it/s, v_num=9, loss/train=0.156, alignment/train=0.0695, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 4%|▍ | 20/469 [00:03<01:15, 5.97it/s, v_num=9, loss/train=0.156, alignment/train=0.0695, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 4%|▍ | 20/469 [00:03<01:15, 5.97it/s, v_num=9, loss/train=0.151, alignment/train=0.0853, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 4%|▍ | 21/469 [00:03<01:12, 6.17it/s, v_num=9, loss/train=0.151, alignment/train=0.0853, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 4%|▍ | 21/469 [00:03<01:12, 6.17it/s, v_num=9, loss/train=0.154, alignment/train=0.0772, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 5%|▍ | 22/469 [00:03<01:11, 6.27it/s, v_num=9, loss/train=0.154, alignment/train=0.0772, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 5%|▍ | 22/469 [00:03<01:11, 6.27it/s, v_num=9, loss/train=0.181, alignment/train=0.072, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 5%|▍ | 23/469 [00:03<01:09, 6.39it/s, v_num=9, loss/train=0.181, alignment/train=0.072, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 5%|▍ | 23/469 [00:03<01:09, 6.39it/s, v_num=9, loss/train=0.157, alignment/train=0.074, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 5%|▌ | 24/469 [00:03<01:08, 6.47it/s, v_num=9, loss/train=0.157, alignment/train=0.074, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 5%|▌ | 24/469 [00:03<01:08, 6.47it/s, v_num=9, loss/train=0.191, alignment/train=0.0851, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 5%|▌ | 25/469 [00:03<01:07, 6.62it/s, v_num=9, loss/train=0.191, alignment/train=0.0851, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 5%|▌ | 25/469 [00:03<01:07, 6.62it/s, v_num=9, loss/train=0.156, alignment/train=0.0631, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 6%|▌ | 26/469 [00:03<01:05, 6.75it/s, v_num=9, loss/train=0.156, alignment/train=0.0631, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 6%|▌ | 26/469 [00:03<01:05, 6.75it/s, v_num=9, loss/train=0.193, alignment/train=0.0795, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 6%|▌ | 27/469 [00:03<01:03, 6.91it/s, v_num=9, loss/train=0.193, alignment/train=0.0795, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 6%|▌ | 27/469 [00:03<01:04, 6.91it/s, v_num=9, loss/train=0.210, alignment/train=0.0916, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 6%|▌ | 28/469 [00:03<01:02, 7.01it/s, v_num=9, loss/train=0.210, alignment/train=0.0916, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 6%|▌ | 28/469 [00:03<01:02, 7.01it/s, v_num=9, loss/train=0.154, alignment/train=0.0738, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 6%|▌ | 29/469 [00:04<01:02, 7.05it/s, v_num=9, loss/train=0.154, alignment/train=0.0738, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 6%|▌ | 29/469 [00:04<01:02, 7.05it/s, v_num=9, loss/train=0.163, alignment/train=0.0722, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 6%|▋ | 30/469 [00:04<01:01, 7.19it/s, v_num=9, loss/train=0.163, alignment/train=0.0722, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 6%|▋ | 30/469 [00:04<01:01, 7.19it/s, v_num=9, loss/train=0.178, alignment/train=0.0813, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 7%|▋ | 31/469 [00:04<01:00, 7.24it/s, v_num=9, loss/train=0.178, alignment/train=0.0813, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 7%|▋ | 31/469 [00:04<01:00, 7.24it/s, v_num=9, loss/train=0.194, alignment/train=0.0833, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 7%|▋ | 32/469 [00:04<01:00, 7.24it/s, v_num=9, loss/train=0.194, alignment/train=0.0833, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 7%|▋ | 32/469 [00:04<01:00, 7.24it/s, v_num=9, loss/train=0.161, alignment/train=0.0886, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 7%|▋ | 33/469 [00:04<00:59, 7.38it/s, v_num=9, loss/train=0.161, alignment/train=0.0886, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 7%|▋ | 33/469 [00:04<00:59, 7.37it/s, v_num=9, loss/train=0.204, alignment/train=0.0735, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 7%|▋ | 34/469 [00:04<00:58, 7.47it/s, v_num=9, loss/train=0.204, alignment/train=0.0735, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 7%|▋ | 34/469 [00:04<00:58, 7.47it/s, v_num=9, loss/train=0.165, alignment/train=0.0914, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 7%|▋ | 35/469 [00:04<00:57, 7.54it/s, v_num=9, loss/train=0.165, alignment/train=0.0914, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 7%|▋ | 35/469 [00:04<00:57, 7.54it/s, v_num=9, loss/train=0.152, alignment/train=0.0748, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 8%|▊ | 36/469 [00:04<00:57, 7.58it/s, v_num=9, loss/train=0.152, alignment/train=0.0748, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 8%|▊ | 36/469 [00:04<00:57, 7.58it/s, v_num=9, loss/train=0.177, alignment/train=0.0777, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 8%|▊ | 37/469 [00:04<00:56, 7.61it/s, v_num=9, loss/train=0.177, alignment/train=0.0777, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 8%|▊ | 37/469 [00:04<00:56, 7.61it/s, v_num=9, loss/train=0.190, alignment/train=0.0874, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 8%|▊ | 38/469 [00:04<00:55, 7.73it/s, v_num=9, loss/train=0.190, alignment/train=0.0874, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 8%|▊ | 38/469 [00:04<00:55, 7.73it/s, v_num=9, loss/train=0.194, alignment/train=0.0815, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 8%|▊ | 39/469 [00:04<00:55, 7.80it/s, v_num=9, loss/train=0.194, alignment/train=0.0815, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 8%|▊ | 39/469 [00:04<00:55, 7.80it/s, v_num=9, loss/train=0.190, alignment/train=0.087, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 9%|▊ | 40/469 [00:05<00:54, 7.83it/s, v_num=9, loss/train=0.190, alignment/train=0.087, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 9%|▊ | 40/469 [00:05<00:54, 7.83it/s, v_num=9, loss/train=0.183, alignment/train=0.0691, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 9%|▊ | 41/469 [00:05<00:54, 7.90it/s, v_num=9, loss/train=0.183, alignment/train=0.0691, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 9%|▊ | 41/469 [00:05<00:54, 7.90it/s, v_num=9, loss/train=0.193, alignment/train=0.0776, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 9%|▉ | 42/469 [00:05<00:53, 7.98it/s, v_num=9, loss/train=0.193, alignment/train=0.0776, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 9%|▉ | 42/469 [00:05<00:53, 7.98it/s, v_num=9, loss/train=0.185, alignment/train=0.0735, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 9%|▉ | 43/469 [00:05<00:53, 8.03it/s, v_num=9, loss/train=0.185, alignment/train=0.0735, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 9%|▉ | 43/469 [00:05<00:53, 8.03it/s, v_num=9, loss/train=0.182, alignment/train=0.0839, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 9%|▉ | 44/469 [00:05<00:52, 8.09it/s, v_num=9, loss/train=0.182, alignment/train=0.0839, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 9%|▉ | 44/469 [00:05<00:52, 8.09it/s, v_num=9, loss/train=0.181, alignment/train=0.083, uniformity/train=-3.55, contrastive_acc/train=0.988, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 10%|▉ | 45/469 [00:05<00:52, 8.13it/s, v_num=9, loss/train=0.181, alignment/train=0.083, uniformity/train=-3.55, contrastive_acc/train=0.988, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 10%|▉ | 45/469 [00:05<00:52, 8.13it/s, v_num=9, loss/train=0.179, alignment/train=0.0796, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 10%|▉ | 46/469 [00:05<00:51, 8.18it/s, v_num=9, loss/train=0.179, alignment/train=0.0796, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 10%|▉ | 46/469 [00:05<00:51, 8.18it/s, v_num=9, loss/train=0.211, alignment/train=0.0876, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 10%|█ | 47/469 [00:05<00:51, 8.22it/s, v_num=9, loss/train=0.211, alignment/train=0.0876, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 10%|█ | 47/469 [00:05<00:51, 8.22it/s, v_num=9, loss/train=0.199, alignment/train=0.0783, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 10%|█ | 48/469 [00:05<00:50, 8.31it/s, v_num=9, loss/train=0.199, alignment/train=0.0783, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 10%|█ | 48/469 [00:05<00:50, 8.31it/s, v_num=9, loss/train=0.195, alignment/train=0.0823, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 10%|█ | 49/469 [00:05<00:50, 8.33it/s, v_num=9, loss/train=0.195, alignment/train=0.0823, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 10%|█ | 49/469 [00:05<00:50, 8.33it/s, v_num=9, loss/train=0.154, alignment/train=0.0752, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 11%|█ | 50/469 [00:05<00:50, 8.34it/s, v_num=9, loss/train=0.154, alignment/train=0.0752, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 11%|█ | 50/469 [00:05<00:50, 8.34it/s, v_num=9, loss/train=0.164, alignment/train=0.0808, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 11%|█ | 51/469 [00:06<00:49, 8.38it/s, v_num=9, loss/train=0.164, alignment/train=0.0808, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 11%|█ | 51/469 [00:06<00:49, 8.38it/s, v_num=9, loss/train=0.161, alignment/train=0.073, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 11%|█ | 52/469 [00:06<00:49, 8.41it/s, v_num=9, loss/train=0.161, alignment/train=0.073, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 11%|█ | 52/469 [00:06<00:49, 8.40it/s, v_num=9, loss/train=0.157, alignment/train=0.0889, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 11%|█▏ | 53/469 [00:06<00:49, 8.49it/s, v_num=9, loss/train=0.157, alignment/train=0.0889, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 11%|█▏ | 53/469 [00:06<00:49, 8.49it/s, v_num=9, loss/train=0.192, alignment/train=0.0837, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 12%|█▏ | 54/469 [00:06<00:48, 8.51it/s, v_num=9, loss/train=0.192, alignment/train=0.0837, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 12%|█▏ | 54/469 [00:06<00:48, 8.51it/s, v_num=9, loss/train=0.179, alignment/train=0.0747, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 12%|█▏ | 55/469 [00:06<00:48, 8.47it/s, v_num=9, loss/train=0.179, alignment/train=0.0747, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 12%|█▏ | 55/469 [00:06<00:48, 8.47it/s, v_num=9, loss/train=0.187, alignment/train=0.0872, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 12%|█▏ | 56/469 [00:06<00:48, 8.55it/s, v_num=9, loss/train=0.187, alignment/train=0.0872, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 12%|█▏ | 56/469 [00:06<00:48, 8.55it/s, v_num=9, loss/train=0.145, alignment/train=0.0738, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 12%|█▏ | 57/469 [00:06<00:47, 8.62it/s, v_num=9, loss/train=0.145, alignment/train=0.0738, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 12%|█▏ | 57/469 [00:06<00:47, 8.62it/s, v_num=9, loss/train=0.151, alignment/train=0.0653, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 12%|█▏ | 58/469 [00:06<00:47, 8.59it/s, v_num=9, loss/train=0.151, alignment/train=0.0653, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 12%|█▏ | 58/469 [00:06<00:47, 8.59it/s, v_num=9, loss/train=0.161, alignment/train=0.0676, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 13%|█▎ | 59/469 [00:06<00:47, 8.66it/s, v_num=9, loss/train=0.161, alignment/train=0.0676, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 13%|█▎ | 59/469 [00:06<00:47, 8.66it/s, v_num=9, loss/train=0.192, alignment/train=0.0816, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 13%|█▎ | 60/469 [00:06<00:46, 8.72it/s, v_num=9, loss/train=0.192, alignment/train=0.0816, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 13%|█▎ | 60/469 [00:06<00:46, 8.72it/s, v_num=9, loss/train=0.190, alignment/train=0.0828, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 13%|█▎ | 61/469 [00:06<00:46, 8.79it/s, v_num=9, loss/train=0.190, alignment/train=0.0828, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 13%|█▎ | 61/469 [00:06<00:46, 8.79it/s, v_num=9, loss/train=0.167, alignment/train=0.0874, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 13%|█▎ | 62/469 [00:06<00:45, 8.86it/s, v_num=9, loss/train=0.167, alignment/train=0.0874, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 13%|█▎ | 62/469 [00:07<00:45, 8.86it/s, v_num=9, loss/train=0.171, alignment/train=0.0856, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 13%|█▎ | 63/469 [00:07<00:45, 8.93it/s, v_num=9, loss/train=0.171, alignment/train=0.0856, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 13%|█▎ | 63/469 [00:07<00:45, 8.92it/s, v_num=9, loss/train=0.158, alignment/train=0.0775, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 14%|█▎ | 64/469 [00:07<00:45, 8.85it/s, v_num=9, loss/train=0.158, alignment/train=0.0775, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 14%|█▎ | 64/469 [00:07<00:45, 8.85it/s, v_num=9, loss/train=0.183, alignment/train=0.0838, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 14%|█▍ | 65/469 [00:07<00:45, 8.87it/s, v_num=9, loss/train=0.183, alignment/train=0.0838, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 14%|█▍ | 65/469 [00:07<00:45, 8.87it/s, v_num=9, loss/train=0.179, alignment/train=0.0892, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 14%|█▍ | 66/469 [00:07<00:45, 8.86it/s, v_num=9, loss/train=0.179, alignment/train=0.0892, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 14%|█▍ | 66/469 [00:07<00:45, 8.86it/s, v_num=9, loss/train=0.141, alignment/train=0.0737, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 14%|█▍ | 67/469 [00:07<00:45, 8.90it/s, v_num=9, loss/train=0.141, alignment/train=0.0737, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 14%|█▍ | 67/469 [00:07<00:45, 8.90it/s, v_num=9, loss/train=0.185, alignment/train=0.072, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 14%|█▍ | 68/469 [00:07<00:44, 8.97it/s, v_num=9, loss/train=0.185, alignment/train=0.072, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 14%|█▍ | 68/469 [00:07<00:44, 8.96it/s, v_num=9, loss/train=0.176, alignment/train=0.0744, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 15%|█▍ | 69/469 [00:07<00:44, 8.92it/s, v_num=9, loss/train=0.176, alignment/train=0.0744, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 15%|█▍ | 69/469 [00:07<00:44, 8.92it/s, v_num=9, loss/train=0.166, alignment/train=0.0699, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 15%|█▍ | 70/469 [00:07<00:44, 8.96it/s, v_num=9, loss/train=0.166, alignment/train=0.0699, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 15%|█▍ | 70/469 [00:07<00:44, 8.96it/s, v_num=9, loss/train=0.182, alignment/train=0.0732, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 15%|█▌ | 71/469 [00:07<00:44, 9.02it/s, v_num=9, loss/train=0.182, alignment/train=0.0732, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 15%|█▌ | 71/469 [00:07<00:44, 9.02it/s, v_num=9, loss/train=0.160, alignment/train=0.0829, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 15%|█▌ | 72/469 [00:07<00:43, 9.08it/s, v_num=9, loss/train=0.160, alignment/train=0.0829, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 15%|█▌ | 72/469 [00:07<00:43, 9.08it/s, v_num=9, loss/train=0.182, alignment/train=0.0798, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 16%|█▌ | 73/469 [00:08<00:43, 9.09it/s, v_num=9, loss/train=0.182, alignment/train=0.0798, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 16%|█▌ | 73/469 [00:08<00:43, 9.08it/s, v_num=9, loss/train=0.179, alignment/train=0.0895, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 16%|█▌ | 74/469 [00:08<00:43, 9.03it/s, v_num=9, loss/train=0.179, alignment/train=0.0895, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 16%|█▌ | 74/469 [00:08<00:43, 9.03it/s, v_num=9, loss/train=0.201, alignment/train=0.101, uniformity/train=-3.58, contrastive_acc/train=0.988, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 16%|█▌ | 75/469 [00:08<00:43, 9.09it/s, v_num=9, loss/train=0.201, alignment/train=0.101, uniformity/train=-3.58, contrastive_acc/train=0.988, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 16%|█▌ | 75/469 [00:08<00:43, 9.08it/s, v_num=9, loss/train=0.185, alignment/train=0.0781, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 16%|█▌ | 76/469 [00:08<00:43, 9.14it/s, v_num=9, loss/train=0.185, alignment/train=0.0781, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 16%|█▌ | 76/469 [00:08<00:43, 9.14it/s, v_num=9, loss/train=0.156, alignment/train=0.0842, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 16%|█▋ | 77/469 [00:08<00:42, 9.15it/s, v_num=9, loss/train=0.156, alignment/train=0.0842, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 16%|█▋ | 77/469 [00:08<00:42, 9.15it/s, v_num=9, loss/train=0.174, alignment/train=0.0716, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 17%|█▋ | 78/469 [00:08<00:42, 9.17it/s, v_num=9, loss/train=0.174, alignment/train=0.0716, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 17%|█▋ | 78/469 [00:08<00:42, 9.17it/s, v_num=9, loss/train=0.186, alignment/train=0.0784, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 17%|█▋ | 79/469 [00:08<00:42, 9.17it/s, v_num=9, loss/train=0.186, alignment/train=0.0784, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 17%|█▋ | 79/469 [00:08<00:42, 9.17it/s, v_num=9, loss/train=0.163, alignment/train=0.0754, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 17%|█▋ | 80/469 [00:08<00:42, 9.22it/s, v_num=9, loss/train=0.163, alignment/train=0.0754, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 17%|█▋ | 80/469 [00:08<00:42, 9.22it/s, v_num=9, loss/train=0.158, alignment/train=0.0714, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 17%|█▋ | 81/469 [00:08<00:42, 9.24it/s, v_num=9, loss/train=0.158, alignment/train=0.0714, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 17%|█▋ | 81/469 [00:08<00:42, 9.24it/s, v_num=9, loss/train=0.197, alignment/train=0.0806, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 17%|█▋ | 82/469 [00:08<00:41, 9.25it/s, v_num=9, loss/train=0.197, alignment/train=0.0806, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 17%|█▋ | 82/469 [00:08<00:41, 9.25it/s, v_num=9, loss/train=0.165, alignment/train=0.0822, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 18%|█▊ | 83/469 [00:08<00:41, 9.27it/s, v_num=9, loss/train=0.165, alignment/train=0.0822, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 18%|█▊ | 83/469 [00:08<00:41, 9.27it/s, v_num=9, loss/train=0.156, alignment/train=0.0731, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 18%|█▊ | 84/469 [00:09<00:41, 9.30it/s, v_num=9, loss/train=0.156, alignment/train=0.0731, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 18%|█▊ | 84/469 [00:09<00:41, 9.30it/s, v_num=9, loss/train=0.182, alignment/train=0.0869, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 18%|█▊ | 85/469 [00:09<00:41, 9.32it/s, v_num=9, loss/train=0.182, alignment/train=0.0869, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 18%|█▊ | 85/469 [00:09<00:41, 9.32it/s, v_num=9, loss/train=0.176, alignment/train=0.0774, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 18%|█▊ | 86/469 [00:09<00:41, 9.34it/s, v_num=9, loss/train=0.176, alignment/train=0.0774, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 18%|█▊ | 86/469 [00:09<00:41, 9.34it/s, v_num=9, loss/train=0.179, alignment/train=0.090, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 19%|█▊ | 87/469 [00:09<00:40, 9.39it/s, v_num=9, loss/train=0.179, alignment/train=0.090, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 19%|█▊ | 87/469 [00:09<00:40, 9.39it/s, v_num=9, loss/train=0.190, alignment/train=0.0783, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 19%|█▉ | 88/469 [00:09<00:40, 9.39it/s, v_num=9, loss/train=0.190, alignment/train=0.0783, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 19%|█▉ | 88/469 [00:09<00:40, 9.38it/s, v_num=9, loss/train=0.172, alignment/train=0.0693, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 19%|█▉ | 89/469 [00:09<00:40, 9.38it/s, v_num=9, loss/train=0.172, alignment/train=0.0693, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 19%|█▉ | 89/469 [00:09<00:40, 9.37it/s, v_num=9, loss/train=0.191, alignment/train=0.0868, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 19%|█▉ | 90/469 [00:09<00:40, 9.39it/s, v_num=9, loss/train=0.191, alignment/train=0.0868, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 19%|█▉ | 90/469 [00:09<00:40, 9.39it/s, v_num=9, loss/train=0.187, alignment/train=0.0721, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 19%|█▉ | 91/469 [00:09<00:40, 9.43it/s, v_num=9, loss/train=0.187, alignment/train=0.0721, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 19%|█▉ | 91/469 [00:09<00:40, 9.43it/s, v_num=9, loss/train=0.155, alignment/train=0.0775, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 20%|█▉ | 92/469 [00:09<00:40, 9.40it/s, v_num=9, loss/train=0.155, alignment/train=0.0775, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 20%|█▉ | 92/469 [00:09<00:40, 9.39it/s, v_num=9, loss/train=0.180, alignment/train=0.0653, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 20%|█▉ | 93/469 [00:09<00:39, 9.43it/s, v_num=9, loss/train=0.180, alignment/train=0.0653, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 20%|█▉ | 93/469 [00:09<00:39, 9.43it/s, v_num=9, loss/train=0.161, alignment/train=0.0715, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 20%|██ | 94/469 [00:09<00:39, 9.48it/s, v_num=9, loss/train=0.161, alignment/train=0.0715, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 20%|██ | 94/469 [00:09<00:39, 9.48it/s, v_num=9, loss/train=0.197, alignment/train=0.0794, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 20%|██ | 95/469 [00:10<00:39, 9.49it/s, v_num=9, loss/train=0.197, alignment/train=0.0794, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 20%|██ | 95/469 [00:10<00:39, 9.49it/s, v_num=9, loss/train=0.174, alignment/train=0.0791, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 20%|██ | 96/469 [00:10<00:39, 9.51it/s, v_num=9, loss/train=0.174, alignment/train=0.0791, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 20%|██ | 96/469 [00:10<00:39, 9.50it/s, v_num=9, loss/train=0.171, alignment/train=0.0677, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 21%|██ | 97/469 [00:10<00:38, 9.55it/s, v_num=9, loss/train=0.171, alignment/train=0.0677, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 21%|██ | 97/469 [00:10<00:38, 9.55it/s, v_num=9, loss/train=0.150, alignment/train=0.0808, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 21%|██ | 98/469 [00:10<00:38, 9.52it/s, v_num=9, loss/train=0.150, alignment/train=0.0808, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 21%|██ | 98/469 [00:10<00:38, 9.52it/s, v_num=9, loss/train=0.190, alignment/train=0.077, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 21%|██ | 99/469 [00:10<00:38, 9.56it/s, v_num=9, loss/train=0.190, alignment/train=0.077, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 21%|██ | 99/469 [00:10<00:38, 9.56it/s, v_num=9, loss/train=0.166, alignment/train=0.0828, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 21%|██▏ | 100/469 [00:10<00:38, 9.56it/s, v_num=9, loss/train=0.166, alignment/train=0.0828, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 21%|██▏ | 100/469 [00:10<00:38, 9.56it/s, v_num=9, loss/train=0.188, alignment/train=0.0784, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 22%|██▏ | 101/469 [00:10<00:38, 9.60it/s, v_num=9, loss/train=0.188, alignment/train=0.0784, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 22%|██▏ | 101/469 [00:10<00:38, 9.60it/s, v_num=9, loss/train=0.145, alignment/train=0.073, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 22%|██▏ | 102/469 [00:10<00:38, 9.60it/s, v_num=9, loss/train=0.145, alignment/train=0.073, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 22%|██▏ | 102/469 [00:10<00:38, 9.60it/s, v_num=9, loss/train=0.173, alignment/train=0.0839, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 22%|██▏ | 103/469 [00:10<00:38, 9.59it/s, v_num=9, loss/train=0.173, alignment/train=0.0839, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 22%|██▏ | 103/469 [00:10<00:38, 9.59it/s, v_num=9, loss/train=0.171, alignment/train=0.0733, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 22%|██▏ | 104/469 [00:10<00:38, 9.60it/s, v_num=9, loss/train=0.171, alignment/train=0.0733, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 22%|██▏ | 104/469 [00:10<00:38, 9.60it/s, v_num=9, loss/train=0.202, alignment/train=0.0767, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 22%|██▏ | 105/469 [00:10<00:37, 9.64it/s, v_num=9, loss/train=0.202, alignment/train=0.0767, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 22%|██▏ | 105/469 [00:10<00:37, 9.64it/s, v_num=9, loss/train=0.185, alignment/train=0.0834, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 23%|██▎ | 106/469 [00:10<00:37, 9.68it/s, v_num=9, loss/train=0.185, alignment/train=0.0834, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 23%|██▎ | 106/469 [00:10<00:37, 9.68it/s, v_num=9, loss/train=0.150, alignment/train=0.0715, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 23%|██▎ | 107/469 [00:11<00:37, 9.67it/s, v_num=9, loss/train=0.150, alignment/train=0.0715, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 23%|██▎ | 107/469 [00:11<00:37, 9.67it/s, v_num=9, loss/train=0.156, alignment/train=0.0706, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 23%|██▎ | 108/469 [00:11<00:37, 9.68it/s, v_num=9, loss/train=0.156, alignment/train=0.0706, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 23%|██▎ | 108/469 [00:11<00:37, 9.68it/s, v_num=9, loss/train=0.191, alignment/train=0.0867, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 23%|██▎ | 109/469 [00:11<00:37, 9.68it/s, v_num=9, loss/train=0.191, alignment/train=0.0867, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 23%|██▎ | 109/469 [00:11<00:37, 9.68it/s, v_num=9, loss/train=0.159, alignment/train=0.0785, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 23%|██▎ | 110/469 [00:11<00:36, 9.72it/s, v_num=9, loss/train=0.159, alignment/train=0.0785, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 23%|██▎ | 110/469 [00:11<00:36, 9.72it/s, v_num=9, loss/train=0.160, alignment/train=0.0745, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 24%|██▎ | 111/469 [00:11<00:36, 9.72it/s, v_num=9, loss/train=0.160, alignment/train=0.0745, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 24%|██▎ | 111/469 [00:11<00:36, 9.72it/s, v_num=9, loss/train=0.131, alignment/train=0.0777, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 24%|██▍ | 112/469 [00:11<00:36, 9.72it/s, v_num=9, loss/train=0.131, alignment/train=0.0777, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 24%|██▍ | 112/469 [00:11<00:36, 9.71it/s, v_num=9, loss/train=0.180, alignment/train=0.0767, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 24%|██▍ | 113/469 [00:11<00:36, 9.74it/s, v_num=9, loss/train=0.180, alignment/train=0.0767, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 24%|██▍ | 113/469 [00:11<00:36, 9.74it/s, v_num=9, loss/train=0.200, alignment/train=0.0713, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 24%|██▍ | 114/469 [00:11<00:36, 9.75it/s, v_num=9, loss/train=0.200, alignment/train=0.0713, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 24%|██▍ | 114/469 [00:11<00:36, 9.75it/s, v_num=9, loss/train=0.176, alignment/train=0.0755, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 25%|██▍ | 115/469 [00:11<00:36, 9.76it/s, v_num=9, loss/train=0.176, alignment/train=0.0755, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 25%|██▍ | 115/469 [00:11<00:36, 9.75it/s, v_num=9, loss/train=0.153, alignment/train=0.0733, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 25%|██▍ | 116/469 [00:11<00:36, 9.76it/s, v_num=9, loss/train=0.153, alignment/train=0.0733, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 25%|██▍ | 116/469 [00:11<00:36, 9.76it/s, v_num=9, loss/train=0.158, alignment/train=0.074, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 25%|██▍ | 117/469 [00:11<00:36, 9.77it/s, v_num=9, loss/train=0.158, alignment/train=0.074, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 25%|██▍ | 117/469 [00:11<00:36, 9.77it/s, v_num=9, loss/train=0.175, alignment/train=0.0751, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 25%|██▌ | 118/469 [00:12<00:35, 9.79it/s, v_num=9, loss/train=0.175, alignment/train=0.0751, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 25%|██▌ | 118/469 [00:12<00:35, 9.79it/s, v_num=9, loss/train=0.176, alignment/train=0.0711, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 25%|██▌ | 119/469 [00:12<00:35, 9.76it/s, v_num=9, loss/train=0.176, alignment/train=0.0711, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 25%|██▌ | 119/469 [00:12<00:35, 9.76it/s, v_num=9, loss/train=0.160, alignment/train=0.0742, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 26%|██▌ | 120/469 [00:12<00:35, 9.80it/s, v_num=9, loss/train=0.160, alignment/train=0.0742, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 26%|██▌ | 120/469 [00:12<00:35, 9.80it/s, v_num=9, loss/train=0.162, alignment/train=0.0671, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 26%|██▌ | 121/469 [00:12<00:35, 9.80it/s, v_num=9, loss/train=0.162, alignment/train=0.0671, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 26%|██▌ | 121/469 [00:12<00:35, 9.80it/s, v_num=9, loss/train=0.162, alignment/train=0.0753, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 26%|██▌ | 122/469 [00:12<00:35, 9.82it/s, v_num=9, loss/train=0.162, alignment/train=0.0753, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 26%|██▌ | 122/469 [00:12<00:35, 9.82it/s, v_num=9, loss/train=0.199, alignment/train=0.0883, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 26%|██▌ | 123/469 [00:12<00:35, 9.86it/s, v_num=9, loss/train=0.199, alignment/train=0.0883, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 26%|██▌ | 123/469 [00:12<00:35, 9.86it/s, v_num=9, loss/train=0.183, alignment/train=0.0712, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 26%|██▋ | 124/469 [00:12<00:34, 9.89it/s, v_num=9, loss/train=0.183, alignment/train=0.0712, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 26%|██▋ | 124/469 [00:12<00:34, 9.89it/s, v_num=9, loss/train=0.184, alignment/train=0.0823, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 27%|██▋ | 125/469 [00:12<00:34, 9.86it/s, v_num=9, loss/train=0.184, alignment/train=0.0823, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 27%|██▋ | 125/469 [00:12<00:34, 9.86it/s, v_num=9, loss/train=0.159, alignment/train=0.0799, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 27%|██▋ | 126/469 [00:12<00:34, 9.86it/s, v_num=9, loss/train=0.159, alignment/train=0.0799, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 27%|██▋ | 126/469 [00:12<00:34, 9.86it/s, v_num=9, loss/train=0.203, alignment/train=0.0922, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 27%|██▋ | 127/469 [00:12<00:34, 9.89it/s, v_num=9, loss/train=0.203, alignment/train=0.0922, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 27%|██▋ | 127/469 [00:12<00:34, 9.89it/s, v_num=9, loss/train=0.182, alignment/train=0.0867, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 27%|██▋ | 128/469 [00:12<00:34, 9.87it/s, v_num=9, loss/train=0.182, alignment/train=0.0867, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 27%|██▋ | 128/469 [00:12<00:34, 9.87it/s, v_num=9, loss/train=0.171, alignment/train=0.0794, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 28%|██▊ | 129/469 [00:13<00:34, 9.90it/s, v_num=9, loss/train=0.171, alignment/train=0.0794, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 28%|██▊ | 129/469 [00:13<00:34, 9.90it/s, v_num=9, loss/train=0.181, alignment/train=0.0833, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 28%|██▊ | 130/469 [00:13<00:34, 9.93it/s, v_num=9, loss/train=0.181, alignment/train=0.0833, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 28%|██▊ | 130/469 [00:13<00:34, 9.93it/s, v_num=9, loss/train=0.206, alignment/train=0.0779, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 28%|██▊ | 131/469 [00:13<00:34, 9.93it/s, v_num=9, loss/train=0.206, alignment/train=0.0779, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 28%|██▊ | 131/469 [00:13<00:34, 9.93it/s, v_num=9, loss/train=0.193, alignment/train=0.0834, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 28%|██▊ | 132/469 [00:13<00:33, 9.93it/s, v_num=9, loss/train=0.193, alignment/train=0.0834, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 28%|██▊ | 132/469 [00:13<00:33, 9.93it/s, v_num=9, loss/train=0.168, alignment/train=0.0928, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 28%|██▊ | 133/469 [00:13<00:33, 9.90it/s, v_num=9, loss/train=0.168, alignment/train=0.0928, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 28%|██▊ | 133/469 [00:13<00:33, 9.90it/s, v_num=9, loss/train=0.195, alignment/train=0.084, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 29%|██▊ | 134/469 [00:13<00:33, 9.93it/s, v_num=9, loss/train=0.195, alignment/train=0.084, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 29%|██▊ | 134/469 [00:13<00:33, 9.93it/s, v_num=9, loss/train=0.156, alignment/train=0.0743, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 29%|██▉ | 135/469 [00:13<00:33, 9.95it/s, v_num=9, loss/train=0.156, alignment/train=0.0743, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 29%|██▉ | 135/469 [00:13<00:33, 9.95it/s, v_num=9, loss/train=0.184, alignment/train=0.0877, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 29%|██▉ | 136/469 [00:13<00:33, 9.95it/s, v_num=9, loss/train=0.184, alignment/train=0.0877, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 29%|██▉ | 136/469 [00:13<00:33, 9.95it/s, v_num=9, loss/train=0.157, alignment/train=0.0764, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 29%|██▉ | 137/469 [00:13<00:33, 9.98it/s, v_num=9, loss/train=0.157, alignment/train=0.0764, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 29%|██▉ | 137/469 [00:13<00:33, 9.98it/s, v_num=9, loss/train=0.219, alignment/train=0.0938, uniformity/train=-3.53, contrastive_acc/train=0.988, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 29%|██▉ | 138/469 [00:13<00:33, 10.02it/s, v_num=9, loss/train=0.219, alignment/train=0.0938, uniformity/train=-3.53, contrastive_acc/train=0.988, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 29%|██▉ | 138/469 [00:13<00:33, 10.01it/s, v_num=9, loss/train=0.179, alignment/train=0.0803, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 30%|██▉ | 139/469 [00:13<00:33, 9.97it/s, v_num=9, loss/train=0.179, alignment/train=0.0803, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 30%|██▉ | 139/469 [00:13<00:33, 9.97it/s, v_num=9, loss/train=0.164, alignment/train=0.0767, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 30%|██▉ | 140/469 [00:14<00:33, 9.96it/s, v_num=9, loss/train=0.164, alignment/train=0.0767, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 30%|██▉ | 140/469 [00:14<00:33, 9.96it/s, v_num=9, loss/train=0.176, alignment/train=0.0841, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 30%|███ | 141/469 [00:14<00:32, 9.99it/s, v_num=9, loss/train=0.176, alignment/train=0.0841, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 30%|███ | 141/469 [00:14<00:32, 9.99it/s, v_num=9, loss/train=0.153, alignment/train=0.0681, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 30%|███ | 142/469 [00:14<00:32, 10.01it/s, v_num=9, loss/train=0.153, alignment/train=0.0681, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 30%|███ | 142/469 [00:14<00:32, 10.01it/s, v_num=9, loss/train=0.189, alignment/train=0.093, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 30%|███ | 143/469 [00:14<00:32, 10.04it/s, v_num=9, loss/train=0.189, alignment/train=0.093, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 30%|███ | 143/469 [00:14<00:32, 10.04it/s, v_num=9, loss/train=0.166, alignment/train=0.0802, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 31%|███ | 144/469 [00:14<00:32, 10.04it/s, v_num=9, loss/train=0.166, alignment/train=0.0802, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 31%|███ | 144/469 [00:14<00:32, 10.04it/s, v_num=9, loss/train=0.164, alignment/train=0.0813, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 31%|███ | 145/469 [00:14<00:32, 10.07it/s, v_num=9, loss/train=0.164, alignment/train=0.0813, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 31%|███ | 145/469 [00:14<00:32, 10.07it/s, v_num=9, loss/train=0.178, alignment/train=0.0786, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 31%|███ | 146/469 [00:14<00:32, 10.06it/s, v_num=9, loss/train=0.178, alignment/train=0.0786, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 31%|███ | 146/469 [00:14<00:32, 10.06it/s, v_num=9, loss/train=0.163, alignment/train=0.0795, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 31%|███▏ | 147/469 [00:14<00:32, 10.03it/s, v_num=9, loss/train=0.163, alignment/train=0.0795, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 31%|███▏ | 147/469 [00:14<00:32, 10.03it/s, v_num=9, loss/train=0.167, alignment/train=0.066, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 32%|███▏ | 148/469 [00:14<00:31, 10.06it/s, v_num=9, loss/train=0.167, alignment/train=0.066, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 32%|███▏ | 148/469 [00:14<00:31, 10.06it/s, v_num=9, loss/train=0.175, alignment/train=0.0779, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 32%|███▏ | 149/469 [00:14<00:31, 10.07it/s, v_num=9, loss/train=0.175, alignment/train=0.0779, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 32%|███▏ | 149/469 [00:14<00:31, 10.07it/s, v_num=9, loss/train=0.215, alignment/train=0.0874, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 32%|███▏ | 150/469 [00:14<00:31, 10.06it/s, v_num=9, loss/train=0.215, alignment/train=0.0874, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 32%|███▏ | 150/469 [00:14<00:31, 10.06it/s, v_num=9, loss/train=0.158, alignment/train=0.0721, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 32%|███▏ | 151/469 [00:14<00:31, 10.08it/s, v_num=9, loss/train=0.158, alignment/train=0.0721, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 32%|███▏ | 151/469 [00:14<00:31, 10.08it/s, v_num=9, loss/train=0.151, alignment/train=0.0759, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 32%|███▏ | 152/469 [00:15<00:31, 10.10it/s, v_num=9, loss/train=0.151, alignment/train=0.0759, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 32%|███▏ | 152/469 [00:15<00:31, 10.10it/s, v_num=9, loss/train=0.193, alignment/train=0.0852, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 33%|███▎ | 153/469 [00:15<00:31, 10.12it/s, v_num=9, loss/train=0.193, alignment/train=0.0852, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 33%|███▎ | 153/469 [00:15<00:31, 10.12it/s, v_num=9, loss/train=0.152, alignment/train=0.0761, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 33%|███▎ | 154/469 [00:15<00:31, 10.11it/s, v_num=9, loss/train=0.152, alignment/train=0.0761, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 33%|███▎ | 154/469 [00:15<00:31, 10.11it/s, v_num=9, loss/train=0.179, alignment/train=0.0834, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 33%|███▎ | 155/469 [00:15<00:31, 10.10it/s, v_num=9, loss/train=0.179, alignment/train=0.0834, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 33%|███▎ | 155/469 [00:15<00:31, 10.10it/s, v_num=9, loss/train=0.183, alignment/train=0.0868, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 33%|███▎ | 156/469 [00:15<00:30, 10.12it/s, v_num=9, loss/train=0.183, alignment/train=0.0868, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 33%|███▎ | 156/469 [00:15<00:30, 10.12it/s, v_num=9, loss/train=0.166, alignment/train=0.072, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 33%|███▎ | 157/469 [00:15<00:30, 10.13it/s, v_num=9, loss/train=0.166, alignment/train=0.072, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 33%|███▎ | 157/469 [00:15<00:30, 10.13it/s, v_num=9, loss/train=0.155, alignment/train=0.0831, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 34%|███▎ | 158/469 [00:15<00:30, 10.13it/s, v_num=9, loss/train=0.155, alignment/train=0.0831, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 34%|███▎ | 158/469 [00:15<00:30, 10.13it/s, v_num=9, loss/train=0.174, alignment/train=0.0783, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 34%|███▍ | 159/469 [00:15<00:30, 10.15it/s, v_num=9, loss/train=0.174, alignment/train=0.0783, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 34%|███▍ | 159/469 [00:15<00:30, 10.15it/s, v_num=9, loss/train=0.161, alignment/train=0.0813, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 34%|███▍ | 160/469 [00:15<00:30, 10.15it/s, v_num=9, loss/train=0.161, alignment/train=0.0813, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 34%|███▍ | 160/469 [00:15<00:30, 10.14it/s, v_num=9, loss/train=0.179, alignment/train=0.0724, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 34%|███▍ | 161/469 [00:15<00:30, 10.14it/s, v_num=9, loss/train=0.179, alignment/train=0.0724, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 34%|███▍ | 161/469 [00:15<00:30, 10.14it/s, v_num=9, loss/train=0.182, alignment/train=0.0797, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 35%|███▍ | 162/469 [00:15<00:30, 10.15it/s, v_num=9, loss/train=0.182, alignment/train=0.0797, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 35%|███▍ | 162/469 [00:15<00:30, 10.15it/s, v_num=9, loss/train=0.168, alignment/train=0.0722, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 35%|███▍ | 163/469 [00:16<00:30, 10.15it/s, v_num=9, loss/train=0.168, alignment/train=0.0722, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 35%|███▍ | 163/469 [00:16<00:30, 10.15it/s, v_num=9, loss/train=0.142, alignment/train=0.0702, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 35%|███▍ | 164/469 [00:16<00:30, 10.16it/s, v_num=9, loss/train=0.142, alignment/train=0.0702, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 35%|███▍ | 164/469 [00:16<00:30, 10.16it/s, v_num=9, loss/train=0.158, alignment/train=0.0744, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 35%|███▌ | 165/469 [00:16<00:29, 10.19it/s, v_num=9, loss/train=0.158, alignment/train=0.0744, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 35%|███▌ | 165/469 [00:16<00:29, 10.18it/s, v_num=9, loss/train=0.144, alignment/train=0.0794, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 35%|███▌ | 166/469 [00:16<00:29, 10.19it/s, v_num=9, loss/train=0.144, alignment/train=0.0794, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 35%|███▌ | 166/469 [00:16<00:29, 10.19it/s, v_num=9, loss/train=0.174, alignment/train=0.0733, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 36%|███▌ | 167/469 [00:16<00:29, 10.21it/s, v_num=9, loss/train=0.174, alignment/train=0.0733, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 36%|███▌ | 167/469 [00:16<00:29, 10.21it/s, v_num=9, loss/train=0.227, alignment/train=0.101, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 36%|███▌ | 168/469 [00:16<00:29, 10.23it/s, v_num=9, loss/train=0.227, alignment/train=0.101, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 36%|███▌ | 168/469 [00:16<00:29, 10.23it/s, v_num=9, loss/train=0.142, alignment/train=0.0767, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 36%|███▌ | 169/469 [00:16<00:29, 10.24it/s, v_num=9, loss/train=0.142, alignment/train=0.0767, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 36%|███▌ | 169/469 [00:16<00:29, 10.24it/s, v_num=9, loss/train=0.178, alignment/train=0.077, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 36%|███▌ | 170/469 [00:16<00:29, 10.25it/s, v_num=9, loss/train=0.178, alignment/train=0.077, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 36%|███▌ | 170/469 [00:16<00:29, 10.25it/s, v_num=9, loss/train=0.156, alignment/train=0.0782, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 36%|███▋ | 171/469 [00:16<00:29, 10.24it/s, v_num=9, loss/train=0.156, alignment/train=0.0782, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 36%|███▋ | 171/469 [00:16<00:29, 10.24it/s, v_num=9, loss/train=0.180, alignment/train=0.0726, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 37%|███▋ | 172/469 [00:16<00:28, 10.26it/s, v_num=9, loss/train=0.180, alignment/train=0.0726, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 37%|███▋ | 172/469 [00:16<00:28, 10.26it/s, v_num=9, loss/train=0.166, alignment/train=0.0738, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 37%|███▋ | 173/469 [00:16<00:28, 10.25it/s, v_num=9, loss/train=0.166, alignment/train=0.0738, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 37%|███▋ | 173/469 [00:16<00:28, 10.25it/s, v_num=9, loss/train=0.186, alignment/train=0.0815, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 37%|███▋ | 174/469 [00:16<00:28, 10.26it/s, v_num=9, loss/train=0.186, alignment/train=0.0815, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 37%|███▋ | 174/469 [00:16<00:28, 10.25it/s, v_num=9, loss/train=0.149, alignment/train=0.0722, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 37%|███▋ | 175/469 [00:17<00:28, 10.28it/s, v_num=9, loss/train=0.149, alignment/train=0.0722, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 37%|███▋ | 175/469 [00:17<00:28, 10.28it/s, v_num=9, loss/train=0.159, alignment/train=0.0824, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 38%|███▊ | 176/469 [00:17<00:28, 10.29it/s, v_num=9, loss/train=0.159, alignment/train=0.0824, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 38%|███▊ | 176/469 [00:17<00:28, 10.29it/s, v_num=9, loss/train=0.193, alignment/train=0.080, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 38%|███▊ | 177/469 [00:17<00:28, 10.20it/s, v_num=9, loss/train=0.193, alignment/train=0.080, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 38%|███▊ | 177/469 [00:17<00:28, 10.20it/s, v_num=9, loss/train=0.176, alignment/train=0.0844, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 38%|███▊ | 178/469 [00:17<00:28, 10.23it/s, v_num=9, loss/train=0.176, alignment/train=0.0844, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 38%|███▊ | 178/469 [00:17<00:28, 10.23it/s, v_num=9, loss/train=0.148, alignment/train=0.0864, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 38%|███▊ | 179/469 [00:17<00:28, 10.25it/s, v_num=9, loss/train=0.148, alignment/train=0.0864, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 38%|███▊ | 179/469 [00:17<00:28, 10.25it/s, v_num=9, loss/train=0.176, alignment/train=0.0786, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 38%|███▊ | 180/469 [00:17<00:28, 10.25it/s, v_num=9, loss/train=0.176, alignment/train=0.0786, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 38%|███▊ | 180/469 [00:17<00:28, 10.25it/s, v_num=9, loss/train=0.154, alignment/train=0.0789, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 39%|███▊ | 181/469 [00:17<00:28, 10.25it/s, v_num=9, loss/train=0.154, alignment/train=0.0789, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 39%|███▊ | 181/469 [00:17<00:28, 10.25it/s, v_num=9, loss/train=0.201, alignment/train=0.089, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 39%|███▉ | 182/469 [00:17<00:27, 10.28it/s, v_num=9, loss/train=0.201, alignment/train=0.089, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 39%|███▉ | 182/469 [00:17<00:27, 10.28it/s, v_num=9, loss/train=0.182, alignment/train=0.0843, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 39%|███▉ | 183/469 [00:17<00:27, 10.30it/s, v_num=9, loss/train=0.182, alignment/train=0.0843, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 39%|███▉ | 183/469 [00:17<00:27, 10.30it/s, v_num=9, loss/train=0.158, alignment/train=0.082, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 39%|███▉ | 184/469 [00:17<00:27, 10.31it/s, v_num=9, loss/train=0.158, alignment/train=0.082, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 39%|███▉ | 184/469 [00:17<00:27, 10.31it/s, v_num=9, loss/train=0.188, alignment/train=0.0782, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 39%|███▉ | 185/469 [00:17<00:27, 10.31it/s, v_num=9, loss/train=0.188, alignment/train=0.0782, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 39%|███▉ | 185/469 [00:17<00:27, 10.31it/s, v_num=9, loss/train=0.156, alignment/train=0.0719, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 40%|███▉ | 186/469 [00:18<00:27, 10.26it/s, v_num=9, loss/train=0.156, alignment/train=0.0719, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 40%|███▉ | 186/469 [00:18<00:27, 10.26it/s, v_num=9, loss/train=0.159, alignment/train=0.084, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 40%|███▉ | 187/469 [00:18<00:27, 10.28it/s, v_num=9, loss/train=0.159, alignment/train=0.084, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 40%|███▉ | 187/469 [00:18<00:27, 10.28it/s, v_num=9, loss/train=0.178, alignment/train=0.0871, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 40%|████ | 188/469 [00:18<00:27, 10.31it/s, v_num=9, loss/train=0.178, alignment/train=0.0871, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 40%|████ | 188/469 [00:18<00:27, 10.31it/s, v_num=9, loss/train=0.160, alignment/train=0.0758, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 40%|████ | 189/469 [00:18<00:27, 10.31it/s, v_num=9, loss/train=0.160, alignment/train=0.0758, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 40%|████ | 189/469 [00:18<00:27, 10.31it/s, v_num=9, loss/train=0.159, alignment/train=0.0811, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 41%|████ | 190/469 [00:18<00:27, 10.29it/s, v_num=9, loss/train=0.159, alignment/train=0.0811, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 41%|████ | 190/469 [00:18<00:27, 10.29it/s, v_num=9, loss/train=0.152, alignment/train=0.0705, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 41%|████ | 191/469 [00:18<00:26, 10.31it/s, v_num=9, loss/train=0.152, alignment/train=0.0705, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 41%|████ | 191/469 [00:18<00:26, 10.31it/s, v_num=9, loss/train=0.158, alignment/train=0.0748, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 41%|████ | 192/469 [00:18<00:26, 10.30it/s, v_num=9, loss/train=0.158, alignment/train=0.0748, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 41%|████ | 192/469 [00:18<00:26, 10.30it/s, v_num=9, loss/train=0.192, alignment/train=0.0775, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 41%|████ | 193/469 [00:18<00:26, 10.32it/s, v_num=9, loss/train=0.192, alignment/train=0.0775, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 41%|████ | 193/469 [00:18<00:26, 10.32it/s, v_num=9, loss/train=0.158, alignment/train=0.078, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 41%|████▏ | 194/469 [00:18<00:26, 10.29it/s, v_num=9, loss/train=0.158, alignment/train=0.078, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 41%|████▏ | 194/469 [00:18<00:26, 10.29it/s, v_num=9, loss/train=0.166, alignment/train=0.0808, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 42%|████▏ | 195/469 [00:18<00:26, 10.31it/s, v_num=9, loss/train=0.166, alignment/train=0.0808, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 42%|████▏ | 195/469 [00:18<00:26, 10.31it/s, v_num=9, loss/train=0.197, alignment/train=0.0853, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 42%|████▏ | 196/469 [00:18<00:26, 10.33it/s, v_num=9, loss/train=0.197, alignment/train=0.0853, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 42%|████▏ | 196/469 [00:18<00:26, 10.33it/s, v_num=9, loss/train=0.160, alignment/train=0.0743, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 42%|████▏ | 197/469 [00:19<00:26, 10.30it/s, v_num=9, loss/train=0.160, alignment/train=0.0743, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 42%|████▏ | 197/469 [00:19<00:26, 10.30it/s, v_num=9, loss/train=0.135, alignment/train=0.0797, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 42%|████▏ | 198/469 [00:19<00:26, 10.32it/s, v_num=9, loss/train=0.135, alignment/train=0.0797, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 42%|████▏ | 198/469 [00:19<00:26, 10.32it/s, v_num=9, loss/train=0.158, alignment/train=0.0785, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 42%|████▏ | 199/469 [00:19<00:26, 10.34it/s, v_num=9, loss/train=0.158, alignment/train=0.0785, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 42%|████▏ | 199/469 [00:19<00:26, 10.34it/s, v_num=9, loss/train=0.178, alignment/train=0.0948, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 43%|████▎ | 200/469 [00:19<00:26, 10.33it/s, v_num=9, loss/train=0.178, alignment/train=0.0948, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 43%|████▎ | 200/469 [00:19<00:26, 10.33it/s, v_num=9, loss/train=0.180, alignment/train=0.0702, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 43%|████▎ | 201/469 [00:19<00:25, 10.34it/s, v_num=9, loss/train=0.180, alignment/train=0.0702, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 43%|████▎ | 201/469 [00:19<00:25, 10.34it/s, v_num=9, loss/train=0.146, alignment/train=0.0741, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 43%|████▎ | 202/469 [00:19<00:25, 10.36it/s, v_num=9, loss/train=0.146, alignment/train=0.0741, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 43%|████▎ | 202/469 [00:19<00:25, 10.36it/s, v_num=9, loss/train=0.176, alignment/train=0.0711, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 43%|████▎ | 203/469 [00:19<00:25, 10.36it/s, v_num=9, loss/train=0.176, alignment/train=0.0711, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 43%|████▎ | 203/469 [00:19<00:25, 10.36it/s, v_num=9, loss/train=0.172, alignment/train=0.0718, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 43%|████▎ | 204/469 [00:19<00:25, 10.35it/s, v_num=9, loss/train=0.172, alignment/train=0.0718, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 43%|████▎ | 204/469 [00:19<00:25, 10.35it/s, v_num=9, loss/train=0.150, alignment/train=0.083, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 44%|████▎ | 205/469 [00:19<00:25, 10.37it/s, v_num=9, loss/train=0.150, alignment/train=0.083, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 44%|████▎ | 205/469 [00:19<00:25, 10.37it/s, v_num=9, loss/train=0.182, alignment/train=0.0814, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 44%|████▍ | 206/469 [00:19<00:25, 10.39it/s, v_num=9, loss/train=0.182, alignment/train=0.0814, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 44%|████▍ | 206/469 [00:19<00:25, 10.39it/s, v_num=9, loss/train=0.180, alignment/train=0.0649, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 44%|████▍ | 207/469 [00:19<00:25, 10.41it/s, v_num=9, loss/train=0.180, alignment/train=0.0649, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 44%|████▍ | 207/469 [00:19<00:25, 10.41it/s, v_num=9, loss/train=0.151, alignment/train=0.0787, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 44%|████▍ | 208/469 [00:19<00:25, 10.42it/s, v_num=9, loss/train=0.151, alignment/train=0.0787, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 44%|████▍ | 208/469 [00:19<00:25, 10.42it/s, v_num=9, loss/train=0.171, alignment/train=0.071, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 45%|████▍ | 209/469 [00:20<00:24, 10.42it/s, v_num=9, loss/train=0.171, alignment/train=0.071, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 45%|████▍ | 209/469 [00:20<00:24, 10.42it/s, v_num=9, loss/train=0.177, alignment/train=0.0764, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 45%|████▍ | 210/469 [00:20<00:24, 10.41it/s, v_num=9, loss/train=0.177, alignment/train=0.0764, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 45%|████▍ | 210/469 [00:20<00:24, 10.41it/s, v_num=9, loss/train=0.153, alignment/train=0.0792, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 45%|████▍ | 211/469 [00:20<00:24, 10.41it/s, v_num=9, loss/train=0.153, alignment/train=0.0792, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 45%|████▍ | 211/469 [00:20<00:24, 10.41it/s, v_num=9, loss/train=0.158, alignment/train=0.0731, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 45%|████▌ | 212/469 [00:20<00:24, 10.40it/s, v_num=9, loss/train=0.158, alignment/train=0.0731, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 45%|████▌ | 212/469 [00:20<00:24, 10.39it/s, v_num=9, loss/train=0.188, alignment/train=0.0693, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 45%|████▌ | 213/469 [00:20<00:24, 10.39it/s, v_num=9, loss/train=0.188, alignment/train=0.0693, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 45%|████▌ | 213/469 [00:20<00:24, 10.39it/s, v_num=9, loss/train=0.158, alignment/train=0.0774, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 46%|████▌ | 214/469 [00:20<00:24, 10.38it/s, v_num=9, loss/train=0.158, alignment/train=0.0774, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 46%|████▌ | 214/469 [00:20<00:24, 10.38it/s, v_num=9, loss/train=0.162, alignment/train=0.0782, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 46%|████▌ | 215/469 [00:20<00:24, 10.39it/s, v_num=9, loss/train=0.162, alignment/train=0.0782, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 46%|████▌ | 215/469 [00:20<00:24, 10.39it/s, v_num=9, loss/train=0.154, alignment/train=0.0849, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 46%|████▌ | 216/469 [00:20<00:24, 10.39it/s, v_num=9, loss/train=0.154, alignment/train=0.0849, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 46%|████▌ | 216/469 [00:20<00:24, 10.39it/s, v_num=9, loss/train=0.192, alignment/train=0.0936, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 46%|████▋ | 217/469 [00:20<00:24, 10.39it/s, v_num=9, loss/train=0.192, alignment/train=0.0936, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 46%|████▋ | 217/469 [00:20<00:24, 10.39it/s, v_num=9, loss/train=0.154, alignment/train=0.0754, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 46%|████▋ | 218/469 [00:20<00:24, 10.40it/s, v_num=9, loss/train=0.154, alignment/train=0.0754, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 46%|████▋ | 218/469 [00:20<00:24, 10.40it/s, v_num=9, loss/train=0.148, alignment/train=0.0777, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 47%|████▋ | 219/469 [00:21<00:23, 10.42it/s, v_num=9, loss/train=0.148, alignment/train=0.0777, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 47%|████▋ | 219/469 [00:21<00:23, 10.42it/s, v_num=9, loss/train=0.142, alignment/train=0.0731, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 47%|████▋ | 220/469 [00:21<00:23, 10.42it/s, v_num=9, loss/train=0.142, alignment/train=0.0731, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 47%|████▋ | 220/469 [00:21<00:23, 10.41it/s, v_num=9, loss/train=0.179, alignment/train=0.0771, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 47%|████▋ | 221/469 [00:21<00:23, 10.43it/s, v_num=9, loss/train=0.179, alignment/train=0.0771, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 47%|████▋ | 221/469 [00:21<00:23, 10.43it/s, v_num=9, loss/train=0.177, alignment/train=0.0864, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 47%|████▋ | 222/469 [00:21<00:23, 10.43it/s, v_num=9, loss/train=0.177, alignment/train=0.0864, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 47%|████▋ | 222/469 [00:21<00:23, 10.43it/s, v_num=9, loss/train=0.204, alignment/train=0.0875, uniformity/train=-3.55, contrastive_acc/train=0.988, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 48%|████▊ | 223/469 [00:21<00:23, 10.40it/s, v_num=9, loss/train=0.204, alignment/train=0.0875, uniformity/train=-3.55, contrastive_acc/train=0.988, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 48%|████▊ | 223/469 [00:21<00:23, 10.40it/s, v_num=9, loss/train=0.159, alignment/train=0.0773, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 48%|████▊ | 224/469 [00:21<00:23, 10.41it/s, v_num=9, loss/train=0.159, alignment/train=0.0773, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 48%|████▊ | 224/469 [00:21<00:23, 10.41it/s, v_num=9, loss/train=0.145, alignment/train=0.074, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 48%|████▊ | 225/469 [00:21<00:23, 10.42it/s, v_num=9, loss/train=0.145, alignment/train=0.074, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 48%|████▊ | 225/469 [00:21<00:23, 10.42it/s, v_num=9, loss/train=0.168, alignment/train=0.0797, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 48%|████▊ | 226/469 [00:21<00:23, 10.41it/s, v_num=9, loss/train=0.168, alignment/train=0.0797, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 48%|████▊ | 226/469 [00:21<00:23, 10.41it/s, v_num=9, loss/train=0.142, alignment/train=0.0688, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 48%|████▊ | 227/469 [00:21<00:23, 10.42it/s, v_num=9, loss/train=0.142, alignment/train=0.0688, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 48%|████▊ | 227/469 [00:21<00:23, 10.42it/s, v_num=9, loss/train=0.147, alignment/train=0.0843, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 49%|████▊ | 228/469 [00:21<00:23, 10.43it/s, v_num=9, loss/train=0.147, alignment/train=0.0843, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 49%|████▊ | 228/469 [00:21<00:23, 10.43it/s, v_num=9, loss/train=0.154, alignment/train=0.0781, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 49%|████▉ | 229/469 [00:21<00:22, 10.44it/s, v_num=9, loss/train=0.154, alignment/train=0.0781, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 49%|████▉ | 229/469 [00:21<00:22, 10.44it/s, v_num=9, loss/train=0.194, alignment/train=0.0852, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 49%|████▉ | 230/469 [00:22<00:22, 10.44it/s, v_num=9, loss/train=0.194, alignment/train=0.0852, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 49%|████▉ | 230/469 [00:22<00:22, 10.44it/s, v_num=9, loss/train=0.190, alignment/train=0.0748, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 49%|████▉ | 231/469 [00:22<00:22, 10.45it/s, v_num=9, loss/train=0.190, alignment/train=0.0748, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 49%|████▉ | 231/469 [00:22<00:22, 10.44it/s, v_num=9, loss/train=0.144, alignment/train=0.0733, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 49%|████▉ | 232/469 [00:22<00:22, 10.44it/s, v_num=9, loss/train=0.144, alignment/train=0.0733, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 49%|████▉ | 232/469 [00:22<00:22, 10.44it/s, v_num=9, loss/train=0.175, alignment/train=0.0876, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 50%|████▉ | 233/469 [00:22<00:22, 10.46it/s, v_num=9, loss/train=0.175, alignment/train=0.0876, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 50%|████▉ | 233/469 [00:22<00:22, 10.46it/s, v_num=9, loss/train=0.164, alignment/train=0.0736, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 50%|████▉ | 234/469 [00:22<00:22, 10.45it/s, v_num=9, loss/train=0.164, alignment/train=0.0736, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 50%|████▉ | 234/469 [00:22<00:22, 10.45it/s, v_num=9, loss/train=0.164, alignment/train=0.0811, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 50%|█████ | 235/469 [00:22<00:22, 10.47it/s, v_num=9, loss/train=0.164, alignment/train=0.0811, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 50%|█████ | 235/469 [00:22<00:22, 10.47it/s, v_num=9, loss/train=0.198, alignment/train=0.0807, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 50%|█████ | 236/469 [00:22<00:22, 10.48it/s, v_num=9, loss/train=0.198, alignment/train=0.0807, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 50%|█████ | 236/469 [00:22<00:22, 10.48it/s, v_num=9, loss/train=0.187, alignment/train=0.0914, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 51%|█████ | 237/469 [00:22<00:22, 10.48it/s, v_num=9, loss/train=0.187, alignment/train=0.0914, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 51%|█████ | 237/469 [00:22<00:22, 10.48it/s, v_num=9, loss/train=0.136, alignment/train=0.0773, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 51%|█████ | 238/469 [00:22<00:22, 10.48it/s, v_num=9, loss/train=0.136, alignment/train=0.0773, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 51%|█████ | 238/469 [00:22<00:22, 10.48it/s, v_num=9, loss/train=0.169, alignment/train=0.0823, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 51%|█████ | 239/469 [00:22<00:21, 10.49it/s, v_num=9, loss/train=0.169, alignment/train=0.0823, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 51%|█████ | 239/469 [00:22<00:21, 10.49it/s, v_num=9, loss/train=0.179, alignment/train=0.0899, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 51%|█████ | 240/469 [00:22<00:21, 10.50it/s, v_num=9, loss/train=0.179, alignment/train=0.0899, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 51%|█████ | 240/469 [00:22<00:21, 10.50it/s, v_num=9, loss/train=0.175, alignment/train=0.0861, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 51%|█████▏ | 241/469 [00:22<00:21, 10.52it/s, v_num=9, loss/train=0.175, alignment/train=0.0861, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 51%|█████▏ | 241/469 [00:22<00:21, 10.52it/s, v_num=9, loss/train=0.183, alignment/train=0.0855, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 52%|█████▏ | 242/469 [00:23<00:21, 10.47it/s, v_num=9, loss/train=0.183, alignment/train=0.0855, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 52%|█████▏ | 242/469 [00:23<00:21, 10.47it/s, v_num=9, loss/train=0.205, alignment/train=0.0891, uniformity/train=-3.54, contrastive_acc/train=0.988, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 52%|█████▏ | 243/469 [00:23<00:21, 10.49it/s, v_num=9, loss/train=0.205, alignment/train=0.0891, uniformity/train=-3.54, contrastive_acc/train=0.988, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 52%|█████▏ | 243/469 [00:23<00:21, 10.49it/s, v_num=9, loss/train=0.185, alignment/train=0.0737, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 52%|█████▏ | 244/469 [00:23<00:21, 10.49it/s, v_num=9, loss/train=0.185, alignment/train=0.0737, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 52%|█████▏ | 244/469 [00:23<00:21, 10.49it/s, v_num=9, loss/train=0.175, alignment/train=0.0722, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 52%|█████▏ | 245/469 [00:23<00:21, 10.51it/s, v_num=9, loss/train=0.175, alignment/train=0.0722, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 52%|█████▏ | 245/469 [00:23<00:21, 10.51it/s, v_num=9, loss/train=0.181, alignment/train=0.0753, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 52%|█████▏ | 246/469 [00:23<00:21, 10.50it/s, v_num=9, loss/train=0.181, alignment/train=0.0753, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 52%|█████▏ | 246/469 [00:23<00:21, 10.50it/s, v_num=9, loss/train=0.170, alignment/train=0.0759, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 53%|█████▎ | 247/469 [00:23<00:21, 10.48it/s, v_num=9, loss/train=0.170, alignment/train=0.0759, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 53%|█████▎ | 247/469 [00:23<00:21, 10.48it/s, v_num=9, loss/train=0.164, alignment/train=0.0724, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 53%|█████▎ | 248/469 [00:23<00:21, 10.50it/s, v_num=9, loss/train=0.164, alignment/train=0.0724, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 53%|█████▎ | 248/469 [00:23<00:21, 10.50it/s, v_num=9, loss/train=0.161, alignment/train=0.0705, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 53%|█████▎ | 249/469 [00:23<00:20, 10.51it/s, v_num=9, loss/train=0.161, alignment/train=0.0705, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 53%|█████▎ | 249/469 [00:23<00:20, 10.51it/s, v_num=9, loss/train=0.146, alignment/train=0.0818, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 53%|█████▎ | 250/469 [00:23<00:20, 10.52it/s, v_num=9, loss/train=0.146, alignment/train=0.0818, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 53%|█████▎ | 250/469 [00:23<00:20, 10.52it/s, v_num=9, loss/train=0.175, alignment/train=0.0785, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 54%|█████▎ | 251/469 [00:23<00:20, 10.53it/s, v_num=9, loss/train=0.175, alignment/train=0.0785, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 54%|█████▎ | 251/469 [00:23<00:20, 10.53it/s, v_num=9, loss/train=0.151, alignment/train=0.0747, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 54%|█████▎ | 252/469 [00:23<00:20, 10.52it/s, v_num=9, loss/train=0.151, alignment/train=0.0747, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 54%|█████▎ | 252/469 [00:23<00:20, 10.52it/s, v_num=9, loss/train=0.175, alignment/train=0.0874, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 54%|█████▍ | 253/469 [00:24<00:20, 10.53it/s, v_num=9, loss/train=0.175, alignment/train=0.0874, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 54%|█████▍ | 253/469 [00:24<00:20, 10.53it/s, v_num=9, loss/train=0.177, alignment/train=0.0894, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 54%|█████▍ | 254/469 [00:24<00:20, 10.55it/s, v_num=9, loss/train=0.177, alignment/train=0.0894, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 54%|█████▍ | 254/469 [00:24<00:20, 10.55it/s, v_num=9, loss/train=0.181, alignment/train=0.0835, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 54%|█████▍ | 255/469 [00:24<00:20, 10.57it/s, v_num=9, loss/train=0.181, alignment/train=0.0835, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 54%|█████▍ | 255/469 [00:24<00:20, 10.57it/s, v_num=9, loss/train=0.169, alignment/train=0.0759, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 55%|█████▍ | 256/469 [00:24<00:20, 10.55it/s, v_num=9, loss/train=0.169, alignment/train=0.0759, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 55%|█████▍ | 256/469 [00:24<00:20, 10.55it/s, v_num=9, loss/train=0.199, alignment/train=0.0752, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 55%|█████▍ | 257/469 [00:24<00:20, 10.54it/s, v_num=9, loss/train=0.199, alignment/train=0.0752, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 55%|█████▍ | 257/469 [00:24<00:20, 10.54it/s, v_num=9, loss/train=0.200, alignment/train=0.0886, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 55%|█████▌ | 258/469 [00:24<00:20, 10.51it/s, v_num=9, loss/train=0.200, alignment/train=0.0886, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 55%|█████▌ | 258/469 [00:24<00:20, 10.51it/s, v_num=9, loss/train=0.176, alignment/train=0.0642, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 55%|█████▌ | 259/469 [00:24<00:19, 10.52it/s, v_num=9, loss/train=0.176, alignment/train=0.0642, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 55%|█████▌ | 259/469 [00:24<00:19, 10.52it/s, v_num=9, loss/train=0.152, alignment/train=0.0714, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 55%|█████▌ | 260/469 [00:24<00:19, 10.54it/s, v_num=9, loss/train=0.152, alignment/train=0.0714, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 55%|█████▌ | 260/469 [00:24<00:19, 10.54it/s, v_num=9, loss/train=0.155, alignment/train=0.0853, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 56%|█████▌ | 261/469 [00:24<00:19, 10.55it/s, v_num=9, loss/train=0.155, alignment/train=0.0853, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 56%|█████▌ | 261/469 [00:24<00:19, 10.55it/s, v_num=9, loss/train=0.198, alignment/train=0.0886, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 56%|█████▌ | 262/469 [00:24<00:19, 10.54it/s, v_num=9, loss/train=0.198, alignment/train=0.0886, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 56%|█████▌ | 262/469 [00:24<00:19, 10.54it/s, v_num=9, loss/train=0.169, alignment/train=0.0783, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 56%|█████▌ | 263/469 [00:24<00:19, 10.55it/s, v_num=9, loss/train=0.169, alignment/train=0.0783, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 56%|█████▌ | 263/469 [00:24<00:19, 10.55it/s, v_num=9, loss/train=0.169, alignment/train=0.0775, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 56%|█████▋ | 264/469 [00:25<00:19, 10.52it/s, v_num=9, loss/train=0.169, alignment/train=0.0775, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 56%|█████▋ | 264/469 [00:25<00:19, 10.52it/s, v_num=9, loss/train=0.165, alignment/train=0.077, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 57%|█████▋ | 265/469 [00:25<00:19, 10.54it/s, v_num=9, loss/train=0.165, alignment/train=0.077, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 57%|█████▋ | 265/469 [00:25<00:19, 10.54it/s, v_num=9, loss/train=0.207, alignment/train=0.0928, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 57%|█████▋ | 266/469 [00:25<00:19, 10.55it/s, v_num=9, loss/train=0.207, alignment/train=0.0928, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 57%|█████▋ | 266/469 [00:25<00:19, 10.55it/s, v_num=9, loss/train=0.172, alignment/train=0.0731, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 57%|█████▋ | 267/469 [00:25<00:19, 10.55it/s, v_num=9, loss/train=0.172, alignment/train=0.0731, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 57%|█████▋ | 267/469 [00:25<00:19, 10.55it/s, v_num=9, loss/train=0.177, alignment/train=0.0816, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 57%|█████▋ | 268/469 [00:25<00:19, 10.55it/s, v_num=9, loss/train=0.177, alignment/train=0.0816, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 57%|█████▋ | 268/469 [00:25<00:19, 10.55it/s, v_num=9, loss/train=0.166, alignment/train=0.0768, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 57%|█████▋ | 269/469 [00:25<00:18, 10.55it/s, v_num=9, loss/train=0.166, alignment/train=0.0768, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 57%|█████▋ | 269/469 [00:25<00:18, 10.55it/s, v_num=9, loss/train=0.174, alignment/train=0.0717, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 58%|█████▊ | 270/469 [00:25<00:18, 10.54it/s, v_num=9, loss/train=0.174, alignment/train=0.0717, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 58%|█████▊ | 270/469 [00:25<00:18, 10.54it/s, v_num=9, loss/train=0.192, alignment/train=0.0913, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 58%|█████▊ | 271/469 [00:25<00:18, 10.56it/s, v_num=9, loss/train=0.192, alignment/train=0.0913, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 58%|█████▊ | 271/469 [00:25<00:18, 10.56it/s, v_num=9, loss/train=0.184, alignment/train=0.0836, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 58%|█████▊ | 272/469 [00:25<00:18, 10.56it/s, v_num=9, loss/train=0.184, alignment/train=0.0836, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 58%|█████▊ | 272/469 [00:25<00:18, 10.56it/s, v_num=9, loss/train=0.156, alignment/train=0.080, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 58%|█████▊ | 273/469 [00:25<00:18, 10.56it/s, v_num=9, loss/train=0.156, alignment/train=0.080, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 58%|█████▊ | 273/469 [00:25<00:18, 10.56it/s, v_num=9, loss/train=0.149, alignment/train=0.0816, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 58%|█████▊ | 274/469 [00:25<00:18, 10.57it/s, v_num=9, loss/train=0.149, alignment/train=0.0816, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 58%|█████▊ | 274/469 [00:25<00:18, 10.57it/s, v_num=9, loss/train=0.164, alignment/train=0.077, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 59%|█████▊ | 275/469 [00:25<00:18, 10.58it/s, v_num=9, loss/train=0.164, alignment/train=0.077, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 59%|█████▊ | 275/469 [00:25<00:18, 10.58it/s, v_num=9, loss/train=0.151, alignment/train=0.0766, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 59%|█████▉ | 276/469 [00:26<00:18, 10.59it/s, v_num=9, loss/train=0.151, alignment/train=0.0766, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 59%|█████▉ | 276/469 [00:26<00:18, 10.59it/s, v_num=9, loss/train=0.187, alignment/train=0.0818, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 59%|█████▉ | 277/469 [00:26<00:18, 10.58it/s, v_num=9, loss/train=0.187, alignment/train=0.0818, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 59%|█████▉ | 277/469 [00:26<00:18, 10.58it/s, v_num=9, loss/train=0.154, alignment/train=0.071, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 59%|█████▉ | 278/469 [00:26<00:18, 10.60it/s, v_num=9, loss/train=0.154, alignment/train=0.071, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 59%|█████▉ | 278/469 [00:26<00:18, 10.59it/s, v_num=9, loss/train=0.165, alignment/train=0.083, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 59%|█████▉ | 279/469 [00:26<00:17, 10.61it/s, v_num=9, loss/train=0.165, alignment/train=0.083, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 59%|█████▉ | 279/469 [00:26<00:17, 10.61it/s, v_num=9, loss/train=0.173, alignment/train=0.0739, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 60%|█████▉ | 280/469 [00:26<00:17, 10.62it/s, v_num=9, loss/train=0.173, alignment/train=0.0739, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 60%|█████▉ | 280/469 [00:26<00:17, 10.62it/s, v_num=9, loss/train=0.189, alignment/train=0.0827, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 60%|█████▉ | 281/469 [00:26<00:17, 10.61it/s, v_num=9, loss/train=0.189, alignment/train=0.0827, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 60%|█████▉ | 281/469 [00:26<00:17, 10.61it/s, v_num=9, loss/train=0.204, alignment/train=0.0924, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 60%|██████ | 282/469 [00:26<00:17, 10.59it/s, v_num=9, loss/train=0.204, alignment/train=0.0924, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 60%|██████ | 282/469 [00:26<00:17, 10.58it/s, v_num=9, loss/train=0.162, alignment/train=0.0875, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 60%|██████ | 283/469 [00:26<00:17, 10.58it/s, v_num=9, loss/train=0.162, alignment/train=0.0875, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 60%|██████ | 283/469 [00:26<00:17, 10.58it/s, v_num=9, loss/train=0.153, alignment/train=0.0768, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 61%|██████ | 284/469 [00:26<00:17, 10.58it/s, v_num=9, loss/train=0.153, alignment/train=0.0768, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 61%|██████ | 284/469 [00:26<00:17, 10.58it/s, v_num=9, loss/train=0.166, alignment/train=0.0892, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 61%|██████ | 285/469 [00:26<00:17, 10.60it/s, v_num=9, loss/train=0.166, alignment/train=0.0892, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 61%|██████ | 285/469 [00:26<00:17, 10.60it/s, v_num=9, loss/train=0.198, alignment/train=0.0833, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 61%|██████ | 286/469 [00:26<00:17, 10.61it/s, v_num=9, loss/train=0.198, alignment/train=0.0833, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 61%|██████ | 286/469 [00:26<00:17, 10.61it/s, v_num=9, loss/train=0.188, alignment/train=0.0766, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 61%|██████ | 287/469 [00:27<00:17, 10.63it/s, v_num=9, loss/train=0.188, alignment/train=0.0766, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 61%|██████ | 287/469 [00:27<00:17, 10.63it/s, v_num=9, loss/train=0.169, alignment/train=0.0725, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 61%|██████▏ | 288/469 [00:27<00:17, 10.64it/s, v_num=9, loss/train=0.169, alignment/train=0.0725, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 61%|██████▏ | 288/469 [00:27<00:17, 10.64it/s, v_num=9, loss/train=0.153, alignment/train=0.0804, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 62%|██████▏ | 289/469 [00:27<00:16, 10.62it/s, v_num=9, loss/train=0.153, alignment/train=0.0804, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 62%|██████▏ | 289/469 [00:27<00:16, 10.62it/s, v_num=9, loss/train=0.158, alignment/train=0.0808, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 62%|██████▏ | 290/469 [00:27<00:16, 10.59it/s, v_num=9, loss/train=0.158, alignment/train=0.0808, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 62%|██████▏ | 290/469 [00:27<00:16, 10.59it/s, v_num=9, loss/train=0.159, alignment/train=0.087, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 62%|██████▏ | 291/469 [00:27<00:16, 10.60it/s, v_num=9, loss/train=0.159, alignment/train=0.087, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 62%|██████▏ | 291/469 [00:27<00:16, 10.60it/s, v_num=9, loss/train=0.185, alignment/train=0.0738, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 62%|██████▏ | 292/469 [00:27<00:16, 10.61it/s, v_num=9, loss/train=0.185, alignment/train=0.0738, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 62%|██████▏ | 292/469 [00:27<00:16, 10.61it/s, v_num=9, loss/train=0.159, alignment/train=0.0725, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 62%|██████▏ | 293/469 [00:27<00:16, 10.63it/s, v_num=9, loss/train=0.159, alignment/train=0.0725, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 62%|██████▏ | 293/469 [00:27<00:16, 10.63it/s, v_num=9, loss/train=0.173, alignment/train=0.0776, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 63%|██████▎ | 294/469 [00:27<00:16, 10.64it/s, v_num=9, loss/train=0.173, alignment/train=0.0776, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 63%|██████▎ | 294/469 [00:27<00:16, 10.64it/s, v_num=9, loss/train=0.171, alignment/train=0.0766, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 63%|██████▎ | 295/469 [00:27<00:16, 10.59it/s, v_num=9, loss/train=0.171, alignment/train=0.0766, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 63%|██████▎ | 295/469 [00:27<00:16, 10.59it/s, v_num=9, loss/train=0.172, alignment/train=0.0806, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 63%|██████▎ | 296/469 [00:27<00:16, 10.60it/s, v_num=9, loss/train=0.172, alignment/train=0.0806, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 63%|██████▎ | 296/469 [00:27<00:16, 10.60it/s, v_num=9, loss/train=0.145, alignment/train=0.0732, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 63%|██████▎ | 297/469 [00:27<00:16, 10.61it/s, v_num=9, loss/train=0.145, alignment/train=0.0732, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 63%|██████▎ | 297/469 [00:27<00:16, 10.61it/s, v_num=9, loss/train=0.152, alignment/train=0.0764, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 64%|██████▎ | 298/469 [00:28<00:16, 10.62it/s, v_num=9, loss/train=0.152, alignment/train=0.0764, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 64%|██████▎ | 298/469 [00:28<00:16, 10.62it/s, v_num=9, loss/train=0.162, alignment/train=0.0779, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 64%|██████▍ | 299/469 [00:28<00:16, 10.61it/s, v_num=9, loss/train=0.162, alignment/train=0.0779, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 64%|██████▍ | 299/469 [00:28<00:16, 10.61it/s, v_num=9, loss/train=0.133, alignment/train=0.0819, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 64%|██████▍ | 300/469 [00:28<00:15, 10.62it/s, v_num=9, loss/train=0.133, alignment/train=0.0819, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 64%|██████▍ | 300/469 [00:28<00:15, 10.62it/s, v_num=9, loss/train=0.210, alignment/train=0.0815, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 64%|██████▍ | 301/469 [00:28<00:15, 10.62it/s, v_num=9, loss/train=0.210, alignment/train=0.0815, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 64%|██████▍ | 301/469 [00:28<00:15, 10.62it/s, v_num=9, loss/train=0.168, alignment/train=0.0893, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 64%|██████▍ | 302/469 [00:28<00:15, 10.62it/s, v_num=9, loss/train=0.168, alignment/train=0.0893, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 64%|██████▍ | 302/469 [00:28<00:15, 10.62it/s, v_num=9, loss/train=0.160, alignment/train=0.0848, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 65%|██████▍ | 303/469 [00:28<00:15, 10.62it/s, v_num=9, loss/train=0.160, alignment/train=0.0848, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 65%|██████▍ | 303/469 [00:28<00:15, 10.62it/s, v_num=9, loss/train=0.181, alignment/train=0.0806, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 65%|██████▍ | 304/469 [00:28<00:15, 10.63it/s, v_num=9, loss/train=0.181, alignment/train=0.0806, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 65%|██████▍ | 304/469 [00:28<00:15, 10.63it/s, v_num=9, loss/train=0.155, alignment/train=0.0826, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 65%|██████▌ | 305/469 [00:28<00:15, 10.63it/s, v_num=9, loss/train=0.155, alignment/train=0.0826, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 65%|██████▌ | 305/469 [00:28<00:15, 10.63it/s, v_num=9, loss/train=0.168, alignment/train=0.0824, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 65%|██████▌ | 306/469 [00:28<00:15, 10.63it/s, v_num=9, loss/train=0.168, alignment/train=0.0824, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 65%|██████▌ | 306/469 [00:28<00:15, 10.63it/s, v_num=9, loss/train=0.167, alignment/train=0.0763, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 65%|██████▌ | 307/469 [00:28<00:15, 10.64it/s, v_num=9, loss/train=0.167, alignment/train=0.0763, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 65%|██████▌ | 307/469 [00:28<00:15, 10.64it/s, v_num=9, loss/train=0.177, alignment/train=0.0856, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 66%|██████▌ | 308/469 [00:28<00:15, 10.65it/s, v_num=9, loss/train=0.177, alignment/train=0.0856, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 66%|██████▌ | 308/469 [00:28<00:15, 10.65it/s, v_num=9, loss/train=0.173, alignment/train=0.0829, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 66%|██████▌ | 309/469 [00:29<00:15, 10.65it/s, v_num=9, loss/train=0.173, alignment/train=0.0829, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 66%|██████▌ | 309/469 [00:29<00:15, 10.65it/s, v_num=9, loss/train=0.226, alignment/train=0.0874, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 66%|██████▌ | 310/469 [00:29<00:14, 10.64it/s, v_num=9, loss/train=0.226, alignment/train=0.0874, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 66%|██████▌ | 310/469 [00:29<00:14, 10.64it/s, v_num=9, loss/train=0.174, alignment/train=0.0834, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 66%|██████▋ | 311/469 [00:29<00:14, 10.62it/s, v_num=9, loss/train=0.174, alignment/train=0.0834, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 66%|██████▋ | 311/469 [00:29<00:14, 10.62it/s, v_num=9, loss/train=0.160, alignment/train=0.0814, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 67%|██████▋ | 312/469 [00:29<00:14, 10.63it/s, v_num=9, loss/train=0.160, alignment/train=0.0814, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 67%|██████▋ | 312/469 [00:29<00:14, 10.63it/s, v_num=9, loss/train=0.170, alignment/train=0.0771, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 67%|██████▋ | 313/469 [00:29<00:14, 10.64it/s, v_num=9, loss/train=0.170, alignment/train=0.0771, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 67%|██████▋ | 313/469 [00:29<00:14, 10.64it/s, v_num=9, loss/train=0.139, alignment/train=0.0708, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 67%|██████▋ | 314/469 [00:29<00:14, 10.64it/s, v_num=9, loss/train=0.139, alignment/train=0.0708, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 67%|██████▋ | 314/469 [00:29<00:14, 10.64it/s, v_num=9, loss/train=0.152, alignment/train=0.0837, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 67%|██████▋ | 315/469 [00:29<00:14, 10.65it/s, v_num=9, loss/train=0.152, alignment/train=0.0837, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 67%|██████▋ | 315/469 [00:29<00:14, 10.65it/s, v_num=9, loss/train=0.147, alignment/train=0.0729, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 67%|██████▋ | 316/469 [00:29<00:14, 10.66it/s, v_num=9, loss/train=0.147, alignment/train=0.0729, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 67%|██████▋ | 316/469 [00:29<00:14, 10.66it/s, v_num=9, loss/train=0.176, alignment/train=0.083, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 68%|██████▊ | 317/469 [00:29<00:14, 10.67it/s, v_num=9, loss/train=0.176, alignment/train=0.083, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 68%|██████▊ | 317/469 [00:29<00:14, 10.67it/s, v_num=9, loss/train=0.162, alignment/train=0.0821, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 68%|██████▊ | 318/469 [00:29<00:14, 10.66it/s, v_num=9, loss/train=0.162, alignment/train=0.0821, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 68%|██████▊ | 318/469 [00:29<00:14, 10.66it/s, v_num=9, loss/train=0.149, alignment/train=0.0818, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 68%|██████▊ | 319/469 [00:29<00:14, 10.67it/s, v_num=9, loss/train=0.149, alignment/train=0.0818, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 68%|██████▊ | 319/469 [00:29<00:14, 10.67it/s, v_num=9, loss/train=0.199, alignment/train=0.0907, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 68%|██████▊ | 320/469 [00:30<00:13, 10.65it/s, v_num=9, loss/train=0.199, alignment/train=0.0907, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 68%|██████▊ | 320/469 [00:30<00:13, 10.65it/s, v_num=9, loss/train=0.162, alignment/train=0.0807, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 68%|██████▊ | 321/469 [00:30<00:13, 10.65it/s, v_num=9, loss/train=0.162, alignment/train=0.0807, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 68%|██████▊ | 321/469 [00:30<00:13, 10.65it/s, v_num=9, loss/train=0.219, alignment/train=0.0855, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 69%|██████▊ | 322/469 [00:30<00:13, 10.65it/s, v_num=9, loss/train=0.219, alignment/train=0.0855, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 69%|██████▊ | 322/469 [00:30<00:13, 10.65it/s, v_num=9, loss/train=0.176, alignment/train=0.0706, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 69%|██████▉ | 323/469 [00:30<00:13, 10.66it/s, v_num=9, loss/train=0.176, alignment/train=0.0706, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 69%|██████▉ | 323/469 [00:30<00:13, 10.66it/s, v_num=9, loss/train=0.189, alignment/train=0.0826, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 69%|██████▉ | 324/469 [00:30<00:13, 10.66it/s, v_num=9, loss/train=0.189, alignment/train=0.0826, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 69%|██████▉ | 324/469 [00:30<00:13, 10.66it/s, v_num=9, loss/train=0.172, alignment/train=0.0767, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 69%|██████▉ | 325/469 [00:30<00:13, 10.66it/s, v_num=9, loss/train=0.172, alignment/train=0.0767, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 69%|██████▉ | 325/469 [00:30<00:13, 10.66it/s, v_num=9, loss/train=0.161, alignment/train=0.0744, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 70%|██████▉ | 326/469 [00:30<00:13, 10.67it/s, v_num=9, loss/train=0.161, alignment/train=0.0744, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 70%|██████▉ | 326/469 [00:30<00:13, 10.67it/s, v_num=9, loss/train=0.157, alignment/train=0.0762, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 70%|██████▉ | 327/469 [00:30<00:13, 10.68it/s, v_num=9, loss/train=0.157, alignment/train=0.0762, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 70%|██████▉ | 327/469 [00:30<00:13, 10.68it/s, v_num=9, loss/train=0.160, alignment/train=0.071, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 70%|██████▉ | 328/469 [00:30<00:13, 10.68it/s, v_num=9, loss/train=0.160, alignment/train=0.071, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 70%|██████▉ | 328/469 [00:30<00:13, 10.68it/s, v_num=9, loss/train=0.167, alignment/train=0.0772, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 70%|███████ | 329/469 [00:30<00:13, 10.68it/s, v_num=9, loss/train=0.167, alignment/train=0.0772, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 70%|███████ | 329/469 [00:30<00:13, 10.68it/s, v_num=9, loss/train=0.148, alignment/train=0.0643, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 70%|███████ | 330/469 [00:30<00:13, 10.69it/s, v_num=9, loss/train=0.148, alignment/train=0.0643, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 70%|███████ | 330/469 [00:30<00:13, 10.69it/s, v_num=9, loss/train=0.189, alignment/train=0.0851, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 71%|███████ | 331/469 [00:30<00:12, 10.70it/s, v_num=9, loss/train=0.189, alignment/train=0.0851, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 71%|███████ | 331/469 [00:30<00:12, 10.70it/s, v_num=9, loss/train=0.142, alignment/train=0.076, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 71%|███████ | 332/469 [00:31<00:12, 10.68it/s, v_num=9, loss/train=0.142, alignment/train=0.076, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 71%|███████ | 332/469 [00:31<00:12, 10.68it/s, v_num=9, loss/train=0.191, alignment/train=0.0819, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 71%|███████ | 333/469 [00:31<00:12, 10.68it/s, v_num=9, loss/train=0.191, alignment/train=0.0819, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 71%|███████ | 333/469 [00:31<00:12, 10.68it/s, v_num=9, loss/train=0.173, alignment/train=0.0846, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 71%|███████ | 334/469 [00:31<00:12, 10.69it/s, v_num=9, loss/train=0.173, alignment/train=0.0846, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 71%|███████ | 334/469 [00:31<00:12, 10.69it/s, v_num=9, loss/train=0.193, alignment/train=0.078, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 71%|███████▏ | 335/469 [00:31<00:12, 10.70it/s, v_num=9, loss/train=0.193, alignment/train=0.078, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 71%|███████▏ | 335/469 [00:31<00:12, 10.70it/s, v_num=9, loss/train=0.208, alignment/train=0.0924, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 72%|███████▏ | 336/469 [00:31<00:12, 10.70it/s, v_num=9, loss/train=0.208, alignment/train=0.0924, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 72%|███████▏ | 336/469 [00:31<00:12, 10.70it/s, v_num=9, loss/train=0.165, alignment/train=0.072, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 72%|███████▏ | 337/469 [00:31<00:12, 10.70it/s, v_num=9, loss/train=0.165, alignment/train=0.072, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 72%|███████▏ | 337/469 [00:31<00:12, 10.70it/s, v_num=9, loss/train=0.165, alignment/train=0.0755, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 72%|███████▏ | 338/469 [00:31<00:12, 10.70it/s, v_num=9, loss/train=0.165, alignment/train=0.0755, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 72%|███████▏ | 338/469 [00:31<00:12, 10.70it/s, v_num=9, loss/train=0.170, alignment/train=0.0757, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 72%|███████▏ | 339/469 [00:31<00:12, 10.70it/s, v_num=9, loss/train=0.170, alignment/train=0.0757, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 72%|███████▏ | 339/469 [00:31<00:12, 10.70it/s, v_num=9, loss/train=0.172, alignment/train=0.0746, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 72%|███████▏ | 340/469 [00:31<00:12, 10.69it/s, v_num=9, loss/train=0.172, alignment/train=0.0746, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 72%|███████▏ | 340/469 [00:31<00:12, 10.69it/s, v_num=9, loss/train=0.197, alignment/train=0.0799, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 73%|███████▎ | 341/469 [00:31<00:11, 10.70it/s, v_num=9, loss/train=0.197, alignment/train=0.0799, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 73%|███████▎ | 341/469 [00:31<00:11, 10.70it/s, v_num=9, loss/train=0.165, alignment/train=0.0756, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 73%|███████▎ | 342/469 [00:31<00:11, 10.71it/s, v_num=9, loss/train=0.165, alignment/train=0.0756, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 73%|███████▎ | 342/469 [00:31<00:11, 10.71it/s, v_num=9, loss/train=0.155, alignment/train=0.0714, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 73%|███████▎ | 343/469 [00:32<00:11, 10.70it/s, v_num=9, loss/train=0.155, alignment/train=0.0714, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 73%|███████▎ | 343/469 [00:32<00:11, 10.70it/s, v_num=9, loss/train=0.154, alignment/train=0.0799, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 73%|███████▎ | 344/469 [00:32<00:11, 10.71it/s, v_num=9, loss/train=0.154, alignment/train=0.0799, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 73%|███████▎ | 344/469 [00:32<00:11, 10.71it/s, v_num=9, loss/train=0.165, alignment/train=0.0756, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 74%|███████▎ | 345/469 [00:32<00:11, 10.70it/s, v_num=9, loss/train=0.165, alignment/train=0.0756, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 74%|███████▎ | 345/469 [00:32<00:11, 10.70it/s, v_num=9, loss/train=0.164, alignment/train=0.0766, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 74%|███████▍ | 346/469 [00:32<00:11, 10.72it/s, v_num=9, loss/train=0.164, alignment/train=0.0766, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 74%|███████▍ | 346/469 [00:32<00:11, 10.72it/s, v_num=9, loss/train=0.182, alignment/train=0.0866, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 74%|███████▍ | 347/469 [00:32<00:11, 10.71it/s, v_num=9, loss/train=0.182, alignment/train=0.0866, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 74%|███████▍ | 347/469 [00:32<00:11, 10.71it/s, v_num=9, loss/train=0.208, alignment/train=0.0927, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 74%|███████▍ | 348/469 [00:32<00:11, 10.69it/s, v_num=9, loss/train=0.208, alignment/train=0.0927, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 74%|███████▍ | 348/469 [00:32<00:11, 10.69it/s, v_num=9, loss/train=0.177, alignment/train=0.0832, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 74%|███████▍ | 349/469 [00:32<00:11, 10.70it/s, v_num=9, loss/train=0.177, alignment/train=0.0832, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 74%|███████▍ | 349/469 [00:32<00:11, 10.70it/s, v_num=9, loss/train=0.168, alignment/train=0.0738, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 75%|███████▍ | 350/469 [00:32<00:11, 10.72it/s, v_num=9, loss/train=0.168, alignment/train=0.0738, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 75%|███████▍ | 350/469 [00:32<00:11, 10.72it/s, v_num=9, loss/train=0.181, alignment/train=0.0909, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 75%|███████▍ | 351/469 [00:32<00:11, 10.72it/s, v_num=9, loss/train=0.181, alignment/train=0.0909, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 75%|███████▍ | 351/469 [00:32<00:11, 10.72it/s, v_num=9, loss/train=0.170, alignment/train=0.0745, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 75%|███████▌ | 352/469 [00:32<00:10, 10.72it/s, v_num=9, loss/train=0.170, alignment/train=0.0745, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 75%|███████▌ | 352/469 [00:32<00:10, 10.72it/s, v_num=9, loss/train=0.162, alignment/train=0.0837, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 75%|███████▌ | 353/469 [00:32<00:10, 10.72it/s, v_num=9, loss/train=0.162, alignment/train=0.0837, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 75%|███████▌ | 353/469 [00:32<00:10, 10.72it/s, v_num=9, loss/train=0.165, alignment/train=0.0687, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 75%|███████▌ | 354/469 [00:33<00:10, 10.72it/s, v_num=9, loss/train=0.165, alignment/train=0.0687, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 75%|███████▌ | 354/469 [00:33<00:10, 10.72it/s, v_num=9, loss/train=0.192, alignment/train=0.0892, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 76%|███████▌ | 355/469 [00:33<00:10, 10.73it/s, v_num=9, loss/train=0.192, alignment/train=0.0892, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 76%|███████▌ | 355/469 [00:33<00:10, 10.72it/s, v_num=9, loss/train=0.148, alignment/train=0.0849, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 76%|███████▌ | 356/469 [00:33<00:10, 10.74it/s, v_num=9, loss/train=0.148, alignment/train=0.0849, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 76%|███████▌ | 356/469 [00:33<00:10, 10.74it/s, v_num=9, loss/train=0.216, alignment/train=0.0972, uniformity/train=-3.55, contrastive_acc/train=0.988, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 76%|███████▌ | 357/469 [00:33<00:10, 10.71it/s, v_num=9, loss/train=0.216, alignment/train=0.0972, uniformity/train=-3.55, contrastive_acc/train=0.988, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 76%|███████▌ | 357/469 [00:33<00:10, 10.71it/s, v_num=9, loss/train=0.150, alignment/train=0.066, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 76%|███████▋ | 358/469 [00:33<00:10, 10.71it/s, v_num=9, loss/train=0.150, alignment/train=0.066, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 76%|███████▋ | 358/469 [00:33<00:10, 10.71it/s, v_num=9, loss/train=0.154, alignment/train=0.081, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 77%|███████▋ | 359/469 [00:33<00:10, 10.72it/s, v_num=9, loss/train=0.154, alignment/train=0.081, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 77%|███████▋ | 359/469 [00:33<00:10, 10.72it/s, v_num=9, loss/train=0.191, alignment/train=0.0796, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 77%|███████▋ | 360/469 [00:33<00:10, 10.72it/s, v_num=9, loss/train=0.191, alignment/train=0.0796, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 77%|███████▋ | 360/469 [00:33<00:10, 10.72it/s, v_num=9, loss/train=0.154, alignment/train=0.0685, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 77%|███████▋ | 361/469 [00:33<00:10, 10.72it/s, v_num=9, loss/train=0.154, alignment/train=0.0685, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 77%|███████▋ | 361/469 [00:33<00:10, 10.72it/s, v_num=9, loss/train=0.198, alignment/train=0.0783, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 77%|███████▋ | 362/469 [00:33<00:09, 10.73it/s, v_num=9, loss/train=0.198, alignment/train=0.0783, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 77%|███████▋ | 362/469 [00:33<00:09, 10.73it/s, v_num=9, loss/train=0.167, alignment/train=0.0818, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 77%|███████▋ | 363/469 [00:33<00:09, 10.74it/s, v_num=9, loss/train=0.167, alignment/train=0.0818, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 77%|███████▋ | 363/469 [00:33<00:09, 10.74it/s, v_num=9, loss/train=0.179, alignment/train=0.0767, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 78%|███████▊ | 364/469 [00:33<00:09, 10.74it/s, v_num=9, loss/train=0.179, alignment/train=0.0767, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 78%|███████▊ | 364/469 [00:33<00:09, 10.74it/s, v_num=9, loss/train=0.147, alignment/train=0.0731, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 78%|███████▊ | 365/469 [00:34<00:09, 10.73it/s, v_num=9, loss/train=0.147, alignment/train=0.0731, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 78%|███████▊ | 365/469 [00:34<00:09, 10.73it/s, v_num=9, loss/train=0.144, alignment/train=0.0765, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 78%|███████▊ | 366/469 [00:34<00:09, 10.73it/s, v_num=9, loss/train=0.144, alignment/train=0.0765, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 78%|███████▊ | 366/469 [00:34<00:09, 10.73it/s, v_num=9, loss/train=0.179, alignment/train=0.085, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 78%|███████▊ | 367/469 [00:34<00:09, 10.74it/s, v_num=9, loss/train=0.179, alignment/train=0.085, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 78%|███████▊ | 367/469 [00:34<00:09, 10.74it/s, v_num=9, loss/train=0.179, alignment/train=0.0847, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 78%|███████▊ | 368/469 [00:34<00:09, 10.75it/s, v_num=9, loss/train=0.179, alignment/train=0.0847, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 78%|███████▊ | 368/469 [00:34<00:09, 10.75it/s, v_num=9, loss/train=0.152, alignment/train=0.0815, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 79%|███████▊ | 369/469 [00:34<00:09, 10.75it/s, v_num=9, loss/train=0.152, alignment/train=0.0815, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 79%|███████▊ | 369/469 [00:34<00:09, 10.75it/s, v_num=9, loss/train=0.159, alignment/train=0.0834, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 79%|███████▉ | 370/469 [00:34<00:09, 10.75it/s, v_num=9, loss/train=0.159, alignment/train=0.0834, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 79%|███████▉ | 370/469 [00:34<00:09, 10.75it/s, v_num=9, loss/train=0.185, alignment/train=0.0833, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 79%|███████▉ | 371/469 [00:34<00:09, 10.74it/s, v_num=9, loss/train=0.185, alignment/train=0.0833, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 79%|███████▉ | 371/469 [00:34<00:09, 10.74it/s, v_num=9, loss/train=0.164, alignment/train=0.074, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 79%|███████▉ | 372/469 [00:34<00:09, 10.75it/s, v_num=9, loss/train=0.164, alignment/train=0.074, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 79%|███████▉ | 372/469 [00:34<00:09, 10.75it/s, v_num=9, loss/train=0.177, alignment/train=0.0711, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 80%|███████▉ | 373/469 [00:34<00:08, 10.75it/s, v_num=9, loss/train=0.177, alignment/train=0.0711, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 80%|███████▉ | 373/469 [00:34<00:08, 10.75it/s, v_num=9, loss/train=0.156, alignment/train=0.0744, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 80%|███████▉ | 374/469 [00:34<00:08, 10.76it/s, v_num=9, loss/train=0.156, alignment/train=0.0744, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 80%|███████▉ | 374/469 [00:34<00:08, 10.76it/s, v_num=9, loss/train=0.183, alignment/train=0.0777, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 80%|███████▉ | 375/469 [00:34<00:08, 10.76it/s, v_num=9, loss/train=0.183, alignment/train=0.0777, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 80%|███████▉ | 375/469 [00:34<00:08, 10.76it/s, v_num=9, loss/train=0.152, alignment/train=0.0626, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 80%|████████ | 376/469 [00:34<00:08, 10.76it/s, v_num=9, loss/train=0.152, alignment/train=0.0626, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 80%|████████ | 376/469 [00:34<00:08, 10.76it/s, v_num=9, loss/train=0.167, alignment/train=0.0723, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 80%|████████ | 377/469 [00:35<00:08, 10.74it/s, v_num=9, loss/train=0.167, alignment/train=0.0723, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 80%|████████ | 377/469 [00:35<00:08, 10.74it/s, v_num=9, loss/train=0.187, alignment/train=0.0777, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 81%|████████ | 378/469 [00:35<00:08, 10.75it/s, v_num=9, loss/train=0.187, alignment/train=0.0777, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 81%|████████ | 378/469 [00:35<00:08, 10.75it/s, v_num=9, loss/train=0.168, alignment/train=0.0745, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 81%|████████ | 379/469 [00:35<00:08, 10.76it/s, v_num=9, loss/train=0.168, alignment/train=0.0745, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 81%|████████ | 379/469 [00:35<00:08, 10.76it/s, v_num=9, loss/train=0.160, alignment/train=0.075, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 81%|████████ | 380/469 [00:35<00:08, 10.76it/s, v_num=9, loss/train=0.160, alignment/train=0.075, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 81%|████████ | 380/469 [00:35<00:08, 10.76it/s, v_num=9, loss/train=0.157, alignment/train=0.0811, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 81%|████████ | 381/469 [00:35<00:08, 10.77it/s, v_num=9, loss/train=0.157, alignment/train=0.0811, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 81%|████████ | 381/469 [00:35<00:08, 10.77it/s, v_num=9, loss/train=0.198, alignment/train=0.0831, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 81%|████████▏ | 382/469 [00:35<00:08, 10.76it/s, v_num=9, loss/train=0.198, alignment/train=0.0831, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 81%|████████▏ | 382/469 [00:35<00:08, 10.76it/s, v_num=9, loss/train=0.165, alignment/train=0.0748, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 82%|████████▏ | 383/469 [00:35<00:07, 10.76it/s, v_num=9, loss/train=0.165, alignment/train=0.0748, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 82%|████████▏ | 383/469 [00:35<00:07, 10.76it/s, v_num=9, loss/train=0.196, alignment/train=0.0898, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 82%|████████▏ | 384/469 [00:35<00:07, 10.76it/s, v_num=9, loss/train=0.196, alignment/train=0.0898, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 82%|████████▏ | 384/469 [00:35<00:07, 10.76it/s, v_num=9, loss/train=0.152, alignment/train=0.0754, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 82%|████████▏ | 385/469 [00:35<00:07, 10.76it/s, v_num=9, loss/train=0.152, alignment/train=0.0754, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 82%|████████▏ | 385/469 [00:35<00:07, 10.76it/s, v_num=9, loss/train=0.167, alignment/train=0.084, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 82%|████████▏ | 386/469 [00:35<00:07, 10.77it/s, v_num=9, loss/train=0.167, alignment/train=0.084, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 82%|████████▏ | 386/469 [00:35<00:07, 10.77it/s, v_num=9, loss/train=0.180, alignment/train=0.0856, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 83%|████████▎ | 387/469 [00:35<00:07, 10.77it/s, v_num=9, loss/train=0.180, alignment/train=0.0856, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 83%|████████▎ | 387/469 [00:35<00:07, 10.77it/s, v_num=9, loss/train=0.192, alignment/train=0.0765, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 83%|████████▎ | 388/469 [00:36<00:07, 10.77it/s, v_num=9, loss/train=0.192, alignment/train=0.0765, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 83%|████████▎ | 388/469 [00:36<00:07, 10.77it/s, v_num=9, loss/train=0.151, alignment/train=0.0763, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 83%|████████▎ | 389/469 [00:36<00:07, 10.76it/s, v_num=9, loss/train=0.151, alignment/train=0.0763, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 83%|████████▎ | 389/469 [00:36<00:07, 10.76it/s, v_num=9, loss/train=0.180, alignment/train=0.0792, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 83%|████████▎ | 390/469 [00:36<00:07, 10.77it/s, v_num=9, loss/train=0.180, alignment/train=0.0792, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 83%|████████▎ | 390/469 [00:36<00:07, 10.77it/s, v_num=9, loss/train=0.197, alignment/train=0.0805, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 83%|████████▎ | 391/469 [00:36<00:07, 10.77it/s, v_num=9, loss/train=0.197, alignment/train=0.0805, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 83%|████████▎ | 391/469 [00:36<00:07, 10.77it/s, v_num=9, loss/train=0.160, alignment/train=0.0829, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 84%|████████▎ | 392/469 [00:36<00:07, 10.78it/s, v_num=9, loss/train=0.160, alignment/train=0.0829, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 84%|████████▎ | 392/469 [00:36<00:07, 10.78it/s, v_num=9, loss/train=0.170, alignment/train=0.0732, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 84%|████████▍ | 393/469 [00:36<00:07, 10.78it/s, v_num=9, loss/train=0.170, alignment/train=0.0732, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 84%|████████▍ | 393/469 [00:36<00:07, 10.78it/s, v_num=9, loss/train=0.139, alignment/train=0.0805, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 84%|████████▍ | 394/469 [00:36<00:06, 10.77it/s, v_num=9, loss/train=0.139, alignment/train=0.0805, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 84%|████████▍ | 394/469 [00:36<00:06, 10.77it/s, v_num=9, loss/train=0.169, alignment/train=0.0825, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 84%|████████▍ | 395/469 [00:36<00:06, 10.78it/s, v_num=9, loss/train=0.169, alignment/train=0.0825, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 84%|████████▍ | 395/469 [00:36<00:06, 10.78it/s, v_num=9, loss/train=0.155, alignment/train=0.0778, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 84%|████████▍ | 396/469 [00:36<00:06, 10.79it/s, v_num=9, loss/train=0.155, alignment/train=0.0778, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 84%|████████▍ | 396/469 [00:36<00:06, 10.79it/s, v_num=9, loss/train=0.170, alignment/train=0.080, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 85%|████████▍ | 397/469 [00:36<00:06, 10.79it/s, v_num=9, loss/train=0.170, alignment/train=0.080, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 85%|████████▍ | 397/469 [00:36<00:06, 10.79it/s, v_num=9, loss/train=0.185, alignment/train=0.0832, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 85%|████████▍ | 398/469 [00:36<00:06, 10.80it/s, v_num=9, loss/train=0.185, alignment/train=0.0832, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 85%|████████▍ | 398/469 [00:36<00:06, 10.80it/s, v_num=9, loss/train=0.194, alignment/train=0.0857, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 85%|████████▌ | 399/469 [00:36<00:06, 10.80it/s, v_num=9, loss/train=0.194, alignment/train=0.0857, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 85%|████████▌ | 399/469 [00:36<00:06, 10.80it/s, v_num=9, loss/train=0.172, alignment/train=0.0897, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 85%|████████▌ | 400/469 [00:37<00:06, 10.78it/s, v_num=9, loss/train=0.172, alignment/train=0.0897, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 85%|████████▌ | 400/469 [00:37<00:06, 10.78it/s, v_num=9, loss/train=0.193, alignment/train=0.0856, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 86%|████████▌ | 401/469 [00:37<00:06, 10.79it/s, v_num=9, loss/train=0.193, alignment/train=0.0856, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 86%|████████▌ | 401/469 [00:37<00:06, 10.79it/s, v_num=9, loss/train=0.172, alignment/train=0.0682, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 86%|████████▌ | 402/469 [00:37<00:06, 10.80it/s, v_num=9, loss/train=0.172, alignment/train=0.0682, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 86%|████████▌ | 402/469 [00:37<00:06, 10.80it/s, v_num=9, loss/train=0.199, alignment/train=0.0747, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 86%|████████▌ | 403/469 [00:37<00:06, 10.80it/s, v_num=9, loss/train=0.199, alignment/train=0.0747, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 86%|████████▌ | 403/469 [00:37<00:06, 10.80it/s, v_num=9, loss/train=0.191, alignment/train=0.0747, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 86%|████████▌ | 404/469 [00:37<00:06, 10.79it/s, v_num=9, loss/train=0.191, alignment/train=0.0747, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 86%|████████▌ | 404/469 [00:37<00:06, 10.79it/s, v_num=9, loss/train=0.189, alignment/train=0.0879, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 86%|████████▋ | 405/469 [00:37<00:05, 10.80it/s, v_num=9, loss/train=0.189, alignment/train=0.0879, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 86%|████████▋ | 405/469 [00:37<00:05, 10.80it/s, v_num=9, loss/train=0.179, alignment/train=0.0832, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 87%|████████▋ | 406/469 [00:37<00:05, 10.81it/s, v_num=9, loss/train=0.179, alignment/train=0.0832, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 87%|████████▋ | 406/469 [00:37<00:05, 10.81it/s, v_num=9, loss/train=0.179, alignment/train=0.0798, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 87%|████████▋ | 407/469 [00:37<00:05, 10.80it/s, v_num=9, loss/train=0.179, alignment/train=0.0798, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 87%|████████▋ | 407/469 [00:37<00:05, 10.80it/s, v_num=9, loss/train=0.169, alignment/train=0.0821, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 87%|████████▋ | 408/469 [00:37<00:05, 10.81it/s, v_num=9, loss/train=0.169, alignment/train=0.0821, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 87%|████████▋ | 408/469 [00:37<00:05, 10.81it/s, v_num=9, loss/train=0.175, alignment/train=0.0836, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 87%|████████▋ | 409/469 [00:37<00:05, 10.81it/s, v_num=9, loss/train=0.175, alignment/train=0.0836, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 87%|████████▋ | 409/469 [00:37<00:05, 10.81it/s, v_num=9, loss/train=0.179, alignment/train=0.0812, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 87%|████████▋ | 410/469 [00:37<00:05, 10.81it/s, v_num=9, loss/train=0.179, alignment/train=0.0812, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 87%|████████▋ | 410/469 [00:37<00:05, 10.81it/s, v_num=9, loss/train=0.186, alignment/train=0.0744, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 88%|████████▊ | 411/469 [00:38<00:05, 10.80it/s, v_num=9, loss/train=0.186, alignment/train=0.0744, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 88%|████████▊ | 411/469 [00:38<00:05, 10.80it/s, v_num=9, loss/train=0.188, alignment/train=0.0858, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 88%|████████▊ | 412/469 [00:38<00:05, 10.80it/s, v_num=9, loss/train=0.188, alignment/train=0.0858, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 88%|████████▊ | 412/469 [00:38<00:05, 10.80it/s, v_num=9, loss/train=0.165, alignment/train=0.0782, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 88%|████████▊ | 413/469 [00:38<00:05, 10.81it/s, v_num=9, loss/train=0.165, alignment/train=0.0782, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 88%|████████▊ | 413/469 [00:38<00:05, 10.81it/s, v_num=9, loss/train=0.163, alignment/train=0.0799, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 88%|████████▊ | 414/469 [00:38<00:05, 10.81it/s, v_num=9, loss/train=0.163, alignment/train=0.0799, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 88%|████████▊ | 414/469 [00:38<00:05, 10.81it/s, v_num=9, loss/train=0.171, alignment/train=0.0813, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 88%|████████▊ | 415/469 [00:38<00:04, 10.81it/s, v_num=9, loss/train=0.171, alignment/train=0.0813, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 88%|████████▊ | 415/469 [00:38<00:04, 10.81it/s, v_num=9, loss/train=0.183, alignment/train=0.0711, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 89%|████████▊ | 416/469 [00:38<00:04, 10.81it/s, v_num=9, loss/train=0.183, alignment/train=0.0711, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 89%|████████▊ | 416/469 [00:38<00:04, 10.81it/s, v_num=9, loss/train=0.175, alignment/train=0.0715, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 89%|████████▉ | 417/469 [00:38<00:04, 10.81it/s, v_num=9, loss/train=0.175, alignment/train=0.0715, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 89%|████████▉ | 417/469 [00:38<00:04, 10.81it/s, v_num=9, loss/train=0.216, alignment/train=0.0864, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 89%|████████▉ | 418/469 [00:38<00:04, 10.82it/s, v_num=9, loss/train=0.216, alignment/train=0.0864, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 89%|████████▉ | 418/469 [00:38<00:04, 10.82it/s, v_num=9, loss/train=0.179, alignment/train=0.075, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 89%|████████▉ | 419/469 [00:38<00:04, 10.82it/s, v_num=9, loss/train=0.179, alignment/train=0.075, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 89%|████████▉ | 419/469 [00:38<00:04, 10.82it/s, v_num=9, loss/train=0.149, alignment/train=0.0758, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 90%|████████▉ | 420/469 [00:38<00:04, 10.83it/s, v_num=9, loss/train=0.149, alignment/train=0.0758, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 90%|████████▉ | 420/469 [00:38<00:04, 10.83it/s, v_num=9, loss/train=0.167, alignment/train=0.0792, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 90%|████████▉ | 421/469 [00:38<00:04, 10.84it/s, v_num=9, loss/train=0.167, alignment/train=0.0792, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 90%|████████▉ | 421/469 [00:38<00:04, 10.84it/s, v_num=9, loss/train=0.204, alignment/train=0.0757, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 90%|████████▉ | 422/469 [00:38<00:04, 10.85it/s, v_num=9, loss/train=0.204, alignment/train=0.0757, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 90%|████████▉ | 422/469 [00:38<00:04, 10.85it/s, v_num=9, loss/train=0.188, alignment/train=0.0804, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 90%|█████████ | 423/469 [00:39<00:04, 10.81it/s, v_num=9, loss/train=0.188, alignment/train=0.0804, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 90%|█████████ | 423/469 [00:39<00:04, 10.81it/s, v_num=9, loss/train=0.200, alignment/train=0.0828, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 90%|█████████ | 424/469 [00:39<00:04, 10.82it/s, v_num=9, loss/train=0.200, alignment/train=0.0828, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 90%|█████████ | 424/469 [00:39<00:04, 10.82it/s, v_num=9, loss/train=0.200, alignment/train=0.0751, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 91%|█████████ | 425/469 [00:39<00:04, 10.83it/s, v_num=9, loss/train=0.200, alignment/train=0.0751, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 91%|█████████ | 425/469 [00:39<00:04, 10.83it/s, v_num=9, loss/train=0.196, alignment/train=0.0896, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 91%|█████████ | 426/469 [00:39<00:03, 10.83it/s, v_num=9, loss/train=0.196, alignment/train=0.0896, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 91%|█████████ | 426/469 [00:39<00:03, 10.83it/s, v_num=9, loss/train=0.145, alignment/train=0.0781, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 91%|█████████ | 427/469 [00:39<00:03, 10.84it/s, v_num=9, loss/train=0.145, alignment/train=0.0781, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 91%|█████████ | 427/469 [00:39<00:03, 10.84it/s, v_num=9, loss/train=0.173, alignment/train=0.0818, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 91%|█████████▏| 428/469 [00:39<00:03, 10.82it/s, v_num=9, loss/train=0.173, alignment/train=0.0818, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 91%|█████████▏| 428/469 [00:39<00:03, 10.82it/s, v_num=9, loss/train=0.172, alignment/train=0.0693, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 91%|█████████▏| 429/469 [00:39<00:03, 10.83it/s, v_num=9, loss/train=0.172, alignment/train=0.0693, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 91%|█████████▏| 429/469 [00:39<00:03, 10.83it/s, v_num=9, loss/train=0.150, alignment/train=0.0817, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 92%|█████████▏| 430/469 [00:39<00:03, 10.84it/s, v_num=9, loss/train=0.150, alignment/train=0.0817, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 92%|█████████▏| 430/469 [00:39<00:03, 10.84it/s, v_num=9, loss/train=0.198, alignment/train=0.0866, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 92%|█████████▏| 431/469 [00:39<00:03, 10.85it/s, v_num=9, loss/train=0.198, alignment/train=0.0866, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 92%|█████████▏| 431/469 [00:39<00:03, 10.85it/s, v_num=9, loss/train=0.182, alignment/train=0.0781, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 92%|█████████▏| 432/469 [00:39<00:03, 10.85it/s, v_num=9, loss/train=0.182, alignment/train=0.0781, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 92%|█████████▏| 432/469 [00:39<00:03, 10.85it/s, v_num=9, loss/train=0.169, alignment/train=0.0849, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 92%|█████████▏| 433/469 [00:39<00:03, 10.85it/s, v_num=9, loss/train=0.169, alignment/train=0.0849, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 92%|█████████▏| 433/469 [00:39<00:03, 10.84it/s, v_num=9, loss/train=0.169, alignment/train=0.0722, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 93%|█████████▎| 434/469 [00:40<00:03, 10.83it/s, v_num=9, loss/train=0.169, alignment/train=0.0722, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 93%|█████████▎| 434/469 [00:40<00:03, 10.83it/s, v_num=9, loss/train=0.204, alignment/train=0.0811, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 93%|█████████▎| 435/469 [00:40<00:03, 10.84it/s, v_num=9, loss/train=0.204, alignment/train=0.0811, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 93%|█████████▎| 435/469 [00:40<00:03, 10.84it/s, v_num=9, loss/train=0.176, alignment/train=0.0752, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 93%|█████████▎| 436/469 [00:40<00:03, 10.85it/s, v_num=9, loss/train=0.176, alignment/train=0.0752, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 93%|█████████▎| 436/469 [00:40<00:03, 10.85it/s, v_num=9, loss/train=0.139, alignment/train=0.0738, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 93%|█████████▎| 437/469 [00:40<00:02, 10.86it/s, v_num=9, loss/train=0.139, alignment/train=0.0738, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 93%|█████████▎| 437/469 [00:40<00:02, 10.86it/s, v_num=9, loss/train=0.204, alignment/train=0.0892, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 93%|█████████▎| 438/469 [00:40<00:02, 10.85it/s, v_num=9, loss/train=0.204, alignment/train=0.0892, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 93%|█████████▎| 438/469 [00:40<00:02, 10.85it/s, v_num=9, loss/train=0.165, alignment/train=0.0847, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 94%|█████████▎| 439/469 [00:40<00:02, 10.83it/s, v_num=9, loss/train=0.165, alignment/train=0.0847, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 94%|█████████▎| 439/469 [00:40<00:02, 10.83it/s, v_num=9, loss/train=0.152, alignment/train=0.0762, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 94%|█████████▍| 440/469 [00:40<00:02, 10.84it/s, v_num=9, loss/train=0.152, alignment/train=0.0762, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 94%|█████████▍| 440/469 [00:40<00:02, 10.84it/s, v_num=9, loss/train=0.158, alignment/train=0.0852, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 94%|█████████▍| 441/469 [00:40<00:02, 10.85it/s, v_num=9, loss/train=0.158, alignment/train=0.0852, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 94%|█████████▍| 441/469 [00:40<00:02, 10.85it/s, v_num=9, loss/train=0.168, alignment/train=0.075, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 94%|█████████▍| 442/469 [00:40<00:02, 10.85it/s, v_num=9, loss/train=0.168, alignment/train=0.075, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 94%|█████████▍| 442/469 [00:40<00:02, 10.85it/s, v_num=9, loss/train=0.184, alignment/train=0.0849, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 94%|█████████▍| 443/469 [00:40<00:02, 10.85it/s, v_num=9, loss/train=0.184, alignment/train=0.0849, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 94%|█████████▍| 443/469 [00:40<00:02, 10.85it/s, v_num=9, loss/train=0.191, alignment/train=0.0796, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 95%|█████████▍| 444/469 [00:40<00:02, 10.85it/s, v_num=9, loss/train=0.191, alignment/train=0.0796, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 95%|█████████▍| 444/469 [00:40<00:02, 10.85it/s, v_num=9, loss/train=0.161, alignment/train=0.0856, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 95%|█████████▍| 445/469 [00:41<00:02, 10.84it/s, v_num=9, loss/train=0.161, alignment/train=0.0856, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 95%|█████████▍| 445/469 [00:41<00:02, 10.84it/s, v_num=9, loss/train=0.167, alignment/train=0.0782, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 95%|█████████▌| 446/469 [00:41<00:02, 10.85it/s, v_num=9, loss/train=0.167, alignment/train=0.0782, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 95%|█████████▌| 446/469 [00:41<00:02, 10.85it/s, v_num=9, loss/train=0.183, alignment/train=0.0894, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 95%|█████████▌| 447/469 [00:41<00:02, 10.85it/s, v_num=9, loss/train=0.183, alignment/train=0.0894, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 95%|█████████▌| 447/469 [00:41<00:02, 10.85it/s, v_num=9, loss/train=0.151, alignment/train=0.0735, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 96%|█████████▌| 448/469 [00:41<00:01, 10.86it/s, v_num=9, loss/train=0.151, alignment/train=0.0735, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 96%|█████████▌| 448/469 [00:41<00:01, 10.86it/s, v_num=9, loss/train=0.176, alignment/train=0.0799, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 96%|█████████▌| 449/469 [00:41<00:01, 10.86it/s, v_num=9, loss/train=0.176, alignment/train=0.0799, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 96%|█████████▌| 449/469 [00:41<00:01, 10.86it/s, v_num=9, loss/train=0.160, alignment/train=0.0737, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 96%|█████████▌| 450/469 [00:41<00:01, 10.86it/s, v_num=9, loss/train=0.160, alignment/train=0.0737, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 96%|█████████▌| 450/469 [00:41<00:01, 10.86it/s, v_num=9, loss/train=0.139, alignment/train=0.0745, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 96%|█████████▌| 451/469 [00:41<00:01, 10.88it/s, v_num=9, loss/train=0.139, alignment/train=0.0745, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 96%|█████████▌| 451/469 [00:41<00:01, 10.88it/s, v_num=9, loss/train=0.171, alignment/train=0.0849, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 96%|█████████▋| 452/469 [00:41<00:01, 10.89it/s, v_num=9, loss/train=0.171, alignment/train=0.0849, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 96%|█████████▋| 452/469 [00:41<00:01, 10.89it/s, v_num=9, loss/train=0.180, alignment/train=0.0807, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 97%|█████████▋| 453/469 [00:41<00:01, 10.90it/s, v_num=9, loss/train=0.180, alignment/train=0.0807, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 97%|█████████▋| 453/469 [00:41<00:01, 10.90it/s, v_num=9, loss/train=0.155, alignment/train=0.0761, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 97%|█████████▋| 454/469 [00:41<00:01, 10.92it/s, v_num=9, loss/train=0.155, alignment/train=0.0761, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 97%|█████████▋| 454/469 [00:41<00:01, 10.92it/s, v_num=9, loss/train=0.179, alignment/train=0.0723, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 97%|█████████▋| 455/469 [00:41<00:01, 10.93it/s, v_num=9, loss/train=0.179, alignment/train=0.0723, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 97%|█████████▋| 455/469 [00:41<00:01, 10.93it/s, v_num=9, loss/train=0.153, alignment/train=0.0657, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 97%|█████████▋| 456/469 [00:41<00:01, 10.95it/s, v_num=9, loss/train=0.153, alignment/train=0.0657, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 97%|█████████▋| 456/469 [00:41<00:01, 10.95it/s, v_num=9, loss/train=0.167, alignment/train=0.0675, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 97%|█████████▋| 457/469 [00:41<00:01, 10.96it/s, v_num=9, loss/train=0.167, alignment/train=0.0675, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 97%|█████████▋| 457/469 [00:41<00:01, 10.96it/s, v_num=9, loss/train=0.198, alignment/train=0.0882, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 98%|█████████▊| 458/469 [00:41<00:01, 10.98it/s, v_num=9, loss/train=0.198, alignment/train=0.0882, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 98%|█████████▊| 458/469 [00:41<00:01, 10.97it/s, v_num=9, loss/train=0.158, alignment/train=0.0831, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 98%|█████████▊| 459/469 [00:41<00:00, 10.99it/s, v_num=9, loss/train=0.158, alignment/train=0.0831, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 98%|█████████▊| 459/469 [00:41<00:00, 10.99it/s, v_num=9, loss/train=0.192, alignment/train=0.0773, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 98%|█████████▊| 460/469 [00:41<00:00, 11.00it/s, v_num=9, loss/train=0.192, alignment/train=0.0773, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 98%|█████████▊| 460/469 [00:41<00:00, 11.00it/s, v_num=9, loss/train=0.151, alignment/train=0.0711, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 98%|█████████▊| 461/469 [00:41<00:00, 11.02it/s, v_num=9, loss/train=0.151, alignment/train=0.0711, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 98%|█████████▊| 461/469 [00:41<00:00, 11.02it/s, v_num=9, loss/train=0.176, alignment/train=0.0804, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 99%|█████████▊| 462/469 [00:41<00:00, 11.03it/s, v_num=9, loss/train=0.176, alignment/train=0.0804, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 99%|█████████▊| 462/469 [00:41<00:00, 11.03it/s, v_num=9, loss/train=0.159, alignment/train=0.0696, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 99%|█████████▊| 463/469 [00:41<00:00, 11.05it/s, v_num=9, loss/train=0.159, alignment/train=0.0696, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 99%|█████████▊| 463/469 [00:41<00:00, 11.05it/s, v_num=9, loss/train=0.172, alignment/train=0.076, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 99%|█████████▉| 464/469 [00:41<00:00, 11.06it/s, v_num=9, loss/train=0.172, alignment/train=0.076, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 99%|█████████▉| 464/469 [00:41<00:00, 11.06it/s, v_num=9, loss/train=0.180, alignment/train=0.0827, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 99%|█████████▉| 465/469 [00:41<00:00, 11.08it/s, v_num=9, loss/train=0.180, alignment/train=0.0827, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 99%|█████████▉| 465/469 [00:41<00:00, 11.08it/s, v_num=9, loss/train=0.164, alignment/train=0.0676, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 99%|█████████▉| 466/469 [00:42<00:00, 11.09it/s, v_num=9, loss/train=0.164, alignment/train=0.0676, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 99%|█████████▉| 466/469 [00:42<00:00, 11.09it/s, v_num=9, loss/train=0.179, alignment/train=0.0838, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 100%|█████████▉| 467/469 [00:42<00:00, 11.10it/s, v_num=9, loss/train=0.179, alignment/train=0.0838, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 100%|█████████▉| 467/469 [00:42<00:00, 11.10it/s, v_num=9, loss/train=0.186, alignment/train=0.083, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 100%|█████████▉| 468/469 [00:42<00:00, 11.12it/s, v_num=9, loss/train=0.186, alignment/train=0.083, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 100%|█████████▉| 468/469 [00:42<00:00, 11.12it/s, v_num=9, loss/train=0.152, alignment/train=0.0709, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 100%|██████████| 469/469 [00:42<00:00, 11.13it/s, v_num=9, loss/train=0.152, alignment/train=0.0709, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 100%|██████████| 469/469 [00:42<00:00, 11.13it/s, v_num=9, loss/train=0.157, alignment/train=0.0919, uniformity/train=-3.52, contrastive_acc/train=0.995, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
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Validation DataLoader 0: 86%|████████▌ | 68/79 [00:05<00:00, 13.47it/s]
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Validation DataLoader 0: 100%|██████████| 79/79 [00:05<00:00, 15.30it/s]
Epoch 23: 100%|██████████| 469/469 [00:49<00:00, 9.56it/s, v_num=9, loss/train=0.157, alignment/train=0.0919, uniformity/train=-3.52, contrastive_acc/train=0.995, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 23: 100%|██████████| 469/469 [00:49<00:00, 9.56it/s, v_num=9, loss/train=0.157, alignment/train=0.0919, uniformity/train=-3.52, contrastive_acc/train=0.995, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 23: 0%| | 0/469 [00:00<?, ?it/s, v_num=9, loss/train=0.157, alignment/train=0.0919, uniformity/train=-3.52, contrastive_acc/train=0.995, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 0%| | 0/469 [00:00<?, ?it/s, v_num=9, loss/train=0.157, alignment/train=0.0919, uniformity/train=-3.52, contrastive_acc/train=0.995, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 0%| | 1/469 [00:01<12:21, 0.63it/s, v_num=9, loss/train=0.157, alignment/train=0.0919, uniformity/train=-3.52, contrastive_acc/train=0.995, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 0%| | 1/469 [00:01<12:22, 0.63it/s, v_num=9, loss/train=0.188, alignment/train=0.0735, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 0%| | 2/469 [00:01<06:23, 1.22it/s, v_num=9, loss/train=0.188, alignment/train=0.0735, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 0%| | 2/469 [00:01<06:23, 1.22it/s, v_num=9, loss/train=0.163, alignment/train=0.0759, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 1%| | 3/469 [00:01<04:23, 1.77it/s, v_num=9, loss/train=0.163, alignment/train=0.0759, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 1%| | 3/469 [00:01<04:23, 1.77it/s, v_num=9, loss/train=0.164, alignment/train=0.0736, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 1%| | 4/469 [00:01<03:29, 2.22it/s, v_num=9, loss/train=0.164, alignment/train=0.0736, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 1%| | 4/469 [00:01<03:29, 2.22it/s, v_num=9, loss/train=0.172, alignment/train=0.0832, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 1%| | 5/469 [00:01<02:57, 2.61it/s, v_num=9, loss/train=0.172, alignment/train=0.0832, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 1%| | 5/469 [00:01<02:58, 2.61it/s, v_num=9, loss/train=0.192, alignment/train=0.0759, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 1%|▏ | 6/469 [00:02<02:37, 2.93it/s, v_num=9, loss/train=0.192, alignment/train=0.0759, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 1%|▏ | 6/469 [00:02<02:37, 2.93it/s, v_num=9, loss/train=0.202, alignment/train=0.0799, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 1%|▏ | 7/469 [00:02<02:18, 3.33it/s, v_num=9, loss/train=0.202, alignment/train=0.0799, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 1%|▏ | 7/469 [00:02<02:18, 3.33it/s, v_num=9, loss/train=0.174, alignment/train=0.0804, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 2%|▏ | 8/469 [00:02<02:06, 3.65it/s, v_num=9, loss/train=0.174, alignment/train=0.0804, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 2%|▏ | 8/469 [00:02<02:06, 3.65it/s, v_num=9, loss/train=0.172, alignment/train=0.0803, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 2%|▏ | 9/469 [00:02<01:54, 4.00it/s, v_num=9, loss/train=0.172, alignment/train=0.0803, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 2%|▏ | 9/469 [00:02<01:54, 4.00it/s, v_num=9, loss/train=0.162, alignment/train=0.0741, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 2%|▏ | 10/469 [00:02<01:46, 4.31it/s, v_num=9, loss/train=0.162, alignment/train=0.0741, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 2%|▏ | 10/469 [00:02<01:46, 4.31it/s, v_num=9, loss/train=0.185, alignment/train=0.0846, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 2%|▏ | 11/469 [00:02<01:42, 4.46it/s, v_num=9, loss/train=0.185, alignment/train=0.0846, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 2%|▏ | 11/469 [00:02<01:42, 4.46it/s, v_num=9, loss/train=0.178, alignment/train=0.0713, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 3%|▎ | 12/469 [00:02<01:37, 4.71it/s, v_num=9, loss/train=0.178, alignment/train=0.0713, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 3%|▎ | 12/469 [00:02<01:37, 4.71it/s, v_num=9, loss/train=0.175, alignment/train=0.0802, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 3%|▎ | 13/469 [00:02<01:31, 4.99it/s, v_num=9, loss/train=0.175, alignment/train=0.0802, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 3%|▎ | 13/469 [00:02<01:31, 4.99it/s, v_num=9, loss/train=0.147, alignment/train=0.0768, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 3%|▎ | 14/469 [00:02<01:27, 5.21it/s, v_num=9, loss/train=0.147, alignment/train=0.0768, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 3%|▎ | 14/469 [00:02<01:27, 5.21it/s, v_num=9, loss/train=0.164, alignment/train=0.0824, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 3%|▎ | 15/469 [00:02<01:23, 5.45it/s, v_num=9, loss/train=0.164, alignment/train=0.0824, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 3%|▎ | 15/469 [00:02<01:23, 5.44it/s, v_num=9, loss/train=0.204, alignment/train=0.0757, uniformity/train=-3.53, contrastive_acc/train=0.988, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 3%|▎ | 16/469 [00:02<01:20, 5.62it/s, v_num=9, loss/train=0.204, alignment/train=0.0757, uniformity/train=-3.53, contrastive_acc/train=0.988, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 3%|▎ | 16/469 [00:02<01:20, 5.61it/s, v_num=9, loss/train=0.178, alignment/train=0.0776, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 4%|▎ | 17/469 [00:02<01:17, 5.85it/s, v_num=9, loss/train=0.178, alignment/train=0.0776, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 4%|▎ | 17/469 [00:02<01:17, 5.84it/s, v_num=9, loss/train=0.215, alignment/train=0.0794, uniformity/train=-3.56, contrastive_acc/train=0.980, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 4%|▍ | 18/469 [00:03<01:18, 5.74it/s, v_num=9, loss/train=0.215, alignment/train=0.0794, uniformity/train=-3.56, contrastive_acc/train=0.980, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 4%|▍ | 18/469 [00:03<01:18, 5.74it/s, v_num=9, loss/train=0.139, alignment/train=0.0757, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 4%|▍ | 19/469 [00:03<01:15, 5.95it/s, v_num=9, loss/train=0.139, alignment/train=0.0757, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 4%|▍ | 19/469 [00:03<01:15, 5.95it/s, v_num=9, loss/train=0.162, alignment/train=0.0838, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 4%|▍ | 20/469 [00:03<01:12, 6.15it/s, v_num=9, loss/train=0.162, alignment/train=0.0838, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 4%|▍ | 20/469 [00:03<01:12, 6.15it/s, v_num=9, loss/train=0.193, alignment/train=0.0907, uniformity/train=-3.56, contrastive_acc/train=0.984, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 4%|▍ | 21/469 [00:03<01:10, 6.35it/s, v_num=9, loss/train=0.193, alignment/train=0.0907, uniformity/train=-3.56, contrastive_acc/train=0.984, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 4%|▍ | 21/469 [00:03<01:10, 6.34it/s, v_num=9, loss/train=0.178, alignment/train=0.0754, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 5%|▍ | 22/469 [00:03<01:09, 6.42it/s, v_num=9, loss/train=0.178, alignment/train=0.0754, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 5%|▍ | 22/469 [00:03<01:09, 6.42it/s, v_num=9, loss/train=0.148, alignment/train=0.0814, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 5%|▍ | 23/469 [00:03<01:09, 6.46it/s, v_num=9, loss/train=0.148, alignment/train=0.0814, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 5%|▍ | 23/469 [00:03<01:09, 6.46it/s, v_num=9, loss/train=0.169, alignment/train=0.0768, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 5%|▌ | 24/469 [00:03<01:07, 6.63it/s, v_num=9, loss/train=0.169, alignment/train=0.0768, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 5%|▌ | 24/469 [00:03<01:07, 6.63it/s, v_num=9, loss/train=0.153, alignment/train=0.0759, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 5%|▌ | 25/469 [00:03<01:05, 6.80it/s, v_num=9, loss/train=0.153, alignment/train=0.0759, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 5%|▌ | 25/469 [00:03<01:05, 6.79it/s, v_num=9, loss/train=0.169, alignment/train=0.083, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 6%|▌ | 26/469 [00:03<01:03, 6.96it/s, v_num=9, loss/train=0.169, alignment/train=0.083, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 6%|▌ | 26/469 [00:03<01:03, 6.95it/s, v_num=9, loss/train=0.157, alignment/train=0.074, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 6%|▌ | 27/469 [00:03<01:04, 6.89it/s, v_num=9, loss/train=0.157, alignment/train=0.074, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 6%|▌ | 27/469 [00:03<01:04, 6.89it/s, v_num=9, loss/train=0.166, alignment/train=0.0822, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 6%|▌ | 28/469 [00:04<01:03, 6.92it/s, v_num=9, loss/train=0.166, alignment/train=0.0822, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 6%|▌ | 28/469 [00:04<01:03, 6.91it/s, v_num=9, loss/train=0.140, alignment/train=0.0706, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 6%|▌ | 29/469 [00:04<01:02, 7.07it/s, v_num=9, loss/train=0.140, alignment/train=0.0706, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 6%|▌ | 29/469 [00:04<01:02, 7.07it/s, v_num=9, loss/train=0.167, alignment/train=0.0773, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 6%|▋ | 30/469 [00:04<01:01, 7.19it/s, v_num=9, loss/train=0.167, alignment/train=0.0773, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 6%|▋ | 30/469 [00:04<01:01, 7.19it/s, v_num=9, loss/train=0.168, alignment/train=0.0869, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 7%|▋ | 31/469 [00:04<01:00, 7.27it/s, v_num=9, loss/train=0.168, alignment/train=0.0869, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 7%|▋ | 31/469 [00:04<01:00, 7.27it/s, v_num=9, loss/train=0.204, alignment/train=0.0763, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 7%|▋ | 32/469 [00:04<00:59, 7.34it/s, v_num=9, loss/train=0.204, alignment/train=0.0763, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 7%|▋ | 32/469 [00:04<00:59, 7.34it/s, v_num=9, loss/train=0.190, alignment/train=0.069, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 7%|▋ | 33/469 [00:04<00:58, 7.41it/s, v_num=9, loss/train=0.190, alignment/train=0.069, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 7%|▋ | 33/469 [00:04<00:58, 7.41it/s, v_num=9, loss/train=0.173, alignment/train=0.0811, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 7%|▋ | 34/469 [00:04<00:58, 7.47it/s, v_num=9, loss/train=0.173, alignment/train=0.0811, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 7%|▋ | 34/469 [00:04<00:58, 7.47it/s, v_num=9, loss/train=0.159, alignment/train=0.0814, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 7%|▋ | 35/469 [00:04<00:57, 7.60it/s, v_num=9, loss/train=0.159, alignment/train=0.0814, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 7%|▋ | 35/469 [00:04<00:57, 7.60it/s, v_num=9, loss/train=0.170, alignment/train=0.0732, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 8%|▊ | 36/469 [00:04<00:56, 7.67it/s, v_num=9, loss/train=0.170, alignment/train=0.0732, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 8%|▊ | 36/469 [00:04<00:56, 7.67it/s, v_num=9, loss/train=0.191, alignment/train=0.0755, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 8%|▊ | 37/469 [00:04<00:55, 7.74it/s, v_num=9, loss/train=0.191, alignment/train=0.0755, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 8%|▊ | 37/469 [00:04<00:55, 7.74it/s, v_num=9, loss/train=0.182, alignment/train=0.0866, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 8%|▊ | 38/469 [00:04<00:55, 7.78it/s, v_num=9, loss/train=0.182, alignment/train=0.0866, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 8%|▊ | 38/469 [00:04<00:55, 7.78it/s, v_num=9, loss/train=0.157, alignment/train=0.0801, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 8%|▊ | 39/469 [00:04<00:55, 7.81it/s, v_num=9, loss/train=0.157, alignment/train=0.0801, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 8%|▊ | 39/469 [00:04<00:55, 7.80it/s, v_num=9, loss/train=0.194, alignment/train=0.0842, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 9%|▊ | 40/469 [00:05<00:54, 7.89it/s, v_num=9, loss/train=0.194, alignment/train=0.0842, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 9%|▊ | 40/469 [00:05<00:54, 7.89it/s, v_num=9, loss/train=0.150, alignment/train=0.0767, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 9%|▊ | 41/469 [00:05<00:53, 7.93it/s, v_num=9, loss/train=0.150, alignment/train=0.0767, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 9%|▊ | 41/469 [00:05<00:54, 7.93it/s, v_num=9, loss/train=0.154, alignment/train=0.0748, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 9%|▉ | 42/469 [00:05<00:53, 8.03it/s, v_num=9, loss/train=0.154, alignment/train=0.0748, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 9%|▉ | 42/469 [00:05<00:53, 8.03it/s, v_num=9, loss/train=0.165, alignment/train=0.0848, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 9%|▉ | 43/469 [00:05<00:52, 8.13it/s, v_num=9, loss/train=0.165, alignment/train=0.0848, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 9%|▉ | 43/469 [00:05<00:52, 8.13it/s, v_num=9, loss/train=0.174, alignment/train=0.0768, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 9%|▉ | 44/469 [00:05<00:51, 8.23it/s, v_num=9, loss/train=0.174, alignment/train=0.0768, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 9%|▉ | 44/469 [00:05<00:51, 8.23it/s, v_num=9, loss/train=0.163, alignment/train=0.0779, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 10%|▉ | 45/469 [00:05<00:51, 8.22it/s, v_num=9, loss/train=0.163, alignment/train=0.0779, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 10%|▉ | 45/469 [00:05<00:51, 8.22it/s, v_num=9, loss/train=0.143, alignment/train=0.071, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 10%|▉ | 46/469 [00:05<00:51, 8.22it/s, v_num=9, loss/train=0.143, alignment/train=0.071, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 10%|▉ | 46/469 [00:05<00:51, 8.22it/s, v_num=9, loss/train=0.155, alignment/train=0.0743, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 10%|█ | 47/469 [00:05<00:51, 8.25it/s, v_num=9, loss/train=0.155, alignment/train=0.0743, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 10%|█ | 47/469 [00:05<00:51, 8.25it/s, v_num=9, loss/train=0.180, alignment/train=0.0786, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 10%|█ | 48/469 [00:05<00:50, 8.32it/s, v_num=9, loss/train=0.180, alignment/train=0.0786, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 10%|█ | 48/469 [00:05<00:50, 8.31it/s, v_num=9, loss/train=0.167, alignment/train=0.0915, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 10%|█ | 49/469 [00:05<00:49, 8.41it/s, v_num=9, loss/train=0.167, alignment/train=0.0915, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 10%|█ | 49/469 [00:05<00:49, 8.41it/s, v_num=9, loss/train=0.161, alignment/train=0.0828, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 11%|█ | 50/469 [00:05<00:49, 8.47it/s, v_num=9, loss/train=0.161, alignment/train=0.0828, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 11%|█ | 50/469 [00:05<00:49, 8.47it/s, v_num=9, loss/train=0.149, alignment/train=0.068, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 11%|█ | 51/469 [00:06<00:49, 8.45it/s, v_num=9, loss/train=0.149, alignment/train=0.068, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 11%|█ | 51/469 [00:06<00:49, 8.45it/s, v_num=9, loss/train=0.163, alignment/train=0.0878, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 11%|█ | 52/469 [00:06<00:48, 8.53it/s, v_num=9, loss/train=0.163, alignment/train=0.0878, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 11%|█ | 52/469 [00:06<00:48, 8.53it/s, v_num=9, loss/train=0.185, alignment/train=0.0801, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 11%|█▏ | 53/469 [00:06<00:48, 8.62it/s, v_num=9, loss/train=0.185, alignment/train=0.0801, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 11%|█▏ | 53/469 [00:06<00:48, 8.61it/s, v_num=9, loss/train=0.169, alignment/train=0.0814, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 12%|█▏ | 54/469 [00:06<00:47, 8.67it/s, v_num=9, loss/train=0.169, alignment/train=0.0814, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 12%|█▏ | 54/469 [00:06<00:47, 8.67it/s, v_num=9, loss/train=0.176, alignment/train=0.0777, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 12%|█▏ | 55/469 [00:06<00:47, 8.70it/s, v_num=9, loss/train=0.176, alignment/train=0.0777, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 12%|█▏ | 55/469 [00:06<00:47, 8.69it/s, v_num=9, loss/train=0.176, alignment/train=0.0781, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 12%|█▏ | 56/469 [00:06<00:47, 8.72it/s, v_num=9, loss/train=0.176, alignment/train=0.0781, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 12%|█▏ | 56/469 [00:06<00:47, 8.72it/s, v_num=9, loss/train=0.155, alignment/train=0.0771, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 12%|█▏ | 57/469 [00:06<00:47, 8.76it/s, v_num=9, loss/train=0.155, alignment/train=0.0771, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 12%|█▏ | 57/469 [00:06<00:47, 8.76it/s, v_num=9, loss/train=0.184, alignment/train=0.0853, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 12%|█▏ | 58/469 [00:06<00:46, 8.77it/s, v_num=9, loss/train=0.184, alignment/train=0.0853, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 12%|█▏ | 58/469 [00:06<00:46, 8.77it/s, v_num=9, loss/train=0.183, alignment/train=0.0772, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 13%|█▎ | 59/469 [00:06<00:46, 8.76it/s, v_num=9, loss/train=0.183, alignment/train=0.0772, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 13%|█▎ | 59/469 [00:06<00:46, 8.76it/s, v_num=9, loss/train=0.176, alignment/train=0.0902, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 13%|█▎ | 60/469 [00:06<00:46, 8.83it/s, v_num=9, loss/train=0.176, alignment/train=0.0902, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 13%|█▎ | 60/469 [00:06<00:46, 8.83it/s, v_num=9, loss/train=0.151, alignment/train=0.0682, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 13%|█▎ | 61/469 [00:06<00:46, 8.85it/s, v_num=9, loss/train=0.151, alignment/train=0.0682, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 13%|█▎ | 61/469 [00:06<00:46, 8.85it/s, v_num=9, loss/train=0.164, alignment/train=0.0705, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 13%|█▎ | 62/469 [00:06<00:45, 8.87it/s, v_num=9, loss/train=0.164, alignment/train=0.0705, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 13%|█▎ | 62/469 [00:06<00:45, 8.87it/s, v_num=9, loss/train=0.176, alignment/train=0.0854, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 13%|█▎ | 63/469 [00:07<00:45, 8.88it/s, v_num=9, loss/train=0.176, alignment/train=0.0854, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 13%|█▎ | 63/469 [00:07<00:45, 8.88it/s, v_num=9, loss/train=0.157, alignment/train=0.0733, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 14%|█▎ | 64/469 [00:07<00:45, 8.95it/s, v_num=9, loss/train=0.157, alignment/train=0.0733, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 14%|█▎ | 64/469 [00:07<00:45, 8.95it/s, v_num=9, loss/train=0.162, alignment/train=0.0839, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 14%|█▍ | 65/469 [00:07<00:45, 8.97it/s, v_num=9, loss/train=0.162, alignment/train=0.0839, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 14%|█▍ | 65/469 [00:07<00:45, 8.97it/s, v_num=9, loss/train=0.180, alignment/train=0.0741, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 14%|█▍ | 66/469 [00:07<00:44, 9.04it/s, v_num=9, loss/train=0.180, alignment/train=0.0741, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 14%|█▍ | 66/469 [00:07<00:44, 9.04it/s, v_num=9, loss/train=0.182, alignment/train=0.0887, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 14%|█▍ | 67/469 [00:07<00:44, 9.05it/s, v_num=9, loss/train=0.182, alignment/train=0.0887, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 14%|█▍ | 67/469 [00:07<00:44, 9.04it/s, v_num=9, loss/train=0.173, alignment/train=0.0788, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 14%|█▍ | 68/469 [00:07<00:44, 9.04it/s, v_num=9, loss/train=0.173, alignment/train=0.0788, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 14%|█▍ | 68/469 [00:07<00:44, 9.04it/s, v_num=9, loss/train=0.173, alignment/train=0.0802, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 15%|█▍ | 69/469 [00:07<00:44, 9.07it/s, v_num=9, loss/train=0.173, alignment/train=0.0802, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 15%|█▍ | 69/469 [00:07<00:44, 9.07it/s, v_num=9, loss/train=0.133, alignment/train=0.0667, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 15%|█▍ | 70/469 [00:07<00:43, 9.12it/s, v_num=9, loss/train=0.133, alignment/train=0.0667, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 15%|█▍ | 70/469 [00:07<00:43, 9.11it/s, v_num=9, loss/train=0.214, alignment/train=0.0869, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 15%|█▌ | 71/469 [00:07<00:43, 9.13it/s, v_num=9, loss/train=0.214, alignment/train=0.0869, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 15%|█▌ | 71/469 [00:07<00:43, 9.12it/s, v_num=9, loss/train=0.147, alignment/train=0.0691, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 15%|█▌ | 72/469 [00:07<00:43, 9.11it/s, v_num=9, loss/train=0.147, alignment/train=0.0691, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 15%|█▌ | 72/469 [00:07<00:43, 9.10it/s, v_num=9, loss/train=0.174, alignment/train=0.0747, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 16%|█▌ | 73/469 [00:07<00:43, 9.16it/s, v_num=9, loss/train=0.174, alignment/train=0.0747, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 16%|█▌ | 73/469 [00:07<00:43, 9.16it/s, v_num=9, loss/train=0.160, alignment/train=0.0718, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 16%|█▌ | 74/469 [00:08<00:42, 9.22it/s, v_num=9, loss/train=0.160, alignment/train=0.0718, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 16%|█▌ | 74/469 [00:08<00:42, 9.22it/s, v_num=9, loss/train=0.165, alignment/train=0.0742, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 16%|█▌ | 75/469 [00:08<00:42, 9.26it/s, v_num=9, loss/train=0.165, alignment/train=0.0742, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 16%|█▌ | 75/469 [00:08<00:42, 9.26it/s, v_num=9, loss/train=0.158, alignment/train=0.0802, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 16%|█▌ | 76/469 [00:08<00:42, 9.24it/s, v_num=9, loss/train=0.158, alignment/train=0.0802, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 16%|█▌ | 76/469 [00:08<00:42, 9.24it/s, v_num=9, loss/train=0.142, alignment/train=0.0715, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 16%|█▋ | 77/469 [00:08<00:42, 9.27it/s, v_num=9, loss/train=0.142, alignment/train=0.0715, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 16%|█▋ | 77/469 [00:08<00:42, 9.27it/s, v_num=9, loss/train=0.151, alignment/train=0.0807, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 17%|█▋ | 78/469 [00:08<00:41, 9.33it/s, v_num=9, loss/train=0.151, alignment/train=0.0807, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 17%|█▋ | 78/469 [00:08<00:41, 9.33it/s, v_num=9, loss/train=0.182, alignment/train=0.0844, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 17%|█▋ | 79/469 [00:08<00:42, 9.26it/s, v_num=9, loss/train=0.182, alignment/train=0.0844, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 17%|█▋ | 79/469 [00:08<00:42, 9.25it/s, v_num=9, loss/train=0.154, alignment/train=0.0826, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 17%|█▋ | 80/469 [00:08<00:41, 9.29it/s, v_num=9, loss/train=0.154, alignment/train=0.0826, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 17%|█▋ | 80/469 [00:08<00:41, 9.29it/s, v_num=9, loss/train=0.160, alignment/train=0.0794, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 17%|█▋ | 81/469 [00:08<00:41, 9.34it/s, v_num=9, loss/train=0.160, alignment/train=0.0794, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 17%|█▋ | 81/469 [00:08<00:41, 9.34it/s, v_num=9, loss/train=0.191, alignment/train=0.0771, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 17%|█▋ | 82/469 [00:08<00:41, 9.35it/s, v_num=9, loss/train=0.191, alignment/train=0.0771, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 17%|█▋ | 82/469 [00:08<00:41, 9.35it/s, v_num=9, loss/train=0.144, alignment/train=0.0776, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 18%|█▊ | 83/469 [00:08<00:41, 9.40it/s, v_num=9, loss/train=0.144, alignment/train=0.0776, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 18%|█▊ | 83/469 [00:08<00:41, 9.40it/s, v_num=9, loss/train=0.205, alignment/train=0.0733, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 18%|█▊ | 84/469 [00:08<00:40, 9.40it/s, v_num=9, loss/train=0.205, alignment/train=0.0733, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 18%|█▊ | 84/469 [00:08<00:40, 9.40it/s, v_num=9, loss/train=0.150, alignment/train=0.0798, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 18%|█▊ | 85/469 [00:09<00:40, 9.37it/s, v_num=9, loss/train=0.150, alignment/train=0.0798, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 18%|█▊ | 85/469 [00:09<00:40, 9.37it/s, v_num=9, loss/train=0.169, alignment/train=0.0861, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 18%|█▊ | 86/469 [00:09<00:40, 9.42it/s, v_num=9, loss/train=0.169, alignment/train=0.0861, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 18%|█▊ | 86/469 [00:09<00:40, 9.42it/s, v_num=9, loss/train=0.175, alignment/train=0.0823, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 19%|█▊ | 87/469 [00:09<00:40, 9.47it/s, v_num=9, loss/train=0.175, alignment/train=0.0823, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 19%|█▊ | 87/469 [00:09<00:40, 9.47it/s, v_num=9, loss/train=0.154, alignment/train=0.0769, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 19%|█▉ | 88/469 [00:09<00:40, 9.52it/s, v_num=9, loss/train=0.154, alignment/train=0.0769, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 19%|█▉ | 88/469 [00:09<00:40, 9.52it/s, v_num=9, loss/train=0.152, alignment/train=0.0675, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 19%|█▉ | 89/469 [00:09<00:39, 9.57it/s, v_num=9, loss/train=0.152, alignment/train=0.0675, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 19%|█▉ | 89/469 [00:09<00:39, 9.57it/s, v_num=9, loss/train=0.152, alignment/train=0.076, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 19%|█▉ | 90/469 [00:09<00:39, 9.49it/s, v_num=9, loss/train=0.152, alignment/train=0.076, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 19%|█▉ | 90/469 [00:09<00:39, 9.49it/s, v_num=9, loss/train=0.157, alignment/train=0.0783, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 19%|█▉ | 91/469 [00:09<00:39, 9.49it/s, v_num=9, loss/train=0.157, alignment/train=0.0783, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 19%|█▉ | 91/469 [00:09<00:39, 9.49it/s, v_num=9, loss/train=0.190, alignment/train=0.0736, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 20%|█▉ | 92/469 [00:09<00:39, 9.54it/s, v_num=9, loss/train=0.190, alignment/train=0.0736, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 20%|█▉ | 92/469 [00:09<00:39, 9.54it/s, v_num=9, loss/train=0.168, alignment/train=0.0827, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 20%|█▉ | 93/469 [00:09<00:39, 9.59it/s, v_num=9, loss/train=0.168, alignment/train=0.0827, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 20%|█▉ | 93/469 [00:09<00:39, 9.58it/s, v_num=9, loss/train=0.146, alignment/train=0.0808, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 20%|██ | 94/469 [00:09<00:38, 9.63it/s, v_num=9, loss/train=0.146, alignment/train=0.0808, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 20%|██ | 94/469 [00:09<00:38, 9.63it/s, v_num=9, loss/train=0.187, alignment/train=0.0918, uniformity/train=-3.57, contrastive_acc/train=0.988, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 20%|██ | 95/469 [00:09<00:38, 9.67it/s, v_num=9, loss/train=0.187, alignment/train=0.0918, uniformity/train=-3.57, contrastive_acc/train=0.988, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 20%|██ | 95/469 [00:09<00:38, 9.67it/s, v_num=9, loss/train=0.160, alignment/train=0.0748, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 20%|██ | 96/469 [00:09<00:38, 9.66it/s, v_num=9, loss/train=0.160, alignment/train=0.0748, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 20%|██ | 96/469 [00:09<00:38, 9.66it/s, v_num=9, loss/train=0.149, alignment/train=0.0762, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 21%|██ | 97/469 [00:10<00:38, 9.54it/s, v_num=9, loss/train=0.149, alignment/train=0.0762, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 21%|██ | 97/469 [00:10<00:38, 9.54it/s, v_num=9, loss/train=0.172, alignment/train=0.0812, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 21%|██ | 98/469 [00:10<00:38, 9.58it/s, v_num=9, loss/train=0.172, alignment/train=0.0812, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 21%|██ | 98/469 [00:10<00:38, 9.58it/s, v_num=9, loss/train=0.139, alignment/train=0.0787, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 21%|██ | 99/469 [00:10<00:38, 9.62it/s, v_num=9, loss/train=0.139, alignment/train=0.0787, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 21%|██ | 99/469 [00:10<00:38, 9.62it/s, v_num=9, loss/train=0.189, alignment/train=0.0865, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 21%|██▏ | 100/469 [00:10<00:38, 9.60it/s, v_num=9, loss/train=0.189, alignment/train=0.0865, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 21%|██▏ | 100/469 [00:10<00:38, 9.60it/s, v_num=9, loss/train=0.184, alignment/train=0.0677, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 22%|██▏ | 101/469 [00:10<00:38, 9.62it/s, v_num=9, loss/train=0.184, alignment/train=0.0677, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 22%|██▏ | 101/469 [00:10<00:38, 9.62it/s, v_num=9, loss/train=0.158, alignment/train=0.0869, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 22%|██▏ | 102/469 [00:10<00:37, 9.67it/s, v_num=9, loss/train=0.158, alignment/train=0.0869, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 22%|██▏ | 102/469 [00:10<00:37, 9.67it/s, v_num=9, loss/train=0.172, alignment/train=0.0664, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 22%|██▏ | 103/469 [00:10<00:37, 9.67it/s, v_num=9, loss/train=0.172, alignment/train=0.0664, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 22%|██▏ | 103/469 [00:10<00:37, 9.67it/s, v_num=9, loss/train=0.198, alignment/train=0.0726, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 22%|██▏ | 104/469 [00:10<00:37, 9.69it/s, v_num=9, loss/train=0.198, alignment/train=0.0726, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 22%|██▏ | 104/469 [00:10<00:37, 9.69it/s, v_num=9, loss/train=0.159, alignment/train=0.0877, uniformity/train=-3.58, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 22%|██▏ | 105/469 [00:10<00:37, 9.69it/s, v_num=9, loss/train=0.159, alignment/train=0.0877, uniformity/train=-3.58, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 22%|██▏ | 105/469 [00:10<00:37, 9.69it/s, v_num=9, loss/train=0.171, alignment/train=0.0772, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 23%|██▎ | 106/469 [00:10<00:37, 9.72it/s, v_num=9, loss/train=0.171, alignment/train=0.0772, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 23%|██▎ | 106/469 [00:10<00:37, 9.72it/s, v_num=9, loss/train=0.151, alignment/train=0.0807, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 23%|██▎ | 107/469 [00:10<00:37, 9.76it/s, v_num=9, loss/train=0.151, alignment/train=0.0807, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 23%|██▎ | 107/469 [00:10<00:37, 9.76it/s, v_num=9, loss/train=0.169, alignment/train=0.0766, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 23%|██▎ | 108/469 [00:11<00:36, 9.80it/s, v_num=9, loss/train=0.169, alignment/train=0.0766, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 23%|██▎ | 108/469 [00:11<00:36, 9.79it/s, v_num=9, loss/train=0.151, alignment/train=0.0656, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 23%|██▎ | 109/469 [00:11<00:36, 9.83it/s, v_num=9, loss/train=0.151, alignment/train=0.0656, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 23%|██▎ | 109/469 [00:11<00:36, 9.83it/s, v_num=9, loss/train=0.170, alignment/train=0.0855, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 23%|██▎ | 110/469 [00:11<00:36, 9.79it/s, v_num=9, loss/train=0.170, alignment/train=0.0855, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 23%|██▎ | 110/469 [00:11<00:36, 9.79it/s, v_num=9, loss/train=0.183, alignment/train=0.0754, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 24%|██▎ | 111/469 [00:11<00:36, 9.71it/s, v_num=9, loss/train=0.183, alignment/train=0.0754, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 24%|██▎ | 111/469 [00:11<00:36, 9.71it/s, v_num=9, loss/train=0.174, alignment/train=0.0818, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 24%|██▍ | 112/469 [00:11<00:36, 9.75it/s, v_num=9, loss/train=0.174, alignment/train=0.0818, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 24%|██▍ | 112/469 [00:11<00:36, 9.75it/s, v_num=9, loss/train=0.213, alignment/train=0.0977, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 24%|██▍ | 113/469 [00:11<00:36, 9.79it/s, v_num=9, loss/train=0.213, alignment/train=0.0977, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 24%|██▍ | 113/469 [00:11<00:36, 9.79it/s, v_num=9, loss/train=0.190, alignment/train=0.0755, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 24%|██▍ | 114/469 [00:11<00:36, 9.79it/s, v_num=9, loss/train=0.190, alignment/train=0.0755, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 24%|██▍ | 114/469 [00:11<00:36, 9.79it/s, v_num=9, loss/train=0.127, alignment/train=0.0728, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 25%|██▍ | 115/469 [00:11<00:36, 9.80it/s, v_num=9, loss/train=0.127, alignment/train=0.0728, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 25%|██▍ | 115/469 [00:11<00:36, 9.80it/s, v_num=9, loss/train=0.157, alignment/train=0.0816, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 25%|██▍ | 116/469 [00:11<00:36, 9.80it/s, v_num=9, loss/train=0.157, alignment/train=0.0816, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 25%|██▍ | 116/469 [00:11<00:36, 9.80it/s, v_num=9, loss/train=0.184, alignment/train=0.0791, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 25%|██▍ | 117/469 [00:11<00:35, 9.83it/s, v_num=9, loss/train=0.184, alignment/train=0.0791, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 25%|██▍ | 117/469 [00:11<00:35, 9.82it/s, v_num=9, loss/train=0.183, alignment/train=0.0761, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 25%|██▌ | 118/469 [00:11<00:35, 9.85it/s, v_num=9, loss/train=0.183, alignment/train=0.0761, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 25%|██▌ | 118/469 [00:11<00:35, 9.85it/s, v_num=9, loss/train=0.211, alignment/train=0.0984, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 25%|██▌ | 119/469 [00:12<00:35, 9.85it/s, v_num=9, loss/train=0.211, alignment/train=0.0984, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 25%|██▌ | 119/469 [00:12<00:35, 9.85it/s, v_num=9, loss/train=0.144, alignment/train=0.0762, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 26%|██▌ | 120/469 [00:12<00:35, 9.86it/s, v_num=9, loss/train=0.144, alignment/train=0.0762, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 26%|██▌ | 120/469 [00:12<00:35, 9.86it/s, v_num=9, loss/train=0.177, alignment/train=0.0783, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 26%|██▌ | 121/469 [00:12<00:35, 9.87it/s, v_num=9, loss/train=0.177, alignment/train=0.0783, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 26%|██▌ | 121/469 [00:12<00:35, 9.87it/s, v_num=9, loss/train=0.181, alignment/train=0.0898, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 26%|██▌ | 122/469 [00:12<00:35, 9.91it/s, v_num=9, loss/train=0.181, alignment/train=0.0898, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 26%|██▌ | 122/469 [00:12<00:35, 9.91it/s, v_num=9, loss/train=0.180, alignment/train=0.0871, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 26%|██▌ | 123/469 [00:12<00:34, 9.93it/s, v_num=9, loss/train=0.180, alignment/train=0.0871, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 26%|██▌ | 123/469 [00:12<00:34, 9.93it/s, v_num=9, loss/train=0.178, alignment/train=0.0698, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 26%|██▋ | 124/469 [00:12<00:34, 9.89it/s, v_num=9, loss/train=0.178, alignment/train=0.0698, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 26%|██▋ | 124/469 [00:12<00:34, 9.89it/s, v_num=9, loss/train=0.166, alignment/train=0.0748, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 27%|██▋ | 125/469 [00:12<00:34, 9.93it/s, v_num=9, loss/train=0.166, alignment/train=0.0748, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 27%|██▋ | 125/469 [00:12<00:34, 9.93it/s, v_num=9, loss/train=0.136, alignment/train=0.0732, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 27%|██▋ | 126/469 [00:12<00:34, 9.96it/s, v_num=9, loss/train=0.136, alignment/train=0.0732, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 27%|██▋ | 126/469 [00:12<00:34, 9.96it/s, v_num=9, loss/train=0.177, alignment/train=0.0908, uniformity/train=-3.58, contrastive_acc/train=0.988, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 27%|██▋ | 127/469 [00:12<00:34, 9.96it/s, v_num=9, loss/train=0.177, alignment/train=0.0908, uniformity/train=-3.58, contrastive_acc/train=0.988, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 27%|██▋ | 127/469 [00:12<00:34, 9.96it/s, v_num=9, loss/train=0.184, alignment/train=0.0818, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 27%|██▋ | 128/469 [00:12<00:34, 9.92it/s, v_num=9, loss/train=0.184, alignment/train=0.0818, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 27%|██▋ | 128/469 [00:12<00:34, 9.92it/s, v_num=9, loss/train=0.193, alignment/train=0.0892, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 28%|██▊ | 129/469 [00:12<00:34, 9.94it/s, v_num=9, loss/train=0.193, alignment/train=0.0892, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 28%|██▊ | 129/469 [00:12<00:34, 9.94it/s, v_num=9, loss/train=0.157, alignment/train=0.0802, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 28%|██▊ | 130/469 [00:13<00:34, 9.96it/s, v_num=9, loss/train=0.157, alignment/train=0.0802, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 28%|██▊ | 130/469 [00:13<00:34, 9.96it/s, v_num=9, loss/train=0.177, alignment/train=0.0798, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 28%|██▊ | 131/469 [00:13<00:33, 9.96it/s, v_num=9, loss/train=0.177, alignment/train=0.0798, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 28%|██▊ | 131/469 [00:13<00:33, 9.96it/s, v_num=9, loss/train=0.156, alignment/train=0.0691, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 28%|██▊ | 132/469 [00:13<00:33, 9.99it/s, v_num=9, loss/train=0.156, alignment/train=0.0691, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 28%|██▊ | 132/469 [00:13<00:33, 9.99it/s, v_num=9, loss/train=0.160, alignment/train=0.0777, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 28%|██▊ | 133/469 [00:13<00:33, 10.00it/s, v_num=9, loss/train=0.160, alignment/train=0.0777, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 28%|██▊ | 133/469 [00:13<00:33, 10.00it/s, v_num=9, loss/train=0.161, alignment/train=0.0684, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 29%|██▊ | 134/469 [00:13<00:33, 10.00it/s, v_num=9, loss/train=0.161, alignment/train=0.0684, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 29%|██▊ | 134/469 [00:13<00:33, 10.00it/s, v_num=9, loss/train=0.190, alignment/train=0.0809, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 29%|██▉ | 135/469 [00:13<00:33, 10.00it/s, v_num=9, loss/train=0.190, alignment/train=0.0809, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 29%|██▉ | 135/469 [00:13<00:33, 10.00it/s, v_num=9, loss/train=0.153, alignment/train=0.0797, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 29%|██▉ | 136/469 [00:13<00:33, 9.97it/s, v_num=9, loss/train=0.153, alignment/train=0.0797, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 29%|██▉ | 136/469 [00:13<00:33, 9.97it/s, v_num=9, loss/train=0.181, alignment/train=0.0864, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 29%|██▉ | 137/469 [00:13<00:33, 10.00it/s, v_num=9, loss/train=0.181, alignment/train=0.0864, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 29%|██▉ | 137/469 [00:13<00:33, 10.00it/s, v_num=9, loss/train=0.172, alignment/train=0.0871, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 29%|██▉ | 138/469 [00:13<00:33, 10.02it/s, v_num=9, loss/train=0.172, alignment/train=0.0871, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 29%|██▉ | 138/469 [00:13<00:33, 10.02it/s, v_num=9, loss/train=0.153, alignment/train=0.0738, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 30%|██▉ | 139/469 [00:13<00:33, 10.00it/s, v_num=9, loss/train=0.153, alignment/train=0.0738, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 30%|██▉ | 139/469 [00:13<00:33, 10.00it/s, v_num=9, loss/train=0.172, alignment/train=0.0761, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 30%|██▉ | 140/469 [00:13<00:32, 10.03it/s, v_num=9, loss/train=0.172, alignment/train=0.0761, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 30%|██▉ | 140/469 [00:13<00:32, 10.03it/s, v_num=9, loss/train=0.144, alignment/train=0.0781, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 30%|███ | 141/469 [00:14<00:32, 10.06it/s, v_num=9, loss/train=0.144, alignment/train=0.0781, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 30%|███ | 141/469 [00:14<00:32, 10.06it/s, v_num=9, loss/train=0.171, alignment/train=0.0832, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 30%|███ | 142/469 [00:14<00:32, 10.08it/s, v_num=9, loss/train=0.171, alignment/train=0.0832, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 30%|███ | 142/469 [00:14<00:32, 10.08it/s, v_num=9, loss/train=0.144, alignment/train=0.0782, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 30%|███ | 143/469 [00:14<00:32, 10.07it/s, v_num=9, loss/train=0.144, alignment/train=0.0782, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 30%|███ | 143/469 [00:14<00:32, 10.07it/s, v_num=9, loss/train=0.148, alignment/train=0.0802, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 31%|███ | 144/469 [00:14<00:32, 10.09it/s, v_num=9, loss/train=0.148, alignment/train=0.0802, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 31%|███ | 144/469 [00:14<00:32, 10.09it/s, v_num=9, loss/train=0.168, alignment/train=0.0713, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 31%|███ | 145/469 [00:14<00:32, 10.09it/s, v_num=9, loss/train=0.168, alignment/train=0.0713, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 31%|███ | 145/469 [00:14<00:32, 10.09it/s, v_num=9, loss/train=0.176, alignment/train=0.0788, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 31%|███ | 146/469 [00:14<00:32, 10.09it/s, v_num=9, loss/train=0.176, alignment/train=0.0788, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 31%|███ | 146/469 [00:14<00:32, 10.08it/s, v_num=9, loss/train=0.203, alignment/train=0.0758, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 31%|███▏ | 147/469 [00:14<00:31, 10.10it/s, v_num=9, loss/train=0.203, alignment/train=0.0758, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 31%|███▏ | 147/469 [00:14<00:31, 10.10it/s, v_num=9, loss/train=0.193, alignment/train=0.0818, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 32%|███▏ | 148/469 [00:14<00:31, 10.11it/s, v_num=9, loss/train=0.193, alignment/train=0.0818, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 32%|███▏ | 148/469 [00:14<00:31, 10.11it/s, v_num=9, loss/train=0.216, alignment/train=0.0967, uniformity/train=-3.56, contrastive_acc/train=0.984, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 32%|███▏ | 149/469 [00:14<00:31, 10.14it/s, v_num=9, loss/train=0.216, alignment/train=0.0967, uniformity/train=-3.56, contrastive_acc/train=0.984, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 32%|███▏ | 149/469 [00:14<00:31, 10.13it/s, v_num=9, loss/train=0.168, alignment/train=0.0792, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 32%|███▏ | 150/469 [00:14<00:31, 10.13it/s, v_num=9, loss/train=0.168, alignment/train=0.0792, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 32%|███▏ | 150/469 [00:14<00:31, 10.13it/s, v_num=9, loss/train=0.160, alignment/train=0.0917, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 32%|███▏ | 151/469 [00:14<00:31, 10.16it/s, v_num=9, loss/train=0.160, alignment/train=0.0917, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 32%|███▏ | 151/469 [00:14<00:31, 10.16it/s, v_num=9, loss/train=0.149, alignment/train=0.0684, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 32%|███▏ | 152/469 [00:14<00:31, 10.15it/s, v_num=9, loss/train=0.149, alignment/train=0.0684, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 32%|███▏ | 152/469 [00:14<00:31, 10.15it/s, v_num=9, loss/train=0.135, alignment/train=0.0712, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 33%|███▎ | 153/469 [00:15<00:31, 10.15it/s, v_num=9, loss/train=0.135, alignment/train=0.0712, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 33%|███▎ | 153/469 [00:15<00:31, 10.15it/s, v_num=9, loss/train=0.162, alignment/train=0.0733, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 33%|███▎ | 154/469 [00:15<00:30, 10.16it/s, v_num=9, loss/train=0.162, alignment/train=0.0733, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 33%|███▎ | 154/469 [00:15<00:30, 10.16it/s, v_num=9, loss/train=0.169, alignment/train=0.0658, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 33%|███▎ | 155/469 [00:15<00:30, 10.16it/s, v_num=9, loss/train=0.169, alignment/train=0.0658, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 33%|███▎ | 155/469 [00:15<00:30, 10.16it/s, v_num=9, loss/train=0.155, alignment/train=0.0809, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 33%|███▎ | 156/469 [00:15<00:30, 10.18it/s, v_num=9, loss/train=0.155, alignment/train=0.0809, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 33%|███▎ | 156/469 [00:15<00:30, 10.18it/s, v_num=9, loss/train=0.169, alignment/train=0.0847, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 33%|███▎ | 157/469 [00:15<00:30, 10.17it/s, v_num=9, loss/train=0.169, alignment/train=0.0847, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 33%|███▎ | 157/469 [00:15<00:30, 10.17it/s, v_num=9, loss/train=0.172, alignment/train=0.075, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 34%|███▎ | 158/469 [00:15<00:30, 10.17it/s, v_num=9, loss/train=0.172, alignment/train=0.075, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 34%|███▎ | 158/469 [00:15<00:30, 10.17it/s, v_num=9, loss/train=0.170, alignment/train=0.0758, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 34%|███▍ | 159/469 [00:15<00:30, 10.17it/s, v_num=9, loss/train=0.170, alignment/train=0.0758, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 34%|███▍ | 159/469 [00:15<00:30, 10.17it/s, v_num=9, loss/train=0.149, alignment/train=0.0683, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 34%|███▍ | 160/469 [00:15<00:30, 10.20it/s, v_num=9, loss/train=0.149, alignment/train=0.0683, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 34%|███▍ | 160/469 [00:15<00:30, 10.20it/s, v_num=9, loss/train=0.155, alignment/train=0.0795, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 34%|███▍ | 161/469 [00:15<00:30, 10.22it/s, v_num=9, loss/train=0.155, alignment/train=0.0795, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 34%|███▍ | 161/469 [00:15<00:30, 10.22it/s, v_num=9, loss/train=0.149, alignment/train=0.0754, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 35%|███▍ | 162/469 [00:15<00:30, 10.23it/s, v_num=9, loss/train=0.149, alignment/train=0.0754, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 35%|███▍ | 162/469 [00:15<00:30, 10.23it/s, v_num=9, loss/train=0.165, alignment/train=0.075, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 35%|███▍ | 163/469 [00:15<00:29, 10.22it/s, v_num=9, loss/train=0.165, alignment/train=0.075, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 35%|███▍ | 163/469 [00:15<00:29, 10.22it/s, v_num=9, loss/train=0.170, alignment/train=0.0882, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 35%|███▍ | 164/469 [00:16<00:29, 10.24it/s, v_num=9, loss/train=0.170, alignment/train=0.0882, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 35%|███▍ | 164/469 [00:16<00:29, 10.24it/s, v_num=9, loss/train=0.218, alignment/train=0.0945, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 35%|███▌ | 165/469 [00:16<00:29, 10.26it/s, v_num=9, loss/train=0.218, alignment/train=0.0945, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 35%|███▌ | 165/469 [00:16<00:29, 10.26it/s, v_num=9, loss/train=0.156, alignment/train=0.0818, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 35%|███▌ | 166/469 [00:16<00:29, 10.28it/s, v_num=9, loss/train=0.156, alignment/train=0.0818, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 35%|███▌ | 166/469 [00:16<00:29, 10.28it/s, v_num=9, loss/train=0.161, alignment/train=0.0801, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 36%|███▌ | 167/469 [00:16<00:29, 10.26it/s, v_num=9, loss/train=0.161, alignment/train=0.0801, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 36%|███▌ | 167/469 [00:16<00:29, 10.26it/s, v_num=9, loss/train=0.252, alignment/train=0.097, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 36%|███▌ | 168/469 [00:16<00:29, 10.25it/s, v_num=9, loss/train=0.252, alignment/train=0.097, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 36%|███▌ | 168/469 [00:16<00:29, 10.25it/s, v_num=9, loss/train=0.181, alignment/train=0.0804, uniformity/train=-3.56, contrastive_acc/train=0.988, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 36%|███▌ | 169/469 [00:16<00:29, 10.22it/s, v_num=9, loss/train=0.181, alignment/train=0.0804, uniformity/train=-3.56, contrastive_acc/train=0.988, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 36%|███▌ | 169/469 [00:16<00:29, 10.22it/s, v_num=9, loss/train=0.149, alignment/train=0.0812, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 36%|███▌ | 170/469 [00:16<00:29, 10.23it/s, v_num=9, loss/train=0.149, alignment/train=0.0812, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 36%|███▌ | 170/469 [00:16<00:29, 10.23it/s, v_num=9, loss/train=0.144, alignment/train=0.0713, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 36%|███▋ | 171/469 [00:16<00:29, 10.25it/s, v_num=9, loss/train=0.144, alignment/train=0.0713, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 36%|███▋ | 171/469 [00:16<00:29, 10.25it/s, v_num=9, loss/train=0.154, alignment/train=0.0694, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 37%|███▋ | 172/469 [00:16<00:29, 10.24it/s, v_num=9, loss/train=0.154, alignment/train=0.0694, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 37%|███▋ | 172/469 [00:16<00:29, 10.24it/s, v_num=9, loss/train=0.196, alignment/train=0.0878, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 37%|███▋ | 173/469 [00:16<00:28, 10.27it/s, v_num=9, loss/train=0.196, alignment/train=0.0878, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 37%|███▋ | 173/469 [00:16<00:28, 10.27it/s, v_num=9, loss/train=0.180, alignment/train=0.0825, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 37%|███▋ | 174/469 [00:16<00:28, 10.26it/s, v_num=9, loss/train=0.180, alignment/train=0.0825, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 37%|███▋ | 174/469 [00:16<00:28, 10.26it/s, v_num=9, loss/train=0.154, alignment/train=0.0875, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 37%|███▋ | 175/469 [00:17<00:28, 10.29it/s, v_num=9, loss/train=0.154, alignment/train=0.0875, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 37%|███▋ | 175/469 [00:17<00:28, 10.29it/s, v_num=9, loss/train=0.149, alignment/train=0.0767, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 38%|███▊ | 176/469 [00:17<00:28, 10.26it/s, v_num=9, loss/train=0.149, alignment/train=0.0767, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 38%|███▊ | 176/469 [00:17<00:28, 10.26it/s, v_num=9, loss/train=0.180, alignment/train=0.0808, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 38%|███▊ | 177/469 [00:17<00:28, 10.28it/s, v_num=9, loss/train=0.180, alignment/train=0.0808, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 38%|███▊ | 177/469 [00:17<00:28, 10.28it/s, v_num=9, loss/train=0.159, alignment/train=0.078, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 38%|███▊ | 178/469 [00:17<00:28, 10.28it/s, v_num=9, loss/train=0.159, alignment/train=0.078, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 38%|███▊ | 178/469 [00:17<00:28, 10.28it/s, v_num=9, loss/train=0.161, alignment/train=0.071, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 38%|███▊ | 179/469 [00:17<00:28, 10.30it/s, v_num=9, loss/train=0.161, alignment/train=0.071, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 38%|███▊ | 179/469 [00:17<00:28, 10.30it/s, v_num=9, loss/train=0.154, alignment/train=0.0743, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 38%|███▊ | 180/469 [00:17<00:28, 10.32it/s, v_num=9, loss/train=0.154, alignment/train=0.0743, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 38%|███▊ | 180/469 [00:17<00:28, 10.32it/s, v_num=9, loss/train=0.175, alignment/train=0.0812, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 39%|███▊ | 181/469 [00:17<00:27, 10.31it/s, v_num=9, loss/train=0.175, alignment/train=0.0812, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 39%|███▊ | 181/469 [00:17<00:27, 10.30it/s, v_num=9, loss/train=0.161, alignment/train=0.083, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 39%|███▉ | 182/469 [00:17<00:27, 10.30it/s, v_num=9, loss/train=0.161, alignment/train=0.083, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 39%|███▉ | 182/469 [00:17<00:27, 10.30it/s, v_num=9, loss/train=0.170, alignment/train=0.0696, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 39%|███▉ | 183/469 [00:17<00:27, 10.30it/s, v_num=9, loss/train=0.170, alignment/train=0.0696, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 39%|███▉ | 183/469 [00:17<00:27, 10.30it/s, v_num=9, loss/train=0.187, alignment/train=0.0742, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 39%|███▉ | 184/469 [00:17<00:27, 10.32it/s, v_num=9, loss/train=0.187, alignment/train=0.0742, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 39%|███▉ | 184/469 [00:17<00:27, 10.32it/s, v_num=9, loss/train=0.166, alignment/train=0.0786, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 39%|███▉ | 185/469 [00:17<00:27, 10.29it/s, v_num=9, loss/train=0.166, alignment/train=0.0786, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 39%|███▉ | 185/469 [00:17<00:27, 10.29it/s, v_num=9, loss/train=0.170, alignment/train=0.0814, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 40%|███▉ | 186/469 [00:18<00:27, 10.32it/s, v_num=9, loss/train=0.170, alignment/train=0.0814, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 40%|███▉ | 186/469 [00:18<00:27, 10.32it/s, v_num=9, loss/train=0.181, alignment/train=0.0781, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 40%|███▉ | 187/469 [00:18<00:27, 10.34it/s, v_num=9, loss/train=0.181, alignment/train=0.0781, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 40%|███▉ | 187/469 [00:18<00:27, 10.34it/s, v_num=9, loss/train=0.156, alignment/train=0.0727, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 40%|████ | 188/469 [00:18<00:27, 10.33it/s, v_num=9, loss/train=0.156, alignment/train=0.0727, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 40%|████ | 188/469 [00:18<00:27, 10.33it/s, v_num=9, loss/train=0.172, alignment/train=0.0748, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 40%|████ | 189/469 [00:18<00:27, 10.32it/s, v_num=9, loss/train=0.172, alignment/train=0.0748, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 40%|████ | 189/469 [00:18<00:27, 10.32it/s, v_num=9, loss/train=0.184, alignment/train=0.0754, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 41%|████ | 190/469 [00:18<00:26, 10.34it/s, v_num=9, loss/train=0.184, alignment/train=0.0754, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 41%|████ | 190/469 [00:18<00:26, 10.34it/s, v_num=9, loss/train=0.155, alignment/train=0.0859, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 41%|████ | 191/469 [00:18<00:26, 10.37it/s, v_num=9, loss/train=0.155, alignment/train=0.0859, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 41%|████ | 191/469 [00:18<00:26, 10.37it/s, v_num=9, loss/train=0.142, alignment/train=0.0716, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 41%|████ | 192/469 [00:18<00:26, 10.36it/s, v_num=9, loss/train=0.142, alignment/train=0.0716, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 41%|████ | 192/469 [00:18<00:26, 10.36it/s, v_num=9, loss/train=0.145, alignment/train=0.0673, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 41%|████ | 193/469 [00:18<00:26, 10.34it/s, v_num=9, loss/train=0.145, alignment/train=0.0673, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 41%|████ | 193/469 [00:18<00:26, 10.34it/s, v_num=9, loss/train=0.154, alignment/train=0.0792, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 41%|████▏ | 194/469 [00:18<00:26, 10.33it/s, v_num=9, loss/train=0.154, alignment/train=0.0792, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 41%|████▏ | 194/469 [00:18<00:26, 10.33it/s, v_num=9, loss/train=0.187, alignment/train=0.0824, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 42%|████▏ | 195/469 [00:18<00:26, 10.35it/s, v_num=9, loss/train=0.187, alignment/train=0.0824, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 42%|████▏ | 195/469 [00:18<00:26, 10.35it/s, v_num=9, loss/train=0.169, alignment/train=0.070, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 42%|████▏ | 196/469 [00:18<00:26, 10.37it/s, v_num=9, loss/train=0.169, alignment/train=0.070, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 42%|████▏ | 196/469 [00:18<00:26, 10.37it/s, v_num=9, loss/train=0.194, alignment/train=0.0845, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 42%|████▏ | 197/469 [00:18<00:26, 10.37it/s, v_num=9, loss/train=0.194, alignment/train=0.0845, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 42%|████▏ | 197/469 [00:18<00:26, 10.37it/s, v_num=9, loss/train=0.157, alignment/train=0.0816, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 42%|████▏ | 198/469 [00:19<00:26, 10.37it/s, v_num=9, loss/train=0.157, alignment/train=0.0816, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 42%|████▏ | 198/469 [00:19<00:26, 10.37it/s, v_num=9, loss/train=0.176, alignment/train=0.0757, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 42%|████▏ | 199/469 [00:19<00:25, 10.39it/s, v_num=9, loss/train=0.176, alignment/train=0.0757, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 42%|████▏ | 199/469 [00:19<00:25, 10.39it/s, v_num=9, loss/train=0.176, alignment/train=0.0767, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 43%|████▎ | 200/469 [00:19<00:25, 10.40it/s, v_num=9, loss/train=0.176, alignment/train=0.0767, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 43%|████▎ | 200/469 [00:19<00:25, 10.40it/s, v_num=9, loss/train=0.176, alignment/train=0.0903, uniformity/train=-3.58, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 43%|████▎ | 201/469 [00:19<00:25, 10.42it/s, v_num=9, loss/train=0.176, alignment/train=0.0903, uniformity/train=-3.58, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 43%|████▎ | 201/469 [00:19<00:25, 10.42it/s, v_num=9, loss/train=0.146, alignment/train=0.0818, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 43%|████▎ | 202/469 [00:19<00:25, 10.44it/s, v_num=9, loss/train=0.146, alignment/train=0.0818, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 43%|████▎ | 202/469 [00:19<00:25, 10.44it/s, v_num=9, loss/train=0.155, alignment/train=0.0773, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 43%|████▎ | 203/469 [00:19<00:25, 10.40it/s, v_num=9, loss/train=0.155, alignment/train=0.0773, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 43%|████▎ | 203/469 [00:19<00:25, 10.40it/s, v_num=9, loss/train=0.162, alignment/train=0.0752, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 43%|████▎ | 204/469 [00:19<00:25, 10.37it/s, v_num=9, loss/train=0.162, alignment/train=0.0752, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 43%|████▎ | 204/469 [00:19<00:25, 10.37it/s, v_num=9, loss/train=0.153, alignment/train=0.0776, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 44%|████▎ | 205/469 [00:19<00:25, 10.39it/s, v_num=9, loss/train=0.153, alignment/train=0.0776, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 44%|████▎ | 205/469 [00:19<00:25, 10.39it/s, v_num=9, loss/train=0.145, alignment/train=0.0828, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 44%|████▍ | 206/469 [00:19<00:25, 10.40it/s, v_num=9, loss/train=0.145, alignment/train=0.0828, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 44%|████▍ | 206/469 [00:19<00:25, 10.40it/s, v_num=9, loss/train=0.167, alignment/train=0.0826, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 44%|████▍ | 207/469 [00:19<00:25, 10.42it/s, v_num=9, loss/train=0.167, alignment/train=0.0826, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 44%|████▍ | 207/469 [00:19<00:25, 10.42it/s, v_num=9, loss/train=0.162, alignment/train=0.0731, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 44%|████▍ | 208/469 [00:19<00:25, 10.42it/s, v_num=9, loss/train=0.162, alignment/train=0.0731, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 44%|████▍ | 208/469 [00:19<00:25, 10.42it/s, v_num=9, loss/train=0.177, alignment/train=0.0809, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 45%|████▍ | 209/469 [00:20<00:24, 10.41it/s, v_num=9, loss/train=0.177, alignment/train=0.0809, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 45%|████▍ | 209/469 [00:20<00:24, 10.40it/s, v_num=9, loss/train=0.216, alignment/train=0.0806, uniformity/train=-3.53, contrastive_acc/train=0.988, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 45%|████▍ | 210/469 [00:20<00:24, 10.42it/s, v_num=9, loss/train=0.216, alignment/train=0.0806, uniformity/train=-3.53, contrastive_acc/train=0.988, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 45%|████▍ | 210/469 [00:20<00:24, 10.42it/s, v_num=9, loss/train=0.148, alignment/train=0.0737, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 45%|████▍ | 211/469 [00:20<00:24, 10.44it/s, v_num=9, loss/train=0.148, alignment/train=0.0737, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 45%|████▍ | 211/469 [00:20<00:24, 10.44it/s, v_num=9, loss/train=0.136, alignment/train=0.0652, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 45%|████▌ | 212/469 [00:20<00:24, 10.45it/s, v_num=9, loss/train=0.136, alignment/train=0.0652, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 45%|████▌ | 212/469 [00:20<00:24, 10.45it/s, v_num=9, loss/train=0.162, alignment/train=0.083, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 45%|████▌ | 213/469 [00:20<00:24, 10.41it/s, v_num=9, loss/train=0.162, alignment/train=0.083, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 45%|████▌ | 213/469 [00:20<00:24, 10.41it/s, v_num=9, loss/train=0.183, alignment/train=0.0804, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 46%|████▌ | 214/469 [00:20<00:24, 10.41it/s, v_num=9, loss/train=0.183, alignment/train=0.0804, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 46%|████▌ | 214/469 [00:20<00:24, 10.41it/s, v_num=9, loss/train=0.204, alignment/train=0.0795, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 46%|████▌ | 215/469 [00:20<00:24, 10.43it/s, v_num=9, loss/train=0.204, alignment/train=0.0795, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 46%|████▌ | 215/469 [00:20<00:24, 10.43it/s, v_num=9, loss/train=0.170, alignment/train=0.0825, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 46%|████▌ | 216/469 [00:20<00:24, 10.44it/s, v_num=9, loss/train=0.170, alignment/train=0.0825, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 46%|████▌ | 216/469 [00:20<00:24, 10.44it/s, v_num=9, loss/train=0.171, alignment/train=0.0719, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 46%|████▋ | 217/469 [00:20<00:24, 10.44it/s, v_num=9, loss/train=0.171, alignment/train=0.0719, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 46%|████▋ | 217/469 [00:20<00:24, 10.44it/s, v_num=9, loss/train=0.209, alignment/train=0.0896, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 46%|████▋ | 218/469 [00:20<00:24, 10.44it/s, v_num=9, loss/train=0.209, alignment/train=0.0896, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 46%|████▋ | 218/469 [00:20<00:24, 10.44it/s, v_num=9, loss/train=0.157, alignment/train=0.0696, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 47%|████▋ | 219/469 [00:20<00:23, 10.44it/s, v_num=9, loss/train=0.157, alignment/train=0.0696, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 47%|████▋ | 219/469 [00:20<00:23, 10.44it/s, v_num=9, loss/train=0.147, alignment/train=0.0745, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 47%|████▋ | 220/469 [00:21<00:23, 10.46it/s, v_num=9, loss/train=0.147, alignment/train=0.0745, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 47%|████▋ | 220/469 [00:21<00:23, 10.46it/s, v_num=9, loss/train=0.171, alignment/train=0.0806, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 47%|████▋ | 221/469 [00:21<00:23, 10.46it/s, v_num=9, loss/train=0.171, alignment/train=0.0806, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 47%|████▋ | 221/469 [00:21<00:23, 10.46it/s, v_num=9, loss/train=0.198, alignment/train=0.0758, uniformity/train=-3.54, contrastive_acc/train=0.988, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 47%|████▋ | 222/469 [00:21<00:23, 10.46it/s, v_num=9, loss/train=0.198, alignment/train=0.0758, uniformity/train=-3.54, contrastive_acc/train=0.988, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 47%|████▋ | 222/469 [00:21<00:23, 10.46it/s, v_num=9, loss/train=0.177, alignment/train=0.0794, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 48%|████▊ | 223/469 [00:21<00:23, 10.43it/s, v_num=9, loss/train=0.177, alignment/train=0.0794, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 48%|████▊ | 223/469 [00:21<00:23, 10.43it/s, v_num=9, loss/train=0.164, alignment/train=0.0846, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 48%|████▊ | 224/469 [00:21<00:23, 10.45it/s, v_num=9, loss/train=0.164, alignment/train=0.0846, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 48%|████▊ | 224/469 [00:21<00:23, 10.45it/s, v_num=9, loss/train=0.181, alignment/train=0.0834, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 48%|████▊ | 225/469 [00:21<00:23, 10.46it/s, v_num=9, loss/train=0.181, alignment/train=0.0834, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 48%|████▊ | 225/469 [00:21<00:23, 10.46it/s, v_num=9, loss/train=0.148, alignment/train=0.081, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 48%|████▊ | 226/469 [00:21<00:23, 10.46it/s, v_num=9, loss/train=0.148, alignment/train=0.081, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 48%|████▊ | 226/469 [00:21<00:23, 10.46it/s, v_num=9, loss/train=0.155, alignment/train=0.0791, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 48%|████▊ | 227/469 [00:21<00:23, 10.48it/s, v_num=9, loss/train=0.155, alignment/train=0.0791, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 48%|████▊ | 227/469 [00:21<00:23, 10.48it/s, v_num=9, loss/train=0.195, alignment/train=0.0814, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 49%|████▊ | 228/469 [00:21<00:22, 10.50it/s, v_num=9, loss/train=0.195, alignment/train=0.0814, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 49%|████▊ | 228/469 [00:21<00:22, 10.50it/s, v_num=9, loss/train=0.203, alignment/train=0.0794, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 49%|████▉ | 229/469 [00:21<00:22, 10.47it/s, v_num=9, loss/train=0.203, alignment/train=0.0794, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 49%|████▉ | 229/469 [00:21<00:22, 10.47it/s, v_num=9, loss/train=0.179, alignment/train=0.0785, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 49%|████▉ | 230/469 [00:21<00:22, 10.47it/s, v_num=9, loss/train=0.179, alignment/train=0.0785, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 49%|████▉ | 230/469 [00:21<00:22, 10.47it/s, v_num=9, loss/train=0.176, alignment/train=0.0782, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 49%|████▉ | 231/469 [00:22<00:22, 10.46it/s, v_num=9, loss/train=0.176, alignment/train=0.0782, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 49%|████▉ | 231/469 [00:22<00:22, 10.46it/s, v_num=9, loss/train=0.173, alignment/train=0.072, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 49%|████▉ | 232/469 [00:22<00:22, 10.48it/s, v_num=9, loss/train=0.173, alignment/train=0.072, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 49%|████▉ | 232/469 [00:22<00:22, 10.48it/s, v_num=9, loss/train=0.145, alignment/train=0.0775, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 50%|████▉ | 233/469 [00:22<00:22, 10.48it/s, v_num=9, loss/train=0.145, alignment/train=0.0775, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 50%|████▉ | 233/469 [00:22<00:22, 10.48it/s, v_num=9, loss/train=0.165, alignment/train=0.0794, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 50%|████▉ | 234/469 [00:22<00:22, 10.49it/s, v_num=9, loss/train=0.165, alignment/train=0.0794, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 50%|████▉ | 234/469 [00:22<00:22, 10.49it/s, v_num=9, loss/train=0.208, alignment/train=0.0868, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 50%|█████ | 235/469 [00:22<00:22, 10.50it/s, v_num=9, loss/train=0.208, alignment/train=0.0868, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 50%|█████ | 235/469 [00:22<00:22, 10.50it/s, v_num=9, loss/train=0.147, alignment/train=0.0703, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 50%|█████ | 236/469 [00:22<00:22, 10.51it/s, v_num=9, loss/train=0.147, alignment/train=0.0703, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 50%|█████ | 236/469 [00:22<00:22, 10.51it/s, v_num=9, loss/train=0.147, alignment/train=0.0628, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 51%|█████ | 237/469 [00:22<00:22, 10.52it/s, v_num=9, loss/train=0.147, alignment/train=0.0628, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 51%|█████ | 237/469 [00:22<00:22, 10.52it/s, v_num=9, loss/train=0.172, alignment/train=0.0701, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 51%|█████ | 238/469 [00:22<00:21, 10.51it/s, v_num=9, loss/train=0.172, alignment/train=0.0701, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 51%|█████ | 238/469 [00:22<00:21, 10.51it/s, v_num=9, loss/train=0.161, alignment/train=0.0852, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 51%|█████ | 239/469 [00:22<00:21, 10.50it/s, v_num=9, loss/train=0.161, alignment/train=0.0852, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 51%|█████ | 239/469 [00:22<00:21, 10.50it/s, v_num=9, loss/train=0.210, alignment/train=0.0915, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 51%|█████ | 240/469 [00:22<00:21, 10.52it/s, v_num=9, loss/train=0.210, alignment/train=0.0915, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 51%|█████ | 240/469 [00:22<00:21, 10.52it/s, v_num=9, loss/train=0.167, alignment/train=0.0709, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 51%|█████▏ | 241/469 [00:22<00:21, 10.51it/s, v_num=9, loss/train=0.167, alignment/train=0.0709, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 51%|█████▏ | 241/469 [00:22<00:21, 10.51it/s, v_num=9, loss/train=0.145, alignment/train=0.0716, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 52%|█████▏ | 242/469 [00:23<00:21, 10.51it/s, v_num=9, loss/train=0.145, alignment/train=0.0716, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 52%|█████▏ | 242/469 [00:23<00:21, 10.51it/s, v_num=9, loss/train=0.162, alignment/train=0.0816, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 52%|█████▏ | 243/469 [00:23<00:21, 10.52it/s, v_num=9, loss/train=0.162, alignment/train=0.0816, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 52%|█████▏ | 243/469 [00:23<00:21, 10.52it/s, v_num=9, loss/train=0.147, alignment/train=0.0767, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 52%|█████▏ | 244/469 [00:23<00:21, 10.52it/s, v_num=9, loss/train=0.147, alignment/train=0.0767, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 52%|█████▏ | 244/469 [00:23<00:21, 10.52it/s, v_num=9, loss/train=0.157, alignment/train=0.0769, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 52%|█████▏ | 245/469 [00:23<00:21, 10.52it/s, v_num=9, loss/train=0.157, alignment/train=0.0769, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 52%|█████▏ | 245/469 [00:23<00:21, 10.52it/s, v_num=9, loss/train=0.150, alignment/train=0.0733, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 52%|█████▏ | 246/469 [00:23<00:21, 10.54it/s, v_num=9, loss/train=0.150, alignment/train=0.0733, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 52%|█████▏ | 246/469 [00:23<00:21, 10.54it/s, v_num=9, loss/train=0.151, alignment/train=0.0807, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 53%|█████▎ | 247/469 [00:23<00:21, 10.52it/s, v_num=9, loss/train=0.151, alignment/train=0.0807, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 53%|█████▎ | 247/469 [00:23<00:21, 10.52it/s, v_num=9, loss/train=0.171, alignment/train=0.0783, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 53%|█████▎ | 248/469 [00:23<00:21, 10.51it/s, v_num=9, loss/train=0.171, alignment/train=0.0783, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 53%|█████▎ | 248/469 [00:23<00:21, 10.51it/s, v_num=9, loss/train=0.163, alignment/train=0.0831, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 53%|█████▎ | 249/469 [00:23<00:20, 10.52it/s, v_num=9, loss/train=0.163, alignment/train=0.0831, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 53%|█████▎ | 249/469 [00:23<00:20, 10.52it/s, v_num=9, loss/train=0.139, alignment/train=0.0715, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 53%|█████▎ | 250/469 [00:23<00:20, 10.54it/s, v_num=9, loss/train=0.139, alignment/train=0.0715, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 53%|█████▎ | 250/469 [00:23<00:20, 10.54it/s, v_num=9, loss/train=0.160, alignment/train=0.0749, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 54%|█████▎ | 251/469 [00:23<00:20, 10.55it/s, v_num=9, loss/train=0.160, alignment/train=0.0749, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 54%|█████▎ | 251/469 [00:23<00:20, 10.55it/s, v_num=9, loss/train=0.159, alignment/train=0.0703, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 54%|█████▎ | 252/469 [00:23<00:20, 10.54it/s, v_num=9, loss/train=0.159, alignment/train=0.0703, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 54%|█████▎ | 252/469 [00:23<00:20, 10.54it/s, v_num=9, loss/train=0.157, alignment/train=0.0698, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 54%|█████▍ | 253/469 [00:23<00:20, 10.56it/s, v_num=9, loss/train=0.157, alignment/train=0.0698, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 54%|█████▍ | 253/469 [00:23<00:20, 10.56it/s, v_num=9, loss/train=0.136, alignment/train=0.0782, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 54%|█████▍ | 254/469 [00:24<00:20, 10.57it/s, v_num=9, loss/train=0.136, alignment/train=0.0782, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 54%|█████▍ | 254/469 [00:24<00:20, 10.57it/s, v_num=9, loss/train=0.170, alignment/train=0.0844, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 54%|█████▍ | 255/469 [00:24<00:20, 10.55it/s, v_num=9, loss/train=0.170, alignment/train=0.0844, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 54%|█████▍ | 255/469 [00:24<00:20, 10.55it/s, v_num=9, loss/train=0.221, alignment/train=0.0954, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 55%|█████▍ | 256/469 [00:24<00:20, 10.54it/s, v_num=9, loss/train=0.221, alignment/train=0.0954, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 55%|█████▍ | 256/469 [00:24<00:20, 10.54it/s, v_num=9, loss/train=0.173, alignment/train=0.0804, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 55%|█████▍ | 257/469 [00:24<00:20, 10.56it/s, v_num=9, loss/train=0.173, alignment/train=0.0804, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 55%|█████▍ | 257/469 [00:24<00:20, 10.55it/s, v_num=9, loss/train=0.157, alignment/train=0.0762, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 55%|█████▌ | 258/469 [00:24<00:19, 10.56it/s, v_num=9, loss/train=0.157, alignment/train=0.0762, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 55%|█████▌ | 258/469 [00:24<00:19, 10.56it/s, v_num=9, loss/train=0.169, alignment/train=0.0907, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 55%|█████▌ | 259/469 [00:24<00:19, 10.57it/s, v_num=9, loss/train=0.169, alignment/train=0.0907, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 55%|█████▌ | 259/469 [00:24<00:19, 10.57it/s, v_num=9, loss/train=0.169, alignment/train=0.0763, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 55%|█████▌ | 260/469 [00:24<00:19, 10.57it/s, v_num=9, loss/train=0.169, alignment/train=0.0763, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 55%|█████▌ | 260/469 [00:24<00:19, 10.57it/s, v_num=9, loss/train=0.165, alignment/train=0.0824, uniformity/train=-3.58, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 56%|█████▌ | 261/469 [00:24<00:19, 10.55it/s, v_num=9, loss/train=0.165, alignment/train=0.0824, uniformity/train=-3.58, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 56%|█████▌ | 261/469 [00:24<00:19, 10.55it/s, v_num=9, loss/train=0.154, alignment/train=0.0812, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 56%|█████▌ | 262/469 [00:24<00:19, 10.57it/s, v_num=9, loss/train=0.154, alignment/train=0.0812, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 56%|█████▌ | 262/469 [00:24<00:19, 10.57it/s, v_num=9, loss/train=0.167, alignment/train=0.0854, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 56%|█████▌ | 263/469 [00:24<00:19, 10.57it/s, v_num=9, loss/train=0.167, alignment/train=0.0854, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 56%|█████▌ | 263/469 [00:24<00:19, 10.57it/s, v_num=9, loss/train=0.162, alignment/train=0.081, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 56%|█████▋ | 264/469 [00:24<00:19, 10.57it/s, v_num=9, loss/train=0.162, alignment/train=0.081, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 56%|█████▋ | 264/469 [00:24<00:19, 10.56it/s, v_num=9, loss/train=0.188, alignment/train=0.0881, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 57%|█████▋ | 265/469 [00:25<00:19, 10.58it/s, v_num=9, loss/train=0.188, alignment/train=0.0881, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 57%|█████▋ | 265/469 [00:25<00:19, 10.58it/s, v_num=9, loss/train=0.159, alignment/train=0.0738, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 57%|█████▋ | 266/469 [00:25<00:19, 10.57it/s, v_num=9, loss/train=0.159, alignment/train=0.0738, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 57%|█████▋ | 266/469 [00:25<00:19, 10.57it/s, v_num=9, loss/train=0.142, alignment/train=0.0741, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 57%|█████▋ | 267/469 [00:25<00:19, 10.57it/s, v_num=9, loss/train=0.142, alignment/train=0.0741, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 57%|█████▋ | 267/469 [00:25<00:19, 10.57it/s, v_num=9, loss/train=0.178, alignment/train=0.0845, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 57%|█████▋ | 268/469 [00:25<00:19, 10.56it/s, v_num=9, loss/train=0.178, alignment/train=0.0845, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 57%|█████▋ | 268/469 [00:25<00:19, 10.56it/s, v_num=9, loss/train=0.177, alignment/train=0.0837, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 57%|█████▋ | 269/469 [00:25<00:18, 10.57it/s, v_num=9, loss/train=0.177, alignment/train=0.0837, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 57%|█████▋ | 269/469 [00:25<00:18, 10.57it/s, v_num=9, loss/train=0.183, alignment/train=0.078, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 58%|█████▊ | 270/469 [00:25<00:18, 10.59it/s, v_num=9, loss/train=0.183, alignment/train=0.078, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 58%|█████▊ | 270/469 [00:25<00:18, 10.59it/s, v_num=9, loss/train=0.207, alignment/train=0.0787, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 58%|█████▊ | 271/469 [00:25<00:18, 10.60it/s, v_num=9, loss/train=0.207, alignment/train=0.0787, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 58%|█████▊ | 271/469 [00:25<00:18, 10.60it/s, v_num=9, loss/train=0.161, alignment/train=0.092, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 58%|█████▊ | 272/469 [00:25<00:18, 10.59it/s, v_num=9, loss/train=0.161, alignment/train=0.092, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 58%|█████▊ | 272/469 [00:25<00:18, 10.59it/s, v_num=9, loss/train=0.158, alignment/train=0.0696, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 58%|█████▊ | 273/469 [00:25<00:18, 10.59it/s, v_num=9, loss/train=0.158, alignment/train=0.0696, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 58%|█████▊ | 273/469 [00:25<00:18, 10.59it/s, v_num=9, loss/train=0.157, alignment/train=0.078, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 58%|█████▊ | 274/469 [00:25<00:18, 10.61it/s, v_num=9, loss/train=0.157, alignment/train=0.078, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 58%|█████▊ | 274/469 [00:25<00:18, 10.61it/s, v_num=9, loss/train=0.165, alignment/train=0.079, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 59%|█████▊ | 275/469 [00:25<00:18, 10.61it/s, v_num=9, loss/train=0.165, alignment/train=0.079, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 59%|█████▊ | 275/469 [00:25<00:18, 10.61it/s, v_num=9, loss/train=0.151, alignment/train=0.0817, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 59%|█████▉ | 276/469 [00:26<00:18, 10.60it/s, v_num=9, loss/train=0.151, alignment/train=0.0817, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 59%|█████▉ | 276/469 [00:26<00:18, 10.60it/s, v_num=9, loss/train=0.155, alignment/train=0.0706, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 59%|█████▉ | 277/469 [00:26<00:18, 10.61it/s, v_num=9, loss/train=0.155, alignment/train=0.0706, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 59%|█████▉ | 277/469 [00:26<00:18, 10.61it/s, v_num=9, loss/train=0.171, alignment/train=0.0802, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 59%|█████▉ | 278/469 [00:26<00:17, 10.61it/s, v_num=9, loss/train=0.171, alignment/train=0.0802, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 59%|█████▉ | 278/469 [00:26<00:17, 10.61it/s, v_num=9, loss/train=0.154, alignment/train=0.0792, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 59%|█████▉ | 279/469 [00:26<00:17, 10.60it/s, v_num=9, loss/train=0.154, alignment/train=0.0792, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 59%|█████▉ | 279/469 [00:26<00:17, 10.60it/s, v_num=9, loss/train=0.164, alignment/train=0.0768, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 60%|█████▉ | 280/469 [00:26<00:17, 10.62it/s, v_num=9, loss/train=0.164, alignment/train=0.0768, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 60%|█████▉ | 280/469 [00:26<00:17, 10.62it/s, v_num=9, loss/train=0.171, alignment/train=0.0771, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 60%|█████▉ | 281/469 [00:26<00:17, 10.63it/s, v_num=9, loss/train=0.171, alignment/train=0.0771, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 60%|█████▉ | 281/469 [00:26<00:17, 10.63it/s, v_num=9, loss/train=0.154, alignment/train=0.0741, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 60%|██████ | 282/469 [00:26<00:17, 10.59it/s, v_num=9, loss/train=0.154, alignment/train=0.0741, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 60%|██████ | 282/469 [00:26<00:17, 10.59it/s, v_num=9, loss/train=0.168, alignment/train=0.0801, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 60%|██████ | 283/469 [00:26<00:17, 10.59it/s, v_num=9, loss/train=0.168, alignment/train=0.0801, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 60%|██████ | 283/469 [00:26<00:17, 10.59it/s, v_num=9, loss/train=0.171, alignment/train=0.0905, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 61%|██████ | 284/469 [00:26<00:17, 10.59it/s, v_num=9, loss/train=0.171, alignment/train=0.0905, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 61%|██████ | 284/469 [00:26<00:17, 10.59it/s, v_num=9, loss/train=0.172, alignment/train=0.0756, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 61%|██████ | 285/469 [00:26<00:17, 10.61it/s, v_num=9, loss/train=0.172, alignment/train=0.0756, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 61%|██████ | 285/469 [00:26<00:17, 10.61it/s, v_num=9, loss/train=0.178, alignment/train=0.0746, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 61%|██████ | 286/469 [00:26<00:17, 10.61it/s, v_num=9, loss/train=0.178, alignment/train=0.0746, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 61%|██████ | 286/469 [00:26<00:17, 10.61it/s, v_num=9, loss/train=0.195, alignment/train=0.078, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 61%|██████ | 287/469 [00:27<00:17, 10.61it/s, v_num=9, loss/train=0.195, alignment/train=0.078, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 61%|██████ | 287/469 [00:27<00:17, 10.61it/s, v_num=9, loss/train=0.188, alignment/train=0.0846, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 61%|██████▏ | 288/469 [00:27<00:17, 10.63it/s, v_num=9, loss/train=0.188, alignment/train=0.0846, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 61%|██████▏ | 288/469 [00:27<00:17, 10.63it/s, v_num=9, loss/train=0.168, alignment/train=0.0778, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 62%|██████▏ | 289/469 [00:27<00:16, 10.61it/s, v_num=9, loss/train=0.168, alignment/train=0.0778, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 62%|██████▏ | 289/469 [00:27<00:16, 10.61it/s, v_num=9, loss/train=0.185, alignment/train=0.0775, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 62%|██████▏ | 290/469 [00:27<00:16, 10.61it/s, v_num=9, loss/train=0.185, alignment/train=0.0775, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 62%|██████▏ | 290/469 [00:27<00:16, 10.61it/s, v_num=9, loss/train=0.193, alignment/train=0.0855, uniformity/train=-3.57, contrastive_acc/train=0.988, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 62%|██████▏ | 291/469 [00:27<00:16, 10.61it/s, v_num=9, loss/train=0.193, alignment/train=0.0855, uniformity/train=-3.57, contrastive_acc/train=0.988, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 62%|██████▏ | 291/469 [00:27<00:16, 10.61it/s, v_num=9, loss/train=0.152, alignment/train=0.0744, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 62%|██████▏ | 292/469 [00:27<00:16, 10.61it/s, v_num=9, loss/train=0.152, alignment/train=0.0744, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 62%|██████▏ | 292/469 [00:27<00:16, 10.61it/s, v_num=9, loss/train=0.163, alignment/train=0.0714, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 62%|██████▏ | 293/469 [00:27<00:16, 10.62it/s, v_num=9, loss/train=0.163, alignment/train=0.0714, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 62%|██████▏ | 293/469 [00:27<00:16, 10.62it/s, v_num=9, loss/train=0.137, alignment/train=0.081, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 63%|██████▎ | 294/469 [00:27<00:16, 10.63it/s, v_num=9, loss/train=0.137, alignment/train=0.081, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 63%|██████▎ | 294/469 [00:27<00:16, 10.63it/s, v_num=9, loss/train=0.199, alignment/train=0.0831, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 63%|██████▎ | 295/469 [00:27<00:16, 10.64it/s, v_num=9, loss/train=0.199, alignment/train=0.0831, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 63%|██████▎ | 295/469 [00:27<00:16, 10.64it/s, v_num=9, loss/train=0.174, alignment/train=0.0748, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 63%|██████▎ | 296/469 [00:27<00:16, 10.64it/s, v_num=9, loss/train=0.174, alignment/train=0.0748, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 63%|██████▎ | 296/469 [00:27<00:16, 10.64it/s, v_num=9, loss/train=0.149, alignment/train=0.0755, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 63%|██████▎ | 297/469 [00:27<00:16, 10.62it/s, v_num=9, loss/train=0.149, alignment/train=0.0755, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 63%|██████▎ | 297/469 [00:27<00:16, 10.62it/s, v_num=9, loss/train=0.180, alignment/train=0.0761, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 64%|██████▎ | 298/469 [00:28<00:16, 10.63it/s, v_num=9, loss/train=0.180, alignment/train=0.0761, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 64%|██████▎ | 298/469 [00:28<00:16, 10.63it/s, v_num=9, loss/train=0.175, alignment/train=0.077, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 64%|██████▍ | 299/469 [00:28<00:15, 10.65it/s, v_num=9, loss/train=0.175, alignment/train=0.077, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 64%|██████▍ | 299/469 [00:28<00:15, 10.65it/s, v_num=9, loss/train=0.199, alignment/train=0.0802, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 64%|██████▍ | 300/469 [00:28<00:15, 10.65it/s, v_num=9, loss/train=0.199, alignment/train=0.0802, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 64%|██████▍ | 300/469 [00:28<00:15, 10.64it/s, v_num=9, loss/train=0.174, alignment/train=0.0852, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 64%|██████▍ | 301/469 [00:28<00:15, 10.64it/s, v_num=9, loss/train=0.174, alignment/train=0.0852, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 64%|██████▍ | 301/469 [00:28<00:15, 10.64it/s, v_num=9, loss/train=0.195, alignment/train=0.0737, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 64%|██████▍ | 302/469 [00:28<00:15, 10.65it/s, v_num=9, loss/train=0.195, alignment/train=0.0737, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 64%|██████▍ | 302/469 [00:28<00:15, 10.65it/s, v_num=9, loss/train=0.179, alignment/train=0.0815, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 65%|██████▍ | 303/469 [00:28<00:15, 10.65it/s, v_num=9, loss/train=0.179, alignment/train=0.0815, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 65%|██████▍ | 303/469 [00:28<00:15, 10.65it/s, v_num=9, loss/train=0.188, alignment/train=0.0713, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 65%|██████▍ | 304/469 [00:28<00:15, 10.65it/s, v_num=9, loss/train=0.188, alignment/train=0.0713, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 65%|██████▍ | 304/469 [00:28<00:15, 10.65it/s, v_num=9, loss/train=0.156, alignment/train=0.0726, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 65%|██████▌ | 305/469 [00:28<00:15, 10.64it/s, v_num=9, loss/train=0.156, alignment/train=0.0726, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 65%|██████▌ | 305/469 [00:28<00:15, 10.64it/s, v_num=9, loss/train=0.158, alignment/train=0.0758, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 65%|██████▌ | 306/469 [00:28<00:15, 10.65it/s, v_num=9, loss/train=0.158, alignment/train=0.0758, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 65%|██████▌ | 306/469 [00:28<00:15, 10.65it/s, v_num=9, loss/train=0.196, alignment/train=0.0873, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 65%|██████▌ | 307/469 [00:28<00:15, 10.64it/s, v_num=9, loss/train=0.196, alignment/train=0.0873, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 65%|██████▌ | 307/469 [00:28<00:15, 10.64it/s, v_num=9, loss/train=0.186, alignment/train=0.0823, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 66%|██████▌ | 308/469 [00:28<00:15, 10.64it/s, v_num=9, loss/train=0.186, alignment/train=0.0823, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 66%|██████▌ | 308/469 [00:28<00:15, 10.64it/s, v_num=9, loss/train=0.151, alignment/train=0.0805, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 66%|██████▌ | 309/469 [00:29<00:15, 10.65it/s, v_num=9, loss/train=0.151, alignment/train=0.0805, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 66%|██████▌ | 309/469 [00:29<00:15, 10.65it/s, v_num=9, loss/train=0.155, alignment/train=0.0854, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 66%|██████▌ | 310/469 [00:29<00:14, 10.66it/s, v_num=9, loss/train=0.155, alignment/train=0.0854, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 66%|██████▌ | 310/469 [00:29<00:14, 10.66it/s, v_num=9, loss/train=0.161, alignment/train=0.0791, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 66%|██████▋ | 311/469 [00:29<00:14, 10.66it/s, v_num=9, loss/train=0.161, alignment/train=0.0791, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 66%|██████▋ | 311/469 [00:29<00:14, 10.66it/s, v_num=9, loss/train=0.184, alignment/train=0.0853, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 67%|██████▋ | 312/469 [00:29<00:14, 10.66it/s, v_num=9, loss/train=0.184, alignment/train=0.0853, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 67%|██████▋ | 312/469 [00:29<00:14, 10.66it/s, v_num=9, loss/train=0.162, alignment/train=0.0861, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 67%|██████▋ | 313/469 [00:29<00:14, 10.67it/s, v_num=9, loss/train=0.162, alignment/train=0.0861, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 67%|██████▋ | 313/469 [00:29<00:14, 10.67it/s, v_num=9, loss/train=0.159, alignment/train=0.0783, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 67%|██████▋ | 314/469 [00:29<00:14, 10.65it/s, v_num=9, loss/train=0.159, alignment/train=0.0783, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 67%|██████▋ | 314/469 [00:29<00:14, 10.65it/s, v_num=9, loss/train=0.159, alignment/train=0.0675, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 67%|██████▋ | 315/469 [00:29<00:14, 10.67it/s, v_num=9, loss/train=0.159, alignment/train=0.0675, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 67%|██████▋ | 315/469 [00:29<00:14, 10.67it/s, v_num=9, loss/train=0.190, alignment/train=0.0858, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 67%|██████▋ | 316/469 [00:29<00:14, 10.68it/s, v_num=9, loss/train=0.190, alignment/train=0.0858, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 67%|██████▋ | 316/469 [00:29<00:14, 10.68it/s, v_num=9, loss/train=0.175, alignment/train=0.0844, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 68%|██████▊ | 317/469 [00:29<00:14, 10.66it/s, v_num=9, loss/train=0.175, alignment/train=0.0844, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 68%|██████▊ | 317/469 [00:29<00:14, 10.66it/s, v_num=9, loss/train=0.182, alignment/train=0.0701, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 68%|██████▊ | 318/469 [00:29<00:14, 10.65it/s, v_num=9, loss/train=0.182, alignment/train=0.0701, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 68%|██████▊ | 318/469 [00:29<00:14, 10.65it/s, v_num=9, loss/train=0.176, alignment/train=0.0908, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 68%|██████▊ | 319/469 [00:29<00:14, 10.67it/s, v_num=9, loss/train=0.176, alignment/train=0.0908, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 68%|██████▊ | 319/469 [00:29<00:14, 10.67it/s, v_num=9, loss/train=0.169, alignment/train=0.0738, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 68%|██████▊ | 320/469 [00:29<00:13, 10.67it/s, v_num=9, loss/train=0.169, alignment/train=0.0738, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 68%|██████▊ | 320/469 [00:29<00:13, 10.67it/s, v_num=9, loss/train=0.188, alignment/train=0.0873, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 68%|██████▊ | 321/469 [00:30<00:13, 10.66it/s, v_num=9, loss/train=0.188, alignment/train=0.0873, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 68%|██████▊ | 321/469 [00:30<00:13, 10.66it/s, v_num=9, loss/train=0.162, alignment/train=0.0754, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 69%|██████▊ | 322/469 [00:30<00:13, 10.67it/s, v_num=9, loss/train=0.162, alignment/train=0.0754, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 69%|██████▊ | 322/469 [00:30<00:13, 10.67it/s, v_num=9, loss/train=0.187, alignment/train=0.0706, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 69%|██████▉ | 323/469 [00:30<00:13, 10.68it/s, v_num=9, loss/train=0.187, alignment/train=0.0706, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 69%|██████▉ | 323/469 [00:30<00:13, 10.68it/s, v_num=9, loss/train=0.163, alignment/train=0.0719, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 69%|██████▉ | 324/469 [00:30<00:13, 10.66it/s, v_num=9, loss/train=0.163, alignment/train=0.0719, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 69%|██████▉ | 324/469 [00:30<00:13, 10.66it/s, v_num=9, loss/train=0.162, alignment/train=0.0795, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 69%|██████▉ | 325/469 [00:30<00:13, 10.67it/s, v_num=9, loss/train=0.162, alignment/train=0.0795, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 69%|██████▉ | 325/469 [00:30<00:13, 10.67it/s, v_num=9, loss/train=0.162, alignment/train=0.0719, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 70%|██████▉ | 326/469 [00:30<00:13, 10.69it/s, v_num=9, loss/train=0.162, alignment/train=0.0719, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 70%|██████▉ | 326/469 [00:30<00:13, 10.69it/s, v_num=9, loss/train=0.188, alignment/train=0.0736, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 70%|██████▉ | 327/469 [00:30<00:13, 10.70it/s, v_num=9, loss/train=0.188, alignment/train=0.0736, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 70%|██████▉ | 327/469 [00:30<00:13, 10.70it/s, v_num=9, loss/train=0.181, alignment/train=0.0839, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 70%|██████▉ | 328/469 [00:30<00:13, 10.69it/s, v_num=9, loss/train=0.181, alignment/train=0.0839, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 70%|██████▉ | 328/469 [00:30<00:13, 10.69it/s, v_num=9, loss/train=0.169, alignment/train=0.0765, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 70%|███████ | 329/469 [00:30<00:13, 10.67it/s, v_num=9, loss/train=0.169, alignment/train=0.0765, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 70%|███████ | 329/469 [00:30<00:13, 10.67it/s, v_num=9, loss/train=0.205, alignment/train=0.0737, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 70%|███████ | 330/469 [00:30<00:13, 10.68it/s, v_num=9, loss/train=0.205, alignment/train=0.0737, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 70%|███████ | 330/469 [00:30<00:13, 10.68it/s, v_num=9, loss/train=0.143, alignment/train=0.0775, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 71%|███████ | 331/469 [00:30<00:12, 10.69it/s, v_num=9, loss/train=0.143, alignment/train=0.0775, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 71%|███████ | 331/469 [00:30<00:12, 10.69it/s, v_num=9, loss/train=0.167, alignment/train=0.0767, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 71%|███████ | 332/469 [00:31<00:12, 10.70it/s, v_num=9, loss/train=0.167, alignment/train=0.0767, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 71%|███████ | 332/469 [00:31<00:12, 10.70it/s, v_num=9, loss/train=0.170, alignment/train=0.0749, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 71%|███████ | 333/469 [00:31<00:12, 10.70it/s, v_num=9, loss/train=0.170, alignment/train=0.0749, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 71%|███████ | 333/469 [00:31<00:12, 10.70it/s, v_num=9, loss/train=0.143, alignment/train=0.0737, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 71%|███████ | 334/469 [00:31<00:12, 10.70it/s, v_num=9, loss/train=0.143, alignment/train=0.0737, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 71%|███████ | 334/469 [00:31<00:12, 10.70it/s, v_num=9, loss/train=0.167, alignment/train=0.0851, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 71%|███████▏ | 335/469 [00:31<00:12, 10.71it/s, v_num=9, loss/train=0.167, alignment/train=0.0851, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 71%|███████▏ | 335/469 [00:31<00:12, 10.71it/s, v_num=9, loss/train=0.134, alignment/train=0.0706, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 72%|███████▏ | 336/469 [00:31<00:12, 10.72it/s, v_num=9, loss/train=0.134, alignment/train=0.0706, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 72%|███████▏ | 336/469 [00:31<00:12, 10.72it/s, v_num=9, loss/train=0.158, alignment/train=0.0777, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 72%|███████▏ | 337/469 [00:31<00:12, 10.73it/s, v_num=9, loss/train=0.158, alignment/train=0.0777, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 72%|███████▏ | 337/469 [00:31<00:12, 10.73it/s, v_num=9, loss/train=0.166, alignment/train=0.0772, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 72%|███████▏ | 338/469 [00:31<00:12, 10.68it/s, v_num=9, loss/train=0.166, alignment/train=0.0772, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 72%|███████▏ | 338/469 [00:31<00:12, 10.68it/s, v_num=9, loss/train=0.161, alignment/train=0.072, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 72%|███████▏ | 339/469 [00:31<00:12, 10.69it/s, v_num=9, loss/train=0.161, alignment/train=0.072, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 72%|███████▏ | 339/469 [00:31<00:12, 10.69it/s, v_num=9, loss/train=0.156, alignment/train=0.0801, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 72%|███████▏ | 340/469 [00:31<00:12, 10.70it/s, v_num=9, loss/train=0.156, alignment/train=0.0801, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 72%|███████▏ | 340/469 [00:31<00:12, 10.70it/s, v_num=9, loss/train=0.175, alignment/train=0.0952, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 73%|███████▎ | 341/469 [00:31<00:11, 10.70it/s, v_num=9, loss/train=0.175, alignment/train=0.0952, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 73%|███████▎ | 341/469 [00:31<00:11, 10.70it/s, v_num=9, loss/train=0.188, alignment/train=0.0824, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 73%|███████▎ | 342/469 [00:31<00:11, 10.71it/s, v_num=9, loss/train=0.188, alignment/train=0.0824, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 73%|███████▎ | 342/469 [00:31<00:11, 10.71it/s, v_num=9, loss/train=0.199, alignment/train=0.0796, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 73%|███████▎ | 343/469 [00:32<00:11, 10.71it/s, v_num=9, loss/train=0.199, alignment/train=0.0796, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 73%|███████▎ | 343/469 [00:32<00:11, 10.71it/s, v_num=9, loss/train=0.173, alignment/train=0.0725, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 73%|███████▎ | 344/469 [00:32<00:11, 10.70it/s, v_num=9, loss/train=0.173, alignment/train=0.0725, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 73%|███████▎ | 344/469 [00:32<00:11, 10.70it/s, v_num=9, loss/train=0.151, alignment/train=0.0738, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 74%|███████▎ | 345/469 [00:32<00:11, 10.70it/s, v_num=9, loss/train=0.151, alignment/train=0.0738, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 74%|███████▎ | 345/469 [00:32<00:11, 10.70it/s, v_num=9, loss/train=0.177, alignment/train=0.0788, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 74%|███████▍ | 346/469 [00:32<00:11, 10.71it/s, v_num=9, loss/train=0.177, alignment/train=0.0788, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 74%|███████▍ | 346/469 [00:32<00:11, 10.71it/s, v_num=9, loss/train=0.150, alignment/train=0.0826, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 74%|███████▍ | 347/469 [00:32<00:11, 10.71it/s, v_num=9, loss/train=0.150, alignment/train=0.0826, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 74%|███████▍ | 347/469 [00:32<00:11, 10.71it/s, v_num=9, loss/train=0.127, alignment/train=0.0675, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 74%|███████▍ | 348/469 [00:32<00:11, 10.71it/s, v_num=9, loss/train=0.127, alignment/train=0.0675, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 74%|███████▍ | 348/469 [00:32<00:11, 10.71it/s, v_num=9, loss/train=0.180, alignment/train=0.0729, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 74%|███████▍ | 349/469 [00:32<00:11, 10.71it/s, v_num=9, loss/train=0.180, alignment/train=0.0729, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 74%|███████▍ | 349/469 [00:32<00:11, 10.71it/s, v_num=9, loss/train=0.136, alignment/train=0.0674, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 75%|███████▍ | 350/469 [00:32<00:11, 10.72it/s, v_num=9, loss/train=0.136, alignment/train=0.0674, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 75%|███████▍ | 350/469 [00:32<00:11, 10.72it/s, v_num=9, loss/train=0.185, alignment/train=0.0815, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 75%|███████▍ | 351/469 [00:32<00:10, 10.73it/s, v_num=9, loss/train=0.185, alignment/train=0.0815, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 75%|███████▍ | 351/469 [00:32<00:10, 10.73it/s, v_num=9, loss/train=0.174, alignment/train=0.0731, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 75%|███████▌ | 352/469 [00:32<00:10, 10.73it/s, v_num=9, loss/train=0.174, alignment/train=0.0731, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 75%|███████▌ | 352/469 [00:32<00:10, 10.73it/s, v_num=9, loss/train=0.171, alignment/train=0.0882, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 75%|███████▌ | 353/469 [00:32<00:10, 10.71it/s, v_num=9, loss/train=0.171, alignment/train=0.0882, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 75%|███████▌ | 353/469 [00:32<00:10, 10.71it/s, v_num=9, loss/train=0.202, alignment/train=0.0775, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 75%|███████▌ | 354/469 [00:33<00:10, 10.72it/s, v_num=9, loss/train=0.202, alignment/train=0.0775, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 75%|███████▌ | 354/469 [00:33<00:10, 10.72it/s, v_num=9, loss/train=0.160, alignment/train=0.0795, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 76%|███████▌ | 355/469 [00:33<00:10, 10.72it/s, v_num=9, loss/train=0.160, alignment/train=0.0795, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 76%|███████▌ | 355/469 [00:33<00:10, 10.72it/s, v_num=9, loss/train=0.169, alignment/train=0.0726, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 76%|███████▌ | 356/469 [00:33<00:10, 10.72it/s, v_num=9, loss/train=0.169, alignment/train=0.0726, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 76%|███████▌ | 356/469 [00:33<00:10, 10.72it/s, v_num=9, loss/train=0.172, alignment/train=0.071, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 76%|███████▌ | 357/469 [00:33<00:10, 10.73it/s, v_num=9, loss/train=0.172, alignment/train=0.071, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 76%|███████▌ | 357/469 [00:33<00:10, 10.73it/s, v_num=9, loss/train=0.174, alignment/train=0.0791, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 76%|███████▋ | 358/469 [00:33<00:10, 10.72it/s, v_num=9, loss/train=0.174, alignment/train=0.0791, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 76%|███████▋ | 358/469 [00:33<00:10, 10.72it/s, v_num=9, loss/train=0.133, alignment/train=0.0773, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 77%|███████▋ | 359/469 [00:33<00:10, 10.72it/s, v_num=9, loss/train=0.133, alignment/train=0.0773, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 77%|███████▋ | 359/469 [00:33<00:10, 10.72it/s, v_num=9, loss/train=0.173, alignment/train=0.0737, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 77%|███████▋ | 360/469 [00:33<00:10, 10.74it/s, v_num=9, loss/train=0.173, alignment/train=0.0737, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 77%|███████▋ | 360/469 [00:33<00:10, 10.74it/s, v_num=9, loss/train=0.198, alignment/train=0.0876, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 77%|███████▋ | 361/469 [00:33<00:10, 10.75it/s, v_num=9, loss/train=0.198, alignment/train=0.0876, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 77%|███████▋ | 361/469 [00:33<00:10, 10.75it/s, v_num=9, loss/train=0.154, alignment/train=0.0715, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 77%|███████▋ | 362/469 [00:33<00:09, 10.76it/s, v_num=9, loss/train=0.154, alignment/train=0.0715, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 77%|███████▋ | 362/469 [00:33<00:09, 10.76it/s, v_num=9, loss/train=0.168, alignment/train=0.0719, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 77%|███████▋ | 363/469 [00:33<00:09, 10.74it/s, v_num=9, loss/train=0.168, alignment/train=0.0719, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 77%|███████▋ | 363/469 [00:33<00:09, 10.74it/s, v_num=9, loss/train=0.172, alignment/train=0.0807, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 78%|███████▊ | 364/469 [00:33<00:09, 10.73it/s, v_num=9, loss/train=0.172, alignment/train=0.0807, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 78%|███████▊ | 364/469 [00:33<00:09, 10.73it/s, v_num=9, loss/train=0.189, alignment/train=0.0744, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 78%|███████▊ | 365/469 [00:33<00:09, 10.74it/s, v_num=9, loss/train=0.189, alignment/train=0.0744, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 78%|███████▊ | 365/469 [00:33<00:09, 10.74it/s, v_num=9, loss/train=0.162, alignment/train=0.0759, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 78%|███████▊ | 366/469 [00:34<00:09, 10.75it/s, v_num=9, loss/train=0.162, alignment/train=0.0759, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 78%|███████▊ | 366/469 [00:34<00:09, 10.75it/s, v_num=9, loss/train=0.197, alignment/train=0.0786, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 78%|███████▊ | 367/469 [00:34<00:09, 10.75it/s, v_num=9, loss/train=0.197, alignment/train=0.0786, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 78%|███████▊ | 367/469 [00:34<00:09, 10.75it/s, v_num=9, loss/train=0.173, alignment/train=0.0733, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 78%|███████▊ | 368/469 [00:34<00:09, 10.74it/s, v_num=9, loss/train=0.173, alignment/train=0.0733, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 78%|███████▊ | 368/469 [00:34<00:09, 10.74it/s, v_num=9, loss/train=0.143, alignment/train=0.0741, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 79%|███████▊ | 369/469 [00:34<00:09, 10.74it/s, v_num=9, loss/train=0.143, alignment/train=0.0741, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 79%|███████▊ | 369/469 [00:34<00:09, 10.74it/s, v_num=9, loss/train=0.169, alignment/train=0.0743, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 79%|███████▉ | 370/469 [00:34<00:09, 10.75it/s, v_num=9, loss/train=0.169, alignment/train=0.0743, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 79%|███████▉ | 370/469 [00:34<00:09, 10.75it/s, v_num=9, loss/train=0.149, alignment/train=0.0768, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 79%|███████▉ | 371/469 [00:34<00:09, 10.75it/s, v_num=9, loss/train=0.149, alignment/train=0.0768, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 79%|███████▉ | 371/469 [00:34<00:09, 10.75it/s, v_num=9, loss/train=0.152, alignment/train=0.0722, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 79%|███████▉ | 372/469 [00:34<00:09, 10.75it/s, v_num=9, loss/train=0.152, alignment/train=0.0722, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 79%|███████▉ | 372/469 [00:34<00:09, 10.75it/s, v_num=9, loss/train=0.175, alignment/train=0.0873, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 80%|███████▉ | 373/469 [00:34<00:08, 10.75it/s, v_num=9, loss/train=0.175, alignment/train=0.0873, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 80%|███████▉ | 373/469 [00:34<00:08, 10.75it/s, v_num=9, loss/train=0.163, alignment/train=0.0671, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 80%|███████▉ | 374/469 [00:34<00:08, 10.75it/s, v_num=9, loss/train=0.163, alignment/train=0.0671, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 80%|███████▉ | 374/469 [00:34<00:08, 10.75it/s, v_num=9, loss/train=0.190, alignment/train=0.0822, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 80%|███████▉ | 375/469 [00:34<00:08, 10.76it/s, v_num=9, loss/train=0.190, alignment/train=0.0822, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 80%|███████▉ | 375/469 [00:34<00:08, 10.75it/s, v_num=9, loss/train=0.169, alignment/train=0.0906, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 80%|████████ | 376/469 [00:34<00:08, 10.76it/s, v_num=9, loss/train=0.169, alignment/train=0.0906, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 80%|████████ | 376/469 [00:34<00:08, 10.76it/s, v_num=9, loss/train=0.165, alignment/train=0.0781, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 80%|████████ | 377/469 [00:35<00:08, 10.76it/s, v_num=9, loss/train=0.165, alignment/train=0.0781, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 80%|████████ | 377/469 [00:35<00:08, 10.76it/s, v_num=9, loss/train=0.170, alignment/train=0.0689, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 81%|████████ | 378/469 [00:35<00:08, 10.76it/s, v_num=9, loss/train=0.170, alignment/train=0.0689, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 81%|████████ | 378/469 [00:35<00:08, 10.76it/s, v_num=9, loss/train=0.160, alignment/train=0.0669, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 81%|████████ | 379/469 [00:35<00:08, 10.77it/s, v_num=9, loss/train=0.160, alignment/train=0.0669, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 81%|████████ | 379/469 [00:35<00:08, 10.77it/s, v_num=9, loss/train=0.146, alignment/train=0.0705, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 81%|████████ | 380/469 [00:35<00:08, 10.77it/s, v_num=9, loss/train=0.146, alignment/train=0.0705, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 81%|████████ | 380/469 [00:35<00:08, 10.77it/s, v_num=9, loss/train=0.147, alignment/train=0.0667, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 81%|████████ | 381/469 [00:35<00:08, 10.75it/s, v_num=9, loss/train=0.147, alignment/train=0.0667, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 81%|████████ | 381/469 [00:35<00:08, 10.75it/s, v_num=9, loss/train=0.160, alignment/train=0.080, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 81%|████████▏ | 382/469 [00:35<00:08, 10.76it/s, v_num=9, loss/train=0.160, alignment/train=0.080, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 81%|████████▏ | 382/469 [00:35<00:08, 10.76it/s, v_num=9, loss/train=0.171, alignment/train=0.081, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 82%|████████▏ | 383/469 [00:35<00:07, 10.77it/s, v_num=9, loss/train=0.171, alignment/train=0.081, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 82%|████████▏ | 383/469 [00:35<00:07, 10.77it/s, v_num=9, loss/train=0.152, alignment/train=0.0789, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 82%|████████▏ | 384/469 [00:35<00:07, 10.78it/s, v_num=9, loss/train=0.152, alignment/train=0.0789, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 82%|████████▏ | 384/469 [00:35<00:07, 10.78it/s, v_num=9, loss/train=0.180, alignment/train=0.0918, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 82%|████████▏ | 385/469 [00:35<00:07, 10.77it/s, v_num=9, loss/train=0.180, alignment/train=0.0918, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 82%|████████▏ | 385/469 [00:35<00:07, 10.77it/s, v_num=9, loss/train=0.159, alignment/train=0.0686, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 82%|████████▏ | 386/469 [00:35<00:07, 10.77it/s, v_num=9, loss/train=0.159, alignment/train=0.0686, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 82%|████████▏ | 386/469 [00:35<00:07, 10.77it/s, v_num=9, loss/train=0.177, alignment/train=0.0842, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 83%|████████▎ | 387/469 [00:35<00:07, 10.78it/s, v_num=9, loss/train=0.177, alignment/train=0.0842, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 83%|████████▎ | 387/469 [00:35<00:07, 10.78it/s, v_num=9, loss/train=0.169, alignment/train=0.0693, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 83%|████████▎ | 388/469 [00:35<00:07, 10.79it/s, v_num=9, loss/train=0.169, alignment/train=0.0693, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 83%|████████▎ | 388/469 [00:35<00:07, 10.79it/s, v_num=9, loss/train=0.146, alignment/train=0.0822, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 83%|████████▎ | 389/469 [00:36<00:07, 10.80it/s, v_num=9, loss/train=0.146, alignment/train=0.0822, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 83%|████████▎ | 389/469 [00:36<00:07, 10.80it/s, v_num=9, loss/train=0.184, alignment/train=0.0808, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 83%|████████▎ | 390/469 [00:36<00:07, 10.77it/s, v_num=9, loss/train=0.184, alignment/train=0.0808, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 83%|████████▎ | 390/469 [00:36<00:07, 10.77it/s, v_num=9, loss/train=0.153, alignment/train=0.0727, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 83%|████████▎ | 391/469 [00:36<00:07, 10.78it/s, v_num=9, loss/train=0.153, alignment/train=0.0727, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 83%|████████▎ | 391/469 [00:36<00:07, 10.78it/s, v_num=9, loss/train=0.205, alignment/train=0.0836, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 84%|████████▎ | 392/469 [00:36<00:07, 10.77it/s, v_num=9, loss/train=0.205, alignment/train=0.0836, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 84%|████████▎ | 392/469 [00:36<00:07, 10.77it/s, v_num=9, loss/train=0.174, alignment/train=0.0818, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 84%|████████▍ | 393/469 [00:36<00:07, 10.77it/s, v_num=9, loss/train=0.174, alignment/train=0.0818, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 84%|████████▍ | 393/469 [00:36<00:07, 10.77it/s, v_num=9, loss/train=0.160, alignment/train=0.0818, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 84%|████████▍ | 394/469 [00:36<00:06, 10.78it/s, v_num=9, loss/train=0.160, alignment/train=0.0818, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 84%|████████▍ | 394/469 [00:36<00:06, 10.78it/s, v_num=9, loss/train=0.206, alignment/train=0.0842, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 84%|████████▍ | 395/469 [00:36<00:06, 10.78it/s, v_num=9, loss/train=0.206, alignment/train=0.0842, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 84%|████████▍ | 395/469 [00:36<00:06, 10.78it/s, v_num=9, loss/train=0.163, alignment/train=0.0796, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 84%|████████▍ | 396/469 [00:36<00:06, 10.79it/s, v_num=9, loss/train=0.163, alignment/train=0.0796, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 84%|████████▍ | 396/469 [00:36<00:06, 10.79it/s, v_num=9, loss/train=0.154, alignment/train=0.069, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 85%|████████▍ | 397/469 [00:36<00:06, 10.77it/s, v_num=9, loss/train=0.154, alignment/train=0.069, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 85%|████████▍ | 397/469 [00:36<00:06, 10.77it/s, v_num=9, loss/train=0.170, alignment/train=0.0749, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 85%|████████▍ | 398/469 [00:36<00:06, 10.78it/s, v_num=9, loss/train=0.170, alignment/train=0.0749, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 85%|████████▍ | 398/469 [00:36<00:06, 10.78it/s, v_num=9, loss/train=0.165, alignment/train=0.0805, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 85%|████████▌ | 399/469 [00:36<00:06, 10.79it/s, v_num=9, loss/train=0.165, alignment/train=0.0805, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 85%|████████▌ | 399/469 [00:36<00:06, 10.79it/s, v_num=9, loss/train=0.195, alignment/train=0.0898, uniformity/train=-3.56, contrastive_acc/train=0.988, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 85%|████████▌ | 400/469 [00:37<00:06, 10.79it/s, v_num=9, loss/train=0.195, alignment/train=0.0898, uniformity/train=-3.56, contrastive_acc/train=0.988, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 85%|████████▌ | 400/469 [00:37<00:06, 10.79it/s, v_num=9, loss/train=0.173, alignment/train=0.0859, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 86%|████████▌ | 401/469 [00:37<00:06, 10.79it/s, v_num=9, loss/train=0.173, alignment/train=0.0859, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 86%|████████▌ | 401/469 [00:37<00:06, 10.79it/s, v_num=9, loss/train=0.179, alignment/train=0.0762, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 86%|████████▌ | 402/469 [00:37<00:06, 10.79it/s, v_num=9, loss/train=0.179, alignment/train=0.0762, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 86%|████████▌ | 402/469 [00:37<00:06, 10.79it/s, v_num=9, loss/train=0.190, alignment/train=0.0856, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 86%|████████▌ | 403/469 [00:37<00:06, 10.80it/s, v_num=9, loss/train=0.190, alignment/train=0.0856, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 86%|████████▌ | 403/469 [00:37<00:06, 10.80it/s, v_num=9, loss/train=0.170, alignment/train=0.0819, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 86%|████████▌ | 404/469 [00:37<00:06, 10.81it/s, v_num=9, loss/train=0.170, alignment/train=0.0819, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 86%|████████▌ | 404/469 [00:37<00:06, 10.81it/s, v_num=9, loss/train=0.167, alignment/train=0.0714, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 86%|████████▋ | 405/469 [00:37<00:05, 10.81it/s, v_num=9, loss/train=0.167, alignment/train=0.0714, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 86%|████████▋ | 405/469 [00:37<00:05, 10.81it/s, v_num=9, loss/train=0.158, alignment/train=0.0865, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 87%|████████▋ | 406/469 [00:37<00:05, 10.79it/s, v_num=9, loss/train=0.158, alignment/train=0.0865, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 87%|████████▋ | 406/469 [00:37<00:05, 10.79it/s, v_num=9, loss/train=0.176, alignment/train=0.0745, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 87%|████████▋ | 407/469 [00:37<00:05, 10.80it/s, v_num=9, loss/train=0.176, alignment/train=0.0745, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 87%|████████▋ | 407/469 [00:37<00:05, 10.80it/s, v_num=9, loss/train=0.192, alignment/train=0.0799, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 87%|████████▋ | 408/469 [00:37<00:05, 10.81it/s, v_num=9, loss/train=0.192, alignment/train=0.0799, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 87%|████████▋ | 408/469 [00:37<00:05, 10.81it/s, v_num=9, loss/train=0.168, alignment/train=0.0607, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 87%|████████▋ | 409/469 [00:37<00:05, 10.80it/s, v_num=9, loss/train=0.168, alignment/train=0.0607, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 87%|████████▋ | 409/469 [00:37<00:05, 10.80it/s, v_num=9, loss/train=0.159, alignment/train=0.0682, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 87%|████████▋ | 410/469 [00:37<00:05, 10.80it/s, v_num=9, loss/train=0.159, alignment/train=0.0682, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 87%|████████▋ | 410/469 [00:37<00:05, 10.80it/s, v_num=9, loss/train=0.154, alignment/train=0.0777, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 88%|████████▊ | 411/469 [00:38<00:05, 10.81it/s, v_num=9, loss/train=0.154, alignment/train=0.0777, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 88%|████████▊ | 411/469 [00:38<00:05, 10.81it/s, v_num=9, loss/train=0.161, alignment/train=0.0673, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 88%|████████▊ | 412/469 [00:38<00:05, 10.81it/s, v_num=9, loss/train=0.161, alignment/train=0.0673, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 88%|████████▊ | 412/469 [00:38<00:05, 10.81it/s, v_num=9, loss/train=0.170, alignment/train=0.0806, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 88%|████████▊ | 413/469 [00:38<00:05, 10.82it/s, v_num=9, loss/train=0.170, alignment/train=0.0806, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 88%|████████▊ | 413/469 [00:38<00:05, 10.82it/s, v_num=9, loss/train=0.159, alignment/train=0.0735, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 88%|████████▊ | 414/469 [00:38<00:05, 10.81it/s, v_num=9, loss/train=0.159, alignment/train=0.0735, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 88%|████████▊ | 414/469 [00:38<00:05, 10.81it/s, v_num=9, loss/train=0.168, alignment/train=0.0803, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 88%|████████▊ | 415/469 [00:38<00:04, 10.81it/s, v_num=9, loss/train=0.168, alignment/train=0.0803, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 88%|████████▊ | 415/469 [00:38<00:04, 10.81it/s, v_num=9, loss/train=0.169, alignment/train=0.0765, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 89%|████████▊ | 416/469 [00:38<00:04, 10.82it/s, v_num=9, loss/train=0.169, alignment/train=0.0765, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 89%|████████▊ | 416/469 [00:38<00:04, 10.82it/s, v_num=9, loss/train=0.147, alignment/train=0.072, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 89%|████████▉ | 417/469 [00:38<00:04, 10.81it/s, v_num=9, loss/train=0.147, alignment/train=0.072, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 89%|████████▉ | 417/469 [00:38<00:04, 10.81it/s, v_num=9, loss/train=0.139, alignment/train=0.072, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 89%|████████▉ | 418/469 [00:38<00:04, 10.80it/s, v_num=9, loss/train=0.139, alignment/train=0.072, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 89%|████████▉ | 418/469 [00:38<00:04, 10.80it/s, v_num=9, loss/train=0.189, alignment/train=0.0778, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 89%|████████▉ | 419/469 [00:38<00:04, 10.81it/s, v_num=9, loss/train=0.189, alignment/train=0.0778, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 89%|████████▉ | 419/469 [00:38<00:04, 10.81it/s, v_num=9, loss/train=0.165, alignment/train=0.0896, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 90%|████████▉ | 420/469 [00:38<00:04, 10.82it/s, v_num=9, loss/train=0.165, alignment/train=0.0896, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 90%|████████▉ | 420/469 [00:38<00:04, 10.82it/s, v_num=9, loss/train=0.184, alignment/train=0.0761, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 90%|████████▉ | 421/469 [00:38<00:04, 10.82it/s, v_num=9, loss/train=0.184, alignment/train=0.0761, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 90%|████████▉ | 421/469 [00:38<00:04, 10.82it/s, v_num=9, loss/train=0.182, alignment/train=0.0773, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 90%|████████▉ | 422/469 [00:39<00:04, 10.82it/s, v_num=9, loss/train=0.182, alignment/train=0.0773, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 90%|████████▉ | 422/469 [00:39<00:04, 10.82it/s, v_num=9, loss/train=0.224, alignment/train=0.0913, uniformity/train=-3.54, contrastive_acc/train=0.988, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 90%|█████████ | 423/469 [00:39<00:04, 10.83it/s, v_num=9, loss/train=0.224, alignment/train=0.0913, uniformity/train=-3.54, contrastive_acc/train=0.988, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 90%|█████████ | 423/469 [00:39<00:04, 10.83it/s, v_num=9, loss/train=0.216, alignment/train=0.0854, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 90%|█████████ | 424/469 [00:39<00:04, 10.82it/s, v_num=9, loss/train=0.216, alignment/train=0.0854, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 90%|█████████ | 424/469 [00:39<00:04, 10.82it/s, v_num=9, loss/train=0.151, alignment/train=0.071, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 91%|█████████ | 425/469 [00:39<00:04, 10.83it/s, v_num=9, loss/train=0.151, alignment/train=0.071, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 91%|█████████ | 425/469 [00:39<00:04, 10.83it/s, v_num=9, loss/train=0.182, alignment/train=0.0925, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 91%|█████████ | 426/469 [00:39<00:03, 10.83it/s, v_num=9, loss/train=0.182, alignment/train=0.0925, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 91%|█████████ | 426/469 [00:39<00:03, 10.83it/s, v_num=9, loss/train=0.167, alignment/train=0.085, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 91%|█████████ | 427/469 [00:39<00:03, 10.83it/s, v_num=9, loss/train=0.167, alignment/train=0.085, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 91%|█████████ | 427/469 [00:39<00:03, 10.82it/s, v_num=9, loss/train=0.172, alignment/train=0.0704, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 91%|█████████▏| 428/469 [00:39<00:03, 10.82it/s, v_num=9, loss/train=0.172, alignment/train=0.0704, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 91%|█████████▏| 428/469 [00:39<00:03, 10.82it/s, v_num=9, loss/train=0.201, alignment/train=0.0847, uniformity/train=-3.55, contrastive_acc/train=0.984, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 91%|█████████▏| 429/469 [00:39<00:03, 10.83it/s, v_num=9, loss/train=0.201, alignment/train=0.0847, uniformity/train=-3.55, contrastive_acc/train=0.984, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 91%|█████████▏| 429/469 [00:39<00:03, 10.83it/s, v_num=9, loss/train=0.193, alignment/train=0.0876, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 92%|█████████▏| 430/469 [00:39<00:03, 10.84it/s, v_num=9, loss/train=0.193, alignment/train=0.0876, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 92%|█████████▏| 430/469 [00:39<00:03, 10.84it/s, v_num=9, loss/train=0.149, alignment/train=0.0705, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 92%|█████████▏| 431/469 [00:39<00:03, 10.83it/s, v_num=9, loss/train=0.149, alignment/train=0.0705, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 92%|█████████▏| 431/469 [00:39<00:03, 10.83it/s, v_num=9, loss/train=0.163, alignment/train=0.0749, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 92%|█████████▏| 432/469 [00:39<00:03, 10.84it/s, v_num=9, loss/train=0.163, alignment/train=0.0749, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 92%|█████████▏| 432/469 [00:39<00:03, 10.84it/s, v_num=9, loss/train=0.209, alignment/train=0.0782, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 92%|█████████▏| 433/469 [00:39<00:03, 10.85it/s, v_num=9, loss/train=0.209, alignment/train=0.0782, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 92%|█████████▏| 433/469 [00:39<00:03, 10.85it/s, v_num=9, loss/train=0.197, alignment/train=0.090, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 93%|█████████▎| 434/469 [00:39<00:03, 10.86it/s, v_num=9, loss/train=0.197, alignment/train=0.090, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 93%|█████████▎| 434/469 [00:39<00:03, 10.86it/s, v_num=9, loss/train=0.159, alignment/train=0.0886, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 93%|█████████▎| 435/469 [00:40<00:03, 10.84it/s, v_num=9, loss/train=0.159, alignment/train=0.0886, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 93%|█████████▎| 435/469 [00:40<00:03, 10.84it/s, v_num=9, loss/train=0.171, alignment/train=0.0776, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 93%|█████████▎| 436/469 [00:40<00:03, 10.84it/s, v_num=9, loss/train=0.171, alignment/train=0.0776, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 93%|█████████▎| 436/469 [00:40<00:03, 10.84it/s, v_num=9, loss/train=0.178, alignment/train=0.0931, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 93%|█████████▎| 437/469 [00:40<00:02, 10.83it/s, v_num=9, loss/train=0.178, alignment/train=0.0931, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 93%|█████████▎| 437/469 [00:40<00:02, 10.83it/s, v_num=9, loss/train=0.158, alignment/train=0.0758, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 93%|█████████▎| 438/469 [00:40<00:02, 10.84it/s, v_num=9, loss/train=0.158, alignment/train=0.0758, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 93%|█████████▎| 438/469 [00:40<00:02, 10.84it/s, v_num=9, loss/train=0.162, alignment/train=0.0786, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 94%|█████████▎| 439/469 [00:40<00:02, 10.84it/s, v_num=9, loss/train=0.162, alignment/train=0.0786, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 94%|█████████▎| 439/469 [00:40<00:02, 10.84it/s, v_num=9, loss/train=0.164, alignment/train=0.0727, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 94%|█████████▍| 440/469 [00:40<00:02, 10.85it/s, v_num=9, loss/train=0.164, alignment/train=0.0727, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 94%|█████████▍| 440/469 [00:40<00:02, 10.85it/s, v_num=9, loss/train=0.151, alignment/train=0.0712, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 94%|█████████▍| 441/469 [00:40<00:02, 10.84it/s, v_num=9, loss/train=0.151, alignment/train=0.0712, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 94%|█████████▍| 441/469 [00:40<00:02, 10.84it/s, v_num=9, loss/train=0.188, alignment/train=0.0777, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 94%|█████████▍| 442/469 [00:40<00:02, 10.85it/s, v_num=9, loss/train=0.188, alignment/train=0.0777, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 94%|█████████▍| 442/469 [00:40<00:02, 10.85it/s, v_num=9, loss/train=0.175, alignment/train=0.0803, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 94%|█████████▍| 443/469 [00:40<00:02, 10.84it/s, v_num=9, loss/train=0.175, alignment/train=0.0803, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 94%|█████████▍| 443/469 [00:40<00:02, 10.84it/s, v_num=9, loss/train=0.154, alignment/train=0.0847, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 95%|█████████▍| 444/469 [00:40<00:02, 10.83it/s, v_num=9, loss/train=0.154, alignment/train=0.0847, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 95%|█████████▍| 444/469 [00:41<00:02, 10.83it/s, v_num=9, loss/train=0.205, alignment/train=0.0766, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 95%|█████████▍| 445/469 [00:41<00:02, 10.84it/s, v_num=9, loss/train=0.205, alignment/train=0.0766, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 95%|█████████▍| 445/469 [00:41<00:02, 10.84it/s, v_num=9, loss/train=0.179, alignment/train=0.0823, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 95%|█████████▌| 446/469 [00:41<00:02, 10.85it/s, v_num=9, loss/train=0.179, alignment/train=0.0823, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 95%|█████████▌| 446/469 [00:41<00:02, 10.85it/s, v_num=9, loss/train=0.202, alignment/train=0.0735, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 95%|█████████▌| 447/469 [00:41<00:02, 10.83it/s, v_num=9, loss/train=0.202, alignment/train=0.0735, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 95%|█████████▌| 447/469 [00:41<00:02, 10.83it/s, v_num=9, loss/train=0.219, alignment/train=0.0887, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 96%|█████████▌| 448/469 [00:41<00:01, 10.84it/s, v_num=9, loss/train=0.219, alignment/train=0.0887, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 96%|█████████▌| 448/469 [00:41<00:01, 10.84it/s, v_num=9, loss/train=0.179, alignment/train=0.073, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 96%|█████████▌| 449/469 [00:41<00:01, 10.84it/s, v_num=9, loss/train=0.179, alignment/train=0.073, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 96%|█████████▌| 449/469 [00:41<00:01, 10.84it/s, v_num=9, loss/train=0.183, alignment/train=0.0768, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 96%|█████████▌| 450/469 [00:41<00:01, 10.85it/s, v_num=9, loss/train=0.183, alignment/train=0.0768, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 96%|█████████▌| 450/469 [00:41<00:01, 10.85it/s, v_num=9, loss/train=0.132, alignment/train=0.0705, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 96%|█████████▌| 451/469 [00:41<00:01, 10.86it/s, v_num=9, loss/train=0.132, alignment/train=0.0705, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 96%|█████████▌| 451/469 [00:41<00:01, 10.86it/s, v_num=9, loss/train=0.149, alignment/train=0.0856, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 96%|█████████▋| 452/469 [00:41<00:01, 10.87it/s, v_num=9, loss/train=0.149, alignment/train=0.0856, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 96%|█████████▋| 452/469 [00:41<00:01, 10.87it/s, v_num=9, loss/train=0.173, alignment/train=0.0862, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 97%|█████████▋| 453/469 [00:41<00:01, 10.89it/s, v_num=9, loss/train=0.173, alignment/train=0.0862, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 97%|█████████▋| 453/469 [00:41<00:01, 10.89it/s, v_num=9, loss/train=0.137, alignment/train=0.0722, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 97%|█████████▋| 454/469 [00:41<00:01, 10.90it/s, v_num=9, loss/train=0.137, alignment/train=0.0722, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 97%|█████████▋| 454/469 [00:41<00:01, 10.90it/s, v_num=9, loss/train=0.166, alignment/train=0.0807, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 97%|█████████▋| 455/469 [00:41<00:01, 10.92it/s, v_num=9, loss/train=0.166, alignment/train=0.0807, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 97%|█████████▋| 455/469 [00:41<00:01, 10.92it/s, v_num=9, loss/train=0.179, alignment/train=0.0803, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 97%|█████████▋| 456/469 [00:41<00:01, 10.93it/s, v_num=9, loss/train=0.179, alignment/train=0.0803, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 97%|█████████▋| 456/469 [00:41<00:01, 10.93it/s, v_num=9, loss/train=0.142, alignment/train=0.0637, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 97%|█████████▋| 457/469 [00:41<00:01, 10.95it/s, v_num=9, loss/train=0.142, alignment/train=0.0637, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 97%|█████████▋| 457/469 [00:41<00:01, 10.95it/s, v_num=9, loss/train=0.177, alignment/train=0.0951, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 98%|█████████▊| 458/469 [00:41<00:01, 10.96it/s, v_num=9, loss/train=0.177, alignment/train=0.0951, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 98%|█████████▊| 458/469 [00:41<00:01, 10.96it/s, v_num=9, loss/train=0.155, alignment/train=0.0837, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 98%|█████████▊| 459/469 [00:41<00:00, 10.98it/s, v_num=9, loss/train=0.155, alignment/train=0.0837, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 98%|█████████▊| 459/469 [00:41<00:00, 10.98it/s, v_num=9, loss/train=0.167, alignment/train=0.0788, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 98%|█████████▊| 460/469 [00:41<00:00, 10.99it/s, v_num=9, loss/train=0.167, alignment/train=0.0788, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 98%|█████████▊| 460/469 [00:41<00:00, 10.99it/s, v_num=9, loss/train=0.168, alignment/train=0.0779, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 98%|█████████▊| 461/469 [00:41<00:00, 11.00it/s, v_num=9, loss/train=0.168, alignment/train=0.0779, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 98%|█████████▊| 461/469 [00:41<00:00, 11.00it/s, v_num=9, loss/train=0.171, alignment/train=0.0778, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 99%|█████████▊| 462/469 [00:41<00:00, 11.02it/s, v_num=9, loss/train=0.171, alignment/train=0.0778, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 99%|█████████▊| 462/469 [00:41<00:00, 11.02it/s, v_num=9, loss/train=0.130, alignment/train=0.0788, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 99%|█████████▊| 463/469 [00:41<00:00, 11.03it/s, v_num=9, loss/train=0.130, alignment/train=0.0788, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 99%|█████████▊| 463/469 [00:41<00:00, 11.03it/s, v_num=9, loss/train=0.205, alignment/train=0.0739, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 99%|█████████▉| 464/469 [00:42<00:00, 11.05it/s, v_num=9, loss/train=0.205, alignment/train=0.0739, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 99%|█████████▉| 464/469 [00:42<00:00, 11.05it/s, v_num=9, loss/train=0.193, alignment/train=0.0844, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 99%|█████████▉| 465/469 [00:42<00:00, 11.06it/s, v_num=9, loss/train=0.193, alignment/train=0.0844, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 99%|█████████▉| 465/469 [00:42<00:00, 11.06it/s, v_num=9, loss/train=0.168, alignment/train=0.0785, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 99%|█████████▉| 466/469 [00:42<00:00, 11.08it/s, v_num=9, loss/train=0.168, alignment/train=0.0785, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 99%|█████████▉| 466/469 [00:42<00:00, 11.08it/s, v_num=9, loss/train=0.157, alignment/train=0.0717, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 100%|█████████▉| 467/469 [00:42<00:00, 11.09it/s, v_num=9, loss/train=0.157, alignment/train=0.0717, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 100%|█████████▉| 467/469 [00:42<00:00, 11.09it/s, v_num=9, loss/train=0.179, alignment/train=0.0852, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 100%|█████████▉| 468/469 [00:42<00:00, 11.10it/s, v_num=9, loss/train=0.179, alignment/train=0.0852, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 100%|█████████▉| 468/469 [00:42<00:00, 11.10it/s, v_num=9, loss/train=0.164, alignment/train=0.0879, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 100%|██████████| 469/469 [00:42<00:00, 11.11it/s, v_num=9, loss/train=0.164, alignment/train=0.0879, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 100%|██████████| 469/469 [00:42<00:00, 11.11it/s, v_num=9, loss/train=0.134, alignment/train=0.0745, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
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Epoch 24: 100%|██████████| 469/469 [00:47<00:00, 9.78it/s, v_num=9, loss/train=0.134, alignment/train=0.0745, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 100%|██████████| 469/469 [00:47<00:00, 9.78it/s, v_num=9, loss/train=0.134, alignment/train=0.0745, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 0%| | 0/469 [00:00<?, ?it/s, v_num=9, loss/train=0.134, alignment/train=0.0745, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 0%| | 0/469 [00:00<?, ?it/s, v_num=9, loss/train=0.134, alignment/train=0.0745, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 0%| | 1/469 [00:01<11:37, 0.67it/s, v_num=9, loss/train=0.134, alignment/train=0.0745, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 0%| | 1/469 [00:01<11:38, 0.67it/s, v_num=9, loss/train=0.166, alignment/train=0.0857, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 0%| | 2/469 [00:01<06:39, 1.17it/s, v_num=9, loss/train=0.166, alignment/train=0.0857, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 0%| | 2/469 [00:01<06:39, 1.17it/s, v_num=9, loss/train=0.163, alignment/train=0.0754, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 1%| | 3/469 [00:01<04:35, 1.69it/s, v_num=9, loss/train=0.163, alignment/train=0.0754, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 1%| | 3/469 [00:01<04:35, 1.69it/s, v_num=9, loss/train=0.178, alignment/train=0.0768, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 1%| | 4/469 [00:01<03:34, 2.17it/s, v_num=9, loss/train=0.178, alignment/train=0.0768, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 1%| | 4/469 [00:01<03:34, 2.17it/s, v_num=9, loss/train=0.175, alignment/train=0.0818, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 1%| | 5/469 [00:01<03:02, 2.54it/s, v_num=9, loss/train=0.175, alignment/train=0.0818, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 1%| | 5/469 [00:01<03:02, 2.54it/s, v_num=9, loss/train=0.170, alignment/train=0.0748, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 1%|▏ | 6/469 [00:02<02:38, 2.92it/s, v_num=9, loss/train=0.170, alignment/train=0.0748, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 1%|▏ | 6/469 [00:02<02:38, 2.92it/s, v_num=9, loss/train=0.167, alignment/train=0.0789, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 1%|▏ | 7/469 [00:02<02:19, 3.32it/s, v_num=9, loss/train=0.167, alignment/train=0.0789, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 1%|▏ | 7/469 [00:02<02:19, 3.31it/s, v_num=9, loss/train=0.168, alignment/train=0.0815, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 2%|▏ | 8/469 [00:02<02:07, 3.60it/s, v_num=9, loss/train=0.168, alignment/train=0.0815, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 2%|▏ | 8/469 [00:02<02:08, 3.60it/s, v_num=9, loss/train=0.150, alignment/train=0.0763, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 2%|▏ | 9/469 [00:02<01:57, 3.93it/s, v_num=9, loss/train=0.150, alignment/train=0.0763, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 2%|▏ | 9/469 [00:02<01:57, 3.93it/s, v_num=9, loss/train=0.166, alignment/train=0.0838, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 2%|▏ | 10/469 [00:02<01:49, 4.21it/s, v_num=9, loss/train=0.166, alignment/train=0.0838, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 2%|▏ | 10/469 [00:02<01:49, 4.21it/s, v_num=9, loss/train=0.173, alignment/train=0.0906, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 2%|▏ | 11/469 [00:02<01:43, 4.43it/s, v_num=9, loss/train=0.173, alignment/train=0.0906, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 2%|▏ | 11/469 [00:02<01:43, 4.43it/s, v_num=9, loss/train=0.161, alignment/train=0.0863, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 3%|▎ | 12/469 [00:02<01:36, 4.73it/s, v_num=9, loss/train=0.161, alignment/train=0.0863, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 3%|▎ | 12/469 [00:02<01:36, 4.73it/s, v_num=9, loss/train=0.181, alignment/train=0.0758, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 3%|▎ | 13/469 [00:02<01:31, 5.00it/s, v_num=9, loss/train=0.181, alignment/train=0.0758, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 3%|▎ | 13/469 [00:02<01:31, 5.00it/s, v_num=9, loss/train=0.148, alignment/train=0.0689, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 3%|▎ | 14/469 [00:02<01:29, 5.10it/s, v_num=9, loss/train=0.148, alignment/train=0.0689, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 3%|▎ | 14/469 [00:02<01:29, 5.10it/s, v_num=9, loss/train=0.168, alignment/train=0.0828, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 3%|▎ | 15/469 [00:02<01:25, 5.33it/s, v_num=9, loss/train=0.168, alignment/train=0.0828, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 3%|▎ | 15/469 [00:02<01:25, 5.33it/s, v_num=9, loss/train=0.166, alignment/train=0.0829, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 3%|▎ | 16/469 [00:02<01:22, 5.50it/s, v_num=9, loss/train=0.166, alignment/train=0.0829, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 3%|▎ | 16/469 [00:02<01:22, 5.50it/s, v_num=9, loss/train=0.161, alignment/train=0.0824, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 4%|▎ | 17/469 [00:02<01:19, 5.69it/s, v_num=9, loss/train=0.161, alignment/train=0.0824, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 4%|▎ | 17/469 [00:02<01:19, 5.69it/s, v_num=9, loss/train=0.154, alignment/train=0.0684, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 4%|▍ | 18/469 [00:03<01:17, 5.85it/s, v_num=9, loss/train=0.154, alignment/train=0.0684, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 4%|▍ | 18/469 [00:03<01:17, 5.84it/s, v_num=9, loss/train=0.148, alignment/train=0.0748, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 4%|▍ | 19/469 [00:03<01:14, 6.06it/s, v_num=9, loss/train=0.148, alignment/train=0.0748, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 4%|▍ | 19/469 [00:03<01:14, 6.06it/s, v_num=9, loss/train=0.140, alignment/train=0.0743, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 4%|▍ | 20/469 [00:03<01:12, 6.17it/s, v_num=9, loss/train=0.140, alignment/train=0.0743, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 4%|▍ | 20/469 [00:03<01:12, 6.17it/s, v_num=9, loss/train=0.162, alignment/train=0.0763, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 4%|▍ | 21/469 [00:03<01:10, 6.37it/s, v_num=9, loss/train=0.162, alignment/train=0.0763, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 4%|▍ | 21/469 [00:03<01:10, 6.37it/s, v_num=9, loss/train=0.183, alignment/train=0.0928, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 5%|▍ | 22/469 [00:03<01:08, 6.56it/s, v_num=9, loss/train=0.183, alignment/train=0.0928, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 5%|▍ | 22/469 [00:03<01:08, 6.56it/s, v_num=9, loss/train=0.187, alignment/train=0.0819, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 5%|▍ | 23/469 [00:03<01:07, 6.59it/s, v_num=9, loss/train=0.187, alignment/train=0.0819, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 5%|▍ | 23/469 [00:03<01:07, 6.58it/s, v_num=9, loss/train=0.164, alignment/train=0.069, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 5%|▌ | 24/469 [00:03<01:06, 6.68it/s, v_num=9, loss/train=0.164, alignment/train=0.069, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 5%|▌ | 24/469 [00:03<01:06, 6.68it/s, v_num=9, loss/train=0.175, alignment/train=0.0874, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 5%|▌ | 25/469 [00:03<01:05, 6.79it/s, v_num=9, loss/train=0.175, alignment/train=0.0874, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 5%|▌ | 25/469 [00:03<01:05, 6.79it/s, v_num=9, loss/train=0.195, alignment/train=0.0765, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 6%|▌ | 26/469 [00:03<01:03, 6.95it/s, v_num=9, loss/train=0.195, alignment/train=0.0765, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 6%|▌ | 26/469 [00:03<01:03, 6.95it/s, v_num=9, loss/train=0.191, alignment/train=0.0845, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 6%|▌ | 27/469 [00:03<01:02, 7.10it/s, v_num=9, loss/train=0.191, alignment/train=0.0845, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 6%|▌ | 27/469 [00:03<01:02, 7.10it/s, v_num=9, loss/train=0.163, alignment/train=0.0838, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 6%|▌ | 28/469 [00:03<01:01, 7.17it/s, v_num=9, loss/train=0.163, alignment/train=0.0838, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 6%|▌ | 28/469 [00:03<01:01, 7.16it/s, v_num=9, loss/train=0.170, alignment/train=0.0805, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 6%|▌ | 29/469 [00:04<01:01, 7.19it/s, v_num=9, loss/train=0.170, alignment/train=0.0805, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 6%|▌ | 29/469 [00:04<01:01, 7.19it/s, v_num=9, loss/train=0.169, alignment/train=0.0719, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 6%|▋ | 30/469 [00:04<01:00, 7.26it/s, v_num=9, loss/train=0.169, alignment/train=0.0719, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 6%|▋ | 30/469 [00:04<01:00, 7.26it/s, v_num=9, loss/train=0.152, alignment/train=0.0765, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 7%|▋ | 31/469 [00:04<00:59, 7.40it/s, v_num=9, loss/train=0.152, alignment/train=0.0765, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 7%|▋ | 31/469 [00:04<00:59, 7.40it/s, v_num=9, loss/train=0.176, alignment/train=0.0764, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 7%|▋ | 32/469 [00:04<00:58, 7.47it/s, v_num=9, loss/train=0.176, alignment/train=0.0764, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 7%|▋ | 32/469 [00:04<00:58, 7.47it/s, v_num=9, loss/train=0.138, alignment/train=0.0716, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 7%|▋ | 33/469 [00:04<00:57, 7.54it/s, v_num=9, loss/train=0.138, alignment/train=0.0716, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 7%|▋ | 33/469 [00:04<00:57, 7.53it/s, v_num=9, loss/train=0.170, alignment/train=0.0759, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 7%|▋ | 34/469 [00:04<00:56, 7.66it/s, v_num=9, loss/train=0.170, alignment/train=0.0759, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 7%|▋ | 34/469 [00:04<00:56, 7.66it/s, v_num=9, loss/train=0.193, alignment/train=0.080, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 7%|▋ | 35/469 [00:04<00:55, 7.79it/s, v_num=9, loss/train=0.193, alignment/train=0.080, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 7%|▋ | 35/469 [00:04<00:55, 7.78it/s, v_num=9, loss/train=0.141, alignment/train=0.0716, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 8%|▊ | 36/469 [00:04<00:55, 7.76it/s, v_num=9, loss/train=0.141, alignment/train=0.0716, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 8%|▊ | 36/469 [00:04<00:55, 7.76it/s, v_num=9, loss/train=0.140, alignment/train=0.0739, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 8%|▊ | 37/469 [00:04<00:54, 7.88it/s, v_num=9, loss/train=0.140, alignment/train=0.0739, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 8%|▊ | 37/469 [00:04<00:54, 7.88it/s, v_num=9, loss/train=0.171, alignment/train=0.0832, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 8%|▊ | 38/469 [00:04<00:54, 7.90it/s, v_num=9, loss/train=0.171, alignment/train=0.0832, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 8%|▊ | 38/469 [00:04<00:54, 7.90it/s, v_num=9, loss/train=0.162, alignment/train=0.075, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 8%|▊ | 39/469 [00:04<00:53, 7.99it/s, v_num=9, loss/train=0.162, alignment/train=0.075, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 8%|▊ | 39/469 [00:04<00:53, 7.99it/s, v_num=9, loss/train=0.141, alignment/train=0.075, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 9%|▊ | 40/469 [00:04<00:53, 8.05it/s, v_num=9, loss/train=0.141, alignment/train=0.075, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 9%|▊ | 40/469 [00:04<00:53, 8.05it/s, v_num=9, loss/train=0.154, alignment/train=0.0717, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 9%|▊ | 41/469 [00:05<00:52, 8.16it/s, v_num=9, loss/train=0.154, alignment/train=0.0717, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 9%|▊ | 41/469 [00:05<00:52, 8.16it/s, v_num=9, loss/train=0.170, alignment/train=0.0775, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 9%|▉ | 42/469 [00:05<00:52, 8.18it/s, v_num=9, loss/train=0.170, alignment/train=0.0775, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 9%|▉ | 42/469 [00:05<00:52, 8.18it/s, v_num=9, loss/train=0.176, alignment/train=0.0769, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 9%|▉ | 43/469 [00:05<00:52, 8.15it/s, v_num=9, loss/train=0.176, alignment/train=0.0769, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 9%|▉ | 43/469 [00:05<00:52, 8.15it/s, v_num=9, loss/train=0.163, alignment/train=0.0711, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 9%|▉ | 44/469 [00:05<00:51, 8.24it/s, v_num=9, loss/train=0.163, alignment/train=0.0711, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 9%|▉ | 44/469 [00:05<00:51, 8.24it/s, v_num=9, loss/train=0.176, alignment/train=0.0802, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 10%|▉ | 45/469 [00:05<00:51, 8.26it/s, v_num=9, loss/train=0.176, alignment/train=0.0802, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 10%|▉ | 45/469 [00:05<00:51, 8.26it/s, v_num=9, loss/train=0.143, alignment/train=0.0711, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 10%|▉ | 46/469 [00:05<00:50, 8.35it/s, v_num=9, loss/train=0.143, alignment/train=0.0711, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 10%|▉ | 46/469 [00:05<00:50, 8.35it/s, v_num=9, loss/train=0.138, alignment/train=0.0754, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 10%|█ | 47/469 [00:05<00:50, 8.36it/s, v_num=9, loss/train=0.138, alignment/train=0.0754, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 10%|█ | 47/469 [00:05<00:50, 8.36it/s, v_num=9, loss/train=0.203, alignment/train=0.0824, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 10%|█ | 48/469 [00:05<00:49, 8.43it/s, v_num=9, loss/train=0.203, alignment/train=0.0824, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 10%|█ | 48/469 [00:05<00:49, 8.43it/s, v_num=9, loss/train=0.170, alignment/train=0.0762, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 10%|█ | 49/469 [00:05<00:49, 8.51it/s, v_num=9, loss/train=0.170, alignment/train=0.0762, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 10%|█ | 49/469 [00:05<00:49, 8.51it/s, v_num=9, loss/train=0.148, alignment/train=0.0872, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 11%|█ | 50/469 [00:05<00:49, 8.46it/s, v_num=9, loss/train=0.148, alignment/train=0.0872, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 11%|█ | 50/469 [00:05<00:49, 8.46it/s, v_num=9, loss/train=0.242, alignment/train=0.0975, uniformity/train=-3.55, contrastive_acc/train=0.977, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 11%|█ | 51/469 [00:05<00:48, 8.54it/s, v_num=9, loss/train=0.242, alignment/train=0.0975, uniformity/train=-3.55, contrastive_acc/train=0.977, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 11%|█ | 51/469 [00:05<00:48, 8.54it/s, v_num=9, loss/train=0.168, alignment/train=0.0729, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 11%|█ | 52/469 [00:06<00:48, 8.60it/s, v_num=9, loss/train=0.168, alignment/train=0.0729, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 11%|█ | 52/469 [00:06<00:48, 8.60it/s, v_num=9, loss/train=0.138, alignment/train=0.0772, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 11%|█▏ | 53/469 [00:06<00:47, 8.69it/s, v_num=9, loss/train=0.138, alignment/train=0.0772, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 11%|█▏ | 53/469 [00:06<00:47, 8.69it/s, v_num=9, loss/train=0.163, alignment/train=0.087, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 12%|█▏ | 54/469 [00:06<00:47, 8.70it/s, v_num=9, loss/train=0.163, alignment/train=0.087, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 12%|█▏ | 54/469 [00:06<00:47, 8.70it/s, v_num=9, loss/train=0.213, alignment/train=0.0859, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 12%|█▏ | 55/469 [00:06<00:47, 8.69it/s, v_num=9, loss/train=0.213, alignment/train=0.0859, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 12%|█▏ | 55/469 [00:06<00:47, 8.68it/s, v_num=9, loss/train=0.164, alignment/train=0.0758, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 12%|█▏ | 56/469 [00:06<00:47, 8.65it/s, v_num=9, loss/train=0.164, alignment/train=0.0758, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 12%|█▏ | 56/469 [00:06<00:47, 8.65it/s, v_num=9, loss/train=0.163, alignment/train=0.0773, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 12%|█▏ | 57/469 [00:06<00:47, 8.73it/s, v_num=9, loss/train=0.163, alignment/train=0.0773, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 12%|█▏ | 57/469 [00:06<00:47, 8.73it/s, v_num=9, loss/train=0.175, alignment/train=0.0753, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 12%|█▏ | 58/469 [00:06<00:46, 8.79it/s, v_num=9, loss/train=0.175, alignment/train=0.0753, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 12%|█▏ | 58/469 [00:06<00:46, 8.79it/s, v_num=9, loss/train=0.159, alignment/train=0.083, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 13%|█▎ | 59/469 [00:06<00:46, 8.86it/s, v_num=9, loss/train=0.159, alignment/train=0.083, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 13%|█▎ | 59/469 [00:06<00:46, 8.86it/s, v_num=9, loss/train=0.171, alignment/train=0.0796, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 13%|█▎ | 60/469 [00:06<00:46, 8.87it/s, v_num=9, loss/train=0.171, alignment/train=0.0796, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 13%|█▎ | 60/469 [00:06<00:46, 8.87it/s, v_num=9, loss/train=0.156, alignment/train=0.0744, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 13%|█▎ | 61/469 [00:06<00:45, 8.94it/s, v_num=9, loss/train=0.156, alignment/train=0.0744, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 13%|█▎ | 61/469 [00:06<00:45, 8.94it/s, v_num=9, loss/train=0.166, alignment/train=0.0749, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 13%|█▎ | 62/469 [00:06<00:45, 8.96it/s, v_num=9, loss/train=0.166, alignment/train=0.0749, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 13%|█▎ | 62/469 [00:06<00:45, 8.96it/s, v_num=9, loss/train=0.166, alignment/train=0.083, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 13%|█▎ | 63/469 [00:07<00:45, 8.94it/s, v_num=9, loss/train=0.166, alignment/train=0.083, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 13%|█▎ | 63/469 [00:07<00:45, 8.94it/s, v_num=9, loss/train=0.168, alignment/train=0.0744, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 14%|█▎ | 64/469 [00:07<00:45, 8.98it/s, v_num=9, loss/train=0.168, alignment/train=0.0744, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 14%|█▎ | 64/469 [00:07<00:45, 8.98it/s, v_num=9, loss/train=0.165, alignment/train=0.0717, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 14%|█▍ | 65/469 [00:07<00:44, 8.99it/s, v_num=9, loss/train=0.165, alignment/train=0.0717, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 14%|█▍ | 65/469 [00:07<00:44, 8.99it/s, v_num=9, loss/train=0.177, alignment/train=0.071, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 14%|█▍ | 66/469 [00:07<00:44, 9.06it/s, v_num=9, loss/train=0.177, alignment/train=0.071, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 14%|█▍ | 66/469 [00:07<00:44, 9.06it/s, v_num=9, loss/train=0.208, alignment/train=0.0846, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 14%|█▍ | 67/469 [00:07<00:44, 9.10it/s, v_num=9, loss/train=0.208, alignment/train=0.0846, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 14%|█▍ | 67/469 [00:07<00:44, 9.10it/s, v_num=9, loss/train=0.170, alignment/train=0.0728, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 14%|█▍ | 68/469 [00:07<00:43, 9.12it/s, v_num=9, loss/train=0.170, alignment/train=0.0728, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 14%|█▍ | 68/469 [00:07<00:43, 9.12it/s, v_num=9, loss/train=0.179, alignment/train=0.075, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 15%|█▍ | 69/469 [00:07<00:44, 9.05it/s, v_num=9, loss/train=0.179, alignment/train=0.075, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 15%|█▍ | 69/469 [00:07<00:44, 9.05it/s, v_num=9, loss/train=0.174, alignment/train=0.0804, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 15%|█▍ | 70/469 [00:07<00:43, 9.12it/s, v_num=9, loss/train=0.174, alignment/train=0.0804, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 15%|█▍ | 70/469 [00:07<00:43, 9.11it/s, v_num=9, loss/train=0.197, alignment/train=0.0825, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 15%|█▌ | 71/469 [00:07<00:43, 9.18it/s, v_num=9, loss/train=0.197, alignment/train=0.0825, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 15%|█▌ | 71/469 [00:07<00:43, 9.18it/s, v_num=9, loss/train=0.187, alignment/train=0.0856, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 15%|█▌ | 72/469 [00:07<00:43, 9.18it/s, v_num=9, loss/train=0.187, alignment/train=0.0856, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 15%|█▌ | 72/469 [00:07<00:43, 9.18it/s, v_num=9, loss/train=0.172, alignment/train=0.0811, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 16%|█▌ | 73/469 [00:07<00:43, 9.20it/s, v_num=9, loss/train=0.172, alignment/train=0.0811, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 16%|█▌ | 73/469 [00:07<00:43, 9.20it/s, v_num=9, loss/train=0.180, alignment/train=0.0855, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 16%|█▌ | 74/469 [00:08<00:42, 9.22it/s, v_num=9, loss/train=0.180, alignment/train=0.0855, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 16%|█▌ | 74/469 [00:08<00:42, 9.22it/s, v_num=9, loss/train=0.150, alignment/train=0.0811, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 16%|█▌ | 75/469 [00:08<00:42, 9.26it/s, v_num=9, loss/train=0.150, alignment/train=0.0811, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 16%|█▌ | 75/469 [00:08<00:42, 9.26it/s, v_num=9, loss/train=0.187, alignment/train=0.0865, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 16%|█▌ | 76/469 [00:08<00:42, 9.29it/s, v_num=9, loss/train=0.187, alignment/train=0.0865, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 16%|█▌ | 76/469 [00:08<00:42, 9.29it/s, v_num=9, loss/train=0.162, alignment/train=0.0709, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 16%|█▋ | 77/469 [00:08<00:42, 9.26it/s, v_num=9, loss/train=0.162, alignment/train=0.0709, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 16%|█▋ | 77/469 [00:08<00:42, 9.26it/s, v_num=9, loss/train=0.177, alignment/train=0.0749, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 17%|█▋ | 78/469 [00:08<00:42, 9.31it/s, v_num=9, loss/train=0.177, alignment/train=0.0749, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 17%|█▋ | 78/469 [00:08<00:42, 9.31it/s, v_num=9, loss/train=0.141, alignment/train=0.0715, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 17%|█▋ | 79/469 [00:08<00:41, 9.36it/s, v_num=9, loss/train=0.141, alignment/train=0.0715, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 17%|█▋ | 79/469 [00:08<00:41, 9.36it/s, v_num=9, loss/train=0.223, alignment/train=0.0855, uniformity/train=-3.53, contrastive_acc/train=0.988, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 17%|█▋ | 80/469 [00:08<00:41, 9.41it/s, v_num=9, loss/train=0.223, alignment/train=0.0855, uniformity/train=-3.53, contrastive_acc/train=0.988, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 17%|█▋ | 80/469 [00:08<00:41, 9.41it/s, v_num=9, loss/train=0.178, alignment/train=0.0826, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 17%|█▋ | 81/469 [00:08<00:41, 9.44it/s, v_num=9, loss/train=0.178, alignment/train=0.0826, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 17%|█▋ | 81/469 [00:08<00:41, 9.44it/s, v_num=9, loss/train=0.161, alignment/train=0.0696, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 17%|█▋ | 82/469 [00:08<00:41, 9.43it/s, v_num=9, loss/train=0.161, alignment/train=0.0696, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 17%|█▋ | 82/469 [00:08<00:41, 9.43it/s, v_num=9, loss/train=0.180, alignment/train=0.0683, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 18%|█▊ | 83/469 [00:08<00:40, 9.42it/s, v_num=9, loss/train=0.180, alignment/train=0.0683, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 18%|█▊ | 83/469 [00:08<00:40, 9.42it/s, v_num=9, loss/train=0.222, alignment/train=0.0801, uniformity/train=-3.53, contrastive_acc/train=0.984, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 18%|█▊ | 84/469 [00:08<00:40, 9.46it/s, v_num=9, loss/train=0.222, alignment/train=0.0801, uniformity/train=-3.53, contrastive_acc/train=0.984, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 18%|█▊ | 84/469 [00:08<00:40, 9.46it/s, v_num=9, loss/train=0.165, alignment/train=0.0753, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 18%|█▊ | 85/469 [00:08<00:40, 9.49it/s, v_num=9, loss/train=0.165, alignment/train=0.0753, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 18%|█▊ | 85/469 [00:08<00:40, 9.49it/s, v_num=9, loss/train=0.172, alignment/train=0.0706, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 18%|█▊ | 86/469 [00:09<00:40, 9.49it/s, v_num=9, loss/train=0.172, alignment/train=0.0706, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 18%|█▊ | 86/469 [00:09<00:40, 9.49it/s, v_num=9, loss/train=0.161, alignment/train=0.0755, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 19%|█▊ | 87/469 [00:09<00:40, 9.46it/s, v_num=9, loss/train=0.161, alignment/train=0.0755, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 19%|█▊ | 87/469 [00:09<00:40, 9.46it/s, v_num=9, loss/train=0.161, alignment/train=0.0765, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 19%|█▉ | 88/469 [00:09<00:40, 9.51it/s, v_num=9, loss/train=0.161, alignment/train=0.0765, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 19%|█▉ | 88/469 [00:09<00:40, 9.51it/s, v_num=9, loss/train=0.175, alignment/train=0.0796, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 19%|█▉ | 89/469 [00:09<00:39, 9.56it/s, v_num=9, loss/train=0.175, alignment/train=0.0796, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 19%|█▉ | 89/469 [00:09<00:39, 9.56it/s, v_num=9, loss/train=0.150, alignment/train=0.0747, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 19%|█▉ | 90/469 [00:09<00:39, 9.56it/s, v_num=9, loss/train=0.150, alignment/train=0.0747, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 19%|█▉ | 90/469 [00:09<00:39, 9.56it/s, v_num=9, loss/train=0.179, alignment/train=0.0781, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 19%|█▉ | 91/469 [00:09<00:39, 9.61it/s, v_num=9, loss/train=0.179, alignment/train=0.0781, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 19%|█▉ | 91/469 [00:09<00:39, 9.61it/s, v_num=9, loss/train=0.184, alignment/train=0.0755, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 20%|█▉ | 92/469 [00:09<00:39, 9.61it/s, v_num=9, loss/train=0.184, alignment/train=0.0755, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 20%|█▉ | 92/469 [00:09<00:39, 9.61it/s, v_num=9, loss/train=0.150, alignment/train=0.0849, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 20%|█▉ | 93/469 [00:09<00:39, 9.61it/s, v_num=9, loss/train=0.150, alignment/train=0.0849, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 20%|█▉ | 93/469 [00:09<00:39, 9.61it/s, v_num=9, loss/train=0.160, alignment/train=0.0748, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 20%|██ | 94/469 [00:09<00:38, 9.62it/s, v_num=9, loss/train=0.160, alignment/train=0.0748, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 20%|██ | 94/469 [00:09<00:38, 9.62it/s, v_num=9, loss/train=0.198, alignment/train=0.085, uniformity/train=-3.56, contrastive_acc/train=0.984, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 20%|██ | 95/469 [00:09<00:38, 9.64it/s, v_num=9, loss/train=0.198, alignment/train=0.085, uniformity/train=-3.56, contrastive_acc/train=0.984, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 20%|██ | 95/469 [00:09<00:38, 9.64it/s, v_num=9, loss/train=0.204, alignment/train=0.0813, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 20%|██ | 96/469 [00:09<00:38, 9.67it/s, v_num=9, loss/train=0.204, alignment/train=0.0813, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 20%|██ | 96/469 [00:09<00:38, 9.66it/s, v_num=9, loss/train=0.171, alignment/train=0.0701, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 21%|██ | 97/469 [00:10<00:38, 9.65it/s, v_num=9, loss/train=0.171, alignment/train=0.0701, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 21%|██ | 97/469 [00:10<00:38, 9.65it/s, v_num=9, loss/train=0.177, alignment/train=0.0772, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 21%|██ | 98/469 [00:10<00:38, 9.65it/s, v_num=9, loss/train=0.177, alignment/train=0.0772, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 21%|██ | 98/469 [00:10<00:38, 9.65it/s, v_num=9, loss/train=0.186, alignment/train=0.0752, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 21%|██ | 99/469 [00:10<00:38, 9.69it/s, v_num=9, loss/train=0.186, alignment/train=0.0752, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 21%|██ | 99/469 [00:10<00:38, 9.69it/s, v_num=9, loss/train=0.179, alignment/train=0.0897, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 21%|██▏ | 100/469 [00:10<00:37, 9.73it/s, v_num=9, loss/train=0.179, alignment/train=0.0897, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 21%|██▏ | 100/469 [00:10<00:37, 9.73it/s, v_num=9, loss/train=0.162, alignment/train=0.0789, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 22%|██▏ | 101/469 [00:10<00:37, 9.73it/s, v_num=9, loss/train=0.162, alignment/train=0.0789, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 22%|██▏ | 101/469 [00:10<00:37, 9.73it/s, v_num=9, loss/train=0.200, alignment/train=0.0936, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 22%|██▏ | 102/469 [00:10<00:37, 9.69it/s, v_num=9, loss/train=0.200, alignment/train=0.0936, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 22%|██▏ | 102/469 [00:10<00:37, 9.69it/s, v_num=9, loss/train=0.148, alignment/train=0.0805, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 22%|██▏ | 103/469 [00:10<00:37, 9.74it/s, v_num=9, loss/train=0.148, alignment/train=0.0805, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 22%|██▏ | 103/469 [00:10<00:37, 9.74it/s, v_num=9, loss/train=0.162, alignment/train=0.0718, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 22%|██▏ | 104/469 [00:10<00:37, 9.78it/s, v_num=9, loss/train=0.162, alignment/train=0.0718, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 22%|██▏ | 104/469 [00:10<00:37, 9.78it/s, v_num=9, loss/train=0.182, alignment/train=0.0728, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 22%|██▏ | 105/469 [00:10<00:37, 9.82it/s, v_num=9, loss/train=0.182, alignment/train=0.0728, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 22%|██▏ | 105/469 [00:10<00:37, 9.82it/s, v_num=9, loss/train=0.168, alignment/train=0.0711, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 23%|██▎ | 106/469 [00:10<00:37, 9.81it/s, v_num=9, loss/train=0.168, alignment/train=0.0711, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 23%|██▎ | 106/469 [00:10<00:37, 9.80it/s, v_num=9, loss/train=0.152, alignment/train=0.0643, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 23%|██▎ | 107/469 [00:10<00:36, 9.80it/s, v_num=9, loss/train=0.152, alignment/train=0.0643, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 23%|██▎ | 107/469 [00:10<00:36, 9.80it/s, v_num=9, loss/train=0.173, alignment/train=0.0812, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 23%|██▎ | 108/469 [00:11<00:36, 9.79it/s, v_num=9, loss/train=0.173, alignment/train=0.0812, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 23%|██▎ | 108/469 [00:11<00:36, 9.79it/s, v_num=9, loss/train=0.181, alignment/train=0.076, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 23%|██▎ | 109/469 [00:11<00:36, 9.83it/s, v_num=9, loss/train=0.181, alignment/train=0.076, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 23%|██▎ | 109/469 [00:11<00:36, 9.83it/s, v_num=9, loss/train=0.179, alignment/train=0.0795, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 23%|██▎ | 110/469 [00:11<00:36, 9.87it/s, v_num=9, loss/train=0.179, alignment/train=0.0795, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 23%|██▎ | 110/469 [00:11<00:36, 9.87it/s, v_num=9, loss/train=0.156, alignment/train=0.0772, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 24%|██▎ | 111/469 [00:11<00:36, 9.86it/s, v_num=9, loss/train=0.156, alignment/train=0.0772, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 24%|██▎ | 111/469 [00:11<00:36, 9.86it/s, v_num=9, loss/train=0.154, alignment/train=0.0712, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 24%|██▍ | 112/469 [00:11<00:36, 9.85it/s, v_num=9, loss/train=0.154, alignment/train=0.0712, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 24%|██▍ | 112/469 [00:11<00:36, 9.85it/s, v_num=9, loss/train=0.196, alignment/train=0.0764, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 24%|██▍ | 113/469 [00:11<00:35, 9.89it/s, v_num=9, loss/train=0.196, alignment/train=0.0764, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 24%|██▍ | 113/469 [00:11<00:35, 9.89it/s, v_num=9, loss/train=0.145, alignment/train=0.0841, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 24%|██▍ | 114/469 [00:11<00:36, 9.85it/s, v_num=9, loss/train=0.145, alignment/train=0.0841, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 24%|██▍ | 114/469 [00:11<00:36, 9.85it/s, v_num=9, loss/train=0.176, alignment/train=0.0736, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 25%|██▍ | 115/469 [00:11<00:35, 9.85it/s, v_num=9, loss/train=0.176, alignment/train=0.0736, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 25%|██▍ | 115/469 [00:11<00:35, 9.85it/s, v_num=9, loss/train=0.193, alignment/train=0.0824, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 25%|██▍ | 116/469 [00:11<00:35, 9.88it/s, v_num=9, loss/train=0.193, alignment/train=0.0824, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 25%|██▍ | 116/469 [00:11<00:35, 9.88it/s, v_num=9, loss/train=0.131, alignment/train=0.0722, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 25%|██▍ | 117/469 [00:11<00:35, 9.92it/s, v_num=9, loss/train=0.131, alignment/train=0.0722, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 25%|██▍ | 117/469 [00:11<00:35, 9.92it/s, v_num=9, loss/train=0.200, alignment/train=0.0758, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 25%|██▌ | 118/469 [00:11<00:35, 9.95it/s, v_num=9, loss/train=0.200, alignment/train=0.0758, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 25%|██▌ | 118/469 [00:11<00:35, 9.95it/s, v_num=9, loss/train=0.156, alignment/train=0.078, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 25%|██▌ | 119/469 [00:11<00:35, 9.99it/s, v_num=9, loss/train=0.156, alignment/train=0.078, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 25%|██▌ | 119/469 [00:11<00:35, 9.99it/s, v_num=9, loss/train=0.196, alignment/train=0.087, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 26%|██▌ | 120/469 [00:12<00:35, 9.96it/s, v_num=9, loss/train=0.196, alignment/train=0.087, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 26%|██▌ | 120/469 [00:12<00:35, 9.96it/s, v_num=9, loss/train=0.163, alignment/train=0.0717, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 26%|██▌ | 121/469 [00:12<00:35, 9.91it/s, v_num=9, loss/train=0.163, alignment/train=0.0717, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 26%|██▌ | 121/469 [00:12<00:35, 9.91it/s, v_num=9, loss/train=0.165, alignment/train=0.0818, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 26%|██▌ | 122/469 [00:12<00:34, 9.94it/s, v_num=9, loss/train=0.165, alignment/train=0.0818, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 26%|██▌ | 122/469 [00:12<00:34, 9.94it/s, v_num=9, loss/train=0.174, alignment/train=0.074, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 26%|██▌ | 123/469 [00:12<00:34, 9.95it/s, v_num=9, loss/train=0.174, alignment/train=0.074, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 26%|██▌ | 123/469 [00:12<00:34, 9.95it/s, v_num=9, loss/train=0.176, alignment/train=0.0829, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 26%|██▋ | 124/469 [00:12<00:34, 9.96it/s, v_num=9, loss/train=0.176, alignment/train=0.0829, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 26%|██▋ | 124/469 [00:12<00:34, 9.96it/s, v_num=9, loss/train=0.176, alignment/train=0.0873, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 27%|██▋ | 125/469 [00:12<00:34, 9.99it/s, v_num=9, loss/train=0.176, alignment/train=0.0873, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 27%|██▋ | 125/469 [00:12<00:34, 9.99it/s, v_num=9, loss/train=0.198, alignment/train=0.087, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 27%|██▋ | 126/469 [00:12<00:34, 9.98it/s, v_num=9, loss/train=0.198, alignment/train=0.087, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 27%|██▋ | 126/469 [00:12<00:34, 9.98it/s, v_num=9, loss/train=0.182, alignment/train=0.0784, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 27%|██▋ | 127/469 [00:12<00:34, 9.97it/s, v_num=9, loss/train=0.182, alignment/train=0.0784, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 27%|██▋ | 127/469 [00:12<00:34, 9.97it/s, v_num=9, loss/train=0.163, alignment/train=0.0728, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 27%|██▋ | 128/469 [00:12<00:34, 10.00it/s, v_num=9, loss/train=0.163, alignment/train=0.0728, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 27%|██▋ | 128/469 [00:12<00:34, 10.00it/s, v_num=9, loss/train=0.155, alignment/train=0.0731, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 28%|██▊ | 129/469 [00:12<00:33, 10.04it/s, v_num=9, loss/train=0.155, alignment/train=0.0731, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 28%|██▊ | 129/469 [00:12<00:33, 10.04it/s, v_num=9, loss/train=0.182, alignment/train=0.0872, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 28%|██▊ | 130/469 [00:12<00:33, 10.07it/s, v_num=9, loss/train=0.182, alignment/train=0.0872, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 28%|██▊ | 130/469 [00:12<00:33, 10.07it/s, v_num=9, loss/train=0.168, alignment/train=0.0779, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 28%|██▊ | 131/469 [00:13<00:33, 10.04it/s, v_num=9, loss/train=0.168, alignment/train=0.0779, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 28%|██▊ | 131/469 [00:13<00:33, 10.04it/s, v_num=9, loss/train=0.171, alignment/train=0.0845, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 28%|██▊ | 132/469 [00:13<00:33, 10.03it/s, v_num=9, loss/train=0.171, alignment/train=0.0845, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 28%|██▊ | 132/469 [00:13<00:33, 10.03it/s, v_num=9, loss/train=0.153, alignment/train=0.0799, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 28%|██▊ | 133/469 [00:13<00:33, 10.03it/s, v_num=9, loss/train=0.153, alignment/train=0.0799, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 28%|██▊ | 133/469 [00:13<00:33, 10.03it/s, v_num=9, loss/train=0.233, alignment/train=0.0936, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 29%|██▊ | 134/469 [00:13<00:33, 10.03it/s, v_num=9, loss/train=0.233, alignment/train=0.0936, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 29%|██▊ | 134/469 [00:13<00:33, 10.03it/s, v_num=9, loss/train=0.188, alignment/train=0.0837, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 29%|██▉ | 135/469 [00:13<00:33, 10.06it/s, v_num=9, loss/train=0.188, alignment/train=0.0837, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 29%|██▉ | 135/469 [00:13<00:33, 10.06it/s, v_num=9, loss/train=0.160, alignment/train=0.0723, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 29%|██▉ | 136/469 [00:13<00:33, 10.09it/s, v_num=9, loss/train=0.160, alignment/train=0.0723, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 29%|██▉ | 136/469 [00:13<00:33, 10.09it/s, v_num=9, loss/train=0.174, alignment/train=0.0836, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 29%|██▉ | 137/469 [00:13<00:32, 10.09it/s, v_num=9, loss/train=0.174, alignment/train=0.0836, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 29%|██▉ | 137/469 [00:13<00:32, 10.09it/s, v_num=9, loss/train=0.159, alignment/train=0.0732, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 29%|██▉ | 138/469 [00:13<00:32, 10.09it/s, v_num=9, loss/train=0.159, alignment/train=0.0732, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 29%|██▉ | 138/469 [00:13<00:32, 10.09it/s, v_num=9, loss/train=0.179, alignment/train=0.0889, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 30%|██▉ | 139/469 [00:13<00:32, 10.06it/s, v_num=9, loss/train=0.179, alignment/train=0.0889, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 30%|██▉ | 139/469 [00:13<00:32, 10.06it/s, v_num=9, loss/train=0.177, alignment/train=0.0782, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 30%|██▉ | 140/469 [00:13<00:32, 10.06it/s, v_num=9, loss/train=0.177, alignment/train=0.0782, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 30%|██▉ | 140/469 [00:13<00:32, 10.06it/s, v_num=9, loss/train=0.164, alignment/train=0.076, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 30%|███ | 141/469 [00:13<00:32, 10.09it/s, v_num=9, loss/train=0.164, alignment/train=0.076, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 30%|███ | 141/469 [00:13<00:32, 10.09it/s, v_num=9, loss/train=0.148, alignment/train=0.0773, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 30%|███ | 142/469 [00:14<00:32, 10.12it/s, v_num=9, loss/train=0.148, alignment/train=0.0773, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 30%|███ | 142/469 [00:14<00:32, 10.12it/s, v_num=9, loss/train=0.157, alignment/train=0.071, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 30%|███ | 143/469 [00:14<00:32, 10.11it/s, v_num=9, loss/train=0.157, alignment/train=0.071, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 30%|███ | 143/469 [00:14<00:32, 10.11it/s, v_num=9, loss/train=0.184, alignment/train=0.0815, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 31%|███ | 144/469 [00:14<00:32, 10.11it/s, v_num=9, loss/train=0.184, alignment/train=0.0815, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 31%|███ | 144/469 [00:14<00:32, 10.11it/s, v_num=9, loss/train=0.168, alignment/train=0.0832, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 31%|███ | 145/469 [00:14<00:32, 10.12it/s, v_num=9, loss/train=0.168, alignment/train=0.0832, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 31%|███ | 145/469 [00:14<00:32, 10.12it/s, v_num=9, loss/train=0.143, alignment/train=0.0656, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 31%|███ | 146/469 [00:14<00:31, 10.15it/s, v_num=9, loss/train=0.143, alignment/train=0.0656, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 31%|███ | 146/469 [00:14<00:31, 10.15it/s, v_num=9, loss/train=0.199, alignment/train=0.0857, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 31%|███▏ | 147/469 [00:14<00:31, 10.12it/s, v_num=9, loss/train=0.199, alignment/train=0.0857, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 31%|███▏ | 147/469 [00:14<00:31, 10.12it/s, v_num=9, loss/train=0.174, alignment/train=0.0723, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 32%|███▏ | 148/469 [00:14<00:31, 10.13it/s, v_num=9, loss/train=0.174, alignment/train=0.0723, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 32%|███▏ | 148/469 [00:14<00:31, 10.13it/s, v_num=9, loss/train=0.182, alignment/train=0.0801, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 32%|███▏ | 149/469 [00:14<00:31, 10.15it/s, v_num=9, loss/train=0.182, alignment/train=0.0801, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 32%|███▏ | 149/469 [00:14<00:31, 10.15it/s, v_num=9, loss/train=0.159, alignment/train=0.0704, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 32%|███▏ | 150/469 [00:14<00:31, 10.18it/s, v_num=9, loss/train=0.159, alignment/train=0.0704, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 32%|███▏ | 150/469 [00:14<00:31, 10.18it/s, v_num=9, loss/train=0.147, alignment/train=0.061, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 32%|███▏ | 151/469 [00:14<00:31, 10.20it/s, v_num=9, loss/train=0.147, alignment/train=0.061, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 32%|███▏ | 151/469 [00:14<00:31, 10.20it/s, v_num=9, loss/train=0.159, alignment/train=0.0814, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 32%|███▏ | 152/469 [00:14<00:31, 10.20it/s, v_num=9, loss/train=0.159, alignment/train=0.0814, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 32%|███▏ | 152/469 [00:14<00:31, 10.20it/s, v_num=9, loss/train=0.187, alignment/train=0.0855, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 33%|███▎ | 153/469 [00:14<00:30, 10.21it/s, v_num=9, loss/train=0.187, alignment/train=0.0855, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 33%|███▎ | 153/469 [00:14<00:30, 10.21it/s, v_num=9, loss/train=0.178, alignment/train=0.0858, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 33%|███▎ | 154/469 [00:15<00:30, 10.22it/s, v_num=9, loss/train=0.178, alignment/train=0.0858, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 33%|███▎ | 154/469 [00:15<00:30, 10.22it/s, v_num=9, loss/train=0.152, alignment/train=0.0736, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 33%|███▎ | 155/469 [00:15<00:30, 10.21it/s, v_num=9, loss/train=0.152, alignment/train=0.0736, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 33%|███▎ | 155/469 [00:15<00:30, 10.21it/s, v_num=9, loss/train=0.175, alignment/train=0.0692, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 33%|███▎ | 156/469 [00:15<00:30, 10.23it/s, v_num=9, loss/train=0.175, alignment/train=0.0692, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 33%|███▎ | 156/469 [00:15<00:30, 10.23it/s, v_num=9, loss/train=0.149, alignment/train=0.0644, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 33%|███▎ | 157/469 [00:15<00:30, 10.24it/s, v_num=9, loss/train=0.149, alignment/train=0.0644, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 33%|███▎ | 157/469 [00:15<00:30, 10.24it/s, v_num=9, loss/train=0.167, alignment/train=0.082, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 34%|███▎ | 158/469 [00:15<00:30, 10.25it/s, v_num=9, loss/train=0.167, alignment/train=0.082, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 34%|███▎ | 158/469 [00:15<00:30, 10.25it/s, v_num=9, loss/train=0.170, alignment/train=0.0794, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 34%|███▍ | 159/469 [00:15<00:30, 10.25it/s, v_num=9, loss/train=0.170, alignment/train=0.0794, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 34%|███▍ | 159/469 [00:15<00:30, 10.25it/s, v_num=9, loss/train=0.227, alignment/train=0.0866, uniformity/train=-3.55, contrastive_acc/train=0.988, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 34%|███▍ | 160/469 [00:15<00:30, 10.24it/s, v_num=9, loss/train=0.227, alignment/train=0.0866, uniformity/train=-3.55, contrastive_acc/train=0.988, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 34%|███▍ | 160/469 [00:15<00:30, 10.23it/s, v_num=9, loss/train=0.204, alignment/train=0.072, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 34%|███▍ | 161/469 [00:15<00:30, 10.25it/s, v_num=9, loss/train=0.204, alignment/train=0.072, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 34%|███▍ | 161/469 [00:15<00:30, 10.25it/s, v_num=9, loss/train=0.182, alignment/train=0.0865, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 35%|███▍ | 162/469 [00:15<00:29, 10.28it/s, v_num=9, loss/train=0.182, alignment/train=0.0865, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 35%|███▍ | 162/469 [00:15<00:29, 10.27it/s, v_num=9, loss/train=0.162, alignment/train=0.0891, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 35%|███▍ | 163/469 [00:15<00:29, 10.26it/s, v_num=9, loss/train=0.162, alignment/train=0.0891, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 35%|███▍ | 163/469 [00:15<00:29, 10.26it/s, v_num=9, loss/train=0.168, alignment/train=0.0672, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 35%|███▍ | 164/469 [00:15<00:29, 10.29it/s, v_num=9, loss/train=0.168, alignment/train=0.0672, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 35%|███▍ | 164/469 [00:15<00:29, 10.29it/s, v_num=9, loss/train=0.176, alignment/train=0.0803, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 35%|███▌ | 165/469 [00:16<00:29, 10.28it/s, v_num=9, loss/train=0.176, alignment/train=0.0803, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 35%|███▌ | 165/469 [00:16<00:29, 10.28it/s, v_num=9, loss/train=0.200, alignment/train=0.0815, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 35%|███▌ | 166/469 [00:16<00:29, 10.27it/s, v_num=9, loss/train=0.200, alignment/train=0.0815, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 35%|███▌ | 166/469 [00:16<00:29, 10.27it/s, v_num=9, loss/train=0.185, alignment/train=0.0759, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 36%|███▌ | 167/469 [00:16<00:29, 10.28it/s, v_num=9, loss/train=0.185, alignment/train=0.0759, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 36%|███▌ | 167/469 [00:16<00:29, 10.28it/s, v_num=9, loss/train=0.165, alignment/train=0.0793, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 36%|███▌ | 168/469 [00:16<00:29, 10.28it/s, v_num=9, loss/train=0.165, alignment/train=0.0793, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 36%|███▌ | 168/469 [00:16<00:29, 10.28it/s, v_num=9, loss/train=0.144, alignment/train=0.0806, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 36%|███▌ | 169/469 [00:16<00:29, 10.31it/s, v_num=9, loss/train=0.144, alignment/train=0.0806, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 36%|███▌ | 169/469 [00:16<00:29, 10.31it/s, v_num=9, loss/train=0.176, alignment/train=0.0849, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 36%|███▌ | 170/469 [00:16<00:29, 10.30it/s, v_num=9, loss/train=0.176, alignment/train=0.0849, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 36%|███▌ | 170/469 [00:16<00:29, 10.30it/s, v_num=9, loss/train=0.171, alignment/train=0.0658, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 36%|███▋ | 171/469 [00:16<00:28, 10.33it/s, v_num=9, loss/train=0.171, alignment/train=0.0658, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 36%|███▋ | 171/469 [00:16<00:28, 10.33it/s, v_num=9, loss/train=0.191, alignment/train=0.077, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 37%|███▋ | 172/469 [00:16<00:28, 10.31it/s, v_num=9, loss/train=0.191, alignment/train=0.077, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 37%|███▋ | 172/469 [00:16<00:28, 10.31it/s, v_num=9, loss/train=0.153, alignment/train=0.0803, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 37%|███▋ | 173/469 [00:16<00:28, 10.31it/s, v_num=9, loss/train=0.153, alignment/train=0.0803, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 37%|███▋ | 173/469 [00:16<00:28, 10.31it/s, v_num=9, loss/train=0.210, alignment/train=0.0881, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 37%|███▋ | 174/469 [00:16<00:28, 10.33it/s, v_num=9, loss/train=0.210, alignment/train=0.0881, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 37%|███▋ | 174/469 [00:16<00:28, 10.33it/s, v_num=9, loss/train=0.178, alignment/train=0.0857, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 37%|███▋ | 175/469 [00:16<00:28, 10.36it/s, v_num=9, loss/train=0.178, alignment/train=0.0857, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 37%|███▋ | 175/469 [00:16<00:28, 10.36it/s, v_num=9, loss/train=0.147, alignment/train=0.0813, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 38%|███▊ | 176/469 [00:17<00:28, 10.34it/s, v_num=9, loss/train=0.147, alignment/train=0.0813, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 38%|███▊ | 176/469 [00:17<00:28, 10.34it/s, v_num=9, loss/train=0.170, alignment/train=0.0783, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 38%|███▊ | 177/469 [00:17<00:28, 10.35it/s, v_num=9, loss/train=0.170, alignment/train=0.0783, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 38%|███▊ | 177/469 [00:17<00:28, 10.35it/s, v_num=9, loss/train=0.154, alignment/train=0.0776, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 38%|███▊ | 178/469 [00:17<00:28, 10.37it/s, v_num=9, loss/train=0.154, alignment/train=0.0776, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 38%|███▊ | 178/469 [00:17<00:28, 10.37it/s, v_num=9, loss/train=0.162, alignment/train=0.0822, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 38%|███▊ | 179/469 [00:17<00:27, 10.37it/s, v_num=9, loss/train=0.162, alignment/train=0.0822, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 38%|███▊ | 179/469 [00:17<00:27, 10.36it/s, v_num=9, loss/train=0.191, alignment/train=0.0748, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 38%|███▊ | 180/469 [00:17<00:27, 10.37it/s, v_num=9, loss/train=0.191, alignment/train=0.0748, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 38%|███▊ | 180/469 [00:17<00:27, 10.37it/s, v_num=9, loss/train=0.186, alignment/train=0.0727, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 39%|███▊ | 181/469 [00:17<00:27, 10.37it/s, v_num=9, loss/train=0.186, alignment/train=0.0727, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 39%|███▊ | 181/469 [00:17<00:27, 10.37it/s, v_num=9, loss/train=0.194, alignment/train=0.0792, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 39%|███▉ | 182/469 [00:17<00:27, 10.36it/s, v_num=9, loss/train=0.194, alignment/train=0.0792, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 39%|███▉ | 182/469 [00:17<00:27, 10.36it/s, v_num=9, loss/train=0.203, alignment/train=0.0864, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 39%|███▉ | 183/469 [00:17<00:27, 10.39it/s, v_num=9, loss/train=0.203, alignment/train=0.0864, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 39%|███▉ | 183/469 [00:17<00:27, 10.39it/s, v_num=9, loss/train=0.171, alignment/train=0.0775, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 39%|███▉ | 184/469 [00:17<00:27, 10.40it/s, v_num=9, loss/train=0.171, alignment/train=0.0775, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 39%|███▉ | 184/469 [00:17<00:27, 10.40it/s, v_num=9, loss/train=0.141, alignment/train=0.0726, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 39%|███▉ | 185/469 [00:17<00:27, 10.39it/s, v_num=9, loss/train=0.141, alignment/train=0.0726, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 39%|███▉ | 185/469 [00:17<00:27, 10.39it/s, v_num=9, loss/train=0.181, alignment/train=0.0898, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 40%|███▉ | 186/469 [00:17<00:27, 10.38it/s, v_num=9, loss/train=0.181, alignment/train=0.0898, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 40%|███▉ | 186/469 [00:17<00:27, 10.38it/s, v_num=9, loss/train=0.158, alignment/train=0.0735, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 40%|███▉ | 187/469 [00:17<00:27, 10.40it/s, v_num=9, loss/train=0.158, alignment/train=0.0735, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 40%|███▉ | 187/469 [00:17<00:27, 10.40it/s, v_num=9, loss/train=0.180, alignment/train=0.0781, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 40%|████ | 188/469 [00:18<00:27, 10.41it/s, v_num=9, loss/train=0.180, alignment/train=0.0781, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 40%|████ | 188/469 [00:18<00:27, 10.40it/s, v_num=9, loss/train=0.183, alignment/train=0.0872, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 40%|████ | 189/469 [00:18<00:26, 10.41it/s, v_num=9, loss/train=0.183, alignment/train=0.0872, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 40%|████ | 189/469 [00:18<00:26, 10.41it/s, v_num=9, loss/train=0.181, alignment/train=0.0737, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 41%|████ | 190/469 [00:18<00:26, 10.38it/s, v_num=9, loss/train=0.181, alignment/train=0.0737, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 41%|████ | 190/469 [00:18<00:26, 10.38it/s, v_num=9, loss/train=0.162, alignment/train=0.0737, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 41%|████ | 191/469 [00:18<00:26, 10.40it/s, v_num=9, loss/train=0.162, alignment/train=0.0737, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 41%|████ | 191/469 [00:18<00:26, 10.40it/s, v_num=9, loss/train=0.169, alignment/train=0.0777, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 41%|████ | 192/469 [00:18<00:26, 10.42it/s, v_num=9, loss/train=0.169, alignment/train=0.0777, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 41%|████ | 192/469 [00:18<00:26, 10.42it/s, v_num=9, loss/train=0.146, alignment/train=0.0658, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 41%|████ | 193/469 [00:18<00:26, 10.42it/s, v_num=9, loss/train=0.146, alignment/train=0.0658, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 41%|████ | 193/469 [00:18<00:26, 10.42it/s, v_num=9, loss/train=0.141, alignment/train=0.0742, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 41%|████▏ | 194/469 [00:18<00:26, 10.44it/s, v_num=9, loss/train=0.141, alignment/train=0.0742, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 41%|████▏ | 194/469 [00:18<00:26, 10.44it/s, v_num=9, loss/train=0.192, alignment/train=0.0778, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 42%|████▏ | 195/469 [00:18<00:26, 10.43it/s, v_num=9, loss/train=0.192, alignment/train=0.0778, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 42%|████▏ | 195/469 [00:18<00:26, 10.43it/s, v_num=9, loss/train=0.161, alignment/train=0.0853, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 42%|████▏ | 196/469 [00:18<00:26, 10.43it/s, v_num=9, loss/train=0.161, alignment/train=0.0853, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 42%|████▏ | 196/469 [00:18<00:26, 10.43it/s, v_num=9, loss/train=0.159, alignment/train=0.077, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 42%|████▏ | 197/469 [00:18<00:26, 10.44it/s, v_num=9, loss/train=0.159, alignment/train=0.077, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 42%|████▏ | 197/469 [00:18<00:26, 10.44it/s, v_num=9, loss/train=0.147, alignment/train=0.0793, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 42%|████▏ | 198/469 [00:18<00:25, 10.46it/s, v_num=9, loss/train=0.147, alignment/train=0.0793, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 42%|████▏ | 198/469 [00:18<00:25, 10.46it/s, v_num=9, loss/train=0.167, alignment/train=0.0868, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 42%|████▏ | 199/469 [00:19<00:25, 10.44it/s, v_num=9, loss/train=0.167, alignment/train=0.0868, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 42%|████▏ | 199/469 [00:19<00:25, 10.44it/s, v_num=9, loss/train=0.151, alignment/train=0.0814, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 43%|████▎ | 200/469 [00:19<00:25, 10.44it/s, v_num=9, loss/train=0.151, alignment/train=0.0814, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 43%|████▎ | 200/469 [00:19<00:25, 10.44it/s, v_num=9, loss/train=0.156, alignment/train=0.0708, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 43%|████▎ | 201/469 [00:19<00:25, 10.46it/s, v_num=9, loss/train=0.156, alignment/train=0.0708, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 43%|████▎ | 201/469 [00:19<00:25, 10.46it/s, v_num=9, loss/train=0.141, alignment/train=0.0681, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 43%|████▎ | 202/469 [00:19<00:25, 10.45it/s, v_num=9, loss/train=0.141, alignment/train=0.0681, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 43%|████▎ | 202/469 [00:19<00:25, 10.45it/s, v_num=9, loss/train=0.156, alignment/train=0.0804, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 43%|████▎ | 203/469 [00:19<00:25, 10.46it/s, v_num=9, loss/train=0.156, alignment/train=0.0804, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 43%|████▎ | 203/469 [00:19<00:25, 10.46it/s, v_num=9, loss/train=0.146, alignment/train=0.0767, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 43%|████▎ | 204/469 [00:19<00:25, 10.46it/s, v_num=9, loss/train=0.146, alignment/train=0.0767, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 43%|████▎ | 204/469 [00:19<00:25, 10.46it/s, v_num=9, loss/train=0.140, alignment/train=0.0668, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 44%|████▎ | 205/469 [00:19<00:25, 10.46it/s, v_num=9, loss/train=0.140, alignment/train=0.0668, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 44%|████▎ | 205/469 [00:19<00:25, 10.46it/s, v_num=9, loss/train=0.142, alignment/train=0.0682, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 44%|████▍ | 206/469 [00:19<00:25, 10.48it/s, v_num=9, loss/train=0.142, alignment/train=0.0682, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 44%|████▍ | 206/469 [00:19<00:25, 10.48it/s, v_num=9, loss/train=0.188, alignment/train=0.0833, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 44%|████▍ | 207/469 [00:19<00:25, 10.46it/s, v_num=9, loss/train=0.188, alignment/train=0.0833, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 44%|████▍ | 207/469 [00:19<00:25, 10.46it/s, v_num=9, loss/train=0.163, alignment/train=0.0817, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 44%|████▍ | 208/469 [00:19<00:24, 10.48it/s, v_num=9, loss/train=0.163, alignment/train=0.0817, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 44%|████▍ | 208/469 [00:19<00:24, 10.48it/s, v_num=9, loss/train=0.188, alignment/train=0.0769, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 45%|████▍ | 209/469 [00:19<00:24, 10.50it/s, v_num=9, loss/train=0.188, alignment/train=0.0769, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 45%|████▍ | 209/469 [00:19<00:24, 10.50it/s, v_num=9, loss/train=0.150, alignment/train=0.080, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 45%|████▍ | 210/469 [00:19<00:24, 10.52it/s, v_num=9, loss/train=0.150, alignment/train=0.080, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 45%|████▍ | 210/469 [00:19<00:24, 10.52it/s, v_num=9, loss/train=0.180, alignment/train=0.0864, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 45%|████▍ | 211/469 [00:20<00:24, 10.54it/s, v_num=9, loss/train=0.180, alignment/train=0.0864, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 45%|████▍ | 211/469 [00:20<00:24, 10.53it/s, v_num=9, loss/train=0.164, alignment/train=0.0688, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 45%|████▌ | 212/469 [00:20<00:24, 10.53it/s, v_num=9, loss/train=0.164, alignment/train=0.0688, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 45%|████▌ | 212/469 [00:20<00:24, 10.53it/s, v_num=9, loss/train=0.213, alignment/train=0.0756, uniformity/train=-3.55, contrastive_acc/train=0.988, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 45%|████▌ | 213/469 [00:20<00:24, 10.51it/s, v_num=9, loss/train=0.213, alignment/train=0.0756, uniformity/train=-3.55, contrastive_acc/train=0.988, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 45%|████▌ | 213/469 [00:20<00:24, 10.50it/s, v_num=9, loss/train=0.223, alignment/train=0.0887, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 46%|████▌ | 214/469 [00:20<00:24, 10.48it/s, v_num=9, loss/train=0.223, alignment/train=0.0887, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 46%|████▌ | 214/469 [00:20<00:24, 10.48it/s, v_num=9, loss/train=0.148, alignment/train=0.0778, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 46%|████▌ | 215/469 [00:20<00:24, 10.48it/s, v_num=9, loss/train=0.148, alignment/train=0.0778, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 46%|████▌ | 215/469 [00:20<00:24, 10.48it/s, v_num=9, loss/train=0.180, alignment/train=0.0754, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 46%|████▌ | 216/469 [00:20<00:24, 10.50it/s, v_num=9, loss/train=0.180, alignment/train=0.0754, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 46%|████▌ | 216/469 [00:20<00:24, 10.50it/s, v_num=9, loss/train=0.178, alignment/train=0.082, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 46%|████▋ | 217/469 [00:20<00:23, 10.51it/s, v_num=9, loss/train=0.178, alignment/train=0.082, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 46%|████▋ | 217/469 [00:20<00:23, 10.51it/s, v_num=9, loss/train=0.162, alignment/train=0.0832, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 46%|████▋ | 218/469 [00:20<00:23, 10.49it/s, v_num=9, loss/train=0.162, alignment/train=0.0832, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 46%|████▋ | 218/469 [00:20<00:23, 10.49it/s, v_num=9, loss/train=0.177, alignment/train=0.0734, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 47%|████▋ | 219/469 [00:20<00:23, 10.51it/s, v_num=9, loss/train=0.177, alignment/train=0.0734, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 47%|████▋ | 219/469 [00:20<00:23, 10.51it/s, v_num=9, loss/train=0.166, alignment/train=0.0725, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 47%|████▋ | 220/469 [00:20<00:23, 10.53it/s, v_num=9, loss/train=0.166, alignment/train=0.0725, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 47%|████▋ | 220/469 [00:20<00:23, 10.53it/s, v_num=9, loss/train=0.190, alignment/train=0.0785, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 47%|████▋ | 221/469 [00:21<00:23, 10.50it/s, v_num=9, loss/train=0.190, alignment/train=0.0785, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 47%|████▋ | 221/469 [00:21<00:23, 10.50it/s, v_num=9, loss/train=0.156, alignment/train=0.0786, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 47%|████▋ | 222/469 [00:21<00:23, 10.51it/s, v_num=9, loss/train=0.156, alignment/train=0.0786, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 47%|████▋ | 222/469 [00:21<00:23, 10.51it/s, v_num=9, loss/train=0.173, alignment/train=0.080, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 48%|████▊ | 223/469 [00:21<00:23, 10.52it/s, v_num=9, loss/train=0.173, alignment/train=0.080, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 48%|████▊ | 223/469 [00:21<00:23, 10.52it/s, v_num=9, loss/train=0.162, alignment/train=0.0786, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 48%|████▊ | 224/469 [00:21<00:23, 10.54it/s, v_num=9, loss/train=0.162, alignment/train=0.0786, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 48%|████▊ | 224/469 [00:21<00:23, 10.54it/s, v_num=9, loss/train=0.176, alignment/train=0.0793, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 48%|████▊ | 225/469 [00:21<00:23, 10.54it/s, v_num=9, loss/train=0.176, alignment/train=0.0793, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 48%|████▊ | 225/469 [00:21<00:23, 10.54it/s, v_num=9, loss/train=0.173, alignment/train=0.0811, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 48%|████▊ | 226/469 [00:21<00:23, 10.52it/s, v_num=9, loss/train=0.173, alignment/train=0.0811, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 48%|████▊ | 226/469 [00:21<00:23, 10.51it/s, v_num=9, loss/train=0.155, alignment/train=0.074, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 48%|████▊ | 227/469 [00:21<00:23, 10.52it/s, v_num=9, loss/train=0.155, alignment/train=0.074, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 48%|████▊ | 227/469 [00:21<00:23, 10.52it/s, v_num=9, loss/train=0.187, alignment/train=0.0937, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 49%|████▊ | 228/469 [00:21<00:22, 10.53it/s, v_num=9, loss/train=0.187, alignment/train=0.0937, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 49%|████▊ | 228/469 [00:21<00:22, 10.53it/s, v_num=9, loss/train=0.181, alignment/train=0.0775, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 49%|████▉ | 229/469 [00:21<00:22, 10.55it/s, v_num=9, loss/train=0.181, alignment/train=0.0775, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 49%|████▉ | 229/469 [00:21<00:22, 10.55it/s, v_num=9, loss/train=0.164, alignment/train=0.0771, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 49%|████▉ | 230/469 [00:21<00:22, 10.56it/s, v_num=9, loss/train=0.164, alignment/train=0.0771, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 49%|████▉ | 230/469 [00:21<00:22, 10.56it/s, v_num=9, loss/train=0.166, alignment/train=0.0871, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 49%|████▉ | 231/469 [00:21<00:22, 10.56it/s, v_num=9, loss/train=0.166, alignment/train=0.0871, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 49%|████▉ | 231/469 [00:21<00:22, 10.56it/s, v_num=9, loss/train=0.191, alignment/train=0.077, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 49%|████▉ | 232/469 [00:21<00:22, 10.58it/s, v_num=9, loss/train=0.191, alignment/train=0.077, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 49%|████▉ | 232/469 [00:21<00:22, 10.58it/s, v_num=9, loss/train=0.201, alignment/train=0.0824, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 50%|████▉ | 233/469 [00:22<00:22, 10.57it/s, v_num=9, loss/train=0.201, alignment/train=0.0824, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 50%|████▉ | 233/469 [00:22<00:22, 10.57it/s, v_num=9, loss/train=0.177, alignment/train=0.085, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 50%|████▉ | 234/469 [00:22<00:22, 10.55it/s, v_num=9, loss/train=0.177, alignment/train=0.085, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 50%|████▉ | 234/469 [00:22<00:22, 10.55it/s, v_num=9, loss/train=0.160, alignment/train=0.0764, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 50%|█████ | 235/469 [00:22<00:22, 10.54it/s, v_num=9, loss/train=0.160, alignment/train=0.0764, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 50%|█████ | 235/469 [00:22<00:22, 10.54it/s, v_num=9, loss/train=0.150, alignment/train=0.067, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 50%|█████ | 236/469 [00:22<00:22, 10.55it/s, v_num=9, loss/train=0.150, alignment/train=0.067, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 50%|█████ | 236/469 [00:22<00:22, 10.55it/s, v_num=9, loss/train=0.151, alignment/train=0.0703, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 51%|█████ | 237/469 [00:22<00:21, 10.57it/s, v_num=9, loss/train=0.151, alignment/train=0.0703, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 51%|█████ | 237/469 [00:22<00:21, 10.57it/s, v_num=9, loss/train=0.157, alignment/train=0.0769, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 51%|█████ | 238/469 [00:22<00:21, 10.54it/s, v_num=9, loss/train=0.157, alignment/train=0.0769, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 51%|█████ | 238/469 [00:22<00:21, 10.54it/s, v_num=9, loss/train=0.170, alignment/train=0.0898, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 51%|█████ | 239/469 [00:22<00:21, 10.55it/s, v_num=9, loss/train=0.170, alignment/train=0.0898, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 51%|█████ | 239/469 [00:22<00:21, 10.55it/s, v_num=9, loss/train=0.248, alignment/train=0.101, uniformity/train=-3.55, contrastive_acc/train=0.988, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 51%|█████ | 240/469 [00:22<00:21, 10.57it/s, v_num=9, loss/train=0.248, alignment/train=0.101, uniformity/train=-3.55, contrastive_acc/train=0.988, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 51%|█████ | 240/469 [00:22<00:21, 10.57it/s, v_num=9, loss/train=0.143, alignment/train=0.0743, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 51%|█████▏ | 241/469 [00:22<00:21, 10.58it/s, v_num=9, loss/train=0.143, alignment/train=0.0743, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 51%|█████▏ | 241/469 [00:22<00:21, 10.57it/s, v_num=9, loss/train=0.191, alignment/train=0.0789, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 52%|█████▏ | 242/469 [00:22<00:21, 10.56it/s, v_num=9, loss/train=0.191, alignment/train=0.0789, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 52%|█████▏ | 242/469 [00:22<00:21, 10.56it/s, v_num=9, loss/train=0.164, alignment/train=0.074, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 52%|█████▏ | 243/469 [00:22<00:21, 10.57it/s, v_num=9, loss/train=0.164, alignment/train=0.074, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 52%|█████▏ | 243/469 [00:22<00:21, 10.57it/s, v_num=9, loss/train=0.148, alignment/train=0.0768, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 52%|█████▏ | 244/469 [00:23<00:21, 10.58it/s, v_num=9, loss/train=0.148, alignment/train=0.0768, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 52%|█████▏ | 244/469 [00:23<00:21, 10.58it/s, v_num=9, loss/train=0.169, alignment/train=0.0783, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 52%|█████▏ | 245/469 [00:23<00:21, 10.59it/s, v_num=9, loss/train=0.169, alignment/train=0.0783, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 52%|█████▏ | 245/469 [00:23<00:21, 10.59it/s, v_num=9, loss/train=0.161, alignment/train=0.0779, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 52%|█████▏ | 246/469 [00:23<00:21, 10.61it/s, v_num=9, loss/train=0.161, alignment/train=0.0779, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 52%|█████▏ | 246/469 [00:23<00:21, 10.61it/s, v_num=9, loss/train=0.172, alignment/train=0.0823, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 53%|█████▎ | 247/469 [00:23<00:20, 10.61it/s, v_num=9, loss/train=0.172, alignment/train=0.0823, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 53%|█████▎ | 247/469 [00:23<00:20, 10.61it/s, v_num=9, loss/train=0.187, alignment/train=0.078, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 53%|█████▎ | 248/469 [00:23<00:20, 10.56it/s, v_num=9, loss/train=0.187, alignment/train=0.078, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 53%|█████▎ | 248/469 [00:23<00:20, 10.56it/s, v_num=9, loss/train=0.194, alignment/train=0.0771, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 53%|█████▎ | 249/469 [00:23<00:20, 10.58it/s, v_num=9, loss/train=0.194, alignment/train=0.0771, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 53%|█████▎ | 249/469 [00:23<00:20, 10.58it/s, v_num=9, loss/train=0.152, alignment/train=0.0729, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 53%|█████▎ | 250/469 [00:23<00:20, 10.60it/s, v_num=9, loss/train=0.152, alignment/train=0.0729, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 53%|█████▎ | 250/469 [00:23<00:20, 10.60it/s, v_num=9, loss/train=0.178, alignment/train=0.0717, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 54%|█████▎ | 251/469 [00:23<00:20, 10.61it/s, v_num=9, loss/train=0.178, alignment/train=0.0717, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 54%|█████▎ | 251/469 [00:23<00:20, 10.61it/s, v_num=9, loss/train=0.153, alignment/train=0.0761, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 54%|█████▎ | 252/469 [00:23<00:20, 10.61it/s, v_num=9, loss/train=0.153, alignment/train=0.0761, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 54%|█████▎ | 252/469 [00:23<00:20, 10.61it/s, v_num=9, loss/train=0.151, alignment/train=0.0778, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 54%|█████▍ | 253/469 [00:23<00:20, 10.58it/s, v_num=9, loss/train=0.151, alignment/train=0.0778, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 54%|█████▍ | 253/469 [00:23<00:20, 10.58it/s, v_num=9, loss/train=0.183, alignment/train=0.0784, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 54%|█████▍ | 254/469 [00:23<00:20, 10.60it/s, v_num=9, loss/train=0.183, alignment/train=0.0784, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 54%|█████▍ | 254/469 [00:23<00:20, 10.60it/s, v_num=9, loss/train=0.172, alignment/train=0.0696, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 54%|█████▍ | 255/469 [00:24<00:20, 10.61it/s, v_num=9, loss/train=0.172, alignment/train=0.0696, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 54%|█████▍ | 255/469 [00:24<00:20, 10.61it/s, v_num=9, loss/train=0.177, alignment/train=0.0782, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 55%|█████▍ | 256/469 [00:24<00:20, 10.63it/s, v_num=9, loss/train=0.177, alignment/train=0.0782, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 55%|█████▍ | 256/469 [00:24<00:20, 10.63it/s, v_num=9, loss/train=0.166, alignment/train=0.062, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 55%|█████▍ | 257/469 [00:24<00:19, 10.64it/s, v_num=9, loss/train=0.166, alignment/train=0.062, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 55%|█████▍ | 257/469 [00:24<00:19, 10.64it/s, v_num=9, loss/train=0.153, alignment/train=0.0755, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 55%|█████▌ | 258/469 [00:24<00:19, 10.59it/s, v_num=9, loss/train=0.153, alignment/train=0.0755, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 55%|█████▌ | 258/469 [00:24<00:19, 10.59it/s, v_num=9, loss/train=0.145, alignment/train=0.075, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 55%|█████▌ | 259/469 [00:24<00:19, 10.61it/s, v_num=9, loss/train=0.145, alignment/train=0.075, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 55%|█████▌ | 259/469 [00:24<00:19, 10.61it/s, v_num=9, loss/train=0.184, alignment/train=0.0776, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 55%|█████▌ | 260/469 [00:24<00:19, 10.62it/s, v_num=9, loss/train=0.184, alignment/train=0.0776, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 55%|█████▌ | 260/469 [00:24<00:19, 10.62it/s, v_num=9, loss/train=0.191, alignment/train=0.0769, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 56%|█████▌ | 261/469 [00:24<00:19, 10.62it/s, v_num=9, loss/train=0.191, alignment/train=0.0769, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 56%|█████▌ | 261/469 [00:24<00:19, 10.62it/s, v_num=9, loss/train=0.153, alignment/train=0.073, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 56%|█████▌ | 262/469 [00:24<00:19, 10.62it/s, v_num=9, loss/train=0.153, alignment/train=0.073, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 56%|█████▌ | 262/469 [00:24<00:19, 10.62it/s, v_num=9, loss/train=0.170, alignment/train=0.0821, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 56%|█████▌ | 263/469 [00:24<00:19, 10.62it/s, v_num=9, loss/train=0.170, alignment/train=0.0821, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 56%|█████▌ | 263/469 [00:24<00:19, 10.62it/s, v_num=9, loss/train=0.180, alignment/train=0.0766, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 56%|█████▋ | 264/469 [00:24<00:19, 10.61it/s, v_num=9, loss/train=0.180, alignment/train=0.0766, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 56%|█████▋ | 264/469 [00:24<00:19, 10.61it/s, v_num=9, loss/train=0.151, alignment/train=0.0807, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 57%|█████▋ | 265/469 [00:24<00:19, 10.62it/s, v_num=9, loss/train=0.151, alignment/train=0.0807, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 57%|█████▋ | 265/469 [00:24<00:19, 10.62it/s, v_num=9, loss/train=0.208, alignment/train=0.0915, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 57%|█████▋ | 266/469 [00:25<00:19, 10.63it/s, v_num=9, loss/train=0.208, alignment/train=0.0915, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 57%|█████▋ | 266/469 [00:25<00:19, 10.63it/s, v_num=9, loss/train=0.162, alignment/train=0.0704, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 57%|█████▋ | 267/469 [00:25<00:18, 10.63it/s, v_num=9, loss/train=0.162, alignment/train=0.0704, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 57%|█████▋ | 267/469 [00:25<00:18, 10.63it/s, v_num=9, loss/train=0.179, alignment/train=0.0748, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 57%|█████▋ | 268/469 [00:25<00:18, 10.64it/s, v_num=9, loss/train=0.179, alignment/train=0.0748, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 57%|█████▋ | 268/469 [00:25<00:18, 10.64it/s, v_num=9, loss/train=0.182, alignment/train=0.0859, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 57%|█████▋ | 269/469 [00:25<00:18, 10.65it/s, v_num=9, loss/train=0.182, alignment/train=0.0859, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 57%|█████▋ | 269/469 [00:25<00:18, 10.65it/s, v_num=9, loss/train=0.158, alignment/train=0.0768, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 58%|█████▊ | 270/469 [00:25<00:18, 10.66it/s, v_num=9, loss/train=0.158, alignment/train=0.0768, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 58%|█████▊ | 270/469 [00:25<00:18, 10.66it/s, v_num=9, loss/train=0.198, alignment/train=0.071, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 58%|█████▊ | 271/469 [00:25<00:18, 10.65it/s, v_num=9, loss/train=0.198, alignment/train=0.071, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 58%|█████▊ | 271/469 [00:25<00:18, 10.65it/s, v_num=9, loss/train=0.172, alignment/train=0.0751, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 58%|█████▊ | 272/469 [00:25<00:18, 10.67it/s, v_num=9, loss/train=0.172, alignment/train=0.0751, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 58%|█████▊ | 272/469 [00:25<00:18, 10.67it/s, v_num=9, loss/train=0.161, alignment/train=0.0823, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 58%|█████▊ | 273/469 [00:25<00:18, 10.65it/s, v_num=9, loss/train=0.161, alignment/train=0.0823, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 58%|█████▊ | 273/469 [00:25<00:18, 10.65it/s, v_num=9, loss/train=0.218, alignment/train=0.0711, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 58%|█████▊ | 274/469 [00:25<00:18, 10.66it/s, v_num=9, loss/train=0.218, alignment/train=0.0711, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 58%|█████▊ | 274/469 [00:25<00:18, 10.66it/s, v_num=9, loss/train=0.168, alignment/train=0.0709, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 59%|█████▊ | 275/469 [00:25<00:18, 10.65it/s, v_num=9, loss/train=0.168, alignment/train=0.0709, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 59%|█████▊ | 275/469 [00:25<00:18, 10.65it/s, v_num=9, loss/train=0.167, alignment/train=0.0807, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 59%|█████▉ | 276/469 [00:25<00:18, 10.67it/s, v_num=9, loss/train=0.167, alignment/train=0.0807, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 59%|█████▉ | 276/469 [00:25<00:18, 10.67it/s, v_num=9, loss/train=0.158, alignment/train=0.0806, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 59%|█████▉ | 277/469 [00:25<00:18, 10.66it/s, v_num=9, loss/train=0.158, alignment/train=0.0806, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 59%|█████▉ | 277/469 [00:25<00:18, 10.66it/s, v_num=9, loss/train=0.128, alignment/train=0.071, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 59%|█████▉ | 278/469 [00:26<00:17, 10.68it/s, v_num=9, loss/train=0.128, alignment/train=0.071, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 59%|█████▉ | 278/469 [00:26<00:17, 10.68it/s, v_num=9, loss/train=0.148, alignment/train=0.0714, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 59%|█████▉ | 279/469 [00:26<00:17, 10.69it/s, v_num=9, loss/train=0.148, alignment/train=0.0714, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 59%|█████▉ | 279/469 [00:26<00:17, 10.68it/s, v_num=9, loss/train=0.180, alignment/train=0.0776, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 60%|█████▉ | 280/469 [00:26<00:17, 10.68it/s, v_num=9, loss/train=0.180, alignment/train=0.0776, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 60%|█████▉ | 280/469 [00:26<00:17, 10.68it/s, v_num=9, loss/train=0.205, alignment/train=0.0866, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 60%|█████▉ | 281/469 [00:26<00:17, 10.69it/s, v_num=9, loss/train=0.205, alignment/train=0.0866, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 60%|█████▉ | 281/469 [00:26<00:17, 10.69it/s, v_num=9, loss/train=0.184, alignment/train=0.0852, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 60%|██████ | 282/469 [00:26<00:17, 10.71it/s, v_num=9, loss/train=0.184, alignment/train=0.0852, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 60%|██████ | 282/469 [00:26<00:17, 10.71it/s, v_num=9, loss/train=0.146, alignment/train=0.0727, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 60%|██████ | 283/469 [00:26<00:17, 10.70it/s, v_num=9, loss/train=0.146, alignment/train=0.0727, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 60%|██████ | 283/469 [00:26<00:17, 10.70it/s, v_num=9, loss/train=0.156, alignment/train=0.0793, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 61%|██████ | 284/469 [00:26<00:17, 10.69it/s, v_num=9, loss/train=0.156, alignment/train=0.0793, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 61%|██████ | 284/469 [00:26<00:17, 10.69it/s, v_num=9, loss/train=0.192, alignment/train=0.0785, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 61%|██████ | 285/469 [00:26<00:17, 10.68it/s, v_num=9, loss/train=0.192, alignment/train=0.0785, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 61%|██████ | 285/469 [00:26<00:17, 10.68it/s, v_num=9, loss/train=0.166, alignment/train=0.0872, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 61%|██████ | 286/469 [00:26<00:17, 10.69it/s, v_num=9, loss/train=0.166, alignment/train=0.0872, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 61%|██████ | 286/469 [00:26<00:17, 10.69it/s, v_num=9, loss/train=0.156, alignment/train=0.0773, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 61%|██████ | 287/469 [00:26<00:17, 10.70it/s, v_num=9, loss/train=0.156, alignment/train=0.0773, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 61%|██████ | 287/469 [00:26<00:17, 10.70it/s, v_num=9, loss/train=0.134, alignment/train=0.066, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 61%|██████▏ | 288/469 [00:26<00:16, 10.72it/s, v_num=9, loss/train=0.134, alignment/train=0.066, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 61%|██████▏ | 288/469 [00:26<00:16, 10.72it/s, v_num=9, loss/train=0.156, alignment/train=0.0695, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 62%|██████▏ | 289/469 [00:26<00:16, 10.71it/s, v_num=9, loss/train=0.156, alignment/train=0.0695, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 62%|██████▏ | 289/469 [00:26<00:16, 10.71it/s, v_num=9, loss/train=0.182, alignment/train=0.0769, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 62%|██████▏ | 290/469 [00:27<00:16, 10.71it/s, v_num=9, loss/train=0.182, alignment/train=0.0769, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 62%|██████▏ | 290/469 [00:27<00:16, 10.71it/s, v_num=9, loss/train=0.160, alignment/train=0.0876, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 62%|██████▏ | 291/469 [00:27<00:16, 10.71it/s, v_num=9, loss/train=0.160, alignment/train=0.0876, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 62%|██████▏ | 291/469 [00:27<00:16, 10.71it/s, v_num=9, loss/train=0.172, alignment/train=0.0808, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 62%|██████▏ | 292/469 [00:27<00:16, 10.72it/s, v_num=9, loss/train=0.172, alignment/train=0.0808, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 62%|██████▏ | 292/469 [00:27<00:16, 10.72it/s, v_num=9, loss/train=0.191, alignment/train=0.0844, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 62%|██████▏ | 293/469 [00:27<00:16, 10.72it/s, v_num=9, loss/train=0.191, alignment/train=0.0844, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 62%|██████▏ | 293/469 [00:27<00:16, 10.72it/s, v_num=9, loss/train=0.151, alignment/train=0.0744, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 63%|██████▎ | 294/469 [00:27<00:16, 10.71it/s, v_num=9, loss/train=0.151, alignment/train=0.0744, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 63%|██████▎ | 294/469 [00:27<00:16, 10.71it/s, v_num=9, loss/train=0.161, alignment/train=0.0754, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 63%|██████▎ | 295/469 [00:27<00:16, 10.71it/s, v_num=9, loss/train=0.161, alignment/train=0.0754, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 63%|██████▎ | 295/469 [00:27<00:16, 10.71it/s, v_num=9, loss/train=0.150, alignment/train=0.0683, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 63%|██████▎ | 296/469 [00:27<00:16, 10.70it/s, v_num=9, loss/train=0.150, alignment/train=0.0683, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 63%|██████▎ | 296/469 [00:27<00:16, 10.70it/s, v_num=9, loss/train=0.174, alignment/train=0.0719, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 63%|██████▎ | 297/469 [00:27<00:16, 10.71it/s, v_num=9, loss/train=0.174, alignment/train=0.0719, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 63%|██████▎ | 297/469 [00:27<00:16, 10.70it/s, v_num=9, loss/train=0.171, alignment/train=0.0782, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 64%|██████▎ | 298/469 [00:27<00:15, 10.71it/s, v_num=9, loss/train=0.171, alignment/train=0.0782, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 64%|██████▎ | 298/469 [00:27<00:15, 10.71it/s, v_num=9, loss/train=0.157, alignment/train=0.0821, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 64%|██████▍ | 299/469 [00:27<00:15, 10.70it/s, v_num=9, loss/train=0.157, alignment/train=0.0821, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 64%|██████▍ | 299/469 [00:27<00:15, 10.70it/s, v_num=9, loss/train=0.181, alignment/train=0.0763, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 64%|██████▍ | 300/469 [00:27<00:15, 10.72it/s, v_num=9, loss/train=0.181, alignment/train=0.0763, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 64%|██████▍ | 300/469 [00:27<00:15, 10.72it/s, v_num=9, loss/train=0.144, alignment/train=0.0773, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 64%|██████▍ | 301/469 [00:28<00:15, 10.73it/s, v_num=9, loss/train=0.144, alignment/train=0.0773, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 64%|██████▍ | 301/469 [00:28<00:15, 10.73it/s, v_num=9, loss/train=0.200, alignment/train=0.0806, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 64%|██████▍ | 302/469 [00:28<00:15, 10.74it/s, v_num=9, loss/train=0.200, alignment/train=0.0806, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 64%|██████▍ | 302/469 [00:28<00:15, 10.74it/s, v_num=9, loss/train=0.143, alignment/train=0.070, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 65%|██████▍ | 303/469 [00:28<00:15, 10.75it/s, v_num=9, loss/train=0.143, alignment/train=0.070, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 65%|██████▍ | 303/469 [00:28<00:15, 10.75it/s, v_num=9, loss/train=0.171, alignment/train=0.0782, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 65%|██████▍ | 304/469 [00:28<00:15, 10.74it/s, v_num=9, loss/train=0.171, alignment/train=0.0782, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 65%|██████▍ | 304/469 [00:28<00:15, 10.74it/s, v_num=9, loss/train=0.181, alignment/train=0.0766, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 65%|██████▌ | 305/469 [00:28<00:15, 10.73it/s, v_num=9, loss/train=0.181, alignment/train=0.0766, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 65%|██████▌ | 305/469 [00:28<00:15, 10.73it/s, v_num=9, loss/train=0.200, alignment/train=0.0786, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 65%|██████▌ | 306/469 [00:28<00:15, 10.70it/s, v_num=9, loss/train=0.200, alignment/train=0.0786, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 65%|██████▌ | 306/469 [00:28<00:15, 10.70it/s, v_num=9, loss/train=0.138, alignment/train=0.0663, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 65%|██████▌ | 307/469 [00:28<00:15, 10.72it/s, v_num=9, loss/train=0.138, alignment/train=0.0663, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 65%|██████▌ | 307/469 [00:28<00:15, 10.72it/s, v_num=9, loss/train=0.168, alignment/train=0.0698, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 66%|██████▌ | 308/469 [00:28<00:15, 10.72it/s, v_num=9, loss/train=0.168, alignment/train=0.0698, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 66%|██████▌ | 308/469 [00:28<00:15, 10.72it/s, v_num=9, loss/train=0.166, alignment/train=0.0787, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 66%|██████▌ | 309/469 [00:28<00:14, 10.73it/s, v_num=9, loss/train=0.166, alignment/train=0.0787, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 66%|██████▌ | 309/469 [00:28<00:14, 10.73it/s, v_num=9, loss/train=0.179, alignment/train=0.0805, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 66%|██████▌ | 310/469 [00:28<00:14, 10.73it/s, v_num=9, loss/train=0.179, alignment/train=0.0805, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 66%|██████▌ | 310/469 [00:28<00:14, 10.73it/s, v_num=9, loss/train=0.188, alignment/train=0.0829, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 66%|██████▋ | 311/469 [00:29<00:14, 10.72it/s, v_num=9, loss/train=0.188, alignment/train=0.0829, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 66%|██████▋ | 311/469 [00:29<00:14, 10.72it/s, v_num=9, loss/train=0.149, alignment/train=0.0824, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 67%|██████▋ | 312/469 [00:29<00:14, 10.71it/s, v_num=9, loss/train=0.149, alignment/train=0.0824, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 67%|██████▋ | 312/469 [00:29<00:14, 10.71it/s, v_num=9, loss/train=0.160, alignment/train=0.069, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 67%|██████▋ | 313/469 [00:29<00:14, 10.73it/s, v_num=9, loss/train=0.160, alignment/train=0.069, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 67%|██████▋ | 313/469 [00:29<00:14, 10.72it/s, v_num=9, loss/train=0.145, alignment/train=0.0736, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 67%|██████▋ | 314/469 [00:29<00:14, 10.74it/s, v_num=9, loss/train=0.145, alignment/train=0.0736, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 67%|██████▋ | 314/469 [00:29<00:14, 10.74it/s, v_num=9, loss/train=0.157, alignment/train=0.0789, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 67%|██████▋ | 315/469 [00:29<00:14, 10.73it/s, v_num=9, loss/train=0.157, alignment/train=0.0789, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 67%|██████▋ | 315/469 [00:29<00:14, 10.73it/s, v_num=9, loss/train=0.178, alignment/train=0.0862, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 67%|██████▋ | 316/469 [00:29<00:14, 10.72it/s, v_num=9, loss/train=0.178, alignment/train=0.0862, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 67%|██████▋ | 316/469 [00:29<00:14, 10.72it/s, v_num=9, loss/train=0.194, alignment/train=0.0854, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 68%|██████▊ | 317/469 [00:29<00:14, 10.73it/s, v_num=9, loss/train=0.194, alignment/train=0.0854, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 68%|██████▊ | 317/469 [00:29<00:14, 10.73it/s, v_num=9, loss/train=0.187, alignment/train=0.084, uniformity/train=-3.56, contrastive_acc/train=0.988, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 68%|██████▊ | 318/469 [00:29<00:14, 10.72it/s, v_num=9, loss/train=0.187, alignment/train=0.084, uniformity/train=-3.56, contrastive_acc/train=0.988, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 68%|██████▊ | 318/469 [00:29<00:14, 10.72it/s, v_num=9, loss/train=0.157, alignment/train=0.0833, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 68%|██████▊ | 319/469 [00:29<00:13, 10.73it/s, v_num=9, loss/train=0.157, alignment/train=0.0833, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 68%|██████▊ | 319/469 [00:29<00:13, 10.73it/s, v_num=9, loss/train=0.169, alignment/train=0.0872, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 68%|██████▊ | 320/469 [00:29<00:13, 10.74it/s, v_num=9, loss/train=0.169, alignment/train=0.0872, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 68%|██████▊ | 320/469 [00:29<00:13, 10.74it/s, v_num=9, loss/train=0.155, alignment/train=0.0772, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 68%|██████▊ | 321/469 [00:29<00:13, 10.74it/s, v_num=9, loss/train=0.155, alignment/train=0.0772, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 68%|██████▊ | 321/469 [00:29<00:13, 10.74it/s, v_num=9, loss/train=0.189, alignment/train=0.0753, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 69%|██████▊ | 322/469 [00:29<00:13, 10.74it/s, v_num=9, loss/train=0.189, alignment/train=0.0753, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 69%|██████▊ | 322/469 [00:29<00:13, 10.74it/s, v_num=9, loss/train=0.148, alignment/train=0.071, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 69%|██████▉ | 323/469 [00:30<00:13, 10.75it/s, v_num=9, loss/train=0.148, alignment/train=0.071, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 69%|██████▉ | 323/469 [00:30<00:13, 10.75it/s, v_num=9, loss/train=0.201, alignment/train=0.0939, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 69%|██████▉ | 324/469 [00:30<00:13, 10.76it/s, v_num=9, loss/train=0.201, alignment/train=0.0939, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 69%|██████▉ | 324/469 [00:30<00:13, 10.76it/s, v_num=9, loss/train=0.144, alignment/train=0.0717, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 69%|██████▉ | 325/469 [00:30<00:13, 10.74it/s, v_num=9, loss/train=0.144, alignment/train=0.0717, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 69%|██████▉ | 325/469 [00:30<00:13, 10.74it/s, v_num=9, loss/train=0.162, alignment/train=0.0811, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 70%|██████▉ | 326/469 [00:30<00:13, 10.73it/s, v_num=9, loss/train=0.162, alignment/train=0.0811, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 70%|██████▉ | 326/469 [00:30<00:13, 10.73it/s, v_num=9, loss/train=0.172, alignment/train=0.0709, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 70%|██████▉ | 327/469 [00:30<00:13, 10.75it/s, v_num=9, loss/train=0.172, alignment/train=0.0709, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 70%|██████▉ | 327/469 [00:30<00:13, 10.75it/s, v_num=9, loss/train=0.160, alignment/train=0.0745, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 70%|██████▉ | 328/469 [00:30<00:13, 10.76it/s, v_num=9, loss/train=0.160, alignment/train=0.0745, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 70%|██████▉ | 328/469 [00:30<00:13, 10.76it/s, v_num=9, loss/train=0.163, alignment/train=0.0783, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 70%|███████ | 329/469 [00:30<00:13, 10.75it/s, v_num=9, loss/train=0.163, alignment/train=0.0783, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 70%|███████ | 329/469 [00:30<00:13, 10.75it/s, v_num=9, loss/train=0.193, alignment/train=0.0821, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 70%|███████ | 330/469 [00:30<00:12, 10.74it/s, v_num=9, loss/train=0.193, alignment/train=0.0821, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 70%|███████ | 330/469 [00:30<00:12, 10.74it/s, v_num=9, loss/train=0.153, alignment/train=0.0734, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 71%|███████ | 331/469 [00:30<00:12, 10.75it/s, v_num=9, loss/train=0.153, alignment/train=0.0734, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 71%|███████ | 331/469 [00:30<00:12, 10.75it/s, v_num=9, loss/train=0.183, alignment/train=0.0887, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 71%|███████ | 332/469 [00:30<00:12, 10.76it/s, v_num=9, loss/train=0.183, alignment/train=0.0887, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 71%|███████ | 332/469 [00:30<00:12, 10.76it/s, v_num=9, loss/train=0.173, alignment/train=0.0737, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 71%|███████ | 333/469 [00:30<00:12, 10.78it/s, v_num=9, loss/train=0.173, alignment/train=0.0737, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 71%|███████ | 333/469 [00:30<00:12, 10.78it/s, v_num=9, loss/train=0.188, alignment/train=0.0872, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 71%|███████ | 334/469 [00:30<00:12, 10.78it/s, v_num=9, loss/train=0.188, alignment/train=0.0872, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 71%|███████ | 334/469 [00:30<00:12, 10.78it/s, v_num=9, loss/train=0.204, alignment/train=0.0737, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 71%|███████▏ | 335/469 [00:31<00:12, 10.76it/s, v_num=9, loss/train=0.204, alignment/train=0.0737, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 71%|███████▏ | 335/469 [00:31<00:12, 10.76it/s, v_num=9, loss/train=0.159, alignment/train=0.0847, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 72%|███████▏ | 336/469 [00:31<00:12, 10.76it/s, v_num=9, loss/train=0.159, alignment/train=0.0847, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 72%|███████▏ | 336/469 [00:31<00:12, 10.76it/s, v_num=9, loss/train=0.155, alignment/train=0.0733, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 72%|███████▏ | 337/469 [00:31<00:12, 10.76it/s, v_num=9, loss/train=0.155, alignment/train=0.0733, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 72%|███████▏ | 337/469 [00:31<00:12, 10.76it/s, v_num=9, loss/train=0.152, alignment/train=0.0743, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 72%|███████▏ | 338/469 [00:31<00:12, 10.76it/s, v_num=9, loss/train=0.152, alignment/train=0.0743, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 72%|███████▏ | 338/469 [00:31<00:12, 10.76it/s, v_num=9, loss/train=0.169, alignment/train=0.0829, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 72%|███████▏ | 339/469 [00:31<00:12, 10.77it/s, v_num=9, loss/train=0.169, alignment/train=0.0829, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 72%|███████▏ | 339/469 [00:31<00:12, 10.77it/s, v_num=9, loss/train=0.161, alignment/train=0.0828, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 72%|███████▏ | 340/469 [00:31<00:11, 10.77it/s, v_num=9, loss/train=0.161, alignment/train=0.0828, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 72%|███████▏ | 340/469 [00:31<00:11, 10.77it/s, v_num=9, loss/train=0.165, alignment/train=0.0767, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 73%|███████▎ | 341/469 [00:31<00:11, 10.78it/s, v_num=9, loss/train=0.165, alignment/train=0.0767, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 73%|███████▎ | 341/469 [00:31<00:11, 10.78it/s, v_num=9, loss/train=0.157, alignment/train=0.0718, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 73%|███████▎ | 342/469 [00:31<00:11, 10.78it/s, v_num=9, loss/train=0.157, alignment/train=0.0718, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 73%|███████▎ | 342/469 [00:31<00:11, 10.78it/s, v_num=9, loss/train=0.176, alignment/train=0.0782, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 73%|███████▎ | 343/469 [00:31<00:11, 10.77it/s, v_num=9, loss/train=0.176, alignment/train=0.0782, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 73%|███████▎ | 343/469 [00:31<00:11, 10.77it/s, v_num=9, loss/train=0.151, alignment/train=0.0756, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 73%|███████▎ | 344/469 [00:31<00:11, 10.76it/s, v_num=9, loss/train=0.151, alignment/train=0.0756, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 73%|███████▎ | 344/469 [00:31<00:11, 10.76it/s, v_num=9, loss/train=0.185, alignment/train=0.0751, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 74%|███████▎ | 345/469 [00:32<00:11, 10.77it/s, v_num=9, loss/train=0.185, alignment/train=0.0751, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 74%|███████▎ | 345/469 [00:32<00:11, 10.77it/s, v_num=9, loss/train=0.197, alignment/train=0.0844, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 74%|███████▍ | 346/469 [00:32<00:11, 10.78it/s, v_num=9, loss/train=0.197, alignment/train=0.0844, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 74%|███████▍ | 346/469 [00:32<00:11, 10.77it/s, v_num=9, loss/train=0.163, alignment/train=0.0733, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 74%|███████▍ | 347/469 [00:32<00:11, 10.79it/s, v_num=9, loss/train=0.163, alignment/train=0.0733, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 74%|███████▍ | 347/469 [00:32<00:11, 10.79it/s, v_num=9, loss/train=0.179, alignment/train=0.0868, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 74%|███████▍ | 348/469 [00:32<00:11, 10.78it/s, v_num=9, loss/train=0.179, alignment/train=0.0868, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 74%|███████▍ | 348/469 [00:32<00:11, 10.78it/s, v_num=9, loss/train=0.160, alignment/train=0.074, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 74%|███████▍ | 349/469 [00:32<00:11, 10.79it/s, v_num=9, loss/train=0.160, alignment/train=0.074, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 74%|███████▍ | 349/469 [00:32<00:11, 10.79it/s, v_num=9, loss/train=0.169, alignment/train=0.0782, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 75%|███████▍ | 350/469 [00:32<00:11, 10.80it/s, v_num=9, loss/train=0.169, alignment/train=0.0782, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 75%|███████▍ | 350/469 [00:32<00:11, 10.80it/s, v_num=9, loss/train=0.163, alignment/train=0.084, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 75%|███████▍ | 351/469 [00:32<00:10, 10.81it/s, v_num=9, loss/train=0.163, alignment/train=0.084, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 75%|███████▍ | 351/469 [00:32<00:10, 10.81it/s, v_num=9, loss/train=0.173, alignment/train=0.0762, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 75%|███████▌ | 352/469 [00:32<00:10, 10.81it/s, v_num=9, loss/train=0.173, alignment/train=0.0762, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 75%|███████▌ | 352/469 [00:32<00:10, 10.81it/s, v_num=9, loss/train=0.149, alignment/train=0.0717, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 75%|███████▌ | 353/469 [00:32<00:10, 10.80it/s, v_num=9, loss/train=0.149, alignment/train=0.0717, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 75%|███████▌ | 353/469 [00:32<00:10, 10.80it/s, v_num=9, loss/train=0.147, alignment/train=0.0647, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 75%|███████▌ | 354/469 [00:32<00:10, 10.80it/s, v_num=9, loss/train=0.147, alignment/train=0.0647, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 75%|███████▌ | 354/469 [00:32<00:10, 10.80it/s, v_num=9, loss/train=0.153, alignment/train=0.0701, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 76%|███████▌ | 355/469 [00:32<00:10, 10.79it/s, v_num=9, loss/train=0.153, alignment/train=0.0701, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 76%|███████▌ | 355/469 [00:32<00:10, 10.79it/s, v_num=9, loss/train=0.166, alignment/train=0.0925, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 76%|███████▌ | 356/469 [00:32<00:10, 10.79it/s, v_num=9, loss/train=0.166, alignment/train=0.0925, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 76%|███████▌ | 356/469 [00:32<00:10, 10.79it/s, v_num=9, loss/train=0.171, alignment/train=0.0686, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 76%|███████▌ | 357/469 [00:33<00:10, 10.79it/s, v_num=9, loss/train=0.171, alignment/train=0.0686, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 76%|███████▌ | 357/469 [00:33<00:10, 10.79it/s, v_num=9, loss/train=0.175, alignment/train=0.0748, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 76%|███████▋ | 358/469 [00:33<00:10, 10.81it/s, v_num=9, loss/train=0.175, alignment/train=0.0748, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 76%|███████▋ | 358/469 [00:33<00:10, 10.81it/s, v_num=9, loss/train=0.143, alignment/train=0.0715, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 77%|███████▋ | 359/469 [00:33<00:10, 10.80it/s, v_num=9, loss/train=0.143, alignment/train=0.0715, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 77%|███████▋ | 359/469 [00:33<00:10, 10.80it/s, v_num=9, loss/train=0.159, alignment/train=0.0807, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 77%|███████▋ | 360/469 [00:33<00:10, 10.80it/s, v_num=9, loss/train=0.159, alignment/train=0.0807, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 77%|███████▋ | 360/469 [00:33<00:10, 10.80it/s, v_num=9, loss/train=0.160, alignment/train=0.0761, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 77%|███████▋ | 361/469 [00:33<00:10, 10.80it/s, v_num=9, loss/train=0.160, alignment/train=0.0761, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 77%|███████▋ | 361/469 [00:33<00:10, 10.80it/s, v_num=9, loss/train=0.198, alignment/train=0.080, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 77%|███████▋ | 362/469 [00:33<00:09, 10.80it/s, v_num=9, loss/train=0.198, alignment/train=0.080, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 77%|███████▋ | 362/469 [00:33<00:09, 10.80it/s, v_num=9, loss/train=0.170, alignment/train=0.0765, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 77%|███████▋ | 363/469 [00:33<00:09, 10.81it/s, v_num=9, loss/train=0.170, alignment/train=0.0765, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 77%|███████▋ | 363/469 [00:33<00:09, 10.80it/s, v_num=9, loss/train=0.197, alignment/train=0.0805, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 78%|███████▊ | 364/469 [00:33<00:09, 10.81it/s, v_num=9, loss/train=0.197, alignment/train=0.0805, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 78%|███████▊ | 364/469 [00:33<00:09, 10.81it/s, v_num=9, loss/train=0.158, alignment/train=0.0808, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 78%|███████▊ | 365/469 [00:33<00:09, 10.82it/s, v_num=9, loss/train=0.158, alignment/train=0.0808, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 78%|███████▊ | 365/469 [00:33<00:09, 10.82it/s, v_num=9, loss/train=0.149, alignment/train=0.0779, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 78%|███████▊ | 366/469 [00:33<00:09, 10.81it/s, v_num=9, loss/train=0.149, alignment/train=0.0779, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 78%|███████▊ | 366/469 [00:33<00:09, 10.81it/s, v_num=9, loss/train=0.158, alignment/train=0.0849, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 78%|███████▊ | 367/469 [00:34<00:09, 10.79it/s, v_num=9, loss/train=0.158, alignment/train=0.0849, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 78%|███████▊ | 367/469 [00:34<00:09, 10.79it/s, v_num=9, loss/train=0.192, alignment/train=0.085, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 78%|███████▊ | 368/469 [00:34<00:09, 10.80it/s, v_num=9, loss/train=0.192, alignment/train=0.085, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 78%|███████▊ | 368/469 [00:34<00:09, 10.80it/s, v_num=9, loss/train=0.134, alignment/train=0.0683, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 79%|███████▊ | 369/469 [00:34<00:09, 10.81it/s, v_num=9, loss/train=0.134, alignment/train=0.0683, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 79%|███████▊ | 369/469 [00:34<00:09, 10.81it/s, v_num=9, loss/train=0.143, alignment/train=0.0753, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 79%|███████▉ | 370/469 [00:34<00:09, 10.81it/s, v_num=9, loss/train=0.143, alignment/train=0.0753, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 79%|███████▉ | 370/469 [00:34<00:09, 10.81it/s, v_num=9, loss/train=0.150, alignment/train=0.0707, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 79%|███████▉ | 371/469 [00:34<00:09, 10.81it/s, v_num=9, loss/train=0.150, alignment/train=0.0707, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 79%|███████▉ | 371/469 [00:34<00:09, 10.81it/s, v_num=9, loss/train=0.193, alignment/train=0.088, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 79%|███████▉ | 372/469 [00:34<00:08, 10.82it/s, v_num=9, loss/train=0.193, alignment/train=0.088, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 79%|███████▉ | 372/469 [00:34<00:08, 10.82it/s, v_num=9, loss/train=0.187, alignment/train=0.0699, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 80%|███████▉ | 373/469 [00:34<00:08, 10.82it/s, v_num=9, loss/train=0.187, alignment/train=0.0699, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 80%|███████▉ | 373/469 [00:34<00:08, 10.82it/s, v_num=9, loss/train=0.163, alignment/train=0.0705, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 80%|███████▉ | 374/469 [00:34<00:08, 10.83it/s, v_num=9, loss/train=0.163, alignment/train=0.0705, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 80%|███████▉ | 374/469 [00:34<00:08, 10.83it/s, v_num=9, loss/train=0.160, alignment/train=0.0839, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 80%|███████▉ | 375/469 [00:34<00:08, 10.83it/s, v_num=9, loss/train=0.160, alignment/train=0.0839, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 80%|███████▉ | 375/469 [00:34<00:08, 10.83it/s, v_num=9, loss/train=0.152, alignment/train=0.0784, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 80%|████████ | 376/469 [00:34<00:08, 10.83it/s, v_num=9, loss/train=0.152, alignment/train=0.0784, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 80%|████████ | 376/469 [00:34<00:08, 10.83it/s, v_num=9, loss/train=0.168, alignment/train=0.0789, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 80%|████████ | 377/469 [00:34<00:08, 10.83it/s, v_num=9, loss/train=0.168, alignment/train=0.0789, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 80%|████████ | 377/469 [00:34<00:08, 10.83it/s, v_num=9, loss/train=0.160, alignment/train=0.0663, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 81%|████████ | 378/469 [00:34<00:08, 10.83it/s, v_num=9, loss/train=0.160, alignment/train=0.0663, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 81%|████████ | 378/469 [00:34<00:08, 10.83it/s, v_num=9, loss/train=0.179, alignment/train=0.0793, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 81%|████████ | 379/469 [00:35<00:08, 10.82it/s, v_num=9, loss/train=0.179, alignment/train=0.0793, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 81%|████████ | 379/469 [00:35<00:08, 10.82it/s, v_num=9, loss/train=0.199, alignment/train=0.0945, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 81%|████████ | 380/469 [00:35<00:08, 10.83it/s, v_num=9, loss/train=0.199, alignment/train=0.0945, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 81%|████████ | 380/469 [00:35<00:08, 10.83it/s, v_num=9, loss/train=0.175, alignment/train=0.0783, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 81%|████████ | 381/469 [00:35<00:08, 10.83it/s, v_num=9, loss/train=0.175, alignment/train=0.0783, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 81%|████████ | 381/469 [00:35<00:08, 10.83it/s, v_num=9, loss/train=0.197, alignment/train=0.0944, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 81%|████████▏ | 382/469 [00:35<00:08, 10.83it/s, v_num=9, loss/train=0.197, alignment/train=0.0944, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 81%|████████▏ | 382/469 [00:35<00:08, 10.82it/s, v_num=9, loss/train=0.171, alignment/train=0.0814, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 82%|████████▏ | 383/469 [00:35<00:07, 10.83it/s, v_num=9, loss/train=0.171, alignment/train=0.0814, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 82%|████████▏ | 383/469 [00:35<00:07, 10.82it/s, v_num=9, loss/train=0.165, alignment/train=0.0853, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 82%|████████▏ | 384/469 [00:35<00:07, 10.83it/s, v_num=9, loss/train=0.165, alignment/train=0.0853, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 82%|████████▏ | 384/469 [00:35<00:07, 10.83it/s, v_num=9, loss/train=0.172, alignment/train=0.0733, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 82%|████████▏ | 385/469 [00:35<00:07, 10.83it/s, v_num=9, loss/train=0.172, alignment/train=0.0733, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 82%|████████▏ | 385/469 [00:35<00:07, 10.83it/s, v_num=9, loss/train=0.160, alignment/train=0.0799, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 82%|████████▏ | 386/469 [00:35<00:07, 10.84it/s, v_num=9, loss/train=0.160, alignment/train=0.0799, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 82%|████████▏ | 386/469 [00:35<00:07, 10.84it/s, v_num=9, loss/train=0.141, alignment/train=0.0716, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 83%|████████▎ | 387/469 [00:35<00:07, 10.85it/s, v_num=9, loss/train=0.141, alignment/train=0.0716, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 83%|████████▎ | 387/469 [00:35<00:07, 10.85it/s, v_num=9, loss/train=0.181, alignment/train=0.0809, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 83%|████████▎ | 388/469 [00:35<00:07, 10.84it/s, v_num=9, loss/train=0.181, alignment/train=0.0809, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 83%|████████▎ | 388/469 [00:35<00:07, 10.84it/s, v_num=9, loss/train=0.187, alignment/train=0.0746, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 83%|████████▎ | 389/469 [00:35<00:07, 10.84it/s, v_num=9, loss/train=0.187, alignment/train=0.0746, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 83%|████████▎ | 389/469 [00:35<00:07, 10.84it/s, v_num=9, loss/train=0.162, alignment/train=0.0702, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 83%|████████▎ | 390/469 [00:35<00:07, 10.85it/s, v_num=9, loss/train=0.162, alignment/train=0.0702, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 83%|████████▎ | 390/469 [00:35<00:07, 10.85it/s, v_num=9, loss/train=0.192, alignment/train=0.086, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 83%|████████▎ | 391/469 [00:36<00:07, 10.84it/s, v_num=9, loss/train=0.192, alignment/train=0.086, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 83%|████████▎ | 391/469 [00:36<00:07, 10.84it/s, v_num=9, loss/train=0.183, alignment/train=0.0769, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 84%|████████▎ | 392/469 [00:36<00:07, 10.84it/s, v_num=9, loss/train=0.183, alignment/train=0.0769, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 84%|████████▎ | 392/469 [00:36<00:07, 10.84it/s, v_num=9, loss/train=0.159, alignment/train=0.0828, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 84%|████████▍ | 393/469 [00:36<00:07, 10.84it/s, v_num=9, loss/train=0.159, alignment/train=0.0828, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 84%|████████▍ | 393/469 [00:36<00:07, 10.84it/s, v_num=9, loss/train=0.180, alignment/train=0.071, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 84%|████████▍ | 394/469 [00:36<00:06, 10.84it/s, v_num=9, loss/train=0.180, alignment/train=0.071, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 84%|████████▍ | 394/469 [00:36<00:06, 10.84it/s, v_num=9, loss/train=0.162, alignment/train=0.0682, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 84%|████████▍ | 395/469 [00:36<00:06, 10.84it/s, v_num=9, loss/train=0.162, alignment/train=0.0682, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 84%|████████▍ | 395/469 [00:36<00:06, 10.84it/s, v_num=9, loss/train=0.207, alignment/train=0.0805, uniformity/train=-3.54, contrastive_acc/train=0.988, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 84%|████████▍ | 396/469 [00:36<00:06, 10.85it/s, v_num=9, loss/train=0.207, alignment/train=0.0805, uniformity/train=-3.54, contrastive_acc/train=0.988, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 84%|████████▍ | 396/469 [00:36<00:06, 10.85it/s, v_num=9, loss/train=0.151, alignment/train=0.0778, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 85%|████████▍ | 397/469 [00:36<00:06, 10.84it/s, v_num=9, loss/train=0.151, alignment/train=0.0778, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 85%|████████▍ | 397/469 [00:36<00:06, 10.84it/s, v_num=9, loss/train=0.189, alignment/train=0.0796, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 85%|████████▍ | 398/469 [00:36<00:06, 10.85it/s, v_num=9, loss/train=0.189, alignment/train=0.0796, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 85%|████████▍ | 398/469 [00:36<00:06, 10.85it/s, v_num=9, loss/train=0.137, alignment/train=0.0734, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 85%|████████▌ | 399/469 [00:36<00:06, 10.85it/s, v_num=9, loss/train=0.137, alignment/train=0.0734, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 85%|████████▌ | 399/469 [00:36<00:06, 10.85it/s, v_num=9, loss/train=0.173, alignment/train=0.075, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 85%|████████▌ | 400/469 [00:36<00:06, 10.84it/s, v_num=9, loss/train=0.173, alignment/train=0.075, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 85%|████████▌ | 400/469 [00:36<00:06, 10.84it/s, v_num=9, loss/train=0.161, alignment/train=0.080, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 86%|████████▌ | 401/469 [00:36<00:06, 10.85it/s, v_num=9, loss/train=0.161, alignment/train=0.080, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 86%|████████▌ | 401/469 [00:36<00:06, 10.85it/s, v_num=9, loss/train=0.171, alignment/train=0.0842, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 86%|████████▌ | 402/469 [00:37<00:06, 10.85it/s, v_num=9, loss/train=0.171, alignment/train=0.0842, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 86%|████████▌ | 402/469 [00:37<00:06, 10.85it/s, v_num=9, loss/train=0.150, alignment/train=0.0808, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 86%|████████▌ | 403/469 [00:37<00:06, 10.85it/s, v_num=9, loss/train=0.150, alignment/train=0.0808, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 86%|████████▌ | 403/469 [00:37<00:06, 10.85it/s, v_num=9, loss/train=0.169, alignment/train=0.0807, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 86%|████████▌ | 404/469 [00:37<00:05, 10.85it/s, v_num=9, loss/train=0.169, alignment/train=0.0807, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 86%|████████▌ | 404/469 [00:37<00:05, 10.85it/s, v_num=9, loss/train=0.171, alignment/train=0.0716, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 86%|████████▋ | 405/469 [00:37<00:05, 10.85it/s, v_num=9, loss/train=0.171, alignment/train=0.0716, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 86%|████████▋ | 405/469 [00:37<00:05, 10.85it/s, v_num=9, loss/train=0.168, alignment/train=0.0916, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 87%|████████▋ | 406/469 [00:37<00:05, 10.85it/s, v_num=9, loss/train=0.168, alignment/train=0.0916, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 87%|████████▋ | 406/469 [00:37<00:05, 10.85it/s, v_num=9, loss/train=0.159, alignment/train=0.0801, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 87%|████████▋ | 407/469 [00:37<00:05, 10.86it/s, v_num=9, loss/train=0.159, alignment/train=0.0801, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 87%|████████▋ | 407/469 [00:37<00:05, 10.86it/s, v_num=9, loss/train=0.147, alignment/train=0.0787, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 87%|████████▋ | 408/469 [00:37<00:05, 10.86it/s, v_num=9, loss/train=0.147, alignment/train=0.0787, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 87%|████████▋ | 408/469 [00:37<00:05, 10.86it/s, v_num=9, loss/train=0.156, alignment/train=0.0679, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 87%|████████▋ | 409/469 [00:37<00:05, 10.85it/s, v_num=9, loss/train=0.156, alignment/train=0.0679, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 87%|████████▋ | 409/469 [00:37<00:05, 10.85it/s, v_num=9, loss/train=0.194, alignment/train=0.0922, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 87%|████████▋ | 410/469 [00:37<00:05, 10.86it/s, v_num=9, loss/train=0.194, alignment/train=0.0922, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 87%|████████▋ | 410/469 [00:37<00:05, 10.86it/s, v_num=9, loss/train=0.137, alignment/train=0.0733, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 88%|████████▊ | 411/469 [00:37<00:05, 10.84it/s, v_num=9, loss/train=0.137, alignment/train=0.0733, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 88%|████████▊ | 411/469 [00:37<00:05, 10.84it/s, v_num=9, loss/train=0.152, alignment/train=0.0688, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 88%|████████▊ | 412/469 [00:37<00:05, 10.85it/s, v_num=9, loss/train=0.152, alignment/train=0.0688, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 88%|████████▊ | 412/469 [00:37<00:05, 10.85it/s, v_num=9, loss/train=0.162, alignment/train=0.0871, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 88%|████████▊ | 413/469 [00:38<00:05, 10.86it/s, v_num=9, loss/train=0.162, alignment/train=0.0871, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 88%|████████▊ | 413/469 [00:38<00:05, 10.86it/s, v_num=9, loss/train=0.177, alignment/train=0.0778, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 88%|████████▊ | 414/469 [00:38<00:05, 10.87it/s, v_num=9, loss/train=0.177, alignment/train=0.0778, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 88%|████████▊ | 414/469 [00:38<00:05, 10.87it/s, v_num=9, loss/train=0.149, alignment/train=0.071, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 88%|████████▊ | 415/469 [00:38<00:04, 10.88it/s, v_num=9, loss/train=0.149, alignment/train=0.071, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 88%|████████▊ | 415/469 [00:38<00:04, 10.88it/s, v_num=9, loss/train=0.165, alignment/train=0.0847, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 89%|████████▊ | 416/469 [00:38<00:04, 10.86it/s, v_num=9, loss/train=0.165, alignment/train=0.0847, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 89%|████████▊ | 416/469 [00:38<00:04, 10.86it/s, v_num=9, loss/train=0.152, alignment/train=0.0739, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 89%|████████▉ | 417/469 [00:38<00:04, 10.85it/s, v_num=9, loss/train=0.152, alignment/train=0.0739, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 89%|████████▉ | 417/469 [00:38<00:04, 10.85it/s, v_num=9, loss/train=0.140, alignment/train=0.0862, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 89%|████████▉ | 418/469 [00:38<00:04, 10.86it/s, v_num=9, loss/train=0.140, alignment/train=0.0862, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 89%|████████▉ | 418/469 [00:38<00:04, 10.86it/s, v_num=9, loss/train=0.158, alignment/train=0.0813, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 89%|████████▉ | 419/469 [00:38<00:04, 10.87it/s, v_num=9, loss/train=0.158, alignment/train=0.0813, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 89%|████████▉ | 419/469 [00:38<00:04, 10.87it/s, v_num=9, loss/train=0.167, alignment/train=0.0727, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 90%|████████▉ | 420/469 [00:38<00:04, 10.87it/s, v_num=9, loss/train=0.167, alignment/train=0.0727, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 90%|████████▉ | 420/469 [00:38<00:04, 10.87it/s, v_num=9, loss/train=0.160, alignment/train=0.0769, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 90%|████████▉ | 421/469 [00:38<00:04, 10.87it/s, v_num=9, loss/train=0.160, alignment/train=0.0769, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 90%|████████▉ | 421/469 [00:38<00:04, 10.87it/s, v_num=9, loss/train=0.155, alignment/train=0.0725, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 90%|████████▉ | 422/469 [00:38<00:04, 10.85it/s, v_num=9, loss/train=0.155, alignment/train=0.0725, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 90%|████████▉ | 422/469 [00:38<00:04, 10.85it/s, v_num=9, loss/train=0.138, alignment/train=0.0699, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 90%|█████████ | 423/469 [00:38<00:04, 10.86it/s, v_num=9, loss/train=0.138, alignment/train=0.0699, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 90%|█████████ | 423/469 [00:38<00:04, 10.86it/s, v_num=9, loss/train=0.175, alignment/train=0.0794, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 90%|█████████ | 424/469 [00:39<00:04, 10.87it/s, v_num=9, loss/train=0.175, alignment/train=0.0794, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 90%|█████████ | 424/469 [00:39<00:04, 10.87it/s, v_num=9, loss/train=0.158, alignment/train=0.075, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 91%|█████████ | 425/469 [00:39<00:04, 10.86it/s, v_num=9, loss/train=0.158, alignment/train=0.075, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 91%|█████████ | 425/469 [00:39<00:04, 10.86it/s, v_num=9, loss/train=0.153, alignment/train=0.0767, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 91%|█████████ | 426/469 [00:39<00:03, 10.87it/s, v_num=9, loss/train=0.153, alignment/train=0.0767, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 91%|█████████ | 426/469 [00:39<00:03, 10.87it/s, v_num=9, loss/train=0.170, alignment/train=0.0793, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 91%|█████████ | 427/469 [00:39<00:03, 10.87it/s, v_num=9, loss/train=0.170, alignment/train=0.0793, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 91%|█████████ | 427/469 [00:39<00:03, 10.87it/s, v_num=9, loss/train=0.150, alignment/train=0.0762, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 91%|█████████▏| 428/469 [00:39<00:03, 10.85it/s, v_num=9, loss/train=0.150, alignment/train=0.0762, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 91%|█████████▏| 428/469 [00:39<00:03, 10.85it/s, v_num=9, loss/train=0.162, alignment/train=0.0758, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 91%|█████████▏| 429/469 [00:39<00:03, 10.86it/s, v_num=9, loss/train=0.162, alignment/train=0.0758, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 91%|█████████▏| 429/469 [00:39<00:03, 10.86it/s, v_num=9, loss/train=0.174, alignment/train=0.0861, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 92%|█████████▏| 430/469 [00:39<00:03, 10.87it/s, v_num=9, loss/train=0.174, alignment/train=0.0861, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 92%|█████████▏| 430/469 [00:39<00:03, 10.87it/s, v_num=9, loss/train=0.152, alignment/train=0.0783, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 92%|█████████▏| 431/469 [00:39<00:03, 10.86it/s, v_num=9, loss/train=0.152, alignment/train=0.0783, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 92%|█████████▏| 431/469 [00:39<00:03, 10.86it/s, v_num=9, loss/train=0.159, alignment/train=0.0823, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 92%|█████████▏| 432/469 [00:39<00:03, 10.86it/s, v_num=9, loss/train=0.159, alignment/train=0.0823, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 92%|█████████▏| 432/469 [00:39<00:03, 10.86it/s, v_num=9, loss/train=0.158, alignment/train=0.0744, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 92%|█████████▏| 433/469 [00:39<00:03, 10.87it/s, v_num=9, loss/train=0.158, alignment/train=0.0744, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 92%|█████████▏| 433/469 [00:39<00:03, 10.87it/s, v_num=9, loss/train=0.166, alignment/train=0.0907, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 93%|█████████▎| 434/469 [00:39<00:03, 10.88it/s, v_num=9, loss/train=0.166, alignment/train=0.0907, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 93%|█████████▎| 434/469 [00:39<00:03, 10.88it/s, v_num=9, loss/train=0.162, alignment/train=0.0737, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 93%|█████████▎| 435/469 [00:39<00:03, 10.88it/s, v_num=9, loss/train=0.162, alignment/train=0.0737, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 93%|█████████▎| 435/469 [00:39<00:03, 10.88it/s, v_num=9, loss/train=0.146, alignment/train=0.069, uniformity/train=-3.55, contrastive_acc/train=0.984, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 93%|█████████▎| 436/469 [00:40<00:03, 10.87it/s, v_num=9, loss/train=0.146, alignment/train=0.069, uniformity/train=-3.55, contrastive_acc/train=0.984, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 93%|█████████▎| 436/469 [00:40<00:03, 10.87it/s, v_num=9, loss/train=0.194, alignment/train=0.0817, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 93%|█████████▎| 437/469 [00:40<00:02, 10.87it/s, v_num=9, loss/train=0.194, alignment/train=0.0817, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 93%|█████████▎| 437/469 [00:40<00:02, 10.87it/s, v_num=9, loss/train=0.242, alignment/train=0.0805, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 93%|█████████▎| 438/469 [00:40<00:02, 10.87it/s, v_num=9, loss/train=0.242, alignment/train=0.0805, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 93%|█████████▎| 438/469 [00:40<00:02, 10.87it/s, v_num=9, loss/train=0.190, alignment/train=0.0793, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 94%|█████████▎| 439/469 [00:40<00:02, 10.87it/s, v_num=9, loss/train=0.190, alignment/train=0.0793, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 94%|█████████▎| 439/469 [00:40<00:02, 10.87it/s, v_num=9, loss/train=0.183, alignment/train=0.0713, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 94%|█████████▍| 440/469 [00:40<00:02, 10.87it/s, v_num=9, loss/train=0.183, alignment/train=0.0713, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 94%|█████████▍| 440/469 [00:40<00:02, 10.87it/s, v_num=9, loss/train=0.171, alignment/train=0.0783, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 94%|█████████▍| 441/469 [00:40<00:02, 10.88it/s, v_num=9, loss/train=0.171, alignment/train=0.0783, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 94%|█████████▍| 441/469 [00:40<00:02, 10.87it/s, v_num=9, loss/train=0.136, alignment/train=0.0737, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 94%|█████████▍| 442/469 [00:40<00:02, 10.88it/s, v_num=9, loss/train=0.136, alignment/train=0.0737, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 94%|█████████▍| 442/469 [00:40<00:02, 10.88it/s, v_num=9, loss/train=0.180, alignment/train=0.0922, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 94%|█████████▍| 443/469 [00:40<00:02, 10.89it/s, v_num=9, loss/train=0.180, alignment/train=0.0922, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 94%|█████████▍| 443/469 [00:40<00:02, 10.89it/s, v_num=9, loss/train=0.195, alignment/train=0.0933, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 95%|█████████▍| 444/469 [00:40<00:02, 10.88it/s, v_num=9, loss/train=0.195, alignment/train=0.0933, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 95%|█████████▍| 444/469 [00:40<00:02, 10.88it/s, v_num=9, loss/train=0.155, alignment/train=0.0771, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 95%|█████████▍| 445/469 [00:40<00:02, 10.88it/s, v_num=9, loss/train=0.155, alignment/train=0.0771, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 95%|█████████▍| 445/469 [00:40<00:02, 10.88it/s, v_num=9, loss/train=0.193, alignment/train=0.0936, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 95%|█████████▌| 446/469 [00:40<00:02, 10.88it/s, v_num=9, loss/train=0.193, alignment/train=0.0936, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 95%|█████████▌| 446/469 [00:40<00:02, 10.88it/s, v_num=9, loss/train=0.183, alignment/train=0.0819, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 95%|█████████▌| 447/469 [00:41<00:02, 10.88it/s, v_num=9, loss/train=0.183, alignment/train=0.0819, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 95%|█████████▌| 447/469 [00:41<00:02, 10.88it/s, v_num=9, loss/train=0.178, alignment/train=0.0714, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 96%|█████████▌| 448/469 [00:41<00:01, 10.88it/s, v_num=9, loss/train=0.178, alignment/train=0.0714, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 96%|█████████▌| 448/469 [00:41<00:01, 10.88it/s, v_num=9, loss/train=0.158, alignment/train=0.0693, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 96%|█████████▌| 449/469 [00:41<00:01, 10.89it/s, v_num=9, loss/train=0.158, alignment/train=0.0693, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 96%|█████████▌| 449/469 [00:41<00:01, 10.89it/s, v_num=9, loss/train=0.169, alignment/train=0.0682, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 96%|█████████▌| 450/469 [00:41<00:01, 10.90it/s, v_num=9, loss/train=0.169, alignment/train=0.0682, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 96%|█████████▌| 450/469 [00:41<00:01, 10.90it/s, v_num=9, loss/train=0.136, alignment/train=0.0723, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 96%|█████████▌| 451/469 [00:41<00:01, 10.91it/s, v_num=9, loss/train=0.136, alignment/train=0.0723, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 96%|█████████▌| 451/469 [00:41<00:01, 10.91it/s, v_num=9, loss/train=0.176, alignment/train=0.0798, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 96%|█████████▋| 452/469 [00:41<00:01, 10.92it/s, v_num=9, loss/train=0.176, alignment/train=0.0798, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 96%|█████████▋| 452/469 [00:41<00:01, 10.92it/s, v_num=9, loss/train=0.170, alignment/train=0.0822, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 97%|█████████▋| 453/469 [00:41<00:01, 10.93it/s, v_num=9, loss/train=0.170, alignment/train=0.0822, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 97%|█████████▋| 453/469 [00:41<00:01, 10.93it/s, v_num=9, loss/train=0.178, alignment/train=0.0736, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 97%|█████████▋| 454/469 [00:41<00:01, 10.95it/s, v_num=9, loss/train=0.178, alignment/train=0.0736, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 97%|█████████▋| 454/469 [00:41<00:01, 10.95it/s, v_num=9, loss/train=0.161, alignment/train=0.0726, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 97%|█████████▋| 455/469 [00:41<00:01, 10.96it/s, v_num=9, loss/train=0.161, alignment/train=0.0726, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 97%|█████████▋| 455/469 [00:41<00:01, 10.96it/s, v_num=9, loss/train=0.150, alignment/train=0.0732, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 97%|█████████▋| 456/469 [00:41<00:01, 10.98it/s, v_num=9, loss/train=0.150, alignment/train=0.0732, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 97%|█████████▋| 456/469 [00:41<00:01, 10.98it/s, v_num=9, loss/train=0.154, alignment/train=0.0758, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 97%|█████████▋| 457/469 [00:41<00:01, 10.99it/s, v_num=9, loss/train=0.154, alignment/train=0.0758, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 97%|█████████▋| 457/469 [00:41<00:01, 10.99it/s, v_num=9, loss/train=0.212, alignment/train=0.0762, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 98%|█████████▊| 458/469 [00:41<00:00, 11.00it/s, v_num=9, loss/train=0.212, alignment/train=0.0762, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 98%|█████████▊| 458/469 [00:41<00:00, 11.00it/s, v_num=9, loss/train=0.206, alignment/train=0.0911, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 98%|█████████▊| 459/469 [00:41<00:00, 11.02it/s, v_num=9, loss/train=0.206, alignment/train=0.0911, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 98%|█████████▊| 459/469 [00:41<00:00, 11.02it/s, v_num=9, loss/train=0.158, alignment/train=0.0766, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 98%|█████████▊| 460/469 [00:41<00:00, 11.03it/s, v_num=9, loss/train=0.158, alignment/train=0.0766, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 98%|█████████▊| 460/469 [00:41<00:00, 11.03it/s, v_num=9, loss/train=0.178, alignment/train=0.0713, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 98%|█████████▊| 461/469 [00:41<00:00, 11.05it/s, v_num=9, loss/train=0.178, alignment/train=0.0713, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 98%|█████████▊| 461/469 [00:41<00:00, 11.05it/s, v_num=9, loss/train=0.161, alignment/train=0.0746, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 99%|█████████▊| 462/469 [00:41<00:00, 11.06it/s, v_num=9, loss/train=0.161, alignment/train=0.0746, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 99%|█████████▊| 462/469 [00:41<00:00, 11.06it/s, v_num=9, loss/train=0.150, alignment/train=0.0832, uniformity/train=-3.58, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 99%|█████████▊| 463/469 [00:41<00:00, 11.08it/s, v_num=9, loss/train=0.150, alignment/train=0.0832, uniformity/train=-3.58, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 99%|█████████▊| 463/469 [00:41<00:00, 11.08it/s, v_num=9, loss/train=0.154, alignment/train=0.0703, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 99%|█████████▉| 464/469 [00:41<00:00, 11.09it/s, v_num=9, loss/train=0.154, alignment/train=0.0703, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 99%|█████████▉| 464/469 [00:41<00:00, 11.09it/s, v_num=9, loss/train=0.203, alignment/train=0.0864, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 99%|█████████▉| 465/469 [00:41<00:00, 11.10it/s, v_num=9, loss/train=0.203, alignment/train=0.0864, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 99%|█████████▉| 465/469 [00:41<00:00, 11.10it/s, v_num=9, loss/train=0.174, alignment/train=0.0821, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 99%|█████████▉| 466/469 [00:41<00:00, 11.12it/s, v_num=9, loss/train=0.174, alignment/train=0.0821, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 99%|█████████▉| 466/469 [00:41<00:00, 11.12it/s, v_num=9, loss/train=0.162, alignment/train=0.0896, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 100%|█████████▉| 467/469 [00:41<00:00, 11.13it/s, v_num=9, loss/train=0.162, alignment/train=0.0896, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 100%|█████████▉| 467/469 [00:41<00:00, 11.13it/s, v_num=9, loss/train=0.146, alignment/train=0.078, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 100%|█████████▉| 468/469 [00:41<00:00, 11.15it/s, v_num=9, loss/train=0.146, alignment/train=0.078, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 100%|█████████▉| 468/469 [00:41<00:00, 11.15it/s, v_num=9, loss/train=0.172, alignment/train=0.0747, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 100%|██████████| 469/469 [00:42<00:00, 11.16it/s, v_num=9, loss/train=0.172, alignment/train=0.0747, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 100%|██████████| 469/469 [00:42<00:00, 11.16it/s, v_num=9, loss/train=0.119, alignment/train=0.0695, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
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Epoch 25: 100%|██████████| 469/469 [00:48<00:00, 9.58it/s, v_num=9, loss/train=0.119, alignment/train=0.0695, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 25: 100%|██████████| 469/469 [00:48<00:00, 9.58it/s, v_num=9, loss/train=0.119, alignment/train=0.0695, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 25: 0%| | 0/469 [00:00<?, ?it/s, v_num=9, loss/train=0.119, alignment/train=0.0695, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 0%| | 0/469 [00:00<?, ?it/s, v_num=9, loss/train=0.119, alignment/train=0.0695, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 0%| | 1/469 [00:01<12:17, 0.63it/s, v_num=9, loss/train=0.119, alignment/train=0.0695, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 0%| | 1/469 [00:01<12:18, 0.63it/s, v_num=9, loss/train=0.160, alignment/train=0.0759, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 0%| | 2/469 [00:01<06:22, 1.22it/s, v_num=9, loss/train=0.160, alignment/train=0.0759, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 0%| | 2/469 [00:01<06:22, 1.22it/s, v_num=9, loss/train=0.183, alignment/train=0.0819, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 1%| | 3/469 [00:01<04:23, 1.77it/s, v_num=9, loss/train=0.183, alignment/train=0.0819, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 1%| | 3/469 [00:01<04:23, 1.77it/s, v_num=9, loss/train=0.181, alignment/train=0.0819, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 1%| | 4/469 [00:01<03:30, 2.20it/s, v_num=9, loss/train=0.181, alignment/train=0.0819, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 1%| | 4/469 [00:01<03:31, 2.20it/s, v_num=9, loss/train=0.215, alignment/train=0.0833, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 1%| | 5/469 [00:01<02:57, 2.61it/s, v_num=9, loss/train=0.215, alignment/train=0.0833, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 1%| | 5/469 [00:01<02:57, 2.61it/s, v_num=9, loss/train=0.154, alignment/train=0.0725, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 1%|▏ | 6/469 [00:01<02:32, 3.04it/s, v_num=9, loss/train=0.154, alignment/train=0.0725, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 1%|▏ | 6/469 [00:01<02:32, 3.04it/s, v_num=9, loss/train=0.186, alignment/train=0.0697, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 1%|▏ | 7/469 [00:02<02:15, 3.41it/s, v_num=9, loss/train=0.186, alignment/train=0.0697, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 1%|▏ | 7/469 [00:02<02:15, 3.40it/s, v_num=9, loss/train=0.151, alignment/train=0.0675, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 2%|▏ | 8/469 [00:02<02:04, 3.70it/s, v_num=9, loss/train=0.151, alignment/train=0.0675, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 2%|▏ | 8/469 [00:02<02:04, 3.69it/s, v_num=9, loss/train=0.159, alignment/train=0.0748, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 2%|▏ | 9/469 [00:02<01:54, 4.03it/s, v_num=9, loss/train=0.159, alignment/train=0.0748, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 2%|▏ | 9/469 [00:02<01:54, 4.03it/s, v_num=9, loss/train=0.169, alignment/train=0.0826, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 2%|▏ | 10/469 [00:02<01:46, 4.30it/s, v_num=9, loss/train=0.169, alignment/train=0.0826, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 2%|▏ | 10/469 [00:02<01:46, 4.30it/s, v_num=9, loss/train=0.179, alignment/train=0.0851, uniformity/train=-3.56, contrastive_acc/train=0.988, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 2%|▏ | 11/469 [00:02<01:41, 4.52it/s, v_num=9, loss/train=0.179, alignment/train=0.0851, uniformity/train=-3.56, contrastive_acc/train=0.988, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 2%|▏ | 11/469 [00:02<01:41, 4.52it/s, v_num=9, loss/train=0.161, alignment/train=0.0738, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 3%|▎ | 12/469 [00:02<01:34, 4.82it/s, v_num=9, loss/train=0.161, alignment/train=0.0738, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 3%|▎ | 12/469 [00:02<01:34, 4.82it/s, v_num=9, loss/train=0.143, alignment/train=0.0763, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 3%|▎ | 13/469 [00:02<01:30, 5.02it/s, v_num=9, loss/train=0.143, alignment/train=0.0763, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 3%|▎ | 13/469 [00:02<01:30, 5.02it/s, v_num=9, loss/train=0.198, alignment/train=0.0734, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 3%|▎ | 14/469 [00:02<01:29, 5.09it/s, v_num=9, loss/train=0.198, alignment/train=0.0734, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 3%|▎ | 14/469 [00:02<01:29, 5.08it/s, v_num=9, loss/train=0.145, alignment/train=0.0816, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 3%|▎ | 15/469 [00:02<01:25, 5.34it/s, v_num=9, loss/train=0.145, alignment/train=0.0816, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 3%|▎ | 15/469 [00:02<01:25, 5.34it/s, v_num=9, loss/train=0.164, alignment/train=0.0803, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 3%|▎ | 16/469 [00:02<01:21, 5.56it/s, v_num=9, loss/train=0.164, alignment/train=0.0803, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 3%|▎ | 16/469 [00:02<01:21, 5.56it/s, v_num=9, loss/train=0.153, alignment/train=0.066, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 4%|▎ | 17/469 [00:02<01:18, 5.76it/s, v_num=9, loss/train=0.153, alignment/train=0.066, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 4%|▎ | 17/469 [00:02<01:18, 5.76it/s, v_num=9, loss/train=0.157, alignment/train=0.0767, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 4%|▍ | 18/469 [00:03<01:15, 5.95it/s, v_num=9, loss/train=0.157, alignment/train=0.0767, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 4%|▍ | 18/469 [00:03<01:15, 5.95it/s, v_num=9, loss/train=0.167, alignment/train=0.0812, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 4%|▍ | 19/469 [00:03<01:13, 6.13it/s, v_num=9, loss/train=0.167, alignment/train=0.0812, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 4%|▍ | 19/469 [00:03<01:13, 6.12it/s, v_num=9, loss/train=0.147, alignment/train=0.0754, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 4%|▍ | 20/469 [00:03<01:12, 6.23it/s, v_num=9, loss/train=0.147, alignment/train=0.0754, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 4%|▍ | 20/469 [00:03<01:12, 6.22it/s, v_num=9, loss/train=0.181, alignment/train=0.072, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 4%|▍ | 21/469 [00:03<01:11, 6.27it/s, v_num=9, loss/train=0.181, alignment/train=0.072, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 4%|▍ | 21/469 [00:03<01:11, 6.27it/s, v_num=9, loss/train=0.164, alignment/train=0.0861, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 5%|▍ | 22/469 [00:03<01:09, 6.46it/s, v_num=9, loss/train=0.164, alignment/train=0.0861, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 5%|▍ | 22/469 [00:03<01:09, 6.46it/s, v_num=9, loss/train=0.183, alignment/train=0.093, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 5%|▍ | 23/469 [00:03<01:07, 6.58it/s, v_num=9, loss/train=0.183, alignment/train=0.093, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 5%|▍ | 23/469 [00:03<01:07, 6.58it/s, v_num=9, loss/train=0.144, alignment/train=0.0712, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 5%|▌ | 24/469 [00:03<01:05, 6.75it/s, v_num=9, loss/train=0.144, alignment/train=0.0712, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 5%|▌ | 24/469 [00:03<01:05, 6.75it/s, v_num=9, loss/train=0.176, alignment/train=0.0846, uniformity/train=-3.58, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 5%|▌ | 25/469 [00:03<01:05, 6.74it/s, v_num=9, loss/train=0.176, alignment/train=0.0846, uniformity/train=-3.58, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 5%|▌ | 25/469 [00:03<01:05, 6.74it/s, v_num=9, loss/train=0.171, alignment/train=0.0843, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 6%|▌ | 26/469 [00:03<01:04, 6.82it/s, v_num=9, loss/train=0.171, alignment/train=0.0843, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 6%|▌ | 26/469 [00:03<01:04, 6.82it/s, v_num=9, loss/train=0.170, alignment/train=0.0838, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 6%|▌ | 27/469 [00:03<01:03, 6.98it/s, v_num=9, loss/train=0.170, alignment/train=0.0838, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 6%|▌ | 27/469 [00:03<01:03, 6.98it/s, v_num=9, loss/train=0.146, alignment/train=0.0693, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 6%|▌ | 28/469 [00:03<01:02, 7.08it/s, v_num=9, loss/train=0.146, alignment/train=0.0693, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 6%|▌ | 28/469 [00:03<01:02, 7.08it/s, v_num=9, loss/train=0.206, alignment/train=0.0766, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 6%|▌ | 29/469 [00:04<01:01, 7.13it/s, v_num=9, loss/train=0.206, alignment/train=0.0766, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 6%|▌ | 29/469 [00:04<01:01, 7.13it/s, v_num=9, loss/train=0.199, alignment/train=0.0861, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 6%|▋ | 30/469 [00:04<01:00, 7.24it/s, v_num=9, loss/train=0.199, alignment/train=0.0861, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 6%|▋ | 30/469 [00:04<01:00, 7.24it/s, v_num=9, loss/train=0.178, alignment/train=0.0771, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 7%|▋ | 31/469 [00:04<00:59, 7.35it/s, v_num=9, loss/train=0.178, alignment/train=0.0771, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 7%|▋ | 31/469 [00:04<00:59, 7.35it/s, v_num=9, loss/train=0.138, alignment/train=0.0704, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 7%|▋ | 32/469 [00:04<00:58, 7.42it/s, v_num=9, loss/train=0.138, alignment/train=0.0704, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 7%|▋ | 32/469 [00:04<00:58, 7.42it/s, v_num=9, loss/train=0.163, alignment/train=0.0906, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 7%|▋ | 33/469 [00:04<00:58, 7.51it/s, v_num=9, loss/train=0.163, alignment/train=0.0906, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 7%|▋ | 33/469 [00:04<00:58, 7.51it/s, v_num=9, loss/train=0.146, alignment/train=0.0858, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 7%|▋ | 34/469 [00:04<00:56, 7.64it/s, v_num=9, loss/train=0.146, alignment/train=0.0858, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 7%|▋ | 34/469 [00:04<00:56, 7.64it/s, v_num=9, loss/train=0.174, alignment/train=0.078, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 7%|▋ | 35/469 [00:04<00:56, 7.74it/s, v_num=9, loss/train=0.174, alignment/train=0.078, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 7%|▋ | 35/469 [00:04<00:56, 7.74it/s, v_num=9, loss/train=0.156, alignment/train=0.0765, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 8%|▊ | 36/469 [00:04<00:56, 7.68it/s, v_num=9, loss/train=0.156, alignment/train=0.0765, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 8%|▊ | 36/469 [00:04<00:56, 7.67it/s, v_num=9, loss/train=0.144, alignment/train=0.0714, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 8%|▊ | 37/469 [00:04<00:55, 7.77it/s, v_num=9, loss/train=0.144, alignment/train=0.0714, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 8%|▊ | 37/469 [00:04<00:55, 7.77it/s, v_num=9, loss/train=0.151, alignment/train=0.0697, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 8%|▊ | 38/469 [00:04<00:54, 7.86it/s, v_num=9, loss/train=0.151, alignment/train=0.0697, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 8%|▊ | 38/469 [00:04<00:54, 7.86it/s, v_num=9, loss/train=0.161, alignment/train=0.0889, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 8%|▊ | 39/469 [00:04<00:54, 7.90it/s, v_num=9, loss/train=0.161, alignment/train=0.0889, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 8%|▊ | 39/469 [00:04<00:54, 7.90it/s, v_num=9, loss/train=0.140, alignment/train=0.0719, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 9%|▊ | 40/469 [00:04<00:53, 8.01it/s, v_num=9, loss/train=0.140, alignment/train=0.0719, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 9%|▊ | 40/469 [00:04<00:53, 8.01it/s, v_num=9, loss/train=0.192, alignment/train=0.0672, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 9%|▊ | 41/469 [00:05<00:53, 8.07it/s, v_num=9, loss/train=0.192, alignment/train=0.0672, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 9%|▊ | 41/469 [00:05<00:53, 8.07it/s, v_num=9, loss/train=0.168, alignment/train=0.0888, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 9%|▉ | 42/469 [00:05<00:53, 8.01it/s, v_num=9, loss/train=0.168, alignment/train=0.0888, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 9%|▉ | 42/469 [00:05<00:53, 8.01it/s, v_num=9, loss/train=0.161, alignment/train=0.0785, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 9%|▉ | 43/469 [00:05<00:52, 8.11it/s, v_num=9, loss/train=0.161, alignment/train=0.0785, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 9%|▉ | 43/469 [00:05<00:52, 8.11it/s, v_num=9, loss/train=0.163, alignment/train=0.0753, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 9%|▉ | 44/469 [00:05<00:51, 8.21it/s, v_num=9, loss/train=0.163, alignment/train=0.0753, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 9%|▉ | 44/469 [00:05<00:51, 8.21it/s, v_num=9, loss/train=0.160, alignment/train=0.0784, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 10%|▉ | 45/469 [00:05<00:51, 8.24it/s, v_num=9, loss/train=0.160, alignment/train=0.0784, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 10%|▉ | 45/469 [00:05<00:51, 8.24it/s, v_num=9, loss/train=0.193, alignment/train=0.094, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 10%|▉ | 46/469 [00:05<00:51, 8.23it/s, v_num=9, loss/train=0.193, alignment/train=0.094, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 10%|▉ | 46/469 [00:05<00:51, 8.23it/s, v_num=9, loss/train=0.149, alignment/train=0.0801, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 10%|█ | 47/469 [00:05<00:50, 8.32it/s, v_num=9, loss/train=0.149, alignment/train=0.0801, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 10%|█ | 47/469 [00:05<00:50, 8.32it/s, v_num=9, loss/train=0.166, alignment/train=0.0799, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 10%|█ | 48/469 [00:05<00:50, 8.37it/s, v_num=9, loss/train=0.166, alignment/train=0.0799, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 10%|█ | 48/469 [00:05<00:50, 8.37it/s, v_num=9, loss/train=0.196, alignment/train=0.092, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 10%|█ | 49/469 [00:05<00:50, 8.40it/s, v_num=9, loss/train=0.196, alignment/train=0.092, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 10%|█ | 49/469 [00:05<00:50, 8.40it/s, v_num=9, loss/train=0.175, alignment/train=0.0743, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 11%|█ | 50/469 [00:05<00:49, 8.45it/s, v_num=9, loss/train=0.175, alignment/train=0.0743, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 11%|█ | 50/469 [00:05<00:49, 8.45it/s, v_num=9, loss/train=0.144, alignment/train=0.0752, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 11%|█ | 51/469 [00:05<00:48, 8.54it/s, v_num=9, loss/train=0.144, alignment/train=0.0752, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 11%|█ | 51/469 [00:05<00:48, 8.54it/s, v_num=9, loss/train=0.168, alignment/train=0.0819, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 11%|█ | 52/469 [00:06<00:48, 8.56it/s, v_num=9, loss/train=0.168, alignment/train=0.0819, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 11%|█ | 52/469 [00:06<00:48, 8.56it/s, v_num=9, loss/train=0.189, alignment/train=0.0862, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 11%|█▏ | 53/469 [00:06<00:48, 8.54it/s, v_num=9, loss/train=0.189, alignment/train=0.0862, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 11%|█▏ | 53/469 [00:06<00:48, 8.54it/s, v_num=9, loss/train=0.170, alignment/train=0.0739, uniformity/train=-3.55, contrastive_acc/train=0.988, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 12%|█▏ | 54/469 [00:06<00:48, 8.61it/s, v_num=9, loss/train=0.170, alignment/train=0.0739, uniformity/train=-3.55, contrastive_acc/train=0.988, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 12%|█▏ | 54/469 [00:06<00:48, 8.61it/s, v_num=9, loss/train=0.147, alignment/train=0.0724, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 12%|█▏ | 55/469 [00:06<00:47, 8.66it/s, v_num=9, loss/train=0.147, alignment/train=0.0724, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 12%|█▏ | 55/469 [00:06<00:47, 8.66it/s, v_num=9, loss/train=0.153, alignment/train=0.0712, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 12%|█▏ | 56/469 [00:06<00:47, 8.68it/s, v_num=9, loss/train=0.153, alignment/train=0.0712, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 12%|█▏ | 56/469 [00:06<00:47, 8.67it/s, v_num=9, loss/train=0.167, alignment/train=0.0786, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 12%|█▏ | 57/469 [00:06<00:47, 8.71it/s, v_num=9, loss/train=0.167, alignment/train=0.0786, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 12%|█▏ | 57/469 [00:06<00:47, 8.71it/s, v_num=9, loss/train=0.156, alignment/train=0.0805, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 12%|█▏ | 58/469 [00:06<00:47, 8.70it/s, v_num=9, loss/train=0.156, alignment/train=0.0805, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 12%|█▏ | 58/469 [00:06<00:47, 8.70it/s, v_num=9, loss/train=0.154, alignment/train=0.0761, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 13%|█▎ | 59/469 [00:06<00:46, 8.77it/s, v_num=9, loss/train=0.154, alignment/train=0.0761, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 13%|█▎ | 59/469 [00:06<00:46, 8.77it/s, v_num=9, loss/train=0.205, alignment/train=0.0876, uniformity/train=-3.56, contrastive_acc/train=0.980, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 13%|█▎ | 60/469 [00:06<00:46, 8.82it/s, v_num=9, loss/train=0.205, alignment/train=0.0876, uniformity/train=-3.56, contrastive_acc/train=0.980, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 13%|█▎ | 60/469 [00:06<00:46, 8.82it/s, v_num=9, loss/train=0.136, alignment/train=0.078, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 13%|█▎ | 61/469 [00:06<00:46, 8.85it/s, v_num=9, loss/train=0.136, alignment/train=0.078, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 13%|█▎ | 61/469 [00:06<00:46, 8.85it/s, v_num=9, loss/train=0.142, alignment/train=0.0688, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 13%|█▎ | 62/469 [00:06<00:45, 8.87it/s, v_num=9, loss/train=0.142, alignment/train=0.0688, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 13%|█▎ | 62/469 [00:06<00:45, 8.87it/s, v_num=9, loss/train=0.157, alignment/train=0.0631, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 13%|█▎ | 63/469 [00:07<00:45, 8.90it/s, v_num=9, loss/train=0.157, alignment/train=0.0631, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 13%|█▎ | 63/469 [00:07<00:45, 8.90it/s, v_num=9, loss/train=0.153, alignment/train=0.073, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 14%|█▎ | 64/469 [00:07<00:45, 8.92it/s, v_num=9, loss/train=0.153, alignment/train=0.073, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 14%|█▎ | 64/469 [00:07<00:45, 8.92it/s, v_num=9, loss/train=0.163, alignment/train=0.0894, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 14%|█▍ | 65/469 [00:07<00:45, 8.91it/s, v_num=9, loss/train=0.163, alignment/train=0.0894, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 14%|█▍ | 65/469 [00:07<00:45, 8.91it/s, v_num=9, loss/train=0.168, alignment/train=0.0755, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 14%|█▍ | 66/469 [00:07<00:44, 8.98it/s, v_num=9, loss/train=0.168, alignment/train=0.0755, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 14%|█▍ | 66/469 [00:07<00:44, 8.98it/s, v_num=9, loss/train=0.169, alignment/train=0.0792, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 14%|█▍ | 67/469 [00:07<00:44, 9.02it/s, v_num=9, loss/train=0.169, alignment/train=0.0792, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 14%|█▍ | 67/469 [00:07<00:44, 9.02it/s, v_num=9, loss/train=0.167, alignment/train=0.0782, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 14%|█▍ | 68/469 [00:07<00:44, 9.04it/s, v_num=9, loss/train=0.167, alignment/train=0.0782, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 14%|█▍ | 68/469 [00:07<00:44, 9.04it/s, v_num=9, loss/train=0.148, alignment/train=0.0692, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 15%|█▍ | 69/469 [00:07<00:44, 9.08it/s, v_num=9, loss/train=0.148, alignment/train=0.0692, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 15%|█▍ | 69/469 [00:07<00:44, 9.08it/s, v_num=9, loss/train=0.150, alignment/train=0.069, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 15%|█▍ | 70/469 [00:07<00:43, 9.12it/s, v_num=9, loss/train=0.150, alignment/train=0.069, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 15%|█▍ | 70/469 [00:07<00:43, 9.12it/s, v_num=9, loss/train=0.172, alignment/train=0.0754, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 15%|█▌ | 71/469 [00:07<00:43, 9.18it/s, v_num=9, loss/train=0.172, alignment/train=0.0754, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 15%|█▌ | 71/469 [00:07<00:43, 9.18it/s, v_num=9, loss/train=0.162, alignment/train=0.0809, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 15%|█▌ | 72/469 [00:07<00:43, 9.19it/s, v_num=9, loss/train=0.162, alignment/train=0.0809, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 15%|█▌ | 72/469 [00:07<00:43, 9.19it/s, v_num=9, loss/train=0.144, alignment/train=0.0742, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 16%|█▌ | 73/469 [00:07<00:43, 9.13it/s, v_num=9, loss/train=0.144, alignment/train=0.0742, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 16%|█▌ | 73/469 [00:07<00:43, 9.13it/s, v_num=9, loss/train=0.215, alignment/train=0.0859, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 16%|█▌ | 74/469 [00:08<00:43, 9.17it/s, v_num=9, loss/train=0.215, alignment/train=0.0859, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 16%|█▌ | 74/469 [00:08<00:43, 9.17it/s, v_num=9, loss/train=0.217, alignment/train=0.0875, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 16%|█▌ | 75/469 [00:08<00:42, 9.22it/s, v_num=9, loss/train=0.217, alignment/train=0.0875, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 16%|█▌ | 75/469 [00:08<00:42, 9.22it/s, v_num=9, loss/train=0.167, alignment/train=0.0742, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 16%|█▌ | 76/469 [00:08<00:42, 9.27it/s, v_num=9, loss/train=0.167, alignment/train=0.0742, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 16%|█▌ | 76/469 [00:08<00:42, 9.27it/s, v_num=9, loss/train=0.175, alignment/train=0.0825, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 16%|█▋ | 77/469 [00:08<00:42, 9.29it/s, v_num=9, loss/train=0.175, alignment/train=0.0825, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 16%|█▋ | 77/469 [00:08<00:42, 9.29it/s, v_num=9, loss/train=0.170, alignment/train=0.0801, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 17%|█▋ | 78/469 [00:08<00:42, 9.27it/s, v_num=9, loss/train=0.170, alignment/train=0.0801, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 17%|█▋ | 78/469 [00:08<00:42, 9.27it/s, v_num=9, loss/train=0.172, alignment/train=0.0749, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 17%|█▋ | 79/469 [00:08<00:41, 9.31it/s, v_num=9, loss/train=0.172, alignment/train=0.0749, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 17%|█▋ | 79/469 [00:08<00:41, 9.31it/s, v_num=9, loss/train=0.184, alignment/train=0.0854, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 17%|█▋ | 80/469 [00:08<00:41, 9.36it/s, v_num=9, loss/train=0.184, alignment/train=0.0854, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 17%|█▋ | 80/469 [00:08<00:41, 9.36it/s, v_num=9, loss/train=0.173, alignment/train=0.0884, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 17%|█▋ | 81/469 [00:08<00:41, 9.39it/s, v_num=9, loss/train=0.173, alignment/train=0.0884, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 17%|█▋ | 81/469 [00:08<00:41, 9.39it/s, v_num=9, loss/train=0.158, alignment/train=0.0778, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 17%|█▋ | 82/469 [00:08<00:41, 9.37it/s, v_num=9, loss/train=0.158, alignment/train=0.0778, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 17%|█▋ | 82/469 [00:08<00:41, 9.37it/s, v_num=9, loss/train=0.167, alignment/train=0.0829, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 18%|█▊ | 83/469 [00:08<00:41, 9.41it/s, v_num=9, loss/train=0.167, alignment/train=0.0829, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 18%|█▊ | 83/469 [00:08<00:41, 9.41it/s, v_num=9, loss/train=0.187, alignment/train=0.0888, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 18%|█▊ | 84/469 [00:08<00:40, 9.41it/s, v_num=9, loss/train=0.187, alignment/train=0.0888, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 18%|█▊ | 84/469 [00:08<00:40, 9.41it/s, v_num=9, loss/train=0.154, alignment/train=0.0698, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 18%|█▊ | 85/469 [00:09<00:40, 9.40it/s, v_num=9, loss/train=0.154, alignment/train=0.0698, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 18%|█▊ | 85/469 [00:09<00:40, 9.40it/s, v_num=9, loss/train=0.175, alignment/train=0.077, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 18%|█▊ | 86/469 [00:09<00:40, 9.43it/s, v_num=9, loss/train=0.175, alignment/train=0.077, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 18%|█▊ | 86/469 [00:09<00:40, 9.43it/s, v_num=9, loss/train=0.167, alignment/train=0.0733, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 19%|█▊ | 87/469 [00:09<00:40, 9.48it/s, v_num=9, loss/train=0.167, alignment/train=0.0733, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 19%|█▊ | 87/469 [00:09<00:40, 9.48it/s, v_num=9, loss/train=0.169, alignment/train=0.0832, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 19%|█▉ | 88/469 [00:09<00:40, 9.48it/s, v_num=9, loss/train=0.169, alignment/train=0.0832, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 19%|█▉ | 88/469 [00:09<00:40, 9.48it/s, v_num=9, loss/train=0.174, alignment/train=0.0784, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 19%|█▉ | 89/469 [00:09<00:40, 9.47it/s, v_num=9, loss/train=0.174, alignment/train=0.0784, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 19%|█▉ | 89/469 [00:09<00:40, 9.47it/s, v_num=9, loss/train=0.186, alignment/train=0.0836, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 19%|█▉ | 90/469 [00:09<00:39, 9.51it/s, v_num=9, loss/train=0.186, alignment/train=0.0836, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 19%|█▉ | 90/469 [00:09<00:39, 9.51it/s, v_num=9, loss/train=0.169, alignment/train=0.0765, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 19%|█▉ | 91/469 [00:09<00:39, 9.53it/s, v_num=9, loss/train=0.169, alignment/train=0.0765, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 19%|█▉ | 91/469 [00:09<00:39, 9.53it/s, v_num=9, loss/train=0.188, alignment/train=0.0874, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 20%|█▉ | 92/469 [00:09<00:39, 9.53it/s, v_num=9, loss/train=0.188, alignment/train=0.0874, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 20%|█▉ | 92/469 [00:09<00:39, 9.53it/s, v_num=9, loss/train=0.170, alignment/train=0.0747, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 20%|█▉ | 93/469 [00:09<00:39, 9.58it/s, v_num=9, loss/train=0.170, alignment/train=0.0747, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 20%|█▉ | 93/469 [00:09<00:39, 9.58it/s, v_num=9, loss/train=0.165, alignment/train=0.0815, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 20%|██ | 94/469 [00:09<00:39, 9.61it/s, v_num=9, loss/train=0.165, alignment/train=0.0815, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 20%|██ | 94/469 [00:09<00:39, 9.61it/s, v_num=9, loss/train=0.128, alignment/train=0.0742, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 20%|██ | 95/469 [00:09<00:39, 9.56it/s, v_num=9, loss/train=0.128, alignment/train=0.0742, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 20%|██ | 95/469 [00:09<00:39, 9.56it/s, v_num=9, loss/train=0.165, alignment/train=0.0746, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 20%|██ | 96/469 [00:09<00:38, 9.61it/s, v_num=9, loss/train=0.165, alignment/train=0.0746, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 20%|██ | 96/469 [00:09<00:38, 9.61it/s, v_num=9, loss/train=0.161, alignment/train=0.077, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 21%|██ | 97/469 [00:10<00:38, 9.65it/s, v_num=9, loss/train=0.161, alignment/train=0.077, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 21%|██ | 97/469 [00:10<00:38, 9.65it/s, v_num=9, loss/train=0.160, alignment/train=0.0732, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 21%|██ | 98/469 [00:10<00:38, 9.61it/s, v_num=9, loss/train=0.160, alignment/train=0.0732, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 21%|██ | 98/469 [00:10<00:38, 9.61it/s, v_num=9, loss/train=0.195, alignment/train=0.0666, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 21%|██ | 99/469 [00:10<00:38, 9.61it/s, v_num=9, loss/train=0.195, alignment/train=0.0666, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 21%|██ | 99/469 [00:10<00:38, 9.61it/s, v_num=9, loss/train=0.187, alignment/train=0.0782, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 21%|██▏ | 100/469 [00:10<00:38, 9.65it/s, v_num=9, loss/train=0.187, alignment/train=0.0782, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 21%|██▏ | 100/469 [00:10<00:38, 9.65it/s, v_num=9, loss/train=0.158, alignment/train=0.0758, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 22%|██▏ | 101/469 [00:10<00:38, 9.67it/s, v_num=9, loss/train=0.158, alignment/train=0.0758, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 22%|██▏ | 101/469 [00:10<00:38, 9.67it/s, v_num=9, loss/train=0.195, alignment/train=0.0742, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 22%|██▏ | 102/469 [00:10<00:37, 9.68it/s, v_num=9, loss/train=0.195, alignment/train=0.0742, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 22%|██▏ | 102/469 [00:10<00:37, 9.68it/s, v_num=9, loss/train=0.148, alignment/train=0.0747, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 22%|██▏ | 103/469 [00:10<00:37, 9.70it/s, v_num=9, loss/train=0.148, alignment/train=0.0747, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 22%|██▏ | 103/469 [00:10<00:37, 9.70it/s, v_num=9, loss/train=0.148, alignment/train=0.0681, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 22%|██▏ | 104/469 [00:10<00:37, 9.71it/s, v_num=9, loss/train=0.148, alignment/train=0.0681, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 22%|██▏ | 104/469 [00:10<00:37, 9.71it/s, v_num=9, loss/train=0.188, alignment/train=0.0785, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 22%|██▏ | 105/469 [00:10<00:37, 9.74it/s, v_num=9, loss/train=0.188, alignment/train=0.0785, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 22%|██▏ | 105/469 [00:10<00:37, 9.74it/s, v_num=9, loss/train=0.177, alignment/train=0.080, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 23%|██▎ | 106/469 [00:10<00:37, 9.74it/s, v_num=9, loss/train=0.177, alignment/train=0.080, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 23%|██▎ | 106/469 [00:10<00:37, 9.74it/s, v_num=9, loss/train=0.174, alignment/train=0.070, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 23%|██▎ | 107/469 [00:10<00:37, 9.78it/s, v_num=9, loss/train=0.174, alignment/train=0.070, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 23%|██▎ | 107/469 [00:10<00:37, 9.78it/s, v_num=9, loss/train=0.186, alignment/train=0.0736, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 23%|██▎ | 108/469 [00:11<00:36, 9.78it/s, v_num=9, loss/train=0.186, alignment/train=0.0736, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 23%|██▎ | 108/469 [00:11<00:36, 9.78it/s, v_num=9, loss/train=0.158, alignment/train=0.0726, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 23%|██▎ | 109/469 [00:11<00:36, 9.79it/s, v_num=9, loss/train=0.158, alignment/train=0.0726, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 23%|██▎ | 109/469 [00:11<00:36, 9.78it/s, v_num=9, loss/train=0.145, alignment/train=0.0678, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 23%|██▎ | 110/469 [00:11<00:36, 9.80it/s, v_num=9, loss/train=0.145, alignment/train=0.0678, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 23%|██▎ | 110/469 [00:11<00:36, 9.80it/s, v_num=9, loss/train=0.193, alignment/train=0.0806, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 24%|██▎ | 111/469 [00:11<00:36, 9.84it/s, v_num=9, loss/train=0.193, alignment/train=0.0806, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 24%|██▎ | 111/469 [00:11<00:36, 9.84it/s, v_num=9, loss/train=0.142, alignment/train=0.0818, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 24%|██▍ | 112/469 [00:11<00:36, 9.83it/s, v_num=9, loss/train=0.142, alignment/train=0.0818, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 24%|██▍ | 112/469 [00:11<00:36, 9.83it/s, v_num=9, loss/train=0.144, alignment/train=0.0682, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 24%|██▍ | 113/469 [00:11<00:36, 9.77it/s, v_num=9, loss/train=0.144, alignment/train=0.0682, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 24%|██▍ | 113/469 [00:11<00:36, 9.77it/s, v_num=9, loss/train=0.178, alignment/train=0.0824, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 24%|██▍ | 114/469 [00:11<00:36, 9.81it/s, v_num=9, loss/train=0.178, alignment/train=0.0824, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 24%|██▍ | 114/469 [00:11<00:36, 9.81it/s, v_num=9, loss/train=0.209, alignment/train=0.0881, uniformity/train=-3.56, contrastive_acc/train=0.988, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 25%|██▍ | 115/469 [00:11<00:35, 9.85it/s, v_num=9, loss/train=0.209, alignment/train=0.0881, uniformity/train=-3.56, contrastive_acc/train=0.988, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 25%|██▍ | 115/469 [00:11<00:35, 9.84it/s, v_num=9, loss/train=0.159, alignment/train=0.0725, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 25%|██▍ | 116/469 [00:11<00:35, 9.88it/s, v_num=9, loss/train=0.159, alignment/train=0.0725, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 25%|██▍ | 116/469 [00:11<00:35, 9.88it/s, v_num=9, loss/train=0.184, alignment/train=0.0816, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 25%|██▍ | 117/469 [00:11<00:35, 9.87it/s, v_num=9, loss/train=0.184, alignment/train=0.0816, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 25%|██▍ | 117/469 [00:11<00:35, 9.87it/s, v_num=9, loss/train=0.190, alignment/train=0.101, uniformity/train=-3.58, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 25%|██▌ | 118/469 [00:11<00:35, 9.84it/s, v_num=9, loss/train=0.190, alignment/train=0.101, uniformity/train=-3.58, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 25%|██▌ | 118/469 [00:11<00:35, 9.84it/s, v_num=9, loss/train=0.155, alignment/train=0.0735, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 25%|██▌ | 119/469 [00:12<00:35, 9.88it/s, v_num=9, loss/train=0.155, alignment/train=0.0735, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 25%|██▌ | 119/469 [00:12<00:35, 9.88it/s, v_num=9, loss/train=0.191, alignment/train=0.0817, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 26%|██▌ | 120/469 [00:12<00:35, 9.92it/s, v_num=9, loss/train=0.191, alignment/train=0.0817, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 26%|██▌ | 120/469 [00:12<00:35, 9.92it/s, v_num=9, loss/train=0.178, alignment/train=0.0765, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 26%|██▌ | 121/469 [00:12<00:35, 9.94it/s, v_num=9, loss/train=0.178, alignment/train=0.0765, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 26%|██▌ | 121/469 [00:12<00:35, 9.94it/s, v_num=9, loss/train=0.191, alignment/train=0.0793, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 26%|██▌ | 122/469 [00:12<00:34, 9.95it/s, v_num=9, loss/train=0.191, alignment/train=0.0793, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 26%|██▌ | 122/469 [00:12<00:34, 9.95it/s, v_num=9, loss/train=0.226, alignment/train=0.0839, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 26%|██▌ | 123/469 [00:12<00:34, 9.91it/s, v_num=9, loss/train=0.226, alignment/train=0.0839, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 26%|██▌ | 123/469 [00:12<00:34, 9.91it/s, v_num=9, loss/train=0.153, alignment/train=0.0809, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 26%|██▋ | 124/469 [00:12<00:34, 9.94it/s, v_num=9, loss/train=0.153, alignment/train=0.0809, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 26%|██▋ | 124/469 [00:12<00:34, 9.94it/s, v_num=9, loss/train=0.158, alignment/train=0.079, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 27%|██▋ | 125/469 [00:12<00:34, 9.96it/s, v_num=9, loss/train=0.158, alignment/train=0.079, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 27%|██▋ | 125/469 [00:12<00:34, 9.96it/s, v_num=9, loss/train=0.175, alignment/train=0.0804, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 27%|██▋ | 126/469 [00:12<00:34, 9.96it/s, v_num=9, loss/train=0.175, alignment/train=0.0804, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 27%|██▋ | 126/469 [00:12<00:34, 9.96it/s, v_num=9, loss/train=0.147, alignment/train=0.0726, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 27%|██▋ | 127/469 [00:12<00:34, 10.00it/s, v_num=9, loss/train=0.147, alignment/train=0.0726, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 27%|██▋ | 127/469 [00:12<00:34, 9.99it/s, v_num=9, loss/train=0.181, alignment/train=0.0733, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 27%|██▋ | 128/469 [00:12<00:34, 10.03it/s, v_num=9, loss/train=0.181, alignment/train=0.0733, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 27%|██▋ | 128/469 [00:12<00:34, 10.03it/s, v_num=9, loss/train=0.170, alignment/train=0.0784, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 28%|██▊ | 129/469 [00:12<00:34, 9.97it/s, v_num=9, loss/train=0.170, alignment/train=0.0784, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 28%|██▊ | 129/469 [00:12<00:34, 9.97it/s, v_num=9, loss/train=0.158, alignment/train=0.0793, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 28%|██▊ | 130/469 [00:13<00:33, 10.00it/s, v_num=9, loss/train=0.158, alignment/train=0.0793, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 28%|██▊ | 130/469 [00:13<00:33, 10.00it/s, v_num=9, loss/train=0.179, alignment/train=0.0829, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 28%|██▊ | 131/469 [00:13<00:33, 10.03it/s, v_num=9, loss/train=0.179, alignment/train=0.0829, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 28%|██▊ | 131/469 [00:13<00:33, 10.03it/s, v_num=9, loss/train=0.162, alignment/train=0.075, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 28%|██▊ | 132/469 [00:13<00:33, 10.00it/s, v_num=9, loss/train=0.162, alignment/train=0.075, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 28%|██▊ | 132/469 [00:13<00:33, 10.00it/s, v_num=9, loss/train=0.175, alignment/train=0.0761, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 28%|██▊ | 133/469 [00:13<00:33, 10.03it/s, v_num=9, loss/train=0.175, alignment/train=0.0761, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 28%|██▊ | 133/469 [00:13<00:33, 10.03it/s, v_num=9, loss/train=0.149, alignment/train=0.0717, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 29%|██▊ | 134/469 [00:13<00:33, 10.05it/s, v_num=9, loss/train=0.149, alignment/train=0.0717, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 29%|██▊ | 134/469 [00:13<00:33, 10.05it/s, v_num=9, loss/train=0.169, alignment/train=0.0801, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 29%|██▉ | 135/469 [00:13<00:33, 10.08it/s, v_num=9, loss/train=0.169, alignment/train=0.0801, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 29%|██▉ | 135/469 [00:13<00:33, 10.08it/s, v_num=9, loss/train=0.157, alignment/train=0.0717, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 29%|██▉ | 136/469 [00:13<00:32, 10.11it/s, v_num=9, loss/train=0.157, alignment/train=0.0717, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 29%|██▉ | 136/469 [00:13<00:32, 10.11it/s, v_num=9, loss/train=0.182, alignment/train=0.0772, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 29%|██▉ | 137/469 [00:13<00:32, 10.12it/s, v_num=9, loss/train=0.182, alignment/train=0.0772, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 29%|██▉ | 137/469 [00:13<00:32, 10.11it/s, v_num=9, loss/train=0.149, alignment/train=0.0778, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 29%|██▉ | 138/469 [00:13<00:32, 10.15it/s, v_num=9, loss/train=0.149, alignment/train=0.0778, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 29%|██▉ | 138/469 [00:13<00:32, 10.15it/s, v_num=9, loss/train=0.162, alignment/train=0.0784, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 30%|██▉ | 139/469 [00:13<00:32, 10.16it/s, v_num=9, loss/train=0.162, alignment/train=0.0784, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 30%|██▉ | 139/469 [00:13<00:32, 10.16it/s, v_num=9, loss/train=0.163, alignment/train=0.0704, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 30%|██▉ | 140/469 [00:13<00:32, 10.12it/s, v_num=9, loss/train=0.163, alignment/train=0.0704, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 30%|██▉ | 140/469 [00:13<00:32, 10.12it/s, v_num=9, loss/train=0.179, alignment/train=0.077, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 30%|███ | 141/469 [00:13<00:32, 10.10it/s, v_num=9, loss/train=0.179, alignment/train=0.077, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 30%|███ | 141/469 [00:13<00:32, 10.10it/s, v_num=9, loss/train=0.154, alignment/train=0.0817, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 30%|███ | 142/469 [00:14<00:32, 10.07it/s, v_num=9, loss/train=0.154, alignment/train=0.0817, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 30%|███ | 142/469 [00:14<00:32, 10.07it/s, v_num=9, loss/train=0.164, alignment/train=0.0645, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 30%|███ | 143/469 [00:14<00:32, 10.10it/s, v_num=9, loss/train=0.164, alignment/train=0.0645, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 30%|███ | 143/469 [00:14<00:32, 10.10it/s, v_num=9, loss/train=0.164, alignment/train=0.0739, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 31%|███ | 144/469 [00:14<00:32, 10.13it/s, v_num=9, loss/train=0.164, alignment/train=0.0739, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 31%|███ | 144/469 [00:14<00:32, 10.13it/s, v_num=9, loss/train=0.169, alignment/train=0.0784, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 31%|███ | 145/469 [00:14<00:31, 10.13it/s, v_num=9, loss/train=0.169, alignment/train=0.0784, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 31%|███ | 145/469 [00:14<00:31, 10.13it/s, v_num=9, loss/train=0.191, alignment/train=0.082, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 31%|███ | 146/469 [00:14<00:31, 10.14it/s, v_num=9, loss/train=0.191, alignment/train=0.082, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 31%|███ | 146/469 [00:14<00:31, 10.14it/s, v_num=9, loss/train=0.184, alignment/train=0.0733, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 31%|███▏ | 147/469 [00:14<00:31, 10.17it/s, v_num=9, loss/train=0.184, alignment/train=0.0733, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 31%|███▏ | 147/469 [00:14<00:31, 10.16it/s, v_num=9, loss/train=0.145, alignment/train=0.0779, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 32%|███▏ | 148/469 [00:14<00:31, 10.12it/s, v_num=9, loss/train=0.145, alignment/train=0.0779, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 32%|███▏ | 148/469 [00:14<00:31, 10.12it/s, v_num=9, loss/train=0.152, alignment/train=0.0725, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 32%|███▏ | 149/469 [00:14<00:31, 10.15it/s, v_num=9, loss/train=0.152, alignment/train=0.0725, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 32%|███▏ | 149/469 [00:14<00:31, 10.15it/s, v_num=9, loss/train=0.161, alignment/train=0.078, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 32%|███▏ | 150/469 [00:14<00:31, 10.18it/s, v_num=9, loss/train=0.161, alignment/train=0.078, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 32%|███▏ | 150/469 [00:14<00:31, 10.18it/s, v_num=9, loss/train=0.136, alignment/train=0.071, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 32%|███▏ | 151/469 [00:14<00:31, 10.14it/s, v_num=9, loss/train=0.136, alignment/train=0.071, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 32%|███▏ | 151/469 [00:14<00:31, 10.14it/s, v_num=9, loss/train=0.173, alignment/train=0.0796, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 32%|███▏ | 152/469 [00:14<00:31, 10.17it/s, v_num=9, loss/train=0.173, alignment/train=0.0796, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 32%|███▏ | 152/469 [00:14<00:31, 10.17it/s, v_num=9, loss/train=0.215, alignment/train=0.0795, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 33%|███▎ | 153/469 [00:15<00:31, 10.17it/s, v_num=9, loss/train=0.215, alignment/train=0.0795, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 33%|███▎ | 153/469 [00:15<00:31, 10.17it/s, v_num=9, loss/train=0.154, alignment/train=0.0806, uniformity/train=-3.58, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 33%|███▎ | 154/469 [00:15<00:30, 10.20it/s, v_num=9, loss/train=0.154, alignment/train=0.0806, uniformity/train=-3.58, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 33%|███▎ | 154/469 [00:15<00:30, 10.20it/s, v_num=9, loss/train=0.166, alignment/train=0.075, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 33%|███▎ | 155/469 [00:15<00:30, 10.20it/s, v_num=9, loss/train=0.166, alignment/train=0.075, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 33%|███▎ | 155/469 [00:15<00:30, 10.20it/s, v_num=9, loss/train=0.140, alignment/train=0.0724, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 33%|███▎ | 156/469 [00:15<00:30, 10.21it/s, v_num=9, loss/train=0.140, alignment/train=0.0724, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 33%|███▎ | 156/469 [00:15<00:30, 10.21it/s, v_num=9, loss/train=0.154, alignment/train=0.0705, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 33%|███▎ | 157/469 [00:15<00:30, 10.23it/s, v_num=9, loss/train=0.154, alignment/train=0.0705, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 33%|███▎ | 157/469 [00:15<00:30, 10.23it/s, v_num=9, loss/train=0.190, alignment/train=0.0908, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 34%|███▎ | 158/469 [00:15<00:30, 10.22it/s, v_num=9, loss/train=0.190, alignment/train=0.0908, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 34%|███▎ | 158/469 [00:15<00:30, 10.22it/s, v_num=9, loss/train=0.174, alignment/train=0.0895, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 34%|███▍ | 159/469 [00:15<00:30, 10.19it/s, v_num=9, loss/train=0.174, alignment/train=0.0895, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 34%|███▍ | 159/469 [00:15<00:30, 10.19it/s, v_num=9, loss/train=0.170, alignment/train=0.0767, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 34%|███▍ | 160/469 [00:15<00:30, 10.21it/s, v_num=9, loss/train=0.170, alignment/train=0.0767, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 34%|███▍ | 160/469 [00:15<00:30, 10.21it/s, v_num=9, loss/train=0.147, alignment/train=0.081, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 34%|███▍ | 161/469 [00:15<00:30, 10.21it/s, v_num=9, loss/train=0.147, alignment/train=0.081, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 34%|███▍ | 161/469 [00:15<00:30, 10.21it/s, v_num=9, loss/train=0.196, alignment/train=0.0841, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 35%|███▍ | 162/469 [00:15<00:30, 10.22it/s, v_num=9, loss/train=0.196, alignment/train=0.0841, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 35%|███▍ | 162/469 [00:15<00:30, 10.22it/s, v_num=9, loss/train=0.173, alignment/train=0.0815, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 35%|███▍ | 163/469 [00:15<00:29, 10.22it/s, v_num=9, loss/train=0.173, alignment/train=0.0815, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 35%|███▍ | 163/469 [00:15<00:29, 10.22it/s, v_num=9, loss/train=0.141, alignment/train=0.0716, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 35%|███▍ | 164/469 [00:16<00:29, 10.22it/s, v_num=9, loss/train=0.141, alignment/train=0.0716, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 35%|███▍ | 164/469 [00:16<00:29, 10.22it/s, v_num=9, loss/train=0.171, alignment/train=0.089, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 35%|███▌ | 165/469 [00:16<00:29, 10.25it/s, v_num=9, loss/train=0.171, alignment/train=0.089, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 35%|███▌ | 165/469 [00:16<00:29, 10.25it/s, v_num=9, loss/train=0.182, alignment/train=0.0766, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 35%|███▌ | 166/469 [00:16<00:29, 10.26it/s, v_num=9, loss/train=0.182, alignment/train=0.0766, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 35%|███▌ | 166/469 [00:16<00:29, 10.26it/s, v_num=9, loss/train=0.141, alignment/train=0.0756, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 36%|███▌ | 167/469 [00:16<00:29, 10.26it/s, v_num=9, loss/train=0.141, alignment/train=0.0756, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 36%|███▌ | 167/469 [00:16<00:29, 10.26it/s, v_num=9, loss/train=0.138, alignment/train=0.0804, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 36%|███▌ | 168/469 [00:16<00:29, 10.28it/s, v_num=9, loss/train=0.138, alignment/train=0.0804, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 36%|███▌ | 168/469 [00:16<00:29, 10.28it/s, v_num=9, loss/train=0.149, alignment/train=0.0767, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 36%|███▌ | 169/469 [00:16<00:29, 10.25it/s, v_num=9, loss/train=0.149, alignment/train=0.0767, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 36%|███▌ | 169/469 [00:16<00:29, 10.25it/s, v_num=9, loss/train=0.129, alignment/train=0.0662, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 36%|███▌ | 170/469 [00:16<00:29, 10.27it/s, v_num=9, loss/train=0.129, alignment/train=0.0662, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 36%|███▌ | 170/469 [00:16<00:29, 10.27it/s, v_num=9, loss/train=0.157, alignment/train=0.0717, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 36%|███▋ | 171/469 [00:16<00:29, 10.27it/s, v_num=9, loss/train=0.157, alignment/train=0.0717, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 36%|███▋ | 171/469 [00:16<00:29, 10.27it/s, v_num=9, loss/train=0.162, alignment/train=0.076, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 37%|███▋ | 172/469 [00:16<00:28, 10.30it/s, v_num=9, loss/train=0.162, alignment/train=0.076, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 37%|███▋ | 172/469 [00:16<00:28, 10.30it/s, v_num=9, loss/train=0.183, alignment/train=0.0752, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 37%|███▋ | 173/469 [00:16<00:28, 10.31it/s, v_num=9, loss/train=0.183, alignment/train=0.0752, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 37%|███▋ | 173/469 [00:16<00:28, 10.31it/s, v_num=9, loss/train=0.178, alignment/train=0.0796, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 37%|███▋ | 174/469 [00:16<00:28, 10.33it/s, v_num=9, loss/train=0.178, alignment/train=0.0796, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 37%|███▋ | 174/469 [00:16<00:28, 10.33it/s, v_num=9, loss/train=0.166, alignment/train=0.0897, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 37%|███▋ | 175/469 [00:16<00:28, 10.33it/s, v_num=9, loss/train=0.166, alignment/train=0.0897, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 37%|███▋ | 175/469 [00:16<00:28, 10.33it/s, v_num=9, loss/train=0.197, alignment/train=0.0812, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 38%|███▊ | 176/469 [00:17<00:28, 10.28it/s, v_num=9, loss/train=0.197, alignment/train=0.0812, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 38%|███▊ | 176/469 [00:17<00:28, 10.28it/s, v_num=9, loss/train=0.149, alignment/train=0.0754, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 38%|███▊ | 177/469 [00:17<00:28, 10.29it/s, v_num=9, loss/train=0.149, alignment/train=0.0754, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 38%|███▊ | 177/469 [00:17<00:28, 10.29it/s, v_num=9, loss/train=0.148, alignment/train=0.0842, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 38%|███▊ | 178/469 [00:17<00:28, 10.29it/s, v_num=9, loss/train=0.148, alignment/train=0.0842, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 38%|███▊ | 178/469 [00:17<00:28, 10.29it/s, v_num=9, loss/train=0.166, alignment/train=0.0711, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 38%|███▊ | 179/469 [00:17<00:28, 10.29it/s, v_num=9, loss/train=0.166, alignment/train=0.0711, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 38%|███▊ | 179/469 [00:17<00:28, 10.29it/s, v_num=9, loss/train=0.151, alignment/train=0.0784, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 38%|███▊ | 180/469 [00:17<00:28, 10.31it/s, v_num=9, loss/train=0.151, alignment/train=0.0784, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 38%|███▊ | 180/469 [00:17<00:28, 10.31it/s, v_num=9, loss/train=0.148, alignment/train=0.0769, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 39%|███▊ | 181/469 [00:17<00:27, 10.33it/s, v_num=9, loss/train=0.148, alignment/train=0.0769, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 39%|███▊ | 181/469 [00:17<00:27, 10.33it/s, v_num=9, loss/train=0.157, alignment/train=0.0783, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 39%|███▉ | 182/469 [00:17<00:27, 10.35it/s, v_num=9, loss/train=0.157, alignment/train=0.0783, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 39%|███▉ | 182/469 [00:17<00:27, 10.35it/s, v_num=9, loss/train=0.161, alignment/train=0.083, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 39%|███▉ | 183/469 [00:17<00:27, 10.34it/s, v_num=9, loss/train=0.161, alignment/train=0.083, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 39%|███▉ | 183/469 [00:17<00:27, 10.34it/s, v_num=9, loss/train=0.159, alignment/train=0.0873, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 39%|███▉ | 184/469 [00:17<00:27, 10.32it/s, v_num=9, loss/train=0.159, alignment/train=0.0873, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 39%|███▉ | 184/469 [00:17<00:27, 10.32it/s, v_num=9, loss/train=0.158, alignment/train=0.0855, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 39%|███▉ | 185/469 [00:17<00:27, 10.33it/s, v_num=9, loss/train=0.158, alignment/train=0.0855, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 39%|███▉ | 185/469 [00:17<00:27, 10.33it/s, v_num=9, loss/train=0.175, alignment/train=0.0823, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 40%|███▉ | 186/469 [00:17<00:27, 10.34it/s, v_num=9, loss/train=0.175, alignment/train=0.0823, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 40%|███▉ | 186/469 [00:17<00:27, 10.34it/s, v_num=9, loss/train=0.177, alignment/train=0.0858, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 40%|███▉ | 187/469 [00:18<00:27, 10.36it/s, v_num=9, loss/train=0.177, alignment/train=0.0858, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 40%|███▉ | 187/469 [00:18<00:27, 10.36it/s, v_num=9, loss/train=0.149, alignment/train=0.0774, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 40%|████ | 188/469 [00:18<00:27, 10.35it/s, v_num=9, loss/train=0.149, alignment/train=0.0774, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 40%|████ | 188/469 [00:18<00:27, 10.35it/s, v_num=9, loss/train=0.169, alignment/train=0.0709, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 40%|████ | 189/469 [00:18<00:27, 10.35it/s, v_num=9, loss/train=0.169, alignment/train=0.0709, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 40%|████ | 189/469 [00:18<00:27, 10.35it/s, v_num=9, loss/train=0.183, alignment/train=0.084, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 41%|████ | 190/469 [00:18<00:26, 10.36it/s, v_num=9, loss/train=0.183, alignment/train=0.084, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 41%|████ | 190/469 [00:18<00:26, 10.36it/s, v_num=9, loss/train=0.171, alignment/train=0.0781, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 41%|████ | 191/469 [00:18<00:26, 10.36it/s, v_num=9, loss/train=0.171, alignment/train=0.0781, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 41%|████ | 191/469 [00:18<00:26, 10.36it/s, v_num=9, loss/train=0.149, alignment/train=0.0732, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 41%|████ | 192/469 [00:18<00:26, 10.37it/s, v_num=9, loss/train=0.149, alignment/train=0.0732, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 41%|████ | 192/469 [00:18<00:26, 10.37it/s, v_num=9, loss/train=0.151, alignment/train=0.0789, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 41%|████ | 193/469 [00:18<00:26, 10.37it/s, v_num=9, loss/train=0.151, alignment/train=0.0789, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 41%|████ | 193/469 [00:18<00:26, 10.37it/s, v_num=9, loss/train=0.169, alignment/train=0.0862, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 41%|████▏ | 194/469 [00:18<00:26, 10.37it/s, v_num=9, loss/train=0.169, alignment/train=0.0862, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 41%|████▏ | 194/469 [00:18<00:26, 10.37it/s, v_num=9, loss/train=0.159, alignment/train=0.0809, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 42%|████▏ | 195/469 [00:18<00:26, 10.37it/s, v_num=9, loss/train=0.159, alignment/train=0.0809, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 42%|████▏ | 195/469 [00:18<00:26, 10.37it/s, v_num=9, loss/train=0.143, alignment/train=0.0768, uniformity/train=-3.58, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 42%|████▏ | 196/469 [00:18<00:26, 10.38it/s, v_num=9, loss/train=0.143, alignment/train=0.0768, uniformity/train=-3.58, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 42%|████▏ | 196/469 [00:18<00:26, 10.38it/s, v_num=9, loss/train=0.161, alignment/train=0.0736, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 42%|████▏ | 197/469 [00:19<00:26, 10.37it/s, v_num=9, loss/train=0.161, alignment/train=0.0736, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 42%|████▏ | 197/469 [00:19<00:26, 10.37it/s, v_num=9, loss/train=0.156, alignment/train=0.0796, uniformity/train=-3.58, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 42%|████▏ | 198/469 [00:19<00:26, 10.39it/s, v_num=9, loss/train=0.156, alignment/train=0.0796, uniformity/train=-3.58, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 42%|████▏ | 198/469 [00:19<00:26, 10.39it/s, v_num=9, loss/train=0.167, alignment/train=0.069, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 42%|████▏ | 199/469 [00:19<00:25, 10.40it/s, v_num=9, loss/train=0.167, alignment/train=0.069, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 42%|████▏ | 199/469 [00:19<00:25, 10.40it/s, v_num=9, loss/train=0.181, alignment/train=0.0851, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 43%|████▎ | 200/469 [00:19<00:25, 10.42it/s, v_num=9, loss/train=0.181, alignment/train=0.0851, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 43%|████▎ | 200/469 [00:19<00:25, 10.42it/s, v_num=9, loss/train=0.169, alignment/train=0.0773, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 43%|████▎ | 201/469 [00:19<00:25, 10.44it/s, v_num=9, loss/train=0.169, alignment/train=0.0773, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 43%|████▎ | 201/469 [00:19<00:25, 10.44it/s, v_num=9, loss/train=0.200, alignment/train=0.0968, uniformity/train=-3.56, contrastive_acc/train=0.977, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 43%|████▎ | 202/469 [00:19<00:25, 10.45it/s, v_num=9, loss/train=0.200, alignment/train=0.0968, uniformity/train=-3.56, contrastive_acc/train=0.977, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 43%|████▎ | 202/469 [00:19<00:25, 10.45it/s, v_num=9, loss/train=0.156, alignment/train=0.0726, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 43%|████▎ | 203/469 [00:19<00:25, 10.48it/s, v_num=9, loss/train=0.156, alignment/train=0.0726, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 43%|████▎ | 203/469 [00:19<00:25, 10.48it/s, v_num=9, loss/train=0.158, alignment/train=0.0826, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 43%|████▎ | 204/469 [00:19<00:25, 10.45it/s, v_num=9, loss/train=0.158, alignment/train=0.0826, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 43%|████▎ | 204/469 [00:19<00:25, 10.45it/s, v_num=9, loss/train=0.162, alignment/train=0.0766, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 44%|████▎ | 205/469 [00:19<00:25, 10.44it/s, v_num=9, loss/train=0.162, alignment/train=0.0766, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 44%|████▎ | 205/469 [00:19<00:25, 10.44it/s, v_num=9, loss/train=0.150, alignment/train=0.0801, uniformity/train=-3.58, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 44%|████▍ | 206/469 [00:19<00:25, 10.43it/s, v_num=9, loss/train=0.150, alignment/train=0.0801, uniformity/train=-3.58, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 44%|████▍ | 206/469 [00:19<00:25, 10.43it/s, v_num=9, loss/train=0.188, alignment/train=0.0748, uniformity/train=-3.55, contrastive_acc/train=0.988, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 44%|████▍ | 207/469 [00:19<00:25, 10.44it/s, v_num=9, loss/train=0.188, alignment/train=0.0748, uniformity/train=-3.55, contrastive_acc/train=0.988, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 44%|████▍ | 207/469 [00:19<00:25, 10.44it/s, v_num=9, loss/train=0.175, alignment/train=0.0814, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 44%|████▍ | 208/469 [00:19<00:24, 10.44it/s, v_num=9, loss/train=0.175, alignment/train=0.0814, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 44%|████▍ | 208/469 [00:19<00:24, 10.44it/s, v_num=9, loss/train=0.157, alignment/train=0.0816, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 45%|████▍ | 209/469 [00:19<00:24, 10.46it/s, v_num=9, loss/train=0.157, alignment/train=0.0816, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 45%|████▍ | 209/469 [00:19<00:24, 10.46it/s, v_num=9, loss/train=0.142, alignment/train=0.0709, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 45%|████▍ | 210/469 [00:20<00:24, 10.45it/s, v_num=9, loss/train=0.142, alignment/train=0.0709, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 45%|████▍ | 210/469 [00:20<00:24, 10.45it/s, v_num=9, loss/train=0.169, alignment/train=0.0701, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 45%|████▍ | 211/469 [00:20<00:24, 10.42it/s, v_num=9, loss/train=0.169, alignment/train=0.0701, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 45%|████▍ | 211/469 [00:20<00:24, 10.42it/s, v_num=9, loss/train=0.157, alignment/train=0.0899, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 45%|████▌ | 212/469 [00:20<00:24, 10.44it/s, v_num=9, loss/train=0.157, alignment/train=0.0899, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 45%|████▌ | 212/469 [00:20<00:24, 10.44it/s, v_num=9, loss/train=0.157, alignment/train=0.0778, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 45%|████▌ | 213/469 [00:20<00:24, 10.46it/s, v_num=9, loss/train=0.157, alignment/train=0.0778, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 45%|████▌ | 213/469 [00:20<00:24, 10.46it/s, v_num=9, loss/train=0.177, alignment/train=0.0804, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 46%|████▌ | 214/469 [00:20<00:24, 10.48it/s, v_num=9, loss/train=0.177, alignment/train=0.0804, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 46%|████▌ | 214/469 [00:20<00:24, 10.48it/s, v_num=9, loss/train=0.141, alignment/train=0.0745, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 46%|████▌ | 215/469 [00:20<00:24, 10.47it/s, v_num=9, loss/train=0.141, alignment/train=0.0745, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 46%|████▌ | 215/469 [00:20<00:24, 10.47it/s, v_num=9, loss/train=0.185, alignment/train=0.0843, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 46%|████▌ | 216/469 [00:20<00:24, 10.43it/s, v_num=9, loss/train=0.185, alignment/train=0.0843, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 46%|████▌ | 216/469 [00:20<00:24, 10.43it/s, v_num=9, loss/train=0.154, alignment/train=0.0757, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 46%|████▋ | 217/469 [00:20<00:24, 10.45it/s, v_num=9, loss/train=0.154, alignment/train=0.0757, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 46%|████▋ | 217/469 [00:20<00:24, 10.45it/s, v_num=9, loss/train=0.159, alignment/train=0.0751, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 46%|████▋ | 218/469 [00:20<00:23, 10.47it/s, v_num=9, loss/train=0.159, alignment/train=0.0751, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 46%|████▋ | 218/469 [00:20<00:23, 10.47it/s, v_num=9, loss/train=0.180, alignment/train=0.0729, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 47%|████▋ | 219/469 [00:20<00:23, 10.46it/s, v_num=9, loss/train=0.180, alignment/train=0.0729, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 47%|████▋ | 219/469 [00:20<00:23, 10.46it/s, v_num=9, loss/train=0.165, alignment/train=0.0756, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 47%|████▋ | 220/469 [00:21<00:23, 10.47it/s, v_num=9, loss/train=0.165, alignment/train=0.0756, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 47%|████▋ | 220/469 [00:21<00:23, 10.47it/s, v_num=9, loss/train=0.160, alignment/train=0.0731, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 47%|████▋ | 221/469 [00:21<00:23, 10.49it/s, v_num=9, loss/train=0.160, alignment/train=0.0731, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 47%|████▋ | 221/469 [00:21<00:23, 10.49it/s, v_num=9, loss/train=0.146, alignment/train=0.0874, uniformity/train=-3.58, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 47%|████▋ | 222/469 [00:21<00:23, 10.46it/s, v_num=9, loss/train=0.146, alignment/train=0.0874, uniformity/train=-3.58, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 47%|████▋ | 222/469 [00:21<00:23, 10.46it/s, v_num=9, loss/train=0.145, alignment/train=0.0685, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 48%|████▊ | 223/469 [00:21<00:23, 10.48it/s, v_num=9, loss/train=0.145, alignment/train=0.0685, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 48%|████▊ | 223/469 [00:21<00:23, 10.48it/s, v_num=9, loss/train=0.134, alignment/train=0.0733, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 48%|████▊ | 224/469 [00:21<00:23, 10.50it/s, v_num=9, loss/train=0.134, alignment/train=0.0733, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 48%|████▊ | 224/469 [00:21<00:23, 10.49it/s, v_num=9, loss/train=0.149, alignment/train=0.0825, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 48%|████▊ | 225/469 [00:21<00:23, 10.51it/s, v_num=9, loss/train=0.149, alignment/train=0.0825, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 48%|████▊ | 225/469 [00:21<00:23, 10.51it/s, v_num=9, loss/train=0.182, alignment/train=0.0743, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 48%|████▊ | 226/469 [00:21<00:23, 10.53it/s, v_num=9, loss/train=0.182, alignment/train=0.0743, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 48%|████▊ | 226/469 [00:21<00:23, 10.53it/s, v_num=9, loss/train=0.170, alignment/train=0.0727, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 48%|████▊ | 227/469 [00:21<00:22, 10.53it/s, v_num=9, loss/train=0.170, alignment/train=0.0727, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 48%|████▊ | 227/469 [00:21<00:22, 10.53it/s, v_num=9, loss/train=0.165, alignment/train=0.0852, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 49%|████▊ | 228/469 [00:21<00:22, 10.49it/s, v_num=9, loss/train=0.165, alignment/train=0.0852, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 49%|████▊ | 228/469 [00:21<00:22, 10.49it/s, v_num=9, loss/train=0.146, alignment/train=0.0785, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 49%|████▉ | 229/469 [00:21<00:22, 10.49it/s, v_num=9, loss/train=0.146, alignment/train=0.0785, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 49%|████▉ | 229/469 [00:21<00:22, 10.49it/s, v_num=9, loss/train=0.157, alignment/train=0.0683, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 49%|████▉ | 230/469 [00:21<00:22, 10.50it/s, v_num=9, loss/train=0.157, alignment/train=0.0683, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 49%|████▉ | 230/469 [00:21<00:22, 10.50it/s, v_num=9, loss/train=0.179, alignment/train=0.0823, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 49%|████▉ | 231/469 [00:21<00:22, 10.50it/s, v_num=9, loss/train=0.179, alignment/train=0.0823, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 49%|████▉ | 231/469 [00:21<00:22, 10.50it/s, v_num=9, loss/train=0.150, alignment/train=0.0785, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 49%|████▉ | 232/469 [00:22<00:22, 10.52it/s, v_num=9, loss/train=0.150, alignment/train=0.0785, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 49%|████▉ | 232/469 [00:22<00:22, 10.52it/s, v_num=9, loss/train=0.196, alignment/train=0.0831, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 50%|████▉ | 233/469 [00:22<00:22, 10.52it/s, v_num=9, loss/train=0.196, alignment/train=0.0831, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 50%|████▉ | 233/469 [00:22<00:22, 10.52it/s, v_num=9, loss/train=0.189, alignment/train=0.0724, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 50%|████▉ | 234/469 [00:22<00:22, 10.51it/s, v_num=9, loss/train=0.189, alignment/train=0.0724, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 50%|████▉ | 234/469 [00:22<00:22, 10.51it/s, v_num=9, loss/train=0.180, alignment/train=0.0833, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 50%|█████ | 235/469 [00:22<00:22, 10.52it/s, v_num=9, loss/train=0.180, alignment/train=0.0833, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 50%|█████ | 235/469 [00:22<00:22, 10.52it/s, v_num=9, loss/train=0.181, alignment/train=0.0857, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 50%|█████ | 236/469 [00:22<00:22, 10.52it/s, v_num=9, loss/train=0.181, alignment/train=0.0857, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 50%|█████ | 236/469 [00:22<00:22, 10.52it/s, v_num=9, loss/train=0.149, alignment/train=0.0745, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 51%|█████ | 237/469 [00:22<00:22, 10.51it/s, v_num=9, loss/train=0.149, alignment/train=0.0745, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 51%|█████ | 237/469 [00:22<00:22, 10.51it/s, v_num=9, loss/train=0.157, alignment/train=0.0826, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 51%|█████ | 238/469 [00:22<00:21, 10.50it/s, v_num=9, loss/train=0.157, alignment/train=0.0826, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 51%|█████ | 238/469 [00:22<00:21, 10.50it/s, v_num=9, loss/train=0.170, alignment/train=0.0732, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 51%|█████ | 239/469 [00:22<00:21, 10.51it/s, v_num=9, loss/train=0.170, alignment/train=0.0732, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 51%|█████ | 239/469 [00:22<00:21, 10.51it/s, v_num=9, loss/train=0.175, alignment/train=0.0725, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 51%|█████ | 240/469 [00:22<00:21, 10.53it/s, v_num=9, loss/train=0.175, alignment/train=0.0725, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 51%|█████ | 240/469 [00:22<00:21, 10.53it/s, v_num=9, loss/train=0.184, alignment/train=0.073, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 51%|█████▏ | 241/469 [00:22<00:21, 10.54it/s, v_num=9, loss/train=0.184, alignment/train=0.073, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 51%|█████▏ | 241/469 [00:22<00:21, 10.54it/s, v_num=9, loss/train=0.146, alignment/train=0.0733, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 52%|█████▏ | 242/469 [00:22<00:21, 10.55it/s, v_num=9, loss/train=0.146, alignment/train=0.0733, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 52%|█████▏ | 242/469 [00:22<00:21, 10.55it/s, v_num=9, loss/train=0.182, alignment/train=0.0788, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 52%|█████▏ | 243/469 [00:22<00:21, 10.57it/s, v_num=9, loss/train=0.182, alignment/train=0.0788, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 52%|█████▏ | 243/469 [00:22<00:21, 10.57it/s, v_num=9, loss/train=0.181, alignment/train=0.0743, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 52%|█████▏ | 244/469 [00:23<00:21, 10.56it/s, v_num=9, loss/train=0.181, alignment/train=0.0743, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 52%|█████▏ | 244/469 [00:23<00:21, 10.56it/s, v_num=9, loss/train=0.182, alignment/train=0.079, uniformity/train=-3.56, contrastive_acc/train=0.988, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 52%|█████▏ | 245/469 [00:23<00:21, 10.53it/s, v_num=9, loss/train=0.182, alignment/train=0.079, uniformity/train=-3.56, contrastive_acc/train=0.988, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 52%|█████▏ | 245/469 [00:23<00:21, 10.53it/s, v_num=9, loss/train=0.175, alignment/train=0.0748, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 52%|█████▏ | 246/469 [00:23<00:21, 10.53it/s, v_num=9, loss/train=0.175, alignment/train=0.0748, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 52%|█████▏ | 246/469 [00:23<00:21, 10.53it/s, v_num=9, loss/train=0.158, alignment/train=0.0761, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 53%|█████▎ | 247/469 [00:23<00:21, 10.53it/s, v_num=9, loss/train=0.158, alignment/train=0.0761, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 53%|█████▎ | 247/469 [00:23<00:21, 10.53it/s, v_num=9, loss/train=0.165, alignment/train=0.0778, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 53%|█████▎ | 248/469 [00:23<00:20, 10.55it/s, v_num=9, loss/train=0.165, alignment/train=0.0778, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 53%|█████▎ | 248/469 [00:23<00:20, 10.55it/s, v_num=9, loss/train=0.174, alignment/train=0.082, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 53%|█████▎ | 249/469 [00:23<00:20, 10.55it/s, v_num=9, loss/train=0.174, alignment/train=0.082, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 53%|█████▎ | 249/469 [00:23<00:20, 10.55it/s, v_num=9, loss/train=0.150, alignment/train=0.0751, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 53%|█████▎ | 250/469 [00:23<00:20, 10.55it/s, v_num=9, loss/train=0.150, alignment/train=0.0751, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 53%|█████▎ | 250/469 [00:23<00:20, 10.55it/s, v_num=9, loss/train=0.149, alignment/train=0.0633, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 54%|█████▎ | 251/469 [00:23<00:20, 10.57it/s, v_num=9, loss/train=0.149, alignment/train=0.0633, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 54%|█████▎ | 251/469 [00:23<00:20, 10.57it/s, v_num=9, loss/train=0.160, alignment/train=0.0807, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 54%|█████▎ | 252/469 [00:23<00:20, 10.58it/s, v_num=9, loss/train=0.160, alignment/train=0.0807, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 54%|█████▎ | 252/469 [00:23<00:20, 10.58it/s, v_num=9, loss/train=0.182, alignment/train=0.0886, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 54%|█████▍ | 253/469 [00:23<00:20, 10.60it/s, v_num=9, loss/train=0.182, alignment/train=0.0886, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 54%|█████▍ | 253/469 [00:23<00:20, 10.59it/s, v_num=9, loss/train=0.186, alignment/train=0.0767, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 54%|█████▍ | 254/469 [00:23<00:20, 10.59it/s, v_num=9, loss/train=0.186, alignment/train=0.0767, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 54%|█████▍ | 254/469 [00:23<00:20, 10.59it/s, v_num=9, loss/train=0.180, alignment/train=0.0862, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 54%|█████▍ | 255/469 [00:24<00:20, 10.60it/s, v_num=9, loss/train=0.180, alignment/train=0.0862, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 54%|█████▍ | 255/469 [00:24<00:20, 10.60it/s, v_num=9, loss/train=0.181, alignment/train=0.0846, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 55%|█████▍ | 256/469 [00:24<00:20, 10.60it/s, v_num=9, loss/train=0.181, alignment/train=0.0846, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 55%|█████▍ | 256/469 [00:24<00:20, 10.60it/s, v_num=9, loss/train=0.171, alignment/train=0.0757, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 55%|█████▍ | 257/469 [00:24<00:20, 10.59it/s, v_num=9, loss/train=0.171, alignment/train=0.0757, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 55%|█████▍ | 257/469 [00:24<00:20, 10.59it/s, v_num=9, loss/train=0.146, alignment/train=0.0792, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 55%|█████▌ | 258/469 [00:24<00:19, 10.56it/s, v_num=9, loss/train=0.146, alignment/train=0.0792, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 55%|█████▌ | 258/469 [00:24<00:19, 10.56it/s, v_num=9, loss/train=0.171, alignment/train=0.0871, uniformity/train=-3.58, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 55%|█████▌ | 259/469 [00:24<00:19, 10.57it/s, v_num=9, loss/train=0.171, alignment/train=0.0871, uniformity/train=-3.58, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 55%|█████▌ | 259/469 [00:24<00:19, 10.57it/s, v_num=9, loss/train=0.138, alignment/train=0.0759, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 55%|█████▌ | 260/469 [00:24<00:19, 10.57it/s, v_num=9, loss/train=0.138, alignment/train=0.0759, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 55%|█████▌ | 260/469 [00:24<00:19, 10.57it/s, v_num=9, loss/train=0.175, alignment/train=0.0851, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 56%|█████▌ | 261/469 [00:24<00:19, 10.58it/s, v_num=9, loss/train=0.175, alignment/train=0.0851, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 56%|█████▌ | 261/469 [00:24<00:19, 10.57it/s, v_num=9, loss/train=0.187, alignment/train=0.0715, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 56%|█████▌ | 262/469 [00:24<00:19, 10.59it/s, v_num=9, loss/train=0.187, alignment/train=0.0715, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 56%|█████▌ | 262/469 [00:24<00:19, 10.59it/s, v_num=9, loss/train=0.210, alignment/train=0.0744, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 56%|█████▌ | 263/469 [00:24<00:19, 10.58it/s, v_num=9, loss/train=0.210, alignment/train=0.0744, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 56%|█████▌ | 263/469 [00:24<00:19, 10.58it/s, v_num=9, loss/train=0.166, alignment/train=0.0742, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 56%|█████▋ | 264/469 [00:24<00:19, 10.58it/s, v_num=9, loss/train=0.166, alignment/train=0.0742, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 56%|█████▋ | 264/469 [00:24<00:19, 10.58it/s, v_num=9, loss/train=0.172, alignment/train=0.069, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 57%|█████▋ | 265/469 [00:25<00:19, 10.60it/s, v_num=9, loss/train=0.172, alignment/train=0.069, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 57%|█████▋ | 265/469 [00:25<00:19, 10.60it/s, v_num=9, loss/train=0.173, alignment/train=0.0789, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 57%|█████▋ | 266/469 [00:25<00:19, 10.61it/s, v_num=9, loss/train=0.173, alignment/train=0.0789, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 57%|█████▋ | 266/469 [00:25<00:19, 10.61it/s, v_num=9, loss/train=0.170, alignment/train=0.0795, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 57%|█████▋ | 267/469 [00:25<00:19, 10.61it/s, v_num=9, loss/train=0.170, alignment/train=0.0795, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 57%|█████▋ | 267/469 [00:25<00:19, 10.61it/s, v_num=9, loss/train=0.199, alignment/train=0.084, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 57%|█████▋ | 268/469 [00:25<00:18, 10.58it/s, v_num=9, loss/train=0.199, alignment/train=0.084, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 57%|█████▋ | 268/469 [00:25<00:18, 10.58it/s, v_num=9, loss/train=0.182, alignment/train=0.0848, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 57%|█████▋ | 269/469 [00:25<00:18, 10.59it/s, v_num=9, loss/train=0.182, alignment/train=0.0848, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 57%|█████▋ | 269/469 [00:25<00:18, 10.59it/s, v_num=9, loss/train=0.144, alignment/train=0.0705, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 58%|█████▊ | 270/469 [00:25<00:18, 10.59it/s, v_num=9, loss/train=0.144, alignment/train=0.0705, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 58%|█████▊ | 270/469 [00:25<00:18, 10.59it/s, v_num=9, loss/train=0.151, alignment/train=0.0742, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 58%|█████▊ | 271/469 [00:25<00:18, 10.60it/s, v_num=9, loss/train=0.151, alignment/train=0.0742, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 58%|█████▊ | 271/469 [00:25<00:18, 10.60it/s, v_num=9, loss/train=0.188, alignment/train=0.0755, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 58%|█████▊ | 272/469 [00:25<00:18, 10.61it/s, v_num=9, loss/train=0.188, alignment/train=0.0755, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 58%|█████▊ | 272/469 [00:25<00:18, 10.61it/s, v_num=9, loss/train=0.162, alignment/train=0.0858, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 58%|█████▊ | 273/469 [00:25<00:18, 10.60it/s, v_num=9, loss/train=0.162, alignment/train=0.0858, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 58%|█████▊ | 273/469 [00:25<00:18, 10.60it/s, v_num=9, loss/train=0.170, alignment/train=0.0722, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 58%|█████▊ | 274/469 [00:25<00:18, 10.62it/s, v_num=9, loss/train=0.170, alignment/train=0.0722, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 58%|█████▊ | 274/469 [00:25<00:18, 10.62it/s, v_num=9, loss/train=0.165, alignment/train=0.0689, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 59%|█████▊ | 275/469 [00:25<00:18, 10.62it/s, v_num=9, loss/train=0.165, alignment/train=0.0689, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 59%|█████▊ | 275/469 [00:25<00:18, 10.62it/s, v_num=9, loss/train=0.177, alignment/train=0.0888, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 59%|█████▉ | 276/469 [00:26<00:18, 10.60it/s, v_num=9, loss/train=0.177, alignment/train=0.0888, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 59%|█████▉ | 276/469 [00:26<00:18, 10.60it/s, v_num=9, loss/train=0.168, alignment/train=0.0831, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 59%|█████▉ | 277/469 [00:26<00:18, 10.61it/s, v_num=9, loss/train=0.168, alignment/train=0.0831, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 59%|█████▉ | 277/469 [00:26<00:18, 10.61it/s, v_num=9, loss/train=0.160, alignment/train=0.0785, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 59%|█████▉ | 278/469 [00:26<00:17, 10.62it/s, v_num=9, loss/train=0.160, alignment/train=0.0785, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 59%|█████▉ | 278/469 [00:26<00:17, 10.62it/s, v_num=9, loss/train=0.177, alignment/train=0.082, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 59%|█████▉ | 279/469 [00:26<00:17, 10.60it/s, v_num=9, loss/train=0.177, alignment/train=0.082, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 59%|█████▉ | 279/469 [00:26<00:17, 10.60it/s, v_num=9, loss/train=0.135, alignment/train=0.0761, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 60%|█████▉ | 280/469 [00:26<00:17, 10.61it/s, v_num=9, loss/train=0.135, alignment/train=0.0761, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 60%|█████▉ | 280/469 [00:26<00:17, 10.61it/s, v_num=9, loss/train=0.172, alignment/train=0.072, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 60%|█████▉ | 281/469 [00:26<00:17, 10.62it/s, v_num=9, loss/train=0.172, alignment/train=0.072, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 60%|█████▉ | 281/469 [00:26<00:17, 10.62it/s, v_num=9, loss/train=0.169, alignment/train=0.0822, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 60%|██████ | 282/469 [00:26<00:17, 10.64it/s, v_num=9, loss/train=0.169, alignment/train=0.0822, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 60%|██████ | 282/469 [00:26<00:17, 10.64it/s, v_num=9, loss/train=0.158, alignment/train=0.0696, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 60%|██████ | 283/469 [00:26<00:17, 10.65it/s, v_num=9, loss/train=0.158, alignment/train=0.0696, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 60%|██████ | 283/469 [00:26<00:17, 10.65it/s, v_num=9, loss/train=0.175, alignment/train=0.0779, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 61%|██████ | 284/469 [00:26<00:17, 10.65it/s, v_num=9, loss/train=0.175, alignment/train=0.0779, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 61%|██████ | 284/469 [00:26<00:17, 10.65it/s, v_num=9, loss/train=0.169, alignment/train=0.0845, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 61%|██████ | 285/469 [00:26<00:17, 10.62it/s, v_num=9, loss/train=0.169, alignment/train=0.0845, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 61%|██████ | 285/469 [00:26<00:17, 10.62it/s, v_num=9, loss/train=0.167, alignment/train=0.0767, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 61%|██████ | 286/469 [00:26<00:17, 10.63it/s, v_num=9, loss/train=0.167, alignment/train=0.0767, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 61%|██████ | 286/469 [00:26<00:17, 10.63it/s, v_num=9, loss/train=0.183, alignment/train=0.0834, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 61%|██████ | 287/469 [00:26<00:17, 10.64it/s, v_num=9, loss/train=0.183, alignment/train=0.0834, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 61%|██████ | 287/469 [00:26<00:17, 10.64it/s, v_num=9, loss/train=0.164, alignment/train=0.0741, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 61%|██████▏ | 288/469 [00:27<00:16, 10.66it/s, v_num=9, loss/train=0.164, alignment/train=0.0741, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 61%|██████▏ | 288/469 [00:27<00:16, 10.66it/s, v_num=9, loss/train=0.157, alignment/train=0.0711, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 62%|██████▏ | 289/469 [00:27<00:16, 10.64it/s, v_num=9, loss/train=0.157, alignment/train=0.0711, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 62%|██████▏ | 289/469 [00:27<00:16, 10.64it/s, v_num=9, loss/train=0.157, alignment/train=0.0763, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 62%|██████▏ | 290/469 [00:27<00:16, 10.63it/s, v_num=9, loss/train=0.157, alignment/train=0.0763, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 62%|██████▏ | 290/469 [00:27<00:16, 10.63it/s, v_num=9, loss/train=0.133, alignment/train=0.0654, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 62%|██████▏ | 291/469 [00:27<00:16, 10.64it/s, v_num=9, loss/train=0.133, alignment/train=0.0654, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 62%|██████▏ | 291/469 [00:27<00:16, 10.64it/s, v_num=9, loss/train=0.163, alignment/train=0.0824, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 62%|██████▏ | 292/469 [00:27<00:16, 10.64it/s, v_num=9, loss/train=0.163, alignment/train=0.0824, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 62%|██████▏ | 292/469 [00:27<00:16, 10.64it/s, v_num=9, loss/train=0.168, alignment/train=0.0665, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 62%|██████▏ | 293/469 [00:27<00:16, 10.64it/s, v_num=9, loss/train=0.168, alignment/train=0.0665, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 62%|██████▏ | 293/469 [00:27<00:16, 10.64it/s, v_num=9, loss/train=0.159, alignment/train=0.0763, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 63%|██████▎ | 294/469 [00:27<00:16, 10.63it/s, v_num=9, loss/train=0.159, alignment/train=0.0763, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 63%|██████▎ | 294/469 [00:27<00:16, 10.63it/s, v_num=9, loss/train=0.174, alignment/train=0.0806, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 63%|██████▎ | 295/469 [00:27<00:16, 10.64it/s, v_num=9, loss/train=0.174, alignment/train=0.0806, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 63%|██████▎ | 295/469 [00:27<00:16, 10.64it/s, v_num=9, loss/train=0.161, alignment/train=0.0653, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 63%|██████▎ | 296/469 [00:27<00:16, 10.65it/s, v_num=9, loss/train=0.161, alignment/train=0.0653, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 63%|██████▎ | 296/469 [00:27<00:16, 10.65it/s, v_num=9, loss/train=0.137, alignment/train=0.0766, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 63%|██████▎ | 297/469 [00:27<00:16, 10.63it/s, v_num=9, loss/train=0.137, alignment/train=0.0766, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 63%|██████▎ | 297/469 [00:27<00:16, 10.63it/s, v_num=9, loss/train=0.166, alignment/train=0.0776, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 64%|██████▎ | 298/469 [00:28<00:16, 10.64it/s, v_num=9, loss/train=0.166, alignment/train=0.0776, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 64%|██████▎ | 298/469 [00:28<00:16, 10.64it/s, v_num=9, loss/train=0.160, alignment/train=0.0779, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 64%|██████▍ | 299/469 [00:28<00:15, 10.65it/s, v_num=9, loss/train=0.160, alignment/train=0.0779, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 64%|██████▍ | 299/469 [00:28<00:15, 10.65it/s, v_num=9, loss/train=0.167, alignment/train=0.0715, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 64%|██████▍ | 300/469 [00:28<00:15, 10.66it/s, v_num=9, loss/train=0.167, alignment/train=0.0715, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 64%|██████▍ | 300/469 [00:28<00:15, 10.66it/s, v_num=9, loss/train=0.178, alignment/train=0.0724, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 64%|██████▍ | 301/469 [00:28<00:15, 10.66it/s, v_num=9, loss/train=0.178, alignment/train=0.0724, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 64%|██████▍ | 301/469 [00:28<00:15, 10.66it/s, v_num=9, loss/train=0.139, alignment/train=0.0639, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 64%|██████▍ | 302/469 [00:28<00:15, 10.67it/s, v_num=9, loss/train=0.139, alignment/train=0.0639, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 64%|██████▍ | 302/469 [00:28<00:15, 10.67it/s, v_num=9, loss/train=0.167, alignment/train=0.0814, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 65%|██████▍ | 303/469 [00:28<00:15, 10.67it/s, v_num=9, loss/train=0.167, alignment/train=0.0814, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 65%|██████▍ | 303/469 [00:28<00:15, 10.67it/s, v_num=9, loss/train=0.190, alignment/train=0.0915, uniformity/train=-3.54, contrastive_acc/train=0.988, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 65%|██████▍ | 304/469 [00:28<00:15, 10.65it/s, v_num=9, loss/train=0.190, alignment/train=0.0915, uniformity/train=-3.54, contrastive_acc/train=0.988, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 65%|██████▍ | 304/469 [00:28<00:15, 10.65it/s, v_num=9, loss/train=0.149, alignment/train=0.0738, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 65%|██████▌ | 305/469 [00:28<00:15, 10.65it/s, v_num=9, loss/train=0.149, alignment/train=0.0738, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 65%|██████▌ | 305/469 [00:28<00:15, 10.65it/s, v_num=9, loss/train=0.179, alignment/train=0.0726, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 65%|██████▌ | 306/469 [00:28<00:15, 10.66it/s, v_num=9, loss/train=0.179, alignment/train=0.0726, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 65%|██████▌ | 306/469 [00:28<00:15, 10.66it/s, v_num=9, loss/train=0.186, alignment/train=0.0861, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 65%|██████▌ | 307/469 [00:28<00:15, 10.67it/s, v_num=9, loss/train=0.186, alignment/train=0.0861, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 65%|██████▌ | 307/469 [00:28<00:15, 10.67it/s, v_num=9, loss/train=0.166, alignment/train=0.0711, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 66%|██████▌ | 308/469 [00:28<00:15, 10.67it/s, v_num=9, loss/train=0.166, alignment/train=0.0711, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 66%|██████▌ | 308/469 [00:28<00:15, 10.67it/s, v_num=9, loss/train=0.215, alignment/train=0.0917, uniformity/train=-3.53, contrastive_acc/train=0.973, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 66%|██████▌ | 309/469 [00:28<00:15, 10.66it/s, v_num=9, loss/train=0.215, alignment/train=0.0917, uniformity/train=-3.53, contrastive_acc/train=0.973, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 66%|██████▌ | 309/469 [00:28<00:15, 10.66it/s, v_num=9, loss/train=0.167, alignment/train=0.0895, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 66%|██████▌ | 310/469 [00:29<00:14, 10.67it/s, v_num=9, loss/train=0.167, alignment/train=0.0895, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 66%|██████▌ | 310/469 [00:29<00:14, 10.67it/s, v_num=9, loss/train=0.192, alignment/train=0.0764, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 66%|██████▋ | 311/469 [00:29<00:14, 10.67it/s, v_num=9, loss/train=0.192, alignment/train=0.0764, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 66%|██████▋ | 311/469 [00:29<00:14, 10.67it/s, v_num=9, loss/train=0.152, alignment/train=0.0796, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 67%|██████▋ | 312/469 [00:29<00:14, 10.67it/s, v_num=9, loss/train=0.152, alignment/train=0.0796, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 67%|██████▋ | 312/469 [00:29<00:14, 10.67it/s, v_num=9, loss/train=0.153, alignment/train=0.0726, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 67%|██████▋ | 313/469 [00:29<00:14, 10.67it/s, v_num=9, loss/train=0.153, alignment/train=0.0726, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 67%|██████▋ | 313/469 [00:29<00:14, 10.67it/s, v_num=9, loss/train=0.188, alignment/train=0.0649, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 67%|██████▋ | 314/469 [00:29<00:14, 10.66it/s, v_num=9, loss/train=0.188, alignment/train=0.0649, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 67%|██████▋ | 314/469 [00:29<00:14, 10.66it/s, v_num=9, loss/train=0.137, alignment/train=0.071, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 67%|██████▋ | 315/469 [00:29<00:14, 10.68it/s, v_num=9, loss/train=0.137, alignment/train=0.071, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 67%|██████▋ | 315/469 [00:29<00:14, 10.68it/s, v_num=9, loss/train=0.143, alignment/train=0.0745, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 67%|██████▋ | 316/469 [00:29<00:14, 10.69it/s, v_num=9, loss/train=0.143, alignment/train=0.0745, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 67%|██████▋ | 316/469 [00:29<00:14, 10.69it/s, v_num=9, loss/train=0.158, alignment/train=0.0788, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 68%|██████▊ | 317/469 [00:29<00:14, 10.69it/s, v_num=9, loss/train=0.158, alignment/train=0.0788, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 68%|██████▊ | 317/469 [00:29<00:14, 10.69it/s, v_num=9, loss/train=0.143, alignment/train=0.0721, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 68%|██████▊ | 318/469 [00:29<00:14, 10.70it/s, v_num=9, loss/train=0.143, alignment/train=0.0721, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 68%|██████▊ | 318/469 [00:29<00:14, 10.70it/s, v_num=9, loss/train=0.196, alignment/train=0.084, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 68%|██████▊ | 319/469 [00:29<00:14, 10.69it/s, v_num=9, loss/train=0.196, alignment/train=0.084, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 68%|██████▊ | 319/469 [00:29<00:14, 10.69it/s, v_num=9, loss/train=0.184, alignment/train=0.0772, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 68%|██████▊ | 320/469 [00:29<00:13, 10.69it/s, v_num=9, loss/train=0.184, alignment/train=0.0772, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 68%|██████▊ | 320/469 [00:29<00:13, 10.69it/s, v_num=9, loss/train=0.187, alignment/train=0.0802, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 68%|██████▊ | 321/469 [00:30<00:13, 10.69it/s, v_num=9, loss/train=0.187, alignment/train=0.0802, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 68%|██████▊ | 321/469 [00:30<00:13, 10.69it/s, v_num=9, loss/train=0.148, alignment/train=0.0771, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 69%|██████▊ | 322/469 [00:30<00:13, 10.70it/s, v_num=9, loss/train=0.148, alignment/train=0.0771, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 69%|██████▊ | 322/469 [00:30<00:13, 10.70it/s, v_num=9, loss/train=0.161, alignment/train=0.0773, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 69%|██████▉ | 323/469 [00:30<00:13, 10.71it/s, v_num=9, loss/train=0.161, alignment/train=0.0773, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 69%|██████▉ | 323/469 [00:30<00:13, 10.71it/s, v_num=9, loss/train=0.127, alignment/train=0.0656, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 69%|██████▉ | 324/469 [00:30<00:13, 10.72it/s, v_num=9, loss/train=0.127, alignment/train=0.0656, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 69%|██████▉ | 324/469 [00:30<00:13, 10.72it/s, v_num=9, loss/train=0.157, alignment/train=0.0849, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 69%|██████▉ | 325/469 [00:30<00:13, 10.72it/s, v_num=9, loss/train=0.157, alignment/train=0.0849, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 69%|██████▉ | 325/469 [00:30<00:13, 10.72it/s, v_num=9, loss/train=0.158, alignment/train=0.0716, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 70%|██████▉ | 326/469 [00:30<00:13, 10.71it/s, v_num=9, loss/train=0.158, alignment/train=0.0716, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 70%|██████▉ | 326/469 [00:30<00:13, 10.71it/s, v_num=9, loss/train=0.175, alignment/train=0.0787, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 70%|██████▉ | 327/469 [00:30<00:13, 10.70it/s, v_num=9, loss/train=0.175, alignment/train=0.0787, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 70%|██████▉ | 327/469 [00:30<00:13, 10.70it/s, v_num=9, loss/train=0.168, alignment/train=0.0768, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 70%|██████▉ | 328/469 [00:30<00:13, 10.70it/s, v_num=9, loss/train=0.168, alignment/train=0.0768, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 70%|██████▉ | 328/469 [00:30<00:13, 10.70it/s, v_num=9, loss/train=0.179, alignment/train=0.0721, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 70%|███████ | 329/469 [00:30<00:13, 10.71it/s, v_num=9, loss/train=0.179, alignment/train=0.0721, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 70%|███████ | 329/469 [00:30<00:13, 10.71it/s, v_num=9, loss/train=0.162, alignment/train=0.0825, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 70%|███████ | 330/469 [00:30<00:12, 10.72it/s, v_num=9, loss/train=0.162, alignment/train=0.0825, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 70%|███████ | 330/469 [00:30<00:12, 10.72it/s, v_num=9, loss/train=0.164, alignment/train=0.0876, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 71%|███████ | 331/469 [00:30<00:12, 10.73it/s, v_num=9, loss/train=0.164, alignment/train=0.0876, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 71%|███████ | 331/469 [00:30<00:12, 10.73it/s, v_num=9, loss/train=0.145, alignment/train=0.0777, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 71%|███████ | 332/469 [00:30<00:12, 10.73it/s, v_num=9, loss/train=0.145, alignment/train=0.0777, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 71%|███████ | 332/469 [00:30<00:12, 10.73it/s, v_num=9, loss/train=0.168, alignment/train=0.0861, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 71%|███████ | 333/469 [00:31<00:12, 10.73it/s, v_num=9, loss/train=0.168, alignment/train=0.0861, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 71%|███████ | 333/469 [00:31<00:12, 10.73it/s, v_num=9, loss/train=0.142, alignment/train=0.0682, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 71%|███████ | 334/469 [00:31<00:12, 10.72it/s, v_num=9, loss/train=0.142, alignment/train=0.0682, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 71%|███████ | 334/469 [00:31<00:12, 10.72it/s, v_num=9, loss/train=0.142, alignment/train=0.0785, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 71%|███████▏ | 335/469 [00:31<00:12, 10.72it/s, v_num=9, loss/train=0.142, alignment/train=0.0785, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 71%|███████▏ | 335/469 [00:31<00:12, 10.72it/s, v_num=9, loss/train=0.164, alignment/train=0.0856, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 72%|███████▏ | 336/469 [00:31<00:12, 10.73it/s, v_num=9, loss/train=0.164, alignment/train=0.0856, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 72%|███████▏ | 336/469 [00:31<00:12, 10.73it/s, v_num=9, loss/train=0.155, alignment/train=0.0685, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 72%|███████▏ | 337/469 [00:31<00:12, 10.74it/s, v_num=9, loss/train=0.155, alignment/train=0.0685, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 72%|███████▏ | 337/469 [00:31<00:12, 10.74it/s, v_num=9, loss/train=0.152, alignment/train=0.0774, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 72%|███████▏ | 338/469 [00:31<00:12, 10.72it/s, v_num=9, loss/train=0.152, alignment/train=0.0774, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 72%|███████▏ | 338/469 [00:31<00:12, 10.72it/s, v_num=9, loss/train=0.177, alignment/train=0.0878, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 72%|███████▏ | 339/469 [00:31<00:12, 10.72it/s, v_num=9, loss/train=0.177, alignment/train=0.0878, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 72%|███████▏ | 339/469 [00:31<00:12, 10.72it/s, v_num=9, loss/train=0.193, alignment/train=0.0917, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 72%|███████▏ | 340/469 [00:31<00:12, 10.73it/s, v_num=9, loss/train=0.193, alignment/train=0.0917, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 72%|███████▏ | 340/469 [00:31<00:12, 10.73it/s, v_num=9, loss/train=0.144, alignment/train=0.0778, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 73%|███████▎ | 341/469 [00:31<00:11, 10.73it/s, v_num=9, loss/train=0.144, alignment/train=0.0778, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 73%|███████▎ | 341/469 [00:31<00:11, 10.73it/s, v_num=9, loss/train=0.155, alignment/train=0.0751, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 73%|███████▎ | 342/469 [00:31<00:11, 10.73it/s, v_num=9, loss/train=0.155, alignment/train=0.0751, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 73%|███████▎ | 342/469 [00:31<00:11, 10.73it/s, v_num=9, loss/train=0.158, alignment/train=0.0674, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 73%|███████▎ | 343/469 [00:31<00:11, 10.73it/s, v_num=9, loss/train=0.158, alignment/train=0.0674, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 73%|███████▎ | 343/469 [00:31<00:11, 10.73it/s, v_num=9, loss/train=0.181, alignment/train=0.0816, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 73%|███████▎ | 344/469 [00:32<00:11, 10.73it/s, v_num=9, loss/train=0.181, alignment/train=0.0816, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 73%|███████▎ | 344/469 [00:32<00:11, 10.73it/s, v_num=9, loss/train=0.160, alignment/train=0.0791, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 74%|███████▎ | 345/469 [00:32<00:11, 10.73it/s, v_num=9, loss/train=0.160, alignment/train=0.0791, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 74%|███████▎ | 345/469 [00:32<00:11, 10.73it/s, v_num=9, loss/train=0.172, alignment/train=0.0838, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 74%|███████▍ | 346/469 [00:32<00:11, 10.74it/s, v_num=9, loss/train=0.172, alignment/train=0.0838, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 74%|███████▍ | 346/469 [00:32<00:11, 10.74it/s, v_num=9, loss/train=0.174, alignment/train=0.0837, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 74%|███████▍ | 347/469 [00:32<00:11, 10.72it/s, v_num=9, loss/train=0.174, alignment/train=0.0837, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 74%|███████▍ | 347/469 [00:32<00:11, 10.72it/s, v_num=9, loss/train=0.137, alignment/train=0.0729, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 74%|███████▍ | 348/469 [00:32<00:11, 10.73it/s, v_num=9, loss/train=0.137, alignment/train=0.0729, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 74%|███████▍ | 348/469 [00:32<00:11, 10.73it/s, v_num=9, loss/train=0.183, alignment/train=0.0857, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 74%|███████▍ | 349/469 [00:32<00:11, 10.74it/s, v_num=9, loss/train=0.183, alignment/train=0.0857, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 74%|███████▍ | 349/469 [00:32<00:11, 10.74it/s, v_num=9, loss/train=0.169, alignment/train=0.0726, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 75%|███████▍ | 350/469 [00:32<00:11, 10.76it/s, v_num=9, loss/train=0.169, alignment/train=0.0726, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 75%|███████▍ | 350/469 [00:32<00:11, 10.76it/s, v_num=9, loss/train=0.170, alignment/train=0.0836, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 75%|███████▍ | 351/469 [00:32<00:10, 10.76it/s, v_num=9, loss/train=0.170, alignment/train=0.0836, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 75%|███████▍ | 351/469 [00:32<00:10, 10.76it/s, v_num=9, loss/train=0.193, alignment/train=0.0832, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 75%|███████▌ | 352/469 [00:32<00:10, 10.77it/s, v_num=9, loss/train=0.193, alignment/train=0.0832, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 75%|███████▌ | 352/469 [00:32<00:10, 10.77it/s, v_num=9, loss/train=0.154, alignment/train=0.070, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 75%|███████▌ | 353/469 [00:32<00:10, 10.77it/s, v_num=9, loss/train=0.154, alignment/train=0.070, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 75%|███████▌ | 353/469 [00:32<00:10, 10.77it/s, v_num=9, loss/train=0.160, alignment/train=0.0788, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 75%|███████▌ | 354/469 [00:32<00:10, 10.77it/s, v_num=9, loss/train=0.160, alignment/train=0.0788, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 75%|███████▌ | 354/469 [00:32<00:10, 10.77it/s, v_num=9, loss/train=0.153, alignment/train=0.0726, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 76%|███████▌ | 355/469 [00:33<00:10, 10.75it/s, v_num=9, loss/train=0.153, alignment/train=0.0726, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 76%|███████▌ | 355/469 [00:33<00:10, 10.75it/s, v_num=9, loss/train=0.218, alignment/train=0.081, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 76%|███████▌ | 356/469 [00:33<00:10, 10.76it/s, v_num=9, loss/train=0.218, alignment/train=0.081, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 76%|███████▌ | 356/469 [00:33<00:10, 10.76it/s, v_num=9, loss/train=0.223, alignment/train=0.100, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 76%|███████▌ | 357/469 [00:33<00:10, 10.76it/s, v_num=9, loss/train=0.223, alignment/train=0.100, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 76%|███████▌ | 357/469 [00:33<00:10, 10.76it/s, v_num=9, loss/train=0.161, alignment/train=0.0777, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 76%|███████▋ | 358/469 [00:33<00:10, 10.75it/s, v_num=9, loss/train=0.161, alignment/train=0.0777, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 76%|███████▋ | 358/469 [00:33<00:10, 10.75it/s, v_num=9, loss/train=0.154, alignment/train=0.0858, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 77%|███████▋ | 359/469 [00:33<00:10, 10.76it/s, v_num=9, loss/train=0.154, alignment/train=0.0858, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 77%|███████▋ | 359/469 [00:33<00:10, 10.76it/s, v_num=9, loss/train=0.189, alignment/train=0.0757, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 77%|███████▋ | 360/469 [00:33<00:10, 10.77it/s, v_num=9, loss/train=0.189, alignment/train=0.0757, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 77%|███████▋ | 360/469 [00:33<00:10, 10.77it/s, v_num=9, loss/train=0.152, alignment/train=0.0766, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 77%|███████▋ | 361/469 [00:33<00:10, 10.78it/s, v_num=9, loss/train=0.152, alignment/train=0.0766, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 77%|███████▋ | 361/469 [00:33<00:10, 10.78it/s, v_num=9, loss/train=0.197, alignment/train=0.0846, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 77%|███████▋ | 362/469 [00:33<00:09, 10.78it/s, v_num=9, loss/train=0.197, alignment/train=0.0846, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 77%|███████▋ | 362/469 [00:33<00:09, 10.78it/s, v_num=9, loss/train=0.186, alignment/train=0.082, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 77%|███████▋ | 363/469 [00:33<00:09, 10.75it/s, v_num=9, loss/train=0.186, alignment/train=0.082, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 77%|███████▋ | 363/469 [00:33<00:09, 10.75it/s, v_num=9, loss/train=0.180, alignment/train=0.0864, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 78%|███████▊ | 364/469 [00:33<00:09, 10.76it/s, v_num=9, loss/train=0.180, alignment/train=0.0864, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 78%|███████▊ | 364/469 [00:33<00:09, 10.76it/s, v_num=9, loss/train=0.186, alignment/train=0.0673, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 78%|███████▊ | 365/469 [00:33<00:09, 10.77it/s, v_num=9, loss/train=0.186, alignment/train=0.0673, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 78%|███████▊ | 365/469 [00:33<00:09, 10.77it/s, v_num=9, loss/train=0.175, alignment/train=0.070, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 78%|███████▊ | 366/469 [00:33<00:09, 10.76it/s, v_num=9, loss/train=0.175, alignment/train=0.070, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 78%|███████▊ | 366/469 [00:34<00:09, 10.76it/s, v_num=9, loss/train=0.161, alignment/train=0.0703, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 78%|███████▊ | 367/469 [00:34<00:09, 10.78it/s, v_num=9, loss/train=0.161, alignment/train=0.0703, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 78%|███████▊ | 367/469 [00:34<00:09, 10.78it/s, v_num=9, loss/train=0.150, alignment/train=0.0681, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 78%|███████▊ | 368/469 [00:34<00:09, 10.77it/s, v_num=9, loss/train=0.150, alignment/train=0.0681, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 78%|███████▊ | 368/469 [00:34<00:09, 10.76it/s, v_num=9, loss/train=0.182, alignment/train=0.0855, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 79%|███████▊ | 369/469 [00:34<00:09, 10.77it/s, v_num=9, loss/train=0.182, alignment/train=0.0855, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 79%|███████▊ | 369/469 [00:34<00:09, 10.77it/s, v_num=9, loss/train=0.138, alignment/train=0.0786, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 79%|███████▉ | 370/469 [00:34<00:09, 10.78it/s, v_num=9, loss/train=0.138, alignment/train=0.0786, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 79%|███████▉ | 370/469 [00:34<00:09, 10.78it/s, v_num=9, loss/train=0.190, alignment/train=0.0876, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 79%|███████▉ | 371/469 [00:34<00:09, 10.77it/s, v_num=9, loss/train=0.190, alignment/train=0.0876, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 79%|███████▉ | 371/469 [00:34<00:09, 10.77it/s, v_num=9, loss/train=0.192, alignment/train=0.0895, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 79%|███████▉ | 372/469 [00:34<00:09, 10.78it/s, v_num=9, loss/train=0.192, alignment/train=0.0895, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 79%|███████▉ | 372/469 [00:34<00:09, 10.78it/s, v_num=9, loss/train=0.162, alignment/train=0.0744, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 80%|███████▉ | 373/469 [00:34<00:08, 10.78it/s, v_num=9, loss/train=0.162, alignment/train=0.0744, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 80%|███████▉ | 373/469 [00:34<00:08, 10.78it/s, v_num=9, loss/train=0.143, alignment/train=0.069, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 80%|███████▉ | 374/469 [00:34<00:08, 10.79it/s, v_num=9, loss/train=0.143, alignment/train=0.069, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 80%|███████▉ | 374/469 [00:34<00:08, 10.79it/s, v_num=9, loss/train=0.166, alignment/train=0.0757, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 80%|███████▉ | 375/469 [00:34<00:08, 10.80it/s, v_num=9, loss/train=0.166, alignment/train=0.0757, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 80%|███████▉ | 375/469 [00:34<00:08, 10.80it/s, v_num=9, loss/train=0.144, alignment/train=0.0757, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 80%|████████ | 376/469 [00:34<00:08, 10.79it/s, v_num=9, loss/train=0.144, alignment/train=0.0757, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 80%|████████ | 376/469 [00:34<00:08, 10.79it/s, v_num=9, loss/train=0.162, alignment/train=0.0824, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 80%|████████ | 377/469 [00:34<00:08, 10.80it/s, v_num=9, loss/train=0.162, alignment/train=0.0824, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 80%|████████ | 377/469 [00:34<00:08, 10.80it/s, v_num=9, loss/train=0.151, alignment/train=0.0777, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 81%|████████ | 378/469 [00:35<00:08, 10.79it/s, v_num=9, loss/train=0.151, alignment/train=0.0777, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 81%|████████ | 378/469 [00:35<00:08, 10.79it/s, v_num=9, loss/train=0.174, alignment/train=0.0816, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 81%|████████ | 379/469 [00:35<00:08, 10.79it/s, v_num=9, loss/train=0.174, alignment/train=0.0816, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 81%|████████ | 379/469 [00:35<00:08, 10.79it/s, v_num=9, loss/train=0.173, alignment/train=0.0765, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 81%|████████ | 380/469 [00:35<00:08, 10.78it/s, v_num=9, loss/train=0.173, alignment/train=0.0765, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 81%|████████ | 380/469 [00:35<00:08, 10.78it/s, v_num=9, loss/train=0.231, alignment/train=0.0971, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 81%|████████ | 381/469 [00:35<00:08, 10.79it/s, v_num=9, loss/train=0.231, alignment/train=0.0971, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 81%|████████ | 381/469 [00:35<00:08, 10.79it/s, v_num=9, loss/train=0.217, alignment/train=0.0865, uniformity/train=-3.54, contrastive_acc/train=0.984, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 81%|████████▏ | 382/469 [00:35<00:08, 10.80it/s, v_num=9, loss/train=0.217, alignment/train=0.0865, uniformity/train=-3.54, contrastive_acc/train=0.984, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 81%|████████▏ | 382/469 [00:35<00:08, 10.80it/s, v_num=9, loss/train=0.160, alignment/train=0.0784, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 82%|████████▏ | 383/469 [00:35<00:07, 10.79it/s, v_num=9, loss/train=0.160, alignment/train=0.0784, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 82%|████████▏ | 383/469 [00:35<00:07, 10.79it/s, v_num=9, loss/train=0.193, alignment/train=0.0747, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 82%|████████▏ | 384/469 [00:35<00:07, 10.77it/s, v_num=9, loss/train=0.193, alignment/train=0.0747, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 82%|████████▏ | 384/469 [00:35<00:07, 10.77it/s, v_num=9, loss/train=0.158, alignment/train=0.0685, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 82%|████████▏ | 385/469 [00:35<00:07, 10.78it/s, v_num=9, loss/train=0.158, alignment/train=0.0685, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 82%|████████▏ | 385/469 [00:35<00:07, 10.78it/s, v_num=9, loss/train=0.137, alignment/train=0.0684, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 82%|████████▏ | 386/469 [00:35<00:07, 10.79it/s, v_num=9, loss/train=0.137, alignment/train=0.0684, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 82%|████████▏ | 386/469 [00:35<00:07, 10.79it/s, v_num=9, loss/train=0.191, alignment/train=0.0789, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 83%|████████▎ | 387/469 [00:35<00:07, 10.78it/s, v_num=9, loss/train=0.191, alignment/train=0.0789, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 83%|████████▎ | 387/469 [00:35<00:07, 10.78it/s, v_num=9, loss/train=0.152, alignment/train=0.074, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 83%|████████▎ | 388/469 [00:35<00:07, 10.78it/s, v_num=9, loss/train=0.152, alignment/train=0.074, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 83%|████████▎ | 388/469 [00:35<00:07, 10.78it/s, v_num=9, loss/train=0.216, alignment/train=0.0895, uniformity/train=-3.55, contrastive_acc/train=0.988, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 83%|████████▎ | 389/469 [00:36<00:07, 10.79it/s, v_num=9, loss/train=0.216, alignment/train=0.0895, uniformity/train=-3.55, contrastive_acc/train=0.988, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 83%|████████▎ | 389/469 [00:36<00:07, 10.79it/s, v_num=9, loss/train=0.156, alignment/train=0.0796, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 83%|████████▎ | 390/469 [00:36<00:07, 10.78it/s, v_num=9, loss/train=0.156, alignment/train=0.0796, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 83%|████████▎ | 390/469 [00:36<00:07, 10.78it/s, v_num=9, loss/train=0.178, alignment/train=0.0826, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 83%|████████▎ | 391/469 [00:36<00:07, 10.79it/s, v_num=9, loss/train=0.178, alignment/train=0.0826, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 83%|████████▎ | 391/469 [00:36<00:07, 10.79it/s, v_num=9, loss/train=0.159, alignment/train=0.0834, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 84%|████████▎ | 392/469 [00:36<00:07, 10.80it/s, v_num=9, loss/train=0.159, alignment/train=0.0834, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 84%|████████▎ | 392/469 [00:36<00:07, 10.80it/s, v_num=9, loss/train=0.192, alignment/train=0.0878, uniformity/train=-3.55, contrastive_acc/train=0.988, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 84%|████████▍ | 393/469 [00:36<00:07, 10.80it/s, v_num=9, loss/train=0.192, alignment/train=0.0878, uniformity/train=-3.55, contrastive_acc/train=0.988, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 84%|████████▍ | 393/469 [00:36<00:07, 10.80it/s, v_num=9, loss/train=0.156, alignment/train=0.0833, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 84%|████████▍ | 394/469 [00:36<00:06, 10.79it/s, v_num=9, loss/train=0.156, alignment/train=0.0833, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 84%|████████▍ | 394/469 [00:36<00:06, 10.79it/s, v_num=9, loss/train=0.160, alignment/train=0.0713, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 84%|████████▍ | 395/469 [00:36<00:06, 10.79it/s, v_num=9, loss/train=0.160, alignment/train=0.0713, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 84%|████████▍ | 395/469 [00:36<00:06, 10.79it/s, v_num=9, loss/train=0.175, alignment/train=0.0862, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 84%|████████▍ | 396/469 [00:36<00:06, 10.80it/s, v_num=9, loss/train=0.175, alignment/train=0.0862, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 84%|████████▍ | 396/469 [00:36<00:06, 10.80it/s, v_num=9, loss/train=0.172, alignment/train=0.0755, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 85%|████████▍ | 397/469 [00:36<00:06, 10.79it/s, v_num=9, loss/train=0.172, alignment/train=0.0755, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 85%|████████▍ | 397/469 [00:36<00:06, 10.79it/s, v_num=9, loss/train=0.166, alignment/train=0.0765, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 85%|████████▍ | 398/469 [00:36<00:06, 10.79it/s, v_num=9, loss/train=0.166, alignment/train=0.0765, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 85%|████████▍ | 398/469 [00:36<00:06, 10.79it/s, v_num=9, loss/train=0.188, alignment/train=0.0774, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 85%|████████▌ | 399/469 [00:36<00:06, 10.80it/s, v_num=9, loss/train=0.188, alignment/train=0.0774, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 85%|████████▌ | 399/469 [00:36<00:06, 10.80it/s, v_num=9, loss/train=0.176, alignment/train=0.0733, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 85%|████████▌ | 400/469 [00:37<00:06, 10.79it/s, v_num=9, loss/train=0.176, alignment/train=0.0733, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 85%|████████▌ | 400/469 [00:37<00:06, 10.79it/s, v_num=9, loss/train=0.173, alignment/train=0.0772, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 86%|████████▌ | 401/469 [00:37<00:06, 10.80it/s, v_num=9, loss/train=0.173, alignment/train=0.0772, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 86%|████████▌ | 401/469 [00:37<00:06, 10.80it/s, v_num=9, loss/train=0.138, alignment/train=0.0732, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 86%|████████▌ | 402/469 [00:37<00:06, 10.81it/s, v_num=9, loss/train=0.138, alignment/train=0.0732, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 86%|████████▌ | 402/469 [00:37<00:06, 10.81it/s, v_num=9, loss/train=0.155, alignment/train=0.0705, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 86%|████████▌ | 403/469 [00:37<00:06, 10.82it/s, v_num=9, loss/train=0.155, alignment/train=0.0705, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 86%|████████▌ | 403/469 [00:37<00:06, 10.82it/s, v_num=9, loss/train=0.156, alignment/train=0.085, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 86%|████████▌ | 404/469 [00:37<00:06, 10.83it/s, v_num=9, loss/train=0.156, alignment/train=0.085, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 86%|████████▌ | 404/469 [00:37<00:06, 10.83it/s, v_num=9, loss/train=0.198, alignment/train=0.096, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 86%|████████▋ | 405/469 [00:37<00:05, 10.83it/s, v_num=9, loss/train=0.198, alignment/train=0.096, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 86%|████████▋ | 405/469 [00:37<00:05, 10.83it/s, v_num=9, loss/train=0.157, alignment/train=0.0811, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 87%|████████▋ | 406/469 [00:37<00:05, 10.81it/s, v_num=9, loss/train=0.157, alignment/train=0.0811, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 87%|████████▋ | 406/469 [00:37<00:05, 10.81it/s, v_num=9, loss/train=0.163, alignment/train=0.0877, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 87%|████████▋ | 407/469 [00:37<00:05, 10.81it/s, v_num=9, loss/train=0.163, alignment/train=0.0877, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 87%|████████▋ | 407/469 [00:37<00:05, 10.81it/s, v_num=9, loss/train=0.150, alignment/train=0.0612, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 87%|████████▋ | 408/469 [00:37<00:05, 10.81it/s, v_num=9, loss/train=0.150, alignment/train=0.0612, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 87%|████████▋ | 408/469 [00:37<00:05, 10.81it/s, v_num=9, loss/train=0.206, alignment/train=0.0958, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 87%|████████▋ | 409/469 [00:37<00:05, 10.81it/s, v_num=9, loss/train=0.206, alignment/train=0.0958, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 87%|████████▋ | 409/469 [00:37<00:05, 10.80it/s, v_num=9, loss/train=0.171, alignment/train=0.0762, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 87%|████████▋ | 410/469 [00:37<00:05, 10.81it/s, v_num=9, loss/train=0.171, alignment/train=0.0762, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 87%|████████▋ | 410/469 [00:37<00:05, 10.81it/s, v_num=9, loss/train=0.155, alignment/train=0.0778, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 88%|████████▊ | 411/469 [00:38<00:05, 10.81it/s, v_num=9, loss/train=0.155, alignment/train=0.0778, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 88%|████████▊ | 411/469 [00:38<00:05, 10.81it/s, v_num=9, loss/train=0.165, alignment/train=0.0843, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 88%|████████▊ | 412/469 [00:38<00:05, 10.81it/s, v_num=9, loss/train=0.165, alignment/train=0.0843, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 88%|████████▊ | 412/469 [00:38<00:05, 10.81it/s, v_num=9, loss/train=0.184, alignment/train=0.090, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 88%|████████▊ | 413/469 [00:38<00:05, 10.82it/s, v_num=9, loss/train=0.184, alignment/train=0.090, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 88%|████████▊ | 413/469 [00:38<00:05, 10.82it/s, v_num=9, loss/train=0.166, alignment/train=0.071, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 88%|████████▊ | 414/469 [00:38<00:05, 10.83it/s, v_num=9, loss/train=0.166, alignment/train=0.071, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 88%|████████▊ | 414/469 [00:38<00:05, 10.83it/s, v_num=9, loss/train=0.167, alignment/train=0.0936, uniformity/train=-3.58, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 88%|████████▊ | 415/469 [00:38<00:04, 10.82it/s, v_num=9, loss/train=0.167, alignment/train=0.0936, uniformity/train=-3.58, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 88%|████████▊ | 415/469 [00:38<00:04, 10.82it/s, v_num=9, loss/train=0.217, alignment/train=0.0819, uniformity/train=-3.54, contrastive_acc/train=0.988, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 89%|████████▊ | 416/469 [00:38<00:04, 10.80it/s, v_num=9, loss/train=0.217, alignment/train=0.0819, uniformity/train=-3.54, contrastive_acc/train=0.988, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 89%|████████▊ | 416/469 [00:38<00:04, 10.80it/s, v_num=9, loss/train=0.172, alignment/train=0.0764, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 89%|████████▉ | 417/469 [00:38<00:04, 10.81it/s, v_num=9, loss/train=0.172, alignment/train=0.0764, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 89%|████████▉ | 417/469 [00:38<00:04, 10.81it/s, v_num=9, loss/train=0.177, alignment/train=0.0823, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 89%|████████▉ | 418/469 [00:38<00:04, 10.81it/s, v_num=9, loss/train=0.177, alignment/train=0.0823, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 89%|████████▉ | 418/469 [00:38<00:04, 10.81it/s, v_num=9, loss/train=0.178, alignment/train=0.0865, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 89%|████████▉ | 419/469 [00:38<00:04, 10.82it/s, v_num=9, loss/train=0.178, alignment/train=0.0865, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 89%|████████▉ | 419/469 [00:38<00:04, 10.82it/s, v_num=9, loss/train=0.187, alignment/train=0.0762, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 90%|████████▉ | 420/469 [00:38<00:04, 10.82it/s, v_num=9, loss/train=0.187, alignment/train=0.0762, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 90%|████████▉ | 420/469 [00:38<00:04, 10.82it/s, v_num=9, loss/train=0.135, alignment/train=0.0846, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 90%|████████▉ | 421/469 [00:38<00:04, 10.82it/s, v_num=9, loss/train=0.135, alignment/train=0.0846, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 90%|████████▉ | 421/469 [00:38<00:04, 10.82it/s, v_num=9, loss/train=0.167, alignment/train=0.0807, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 90%|████████▉ | 422/469 [00:39<00:04, 10.81it/s, v_num=9, loss/train=0.167, alignment/train=0.0807, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 90%|████████▉ | 422/469 [00:39<00:04, 10.81it/s, v_num=9, loss/train=0.179, alignment/train=0.0697, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 90%|█████████ | 423/469 [00:39<00:04, 10.82it/s, v_num=9, loss/train=0.179, alignment/train=0.0697, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 90%|█████████ | 423/469 [00:39<00:04, 10.82it/s, v_num=9, loss/train=0.174, alignment/train=0.0808, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 90%|█████████ | 424/469 [00:39<00:04, 10.83it/s, v_num=9, loss/train=0.174, alignment/train=0.0808, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 90%|█████████ | 424/469 [00:39<00:04, 10.83it/s, v_num=9, loss/train=0.184, alignment/train=0.0739, uniformity/train=-3.55, contrastive_acc/train=0.988, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 91%|█████████ | 425/469 [00:39<00:04, 10.82it/s, v_num=9, loss/train=0.184, alignment/train=0.0739, uniformity/train=-3.55, contrastive_acc/train=0.988, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 91%|█████████ | 425/469 [00:39<00:04, 10.82it/s, v_num=9, loss/train=0.156, alignment/train=0.071, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 91%|█████████ | 426/469 [00:39<00:03, 10.81it/s, v_num=9, loss/train=0.156, alignment/train=0.071, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 91%|█████████ | 426/469 [00:39<00:03, 10.81it/s, v_num=9, loss/train=0.170, alignment/train=0.0711, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 91%|█████████ | 427/469 [00:39<00:03, 10.82it/s, v_num=9, loss/train=0.170, alignment/train=0.0711, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 91%|█████████ | 427/469 [00:39<00:03, 10.82it/s, v_num=9, loss/train=0.168, alignment/train=0.0745, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 91%|█████████▏| 428/469 [00:39<00:03, 10.83it/s, v_num=9, loss/train=0.168, alignment/train=0.0745, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 91%|█████████▏| 428/469 [00:39<00:03, 10.83it/s, v_num=9, loss/train=0.189, alignment/train=0.0891, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 91%|█████████▏| 429/469 [00:39<00:03, 10.82it/s, v_num=9, loss/train=0.189, alignment/train=0.0891, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 91%|█████████▏| 429/469 [00:39<00:03, 10.82it/s, v_num=9, loss/train=0.161, alignment/train=0.0827, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 92%|█████████▏| 430/469 [00:39<00:03, 10.82it/s, v_num=9, loss/train=0.161, alignment/train=0.0827, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 92%|█████████▏| 430/469 [00:39<00:03, 10.82it/s, v_num=9, loss/train=0.142, alignment/train=0.0745, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 92%|█████████▏| 431/469 [00:39<00:03, 10.83it/s, v_num=9, loss/train=0.142, alignment/train=0.0745, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 92%|█████████▏| 431/469 [00:39<00:03, 10.83it/s, v_num=9, loss/train=0.178, alignment/train=0.0857, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 92%|█████████▏| 432/469 [00:39<00:03, 10.82it/s, v_num=9, loss/train=0.178, alignment/train=0.0857, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 92%|█████████▏| 432/469 [00:39<00:03, 10.82it/s, v_num=9, loss/train=0.152, alignment/train=0.0814, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 92%|█████████▏| 433/469 [00:39<00:03, 10.83it/s, v_num=9, loss/train=0.152, alignment/train=0.0814, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 92%|█████████▏| 433/469 [00:39<00:03, 10.83it/s, v_num=9, loss/train=0.148, alignment/train=0.0751, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 93%|█████████▎| 434/469 [00:40<00:03, 10.83it/s, v_num=9, loss/train=0.148, alignment/train=0.0751, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 93%|█████████▎| 434/469 [00:40<00:03, 10.83it/s, v_num=9, loss/train=0.147, alignment/train=0.063, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 93%|█████████▎| 435/469 [00:40<00:03, 10.83it/s, v_num=9, loss/train=0.147, alignment/train=0.063, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 93%|█████████▎| 435/469 [00:40<00:03, 10.83it/s, v_num=9, loss/train=0.189, alignment/train=0.0857, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 93%|█████████▎| 436/469 [00:40<00:03, 10.83it/s, v_num=9, loss/train=0.189, alignment/train=0.0857, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 93%|█████████▎| 436/469 [00:40<00:03, 10.83it/s, v_num=9, loss/train=0.201, alignment/train=0.069, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 93%|█████████▎| 437/469 [00:40<00:02, 10.83it/s, v_num=9, loss/train=0.201, alignment/train=0.069, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 93%|█████████▎| 437/469 [00:40<00:02, 10.83it/s, v_num=9, loss/train=0.168, alignment/train=0.0765, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 93%|█████████▎| 438/469 [00:40<00:02, 10.84it/s, v_num=9, loss/train=0.168, alignment/train=0.0765, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 93%|█████████▎| 438/469 [00:40<00:02, 10.84it/s, v_num=9, loss/train=0.175, alignment/train=0.0907, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 94%|█████████▎| 439/469 [00:40<00:02, 10.83it/s, v_num=9, loss/train=0.175, alignment/train=0.0907, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 94%|█████████▎| 439/469 [00:40<00:02, 10.83it/s, v_num=9, loss/train=0.172, alignment/train=0.0831, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 94%|█████████▍| 440/469 [00:40<00:02, 10.83it/s, v_num=9, loss/train=0.172, alignment/train=0.0831, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 94%|█████████▍| 440/469 [00:40<00:02, 10.83it/s, v_num=9, loss/train=0.164, alignment/train=0.0748, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 94%|█████████▍| 441/469 [00:40<00:02, 10.84it/s, v_num=9, loss/train=0.164, alignment/train=0.0748, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 94%|█████████▍| 441/469 [00:40<00:02, 10.83it/s, v_num=9, loss/train=0.153, alignment/train=0.0855, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 94%|█████████▍| 442/469 [00:40<00:02, 10.84it/s, v_num=9, loss/train=0.153, alignment/train=0.0855, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 94%|█████████▍| 442/469 [00:40<00:02, 10.84it/s, v_num=9, loss/train=0.161, alignment/train=0.0799, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 94%|█████████▍| 443/469 [00:40<00:02, 10.84it/s, v_num=9, loss/train=0.161, alignment/train=0.0799, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 94%|█████████▍| 443/469 [00:40<00:02, 10.84it/s, v_num=9, loss/train=0.170, alignment/train=0.0836, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 95%|█████████▍| 444/469 [00:40<00:02, 10.84it/s, v_num=9, loss/train=0.170, alignment/train=0.0836, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 95%|█████████▍| 444/469 [00:40<00:02, 10.84it/s, v_num=9, loss/train=0.164, alignment/train=0.0679, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 95%|█████████▍| 445/469 [00:41<00:02, 10.84it/s, v_num=9, loss/train=0.164, alignment/train=0.0679, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 95%|█████████▍| 445/469 [00:41<00:02, 10.84it/s, v_num=9, loss/train=0.157, alignment/train=0.0799, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 95%|█████████▌| 446/469 [00:41<00:02, 10.84it/s, v_num=9, loss/train=0.157, alignment/train=0.0799, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 95%|█████████▌| 446/469 [00:41<00:02, 10.84it/s, v_num=9, loss/train=0.152, alignment/train=0.0856, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 95%|█████████▌| 447/469 [00:41<00:02, 10.84it/s, v_num=9, loss/train=0.152, alignment/train=0.0856, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 95%|█████████▌| 447/469 [00:41<00:02, 10.84it/s, v_num=9, loss/train=0.171, alignment/train=0.085, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 96%|█████████▌| 448/469 [00:41<00:01, 10.85it/s, v_num=9, loss/train=0.171, alignment/train=0.085, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 96%|█████████▌| 448/469 [00:41<00:01, 10.85it/s, v_num=9, loss/train=0.183, alignment/train=0.0801, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 96%|█████████▌| 449/469 [00:41<00:01, 10.84it/s, v_num=9, loss/train=0.183, alignment/train=0.0801, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 96%|█████████▌| 449/469 [00:41<00:01, 10.84it/s, v_num=9, loss/train=0.183, alignment/train=0.0779, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 96%|█████████▌| 450/469 [00:41<00:01, 10.85it/s, v_num=9, loss/train=0.183, alignment/train=0.0779, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 96%|█████████▌| 450/469 [00:41<00:01, 10.85it/s, v_num=9, loss/train=0.167, alignment/train=0.0719, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 96%|█████████▌| 451/469 [00:41<00:01, 10.86it/s, v_num=9, loss/train=0.167, alignment/train=0.0719, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 96%|█████████▌| 451/469 [00:41<00:01, 10.86it/s, v_num=9, loss/train=0.155, alignment/train=0.0772, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 96%|█████████▋| 452/469 [00:41<00:01, 10.87it/s, v_num=9, loss/train=0.155, alignment/train=0.0772, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 96%|█████████▋| 452/469 [00:41<00:01, 10.87it/s, v_num=9, loss/train=0.138, alignment/train=0.0647, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 97%|█████████▋| 453/469 [00:41<00:01, 10.89it/s, v_num=9, loss/train=0.138, alignment/train=0.0647, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 97%|█████████▋| 453/469 [00:41<00:01, 10.89it/s, v_num=9, loss/train=0.154, alignment/train=0.0786, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 97%|█████████▋| 454/469 [00:41<00:01, 10.90it/s, v_num=9, loss/train=0.154, alignment/train=0.0786, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 97%|█████████▋| 454/469 [00:41<00:01, 10.90it/s, v_num=9, loss/train=0.186, alignment/train=0.0738, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 97%|█████████▋| 455/469 [00:41<00:01, 10.92it/s, v_num=9, loss/train=0.186, alignment/train=0.0738, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 97%|█████████▋| 455/469 [00:41<00:01, 10.92it/s, v_num=9, loss/train=0.178, alignment/train=0.0783, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 97%|█████████▋| 456/469 [00:41<00:01, 10.93it/s, v_num=9, loss/train=0.178, alignment/train=0.0783, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 97%|█████████▋| 456/469 [00:41<00:01, 10.93it/s, v_num=9, loss/train=0.209, alignment/train=0.0959, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 97%|█████████▋| 457/469 [00:41<00:01, 10.95it/s, v_num=9, loss/train=0.209, alignment/train=0.0959, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 97%|█████████▋| 457/469 [00:41<00:01, 10.95it/s, v_num=9, loss/train=0.180, alignment/train=0.0904, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 98%|█████████▊| 458/469 [00:41<00:01, 10.96it/s, v_num=9, loss/train=0.180, alignment/train=0.0904, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 98%|█████████▊| 458/469 [00:41<00:01, 10.96it/s, v_num=9, loss/train=0.163, alignment/train=0.0887, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 98%|█████████▊| 459/469 [00:41<00:00, 10.98it/s, v_num=9, loss/train=0.163, alignment/train=0.0887, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 98%|█████████▊| 459/469 [00:41<00:00, 10.98it/s, v_num=9, loss/train=0.164, alignment/train=0.0743, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 98%|█████████▊| 460/469 [00:41<00:00, 10.99it/s, v_num=9, loss/train=0.164, alignment/train=0.0743, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 98%|█████████▊| 460/469 [00:41<00:00, 10.99it/s, v_num=9, loss/train=0.195, alignment/train=0.093, uniformity/train=-3.55, contrastive_acc/train=0.988, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 98%|█████████▊| 461/469 [00:41<00:00, 11.00it/s, v_num=9, loss/train=0.195, alignment/train=0.093, uniformity/train=-3.55, contrastive_acc/train=0.988, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 98%|█████████▊| 461/469 [00:41<00:00, 11.00it/s, v_num=9, loss/train=0.179, alignment/train=0.0923, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 99%|█████████▊| 462/469 [00:41<00:00, 11.02it/s, v_num=9, loss/train=0.179, alignment/train=0.0923, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 99%|█████████▊| 462/469 [00:41<00:00, 11.02it/s, v_num=9, loss/train=0.159, alignment/train=0.0831, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 99%|█████████▊| 463/469 [00:41<00:00, 11.03it/s, v_num=9, loss/train=0.159, alignment/train=0.0831, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 99%|█████████▊| 463/469 [00:41<00:00, 11.03it/s, v_num=9, loss/train=0.200, alignment/train=0.0931, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 99%|█████████▉| 464/469 [00:41<00:00, 11.05it/s, v_num=9, loss/train=0.200, alignment/train=0.0931, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 99%|█████████▉| 464/469 [00:42<00:00, 11.05it/s, v_num=9, loss/train=0.190, alignment/train=0.0727, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 99%|█████████▉| 465/469 [00:42<00:00, 11.06it/s, v_num=9, loss/train=0.190, alignment/train=0.0727, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 99%|█████████▉| 465/469 [00:42<00:00, 11.06it/s, v_num=9, loss/train=0.249, alignment/train=0.0865, uniformity/train=-3.53, contrastive_acc/train=0.984, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 99%|█████████▉| 466/469 [00:42<00:00, 11.08it/s, v_num=9, loss/train=0.249, alignment/train=0.0865, uniformity/train=-3.53, contrastive_acc/train=0.984, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 99%|█████████▉| 466/469 [00:42<00:00, 11.08it/s, v_num=9, loss/train=0.192, alignment/train=0.0914, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 100%|█████████▉| 467/469 [00:42<00:00, 11.09it/s, v_num=9, loss/train=0.192, alignment/train=0.0914, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 100%|█████████▉| 467/469 [00:42<00:00, 11.09it/s, v_num=9, loss/train=0.183, alignment/train=0.0803, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 100%|█████████▉| 468/469 [00:42<00:00, 11.10it/s, v_num=9, loss/train=0.183, alignment/train=0.0803, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 100%|█████████▉| 468/469 [00:42<00:00, 11.10it/s, v_num=9, loss/train=0.195, alignment/train=0.0767, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 100%|██████████| 469/469 [00:42<00:00, 11.11it/s, v_num=9, loss/train=0.195, alignment/train=0.0767, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 100%|██████████| 469/469 [00:42<00:00, 11.11it/s, v_num=9, loss/train=0.148, alignment/train=0.0776, uniformity/train=-3.52, contrastive_acc/train=0.995, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
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Epoch 26: 100%|██████████| 469/469 [00:48<00:00, 9.76it/s, v_num=9, loss/train=0.148, alignment/train=0.0776, uniformity/train=-3.52, contrastive_acc/train=0.995, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 100%|██████████| 469/469 [00:48<00:00, 9.76it/s, v_num=9, loss/train=0.148, alignment/train=0.0776, uniformity/train=-3.52, contrastive_acc/train=0.995, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
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Epoch 27: 0%| | 0/469 [00:00<?, ?it/s, v_num=9, loss/train=0.148, alignment/train=0.0776, uniformity/train=-3.52, contrastive_acc/train=0.995, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 0%| | 1/469 [00:01<12:15, 0.64it/s, v_num=9, loss/train=0.148, alignment/train=0.0776, uniformity/train=-3.52, contrastive_acc/train=0.995, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 0%| | 1/469 [00:01<12:16, 0.64it/s, v_num=9, loss/train=0.163, alignment/train=0.0804, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 0%| | 2/469 [00:01<06:20, 1.23it/s, v_num=9, loss/train=0.163, alignment/train=0.0804, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 0%| | 2/469 [00:01<06:20, 1.23it/s, v_num=9, loss/train=0.177, alignment/train=0.0744, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 1%| | 3/469 [00:01<04:21, 1.78it/s, v_num=9, loss/train=0.177, alignment/train=0.0744, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 1%| | 3/469 [00:01<04:21, 1.78it/s, v_num=9, loss/train=0.148, alignment/train=0.0736, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 1%| | 4/469 [00:01<03:29, 2.22it/s, v_num=9, loss/train=0.148, alignment/train=0.0736, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 1%| | 4/469 [00:01<03:29, 2.22it/s, v_num=9, loss/train=0.168, alignment/train=0.0839, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 1%| | 5/469 [00:01<02:57, 2.62it/s, v_num=9, loss/train=0.168, alignment/train=0.0839, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 1%| | 5/469 [00:01<02:57, 2.61it/s, v_num=9, loss/train=0.144, alignment/train=0.0703, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 1%|▏ | 6/469 [00:02<02:37, 2.94it/s, v_num=9, loss/train=0.144, alignment/train=0.0703, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 1%|▏ | 6/469 [00:02<02:37, 2.94it/s, v_num=9, loss/train=0.164, alignment/train=0.0787, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 1%|▏ | 7/469 [00:02<02:18, 3.34it/s, v_num=9, loss/train=0.164, alignment/train=0.0787, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 1%|▏ | 7/469 [00:02<02:18, 3.34it/s, v_num=9, loss/train=0.190, alignment/train=0.0825, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 2%|▏ | 8/469 [00:02<02:03, 3.72it/s, v_num=9, loss/train=0.190, alignment/train=0.0825, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 2%|▏ | 8/469 [00:02<02:03, 3.72it/s, v_num=9, loss/train=0.165, alignment/train=0.0735, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 2%|▏ | 9/469 [00:02<01:55, 3.99it/s, v_num=9, loss/train=0.165, alignment/train=0.0735, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 2%|▏ | 9/469 [00:02<01:55, 3.99it/s, v_num=9, loss/train=0.221, alignment/train=0.0768, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 2%|▏ | 10/469 [00:02<01:46, 4.32it/s, v_num=9, loss/train=0.221, alignment/train=0.0768, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 2%|▏ | 10/469 [00:02<01:46, 4.31it/s, v_num=9, loss/train=0.185, alignment/train=0.0868, uniformity/train=-3.55, contrastive_acc/train=0.988, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 2%|▏ | 11/469 [00:02<01:41, 4.52it/s, v_num=9, loss/train=0.185, alignment/train=0.0868, uniformity/train=-3.55, contrastive_acc/train=0.988, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 2%|▏ | 11/469 [00:02<01:41, 4.51it/s, v_num=9, loss/train=0.166, alignment/train=0.0788, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 3%|▎ | 12/469 [00:02<01:35, 4.80it/s, v_num=9, loss/train=0.166, alignment/train=0.0788, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 3%|▎ | 12/469 [00:02<01:35, 4.80it/s, v_num=9, loss/train=0.139, alignment/train=0.073, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 3%|▎ | 13/469 [00:02<01:31, 4.99it/s, v_num=9, loss/train=0.139, alignment/train=0.073, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 3%|▎ | 13/469 [00:02<01:31, 4.98it/s, v_num=9, loss/train=0.185, alignment/train=0.0869, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 3%|▎ | 14/469 [00:02<01:26, 5.25it/s, v_num=9, loss/train=0.185, alignment/train=0.0869, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 3%|▎ | 14/469 [00:02<01:26, 5.25it/s, v_num=9, loss/train=0.141, alignment/train=0.0665, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 3%|▎ | 15/469 [00:02<01:22, 5.51it/s, v_num=9, loss/train=0.141, alignment/train=0.0665, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 3%|▎ | 15/469 [00:02<01:22, 5.50it/s, v_num=9, loss/train=0.167, alignment/train=0.0754, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 3%|▎ | 16/469 [00:02<01:21, 5.57it/s, v_num=9, loss/train=0.167, alignment/train=0.0754, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 3%|▎ | 16/469 [00:02<01:21, 5.57it/s, v_num=9, loss/train=0.144, alignment/train=0.0696, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 4%|▎ | 17/469 [00:02<01:17, 5.81it/s, v_num=9, loss/train=0.144, alignment/train=0.0696, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 4%|▎ | 17/469 [00:02<01:17, 5.81it/s, v_num=9, loss/train=0.149, alignment/train=0.0725, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 4%|▍ | 18/469 [00:02<01:14, 6.03it/s, v_num=9, loss/train=0.149, alignment/train=0.0725, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 4%|▍ | 18/469 [00:02<01:14, 6.03it/s, v_num=9, loss/train=0.208, alignment/train=0.0781, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 4%|▍ | 19/469 [00:03<01:12, 6.20it/s, v_num=9, loss/train=0.208, alignment/train=0.0781, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 4%|▍ | 19/469 [00:03<01:12, 6.20it/s, v_num=9, loss/train=0.185, alignment/train=0.0864, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 4%|▍ | 20/469 [00:03<01:11, 6.28it/s, v_num=9, loss/train=0.185, alignment/train=0.0864, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 4%|▍ | 20/469 [00:03<01:11, 6.28it/s, v_num=9, loss/train=0.184, alignment/train=0.0761, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 4%|▍ | 21/469 [00:03<01:10, 6.37it/s, v_num=9, loss/train=0.184, alignment/train=0.0761, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 4%|▍ | 21/469 [00:03<01:10, 6.37it/s, v_num=9, loss/train=0.167, alignment/train=0.077, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 5%|▍ | 22/469 [00:03<01:09, 6.42it/s, v_num=9, loss/train=0.167, alignment/train=0.077, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 5%|▍ | 22/469 [00:03<01:09, 6.42it/s, v_num=9, loss/train=0.144, alignment/train=0.0835, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 5%|▍ | 23/469 [00:03<01:07, 6.60it/s, v_num=9, loss/train=0.144, alignment/train=0.0835, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 5%|▍ | 23/469 [00:03<01:07, 6.60it/s, v_num=9, loss/train=0.154, alignment/train=0.0759, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 5%|▌ | 24/469 [00:03<01:05, 6.77it/s, v_num=9, loss/train=0.154, alignment/train=0.0759, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 5%|▌ | 24/469 [00:03<01:05, 6.77it/s, v_num=9, loss/train=0.148, alignment/train=0.0802, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 5%|▌ | 25/469 [00:03<01:04, 6.93it/s, v_num=9, loss/train=0.148, alignment/train=0.0802, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 5%|▌ | 25/469 [00:03<01:04, 6.93it/s, v_num=9, loss/train=0.160, alignment/train=0.0742, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 6%|▌ | 26/469 [00:03<01:04, 6.90it/s, v_num=9, loss/train=0.160, alignment/train=0.0742, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 6%|▌ | 26/469 [00:03<01:04, 6.90it/s, v_num=9, loss/train=0.182, alignment/train=0.0785, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 6%|▌ | 27/469 [00:03<01:03, 7.00it/s, v_num=9, loss/train=0.182, alignment/train=0.0785, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 6%|▌ | 27/469 [00:03<01:03, 7.00it/s, v_num=9, loss/train=0.170, alignment/train=0.0674, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 6%|▌ | 28/469 [00:03<01:02, 7.11it/s, v_num=9, loss/train=0.170, alignment/train=0.0674, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 6%|▌ | 28/469 [00:03<01:02, 7.11it/s, v_num=9, loss/train=0.173, alignment/train=0.0743, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 6%|▌ | 29/469 [00:04<01:01, 7.18it/s, v_num=9, loss/train=0.173, alignment/train=0.0743, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 6%|▌ | 29/469 [00:04<01:01, 7.18it/s, v_num=9, loss/train=0.177, alignment/train=0.0741, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 6%|▋ | 30/469 [00:04<00:59, 7.32it/s, v_num=9, loss/train=0.177, alignment/train=0.0741, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 6%|▋ | 30/469 [00:04<00:59, 7.32it/s, v_num=9, loss/train=0.169, alignment/train=0.0788, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 7%|▋ | 31/469 [00:04<00:59, 7.37it/s, v_num=9, loss/train=0.169, alignment/train=0.0788, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 7%|▋ | 31/469 [00:04<00:59, 7.37it/s, v_num=9, loss/train=0.166, alignment/train=0.0829, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 7%|▋ | 32/469 [00:04<00:59, 7.34it/s, v_num=9, loss/train=0.166, alignment/train=0.0829, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 7%|▋ | 32/469 [00:04<00:59, 7.34it/s, v_num=9, loss/train=0.182, alignment/train=0.0849, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 7%|▋ | 33/469 [00:04<00:58, 7.47it/s, v_num=9, loss/train=0.182, alignment/train=0.0849, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 7%|▋ | 33/469 [00:04<00:58, 7.47it/s, v_num=9, loss/train=0.150, alignment/train=0.071, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 7%|▋ | 34/469 [00:04<00:57, 7.60it/s, v_num=9, loss/train=0.150, alignment/train=0.071, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 7%|▋ | 34/469 [00:04<00:57, 7.60it/s, v_num=9, loss/train=0.171, alignment/train=0.0783, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 7%|▋ | 35/469 [00:04<00:56, 7.72it/s, v_num=9, loss/train=0.171, alignment/train=0.0783, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 7%|▋ | 35/469 [00:04<00:56, 7.72it/s, v_num=9, loss/train=0.160, alignment/train=0.0697, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 8%|▊ | 36/469 [00:04<00:55, 7.80it/s, v_num=9, loss/train=0.160, alignment/train=0.0697, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 8%|▊ | 36/469 [00:04<00:55, 7.80it/s, v_num=9, loss/train=0.182, alignment/train=0.0889, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 8%|▊ | 37/469 [00:04<00:55, 7.79it/s, v_num=9, loss/train=0.182, alignment/train=0.0889, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 8%|▊ | 37/469 [00:04<00:55, 7.79it/s, v_num=9, loss/train=0.154, alignment/train=0.079, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 8%|▊ | 38/469 [00:04<00:54, 7.85it/s, v_num=9, loss/train=0.154, alignment/train=0.079, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 8%|▊ | 38/469 [00:04<00:54, 7.84it/s, v_num=9, loss/train=0.157, alignment/train=0.0674, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 8%|▊ | 39/469 [00:04<00:54, 7.95it/s, v_num=9, loss/train=0.157, alignment/train=0.0674, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 8%|▊ | 39/469 [00:04<00:54, 7.95it/s, v_num=9, loss/train=0.184, alignment/train=0.0849, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 9%|▊ | 40/469 [00:04<00:53, 8.06it/s, v_num=9, loss/train=0.184, alignment/train=0.0849, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 9%|▊ | 40/469 [00:04<00:53, 8.05it/s, v_num=9, loss/train=0.171, alignment/train=0.0697, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 9%|▊ | 41/469 [00:05<00:52, 8.16it/s, v_num=9, loss/train=0.171, alignment/train=0.0697, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 9%|▊ | 41/469 [00:05<00:52, 8.16it/s, v_num=9, loss/train=0.164, alignment/train=0.0708, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 9%|▉ | 42/469 [00:05<00:52, 8.19it/s, v_num=9, loss/train=0.164, alignment/train=0.0708, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 9%|▉ | 42/469 [00:05<00:52, 8.18it/s, v_num=9, loss/train=0.169, alignment/train=0.0772, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 9%|▉ | 43/469 [00:05<00:52, 8.06it/s, v_num=9, loss/train=0.169, alignment/train=0.0772, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 9%|▉ | 43/469 [00:05<00:52, 8.06it/s, v_num=9, loss/train=0.146, alignment/train=0.0729, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 9%|▉ | 44/469 [00:05<00:52, 8.16it/s, v_num=9, loss/train=0.146, alignment/train=0.0729, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 9%|▉ | 44/469 [00:05<00:52, 8.16it/s, v_num=9, loss/train=0.165, alignment/train=0.0784, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 10%|▉ | 45/469 [00:05<00:51, 8.22it/s, v_num=9, loss/train=0.165, alignment/train=0.0784, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 10%|▉ | 45/469 [00:05<00:51, 8.22it/s, v_num=9, loss/train=0.132, alignment/train=0.0725, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 10%|▉ | 46/469 [00:05<00:51, 8.27it/s, v_num=9, loss/train=0.132, alignment/train=0.0725, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 10%|▉ | 46/469 [00:05<00:51, 8.27it/s, v_num=9, loss/train=0.172, alignment/train=0.0875, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 10%|█ | 47/469 [00:05<00:50, 8.31it/s, v_num=9, loss/train=0.172, alignment/train=0.0875, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 10%|█ | 47/469 [00:05<00:50, 8.31it/s, v_num=9, loss/train=0.185, alignment/train=0.0783, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 10%|█ | 48/469 [00:05<00:50, 8.33it/s, v_num=9, loss/train=0.185, alignment/train=0.0783, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 10%|█ | 48/469 [00:05<00:50, 8.33it/s, v_num=9, loss/train=0.163, alignment/train=0.0836, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 10%|█ | 49/469 [00:05<00:50, 8.39it/s, v_num=9, loss/train=0.163, alignment/train=0.0836, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 10%|█ | 49/469 [00:05<00:50, 8.39it/s, v_num=9, loss/train=0.141, alignment/train=0.0783, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 11%|█ | 50/469 [00:05<00:49, 8.48it/s, v_num=9, loss/train=0.141, alignment/train=0.0783, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 11%|█ | 50/469 [00:05<00:49, 8.48it/s, v_num=9, loss/train=0.151, alignment/train=0.0721, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 11%|█ | 51/469 [00:05<00:48, 8.56it/s, v_num=9, loss/train=0.151, alignment/train=0.0721, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 11%|█ | 51/469 [00:05<00:48, 8.56it/s, v_num=9, loss/train=0.170, alignment/train=0.0741, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 11%|█ | 52/469 [00:06<00:49, 8.50it/s, v_num=9, loss/train=0.170, alignment/train=0.0741, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 11%|█ | 52/469 [00:06<00:49, 8.50it/s, v_num=9, loss/train=0.158, alignment/train=0.0759, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 11%|█▏ | 53/469 [00:06<00:48, 8.53it/s, v_num=9, loss/train=0.158, alignment/train=0.0759, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 11%|█▏ | 53/469 [00:06<00:48, 8.53it/s, v_num=9, loss/train=0.147, alignment/train=0.0624, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 12%|█▏ | 54/469 [00:06<00:48, 8.61it/s, v_num=9, loss/train=0.147, alignment/train=0.0624, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 12%|█▏ | 54/469 [00:06<00:48, 8.61it/s, v_num=9, loss/train=0.142, alignment/train=0.0784, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 12%|█▏ | 55/469 [00:06<00:48, 8.58it/s, v_num=9, loss/train=0.142, alignment/train=0.0784, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 12%|█▏ | 55/469 [00:06<00:48, 8.57it/s, v_num=9, loss/train=0.189, alignment/train=0.0789, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 12%|█▏ | 56/469 [00:06<00:47, 8.63it/s, v_num=9, loss/train=0.189, alignment/train=0.0789, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 12%|█▏ | 56/469 [00:06<00:47, 8.63it/s, v_num=9, loss/train=0.174, alignment/train=0.0747, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 12%|█▏ | 57/469 [00:06<00:47, 8.71it/s, v_num=9, loss/train=0.174, alignment/train=0.0747, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 12%|█▏ | 57/469 [00:06<00:47, 8.71it/s, v_num=9, loss/train=0.172, alignment/train=0.0896, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 12%|█▏ | 58/469 [00:06<00:47, 8.73it/s, v_num=9, loss/train=0.172, alignment/train=0.0896, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 12%|█▏ | 58/469 [00:06<00:47, 8.73it/s, v_num=9, loss/train=0.162, alignment/train=0.0729, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 13%|█▎ | 59/469 [00:06<00:46, 8.76it/s, v_num=9, loss/train=0.162, alignment/train=0.0729, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 13%|█▎ | 59/469 [00:06<00:46, 8.76it/s, v_num=9, loss/train=0.184, alignment/train=0.0801, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 13%|█▎ | 60/469 [00:06<00:46, 8.79it/s, v_num=9, loss/train=0.184, alignment/train=0.0801, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 13%|█▎ | 60/469 [00:06<00:46, 8.79it/s, v_num=9, loss/train=0.160, alignment/train=0.0745, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 13%|█▎ | 61/469 [00:06<00:46, 8.86it/s, v_num=9, loss/train=0.160, alignment/train=0.0745, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 13%|█▎ | 61/469 [00:06<00:46, 8.86it/s, v_num=9, loss/train=0.148, alignment/train=0.0746, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 13%|█▎ | 62/469 [00:07<00:46, 8.84it/s, v_num=9, loss/train=0.148, alignment/train=0.0746, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 13%|█▎ | 62/469 [00:07<00:46, 8.83it/s, v_num=9, loss/train=0.178, alignment/train=0.0814, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 13%|█▎ | 63/469 [00:07<00:45, 8.90it/s, v_num=9, loss/train=0.178, alignment/train=0.0814, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 13%|█▎ | 63/469 [00:07<00:45, 8.90it/s, v_num=9, loss/train=0.156, alignment/train=0.0807, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 14%|█▎ | 64/469 [00:07<00:45, 8.97it/s, v_num=9, loss/train=0.156, alignment/train=0.0807, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 14%|█▎ | 64/469 [00:07<00:45, 8.97it/s, v_num=9, loss/train=0.141, alignment/train=0.0766, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 14%|█▍ | 65/469 [00:07<00:45, 8.94it/s, v_num=9, loss/train=0.141, alignment/train=0.0766, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 14%|█▍ | 65/469 [00:07<00:45, 8.94it/s, v_num=9, loss/train=0.169, alignment/train=0.0719, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 14%|█▍ | 66/469 [00:07<00:45, 8.92it/s, v_num=9, loss/train=0.169, alignment/train=0.0719, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 14%|█▍ | 66/469 [00:07<00:45, 8.92it/s, v_num=9, loss/train=0.158, alignment/train=0.0666, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 14%|█▍ | 67/469 [00:07<00:44, 8.98it/s, v_num=9, loss/train=0.158, alignment/train=0.0666, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 14%|█▍ | 67/469 [00:07<00:44, 8.98it/s, v_num=9, loss/train=0.157, alignment/train=0.0758, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 14%|█▍ | 68/469 [00:07<00:44, 9.04it/s, v_num=9, loss/train=0.157, alignment/train=0.0758, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 14%|█▍ | 68/469 [00:07<00:44, 9.04it/s, v_num=9, loss/train=0.170, alignment/train=0.087, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 15%|█▍ | 69/469 [00:07<00:44, 9.02it/s, v_num=9, loss/train=0.170, alignment/train=0.087, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 15%|█▍ | 69/469 [00:07<00:44, 9.02it/s, v_num=9, loss/train=0.146, alignment/train=0.0769, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 15%|█▍ | 70/469 [00:07<00:44, 9.04it/s, v_num=9, loss/train=0.146, alignment/train=0.0769, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 15%|█▍ | 70/469 [00:07<00:44, 9.04it/s, v_num=9, loss/train=0.142, alignment/train=0.0822, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 15%|█▌ | 71/469 [00:07<00:43, 9.08it/s, v_num=9, loss/train=0.142, alignment/train=0.0822, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 15%|█▌ | 71/469 [00:07<00:43, 9.08it/s, v_num=9, loss/train=0.175, alignment/train=0.0736, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 15%|█▌ | 72/469 [00:07<00:43, 9.06it/s, v_num=9, loss/train=0.175, alignment/train=0.0736, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 15%|█▌ | 72/469 [00:07<00:43, 9.05it/s, v_num=9, loss/train=0.187, alignment/train=0.0872, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 16%|█▌ | 73/469 [00:08<00:43, 9.05it/s, v_num=9, loss/train=0.187, alignment/train=0.0872, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 16%|█▌ | 73/469 [00:08<00:43, 9.05it/s, v_num=9, loss/train=0.174, alignment/train=0.0835, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 16%|█▌ | 74/469 [00:08<00:43, 9.07it/s, v_num=9, loss/train=0.174, alignment/train=0.0835, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 16%|█▌ | 74/469 [00:08<00:43, 9.07it/s, v_num=9, loss/train=0.137, alignment/train=0.0671, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 16%|█▌ | 75/469 [00:08<00:43, 9.09it/s, v_num=9, loss/train=0.137, alignment/train=0.0671, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 16%|█▌ | 75/469 [00:08<00:43, 9.09it/s, v_num=9, loss/train=0.166, alignment/train=0.0784, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 16%|█▌ | 76/469 [00:08<00:43, 9.08it/s, v_num=9, loss/train=0.166, alignment/train=0.0784, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 16%|█▌ | 76/469 [00:08<00:43, 9.08it/s, v_num=9, loss/train=0.147, alignment/train=0.075, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 16%|█▋ | 77/469 [00:08<00:43, 9.11it/s, v_num=9, loss/train=0.147, alignment/train=0.075, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 16%|█▋ | 77/469 [00:08<00:43, 9.11it/s, v_num=9, loss/train=0.152, alignment/train=0.0872, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 17%|█▋ | 78/469 [00:08<00:42, 9.17it/s, v_num=9, loss/train=0.152, alignment/train=0.0872, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 17%|█▋ | 78/469 [00:08<00:42, 9.17it/s, v_num=9, loss/train=0.138, alignment/train=0.0764, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 17%|█▋ | 79/469 [00:08<00:42, 9.16it/s, v_num=9, loss/train=0.138, alignment/train=0.0764, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 17%|█▋ | 79/469 [00:08<00:42, 9.16it/s, v_num=9, loss/train=0.170, alignment/train=0.070, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 17%|█▋ | 80/469 [00:08<00:42, 9.19it/s, v_num=9, loss/train=0.170, alignment/train=0.070, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 17%|█▋ | 80/469 [00:08<00:42, 9.19it/s, v_num=9, loss/train=0.162, alignment/train=0.0776, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 17%|█▋ | 81/469 [00:08<00:41, 9.24it/s, v_num=9, loss/train=0.162, alignment/train=0.0776, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 17%|█▋ | 81/469 [00:08<00:41, 9.24it/s, v_num=9, loss/train=0.167, alignment/train=0.0811, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 17%|█▋ | 82/469 [00:08<00:41, 9.29it/s, v_num=9, loss/train=0.167, alignment/train=0.0811, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 17%|█▋ | 82/469 [00:08<00:41, 9.29it/s, v_num=9, loss/train=0.185, alignment/train=0.0709, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 18%|█▊ | 83/469 [00:08<00:41, 9.24it/s, v_num=9, loss/train=0.185, alignment/train=0.0709, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 18%|█▊ | 83/469 [00:08<00:41, 9.24it/s, v_num=9, loss/train=0.151, alignment/train=0.0822, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 18%|█▊ | 84/469 [00:09<00:41, 9.26it/s, v_num=9, loss/train=0.151, alignment/train=0.0822, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 18%|█▊ | 84/469 [00:09<00:41, 9.26it/s, v_num=9, loss/train=0.157, alignment/train=0.0737, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 18%|█▊ | 85/469 [00:09<00:41, 9.31it/s, v_num=9, loss/train=0.157, alignment/train=0.0737, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 18%|█▊ | 85/469 [00:09<00:41, 9.31it/s, v_num=9, loss/train=0.162, alignment/train=0.0721, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 18%|█▊ | 86/469 [00:09<00:40, 9.36it/s, v_num=9, loss/train=0.162, alignment/train=0.0721, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 18%|█▊ | 86/469 [00:09<00:40, 9.36it/s, v_num=9, loss/train=0.176, alignment/train=0.0768, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 19%|█▊ | 87/469 [00:09<00:40, 9.33it/s, v_num=9, loss/train=0.176, alignment/train=0.0768, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 19%|█▊ | 87/469 [00:09<00:40, 9.33it/s, v_num=9, loss/train=0.177, alignment/train=0.0788, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 19%|█▉ | 88/469 [00:09<00:40, 9.33it/s, v_num=9, loss/train=0.177, alignment/train=0.0788, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 19%|█▉ | 88/469 [00:09<00:40, 9.33it/s, v_num=9, loss/train=0.145, alignment/train=0.0842, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 19%|█▉ | 89/469 [00:09<00:40, 9.38it/s, v_num=9, loss/train=0.145, alignment/train=0.0842, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 19%|█▉ | 89/469 [00:09<00:40, 9.38it/s, v_num=9, loss/train=0.164, alignment/train=0.0739, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 19%|█▉ | 90/469 [00:09<00:40, 9.43it/s, v_num=9, loss/train=0.164, alignment/train=0.0739, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 19%|█▉ | 90/469 [00:09<00:40, 9.43it/s, v_num=9, loss/train=0.184, alignment/train=0.0827, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 19%|█▉ | 91/469 [00:09<00:40, 9.42it/s, v_num=9, loss/train=0.184, alignment/train=0.0827, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 19%|█▉ | 91/469 [00:09<00:40, 9.42it/s, v_num=9, loss/train=0.199, alignment/train=0.081, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 20%|█▉ | 92/469 [00:09<00:40, 9.42it/s, v_num=9, loss/train=0.199, alignment/train=0.081, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 20%|█▉ | 92/469 [00:09<00:40, 9.42it/s, v_num=9, loss/train=0.156, alignment/train=0.067, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 20%|█▉ | 93/469 [00:09<00:39, 9.46it/s, v_num=9, loss/train=0.156, alignment/train=0.067, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 20%|█▉ | 93/469 [00:09<00:39, 9.45it/s, v_num=9, loss/train=0.155, alignment/train=0.0781, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 20%|██ | 94/469 [00:09<00:39, 9.45it/s, v_num=9, loss/train=0.155, alignment/train=0.0781, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 20%|██ | 94/469 [00:09<00:39, 9.44it/s, v_num=9, loss/train=0.160, alignment/train=0.0682, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 20%|██ | 95/469 [00:10<00:39, 9.44it/s, v_num=9, loss/train=0.160, alignment/train=0.0682, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 20%|██ | 95/469 [00:10<00:39, 9.44it/s, v_num=9, loss/train=0.180, alignment/train=0.0792, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 20%|██ | 96/469 [00:10<00:39, 9.48it/s, v_num=9, loss/train=0.180, alignment/train=0.0792, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 20%|██ | 96/469 [00:10<00:39, 9.47it/s, v_num=9, loss/train=0.154, alignment/train=0.0762, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 21%|██ | 97/469 [00:10<00:39, 9.50it/s, v_num=9, loss/train=0.154, alignment/train=0.0762, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 21%|██ | 97/469 [00:10<00:39, 9.50it/s, v_num=9, loss/train=0.186, alignment/train=0.0827, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 21%|██ | 98/469 [00:10<00:38, 9.51it/s, v_num=9, loss/train=0.186, alignment/train=0.0827, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 21%|██ | 98/469 [00:10<00:38, 9.51it/s, v_num=9, loss/train=0.186, alignment/train=0.0813, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 21%|██ | 99/469 [00:10<00:38, 9.53it/s, v_num=9, loss/train=0.186, alignment/train=0.0813, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 21%|██ | 99/469 [00:10<00:38, 9.53it/s, v_num=9, loss/train=0.158, alignment/train=0.0755, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 21%|██▏ | 100/469 [00:10<00:38, 9.55it/s, v_num=9, loss/train=0.158, alignment/train=0.0755, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 21%|██▏ | 100/469 [00:10<00:38, 9.55it/s, v_num=9, loss/train=0.162, alignment/train=0.0774, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 22%|██▏ | 101/469 [00:10<00:38, 9.55it/s, v_num=9, loss/train=0.162, alignment/train=0.0774, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 22%|██▏ | 101/469 [00:10<00:38, 9.55it/s, v_num=9, loss/train=0.205, alignment/train=0.0834, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 22%|██▏ | 102/469 [00:10<00:38, 9.57it/s, v_num=9, loss/train=0.205, alignment/train=0.0834, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 22%|██▏ | 102/469 [00:10<00:38, 9.57it/s, v_num=9, loss/train=0.169, alignment/train=0.0864, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 22%|██▏ | 103/469 [00:10<00:38, 9.60it/s, v_num=9, loss/train=0.169, alignment/train=0.0864, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 22%|██▏ | 103/469 [00:10<00:38, 9.60it/s, v_num=9, loss/train=0.165, alignment/train=0.0752, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 22%|██▏ | 104/469 [00:10<00:38, 9.57it/s, v_num=9, loss/train=0.165, alignment/train=0.0752, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 22%|██▏ | 104/469 [00:10<00:38, 9.57it/s, v_num=9, loss/train=0.179, alignment/train=0.081, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 22%|██▏ | 105/469 [00:10<00:37, 9.61it/s, v_num=9, loss/train=0.179, alignment/train=0.081, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 22%|██▏ | 105/469 [00:10<00:37, 9.61it/s, v_num=9, loss/train=0.162, alignment/train=0.074, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 23%|██▎ | 106/469 [00:10<00:37, 9.64it/s, v_num=9, loss/train=0.162, alignment/train=0.074, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 23%|██▎ | 106/469 [00:11<00:37, 9.64it/s, v_num=9, loss/train=0.214, alignment/train=0.0903, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 23%|██▎ | 107/469 [00:11<00:37, 9.67it/s, v_num=9, loss/train=0.214, alignment/train=0.0903, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 23%|██▎ | 107/469 [00:11<00:37, 9.67it/s, v_num=9, loss/train=0.167, alignment/train=0.0712, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 23%|██▎ | 108/469 [00:11<00:37, 9.67it/s, v_num=9, loss/train=0.167, alignment/train=0.0712, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 23%|██▎ | 108/469 [00:11<00:37, 9.67it/s, v_num=9, loss/train=0.169, alignment/train=0.083, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 23%|██▎ | 109/469 [00:11<00:37, 9.64it/s, v_num=9, loss/train=0.169, alignment/train=0.083, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 23%|██▎ | 109/469 [00:11<00:37, 9.64it/s, v_num=9, loss/train=0.158, alignment/train=0.0708, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 23%|██▎ | 110/469 [00:11<00:37, 9.68it/s, v_num=9, loss/train=0.158, alignment/train=0.0708, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 23%|██▎ | 110/469 [00:11<00:37, 9.68it/s, v_num=9, loss/train=0.160, alignment/train=0.0782, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 24%|██▎ | 111/469 [00:11<00:36, 9.71it/s, v_num=9, loss/train=0.160, alignment/train=0.0782, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 24%|██▎ | 111/469 [00:11<00:36, 9.71it/s, v_num=9, loss/train=0.179, alignment/train=0.076, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 24%|██▍ | 112/469 [00:11<00:36, 9.67it/s, v_num=9, loss/train=0.179, alignment/train=0.076, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 24%|██▍ | 112/469 [00:11<00:36, 9.67it/s, v_num=9, loss/train=0.168, alignment/train=0.0768, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 24%|██▍ | 113/469 [00:11<00:36, 9.70it/s, v_num=9, loss/train=0.168, alignment/train=0.0768, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 24%|██▍ | 113/469 [00:11<00:36, 9.70it/s, v_num=9, loss/train=0.174, alignment/train=0.0784, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 24%|██▍ | 114/469 [00:11<00:36, 9.74it/s, v_num=9, loss/train=0.174, alignment/train=0.0784, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 24%|██▍ | 114/469 [00:11<00:36, 9.74it/s, v_num=9, loss/train=0.184, alignment/train=0.0811, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 25%|██▍ | 115/469 [00:11<00:36, 9.75it/s, v_num=9, loss/train=0.184, alignment/train=0.0811, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 25%|██▍ | 115/469 [00:11<00:36, 9.75it/s, v_num=9, loss/train=0.191, alignment/train=0.073, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 25%|██▍ | 116/469 [00:11<00:36, 9.79it/s, v_num=9, loss/train=0.191, alignment/train=0.073, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 25%|██▍ | 116/469 [00:11<00:36, 9.78it/s, v_num=9, loss/train=0.142, alignment/train=0.0862, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 25%|██▍ | 117/469 [00:11<00:35, 9.78it/s, v_num=9, loss/train=0.142, alignment/train=0.0862, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 25%|██▍ | 117/469 [00:11<00:35, 9.78it/s, v_num=9, loss/train=0.162, alignment/train=0.0851, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 25%|██▌ | 118/469 [00:12<00:35, 9.78it/s, v_num=9, loss/train=0.162, alignment/train=0.0851, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 25%|██▌ | 118/469 [00:12<00:35, 9.78it/s, v_num=9, loss/train=0.154, alignment/train=0.0726, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 25%|██▌ | 119/469 [00:12<00:35, 9.81it/s, v_num=9, loss/train=0.154, alignment/train=0.0726, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 25%|██▌ | 119/469 [00:12<00:35, 9.81it/s, v_num=9, loss/train=0.151, alignment/train=0.0754, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 26%|██▌ | 120/469 [00:12<00:35, 9.84it/s, v_num=9, loss/train=0.151, alignment/train=0.0754, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 26%|██▌ | 120/469 [00:12<00:35, 9.84it/s, v_num=9, loss/train=0.167, alignment/train=0.0723, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 26%|██▌ | 121/469 [00:12<00:35, 9.84it/s, v_num=9, loss/train=0.167, alignment/train=0.0723, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 26%|██▌ | 121/469 [00:12<00:35, 9.84it/s, v_num=9, loss/train=0.167, alignment/train=0.0782, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 26%|██▌ | 122/469 [00:12<00:35, 9.81it/s, v_num=9, loss/train=0.167, alignment/train=0.0782, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 26%|██▌ | 122/469 [00:12<00:35, 9.81it/s, v_num=9, loss/train=0.167, alignment/train=0.071, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 26%|██▌ | 123/469 [00:12<00:35, 9.82it/s, v_num=9, loss/train=0.167, alignment/train=0.071, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 26%|██▌ | 123/469 [00:12<00:35, 9.82it/s, v_num=9, loss/train=0.190, alignment/train=0.0762, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 26%|██▋ | 124/469 [00:12<00:35, 9.85it/s, v_num=9, loss/train=0.190, alignment/train=0.0762, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 26%|██▋ | 124/469 [00:12<00:35, 9.85it/s, v_num=9, loss/train=0.162, alignment/train=0.0746, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 27%|██▋ | 125/469 [00:12<00:34, 9.87it/s, v_num=9, loss/train=0.162, alignment/train=0.0746, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 27%|██▋ | 125/469 [00:12<00:34, 9.87it/s, v_num=9, loss/train=0.136, alignment/train=0.0808, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 27%|██▋ | 126/469 [00:12<00:34, 9.87it/s, v_num=9, loss/train=0.136, alignment/train=0.0808, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 27%|██▋ | 126/469 [00:12<00:34, 9.87it/s, v_num=9, loss/train=0.168, alignment/train=0.0839, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 27%|██▋ | 127/469 [00:12<00:34, 9.88it/s, v_num=9, loss/train=0.168, alignment/train=0.0839, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 27%|██▋ | 127/469 [00:12<00:34, 9.88it/s, v_num=9, loss/train=0.150, alignment/train=0.0798, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 27%|██▋ | 128/469 [00:12<00:34, 9.88it/s, v_num=9, loss/train=0.150, alignment/train=0.0798, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 27%|██▋ | 128/469 [00:12<00:34, 9.88it/s, v_num=9, loss/train=0.174, alignment/train=0.0782, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 28%|██▊ | 129/469 [00:13<00:34, 9.90it/s, v_num=9, loss/train=0.174, alignment/train=0.0782, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 28%|██▊ | 129/469 [00:13<00:34, 9.90it/s, v_num=9, loss/train=0.156, alignment/train=0.0783, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 28%|██▊ | 130/469 [00:13<00:34, 9.91it/s, v_num=9, loss/train=0.156, alignment/train=0.0783, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 28%|██▊ | 130/469 [00:13<00:34, 9.91it/s, v_num=9, loss/train=0.141, alignment/train=0.0743, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 28%|██▊ | 131/469 [00:13<00:34, 9.92it/s, v_num=9, loss/train=0.141, alignment/train=0.0743, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 28%|██▊ | 131/469 [00:13<00:34, 9.92it/s, v_num=9, loss/train=0.167, alignment/train=0.0672, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 28%|██▊ | 132/469 [00:13<00:34, 9.90it/s, v_num=9, loss/train=0.167, alignment/train=0.0672, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 28%|██▊ | 132/469 [00:13<00:34, 9.90it/s, v_num=9, loss/train=0.174, alignment/train=0.0794, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 28%|██▊ | 133/469 [00:13<00:33, 9.92it/s, v_num=9, loss/train=0.174, alignment/train=0.0794, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 28%|██▊ | 133/469 [00:13<00:33, 9.92it/s, v_num=9, loss/train=0.165, alignment/train=0.078, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 29%|██▊ | 134/469 [00:13<00:33, 9.95it/s, v_num=9, loss/train=0.165, alignment/train=0.078, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 29%|██▊ | 134/469 [00:13<00:33, 9.95it/s, v_num=9, loss/train=0.151, alignment/train=0.080, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 29%|██▉ | 135/469 [00:13<00:33, 9.98it/s, v_num=9, loss/train=0.151, alignment/train=0.080, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 29%|██▉ | 135/469 [00:13<00:33, 9.98it/s, v_num=9, loss/train=0.139, alignment/train=0.075, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 29%|██▉ | 136/469 [00:13<00:33, 9.98it/s, v_num=9, loss/train=0.139, alignment/train=0.075, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 29%|██▉ | 136/469 [00:13<00:33, 9.98it/s, v_num=9, loss/train=0.158, alignment/train=0.0687, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 29%|██▉ | 137/469 [00:13<00:33, 9.95it/s, v_num=9, loss/train=0.158, alignment/train=0.0687, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 29%|██▉ | 137/469 [00:13<00:33, 9.95it/s, v_num=9, loss/train=0.168, alignment/train=0.0771, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 29%|██▉ | 138/469 [00:13<00:33, 9.96it/s, v_num=9, loss/train=0.168, alignment/train=0.0771, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 29%|██▉ | 138/469 [00:13<00:33, 9.96it/s, v_num=9, loss/train=0.150, alignment/train=0.0866, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 30%|██▉ | 139/469 [00:13<00:33, 9.99it/s, v_num=9, loss/train=0.150, alignment/train=0.0866, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 30%|██▉ | 139/469 [00:13<00:33, 9.99it/s, v_num=9, loss/train=0.158, alignment/train=0.0723, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 30%|██▉ | 140/469 [00:14<00:32, 9.98it/s, v_num=9, loss/train=0.158, alignment/train=0.0723, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 30%|██▉ | 140/469 [00:14<00:32, 9.98it/s, v_num=9, loss/train=0.196, alignment/train=0.0779, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 30%|███ | 141/469 [00:14<00:32, 10.01it/s, v_num=9, loss/train=0.196, alignment/train=0.0779, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 30%|███ | 141/469 [00:14<00:32, 10.01it/s, v_num=9, loss/train=0.145, alignment/train=0.0711, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 30%|███ | 142/469 [00:14<00:32, 10.01it/s, v_num=9, loss/train=0.145, alignment/train=0.0711, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 30%|███ | 142/469 [00:14<00:32, 10.00it/s, v_num=9, loss/train=0.172, alignment/train=0.0682, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 30%|███ | 143/469 [00:14<00:32, 10.02it/s, v_num=9, loss/train=0.172, alignment/train=0.0682, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 30%|███ | 143/469 [00:14<00:32, 10.02it/s, v_num=9, loss/train=0.174, alignment/train=0.0764, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 31%|███ | 144/469 [00:14<00:32, 10.03it/s, v_num=9, loss/train=0.174, alignment/train=0.0764, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 31%|███ | 144/469 [00:14<00:32, 10.02it/s, v_num=9, loss/train=0.183, alignment/train=0.0737, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 31%|███ | 145/469 [00:14<00:32, 10.03it/s, v_num=9, loss/train=0.183, alignment/train=0.0737, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 31%|███ | 145/469 [00:14<00:32, 10.03it/s, v_num=9, loss/train=0.173, alignment/train=0.0777, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 31%|███ | 146/469 [00:14<00:32, 10.06it/s, v_num=9, loss/train=0.173, alignment/train=0.0777, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 31%|███ | 146/469 [00:14<00:32, 10.06it/s, v_num=9, loss/train=0.172, alignment/train=0.0755, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 31%|███▏ | 147/469 [00:14<00:32, 10.05it/s, v_num=9, loss/train=0.172, alignment/train=0.0755, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 31%|███▏ | 147/469 [00:14<00:32, 10.05it/s, v_num=9, loss/train=0.171, alignment/train=0.0814, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 32%|███▏ | 148/469 [00:14<00:31, 10.06it/s, v_num=9, loss/train=0.171, alignment/train=0.0814, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 32%|███▏ | 148/469 [00:14<00:31, 10.06it/s, v_num=9, loss/train=0.147, alignment/train=0.0639, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 32%|███▏ | 149/469 [00:14<00:31, 10.06it/s, v_num=9, loss/train=0.147, alignment/train=0.0639, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 32%|███▏ | 149/469 [00:14<00:31, 10.06it/s, v_num=9, loss/train=0.162, alignment/train=0.0816, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 32%|███▏ | 150/469 [00:14<00:31, 10.04it/s, v_num=9, loss/train=0.162, alignment/train=0.0816, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 32%|███▏ | 150/469 [00:14<00:31, 10.04it/s, v_num=9, loss/train=0.171, alignment/train=0.0769, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 32%|███▏ | 151/469 [00:14<00:31, 10.07it/s, v_num=9, loss/train=0.171, alignment/train=0.0769, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 32%|███▏ | 151/469 [00:14<00:31, 10.07it/s, v_num=9, loss/train=0.173, alignment/train=0.0748, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 32%|███▏ | 152/469 [00:15<00:31, 10.07it/s, v_num=9, loss/train=0.173, alignment/train=0.0748, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 32%|███▏ | 152/469 [00:15<00:31, 10.07it/s, v_num=9, loss/train=0.194, alignment/train=0.0778, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 33%|███▎ | 153/469 [00:15<00:31, 10.08it/s, v_num=9, loss/train=0.194, alignment/train=0.0778, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 33%|███▎ | 153/469 [00:15<00:31, 10.08it/s, v_num=9, loss/train=0.179, alignment/train=0.0757, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 33%|███▎ | 154/469 [00:15<00:31, 10.11it/s, v_num=9, loss/train=0.179, alignment/train=0.0757, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 33%|███▎ | 154/469 [00:15<00:31, 10.11it/s, v_num=9, loss/train=0.154, alignment/train=0.0768, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 33%|███▎ | 155/469 [00:15<00:30, 10.14it/s, v_num=9, loss/train=0.154, alignment/train=0.0768, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 33%|███▎ | 155/469 [00:15<00:30, 10.14it/s, v_num=9, loss/train=0.164, alignment/train=0.0833, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 33%|███▎ | 156/469 [00:15<00:30, 10.13it/s, v_num=9, loss/train=0.164, alignment/train=0.0833, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 33%|███▎ | 156/469 [00:15<00:30, 10.13it/s, v_num=9, loss/train=0.160, alignment/train=0.0783, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 33%|███▎ | 157/469 [00:15<00:30, 10.08it/s, v_num=9, loss/train=0.160, alignment/train=0.0783, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 33%|███▎ | 157/469 [00:15<00:30, 10.08it/s, v_num=9, loss/train=0.146, alignment/train=0.0688, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 34%|███▎ | 158/469 [00:15<00:30, 10.10it/s, v_num=9, loss/train=0.146, alignment/train=0.0688, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 34%|███▎ | 158/469 [00:15<00:30, 10.10it/s, v_num=9, loss/train=0.142, alignment/train=0.0719, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 34%|███▍ | 159/469 [00:15<00:30, 10.12it/s, v_num=9, loss/train=0.142, alignment/train=0.0719, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 34%|███▍ | 159/469 [00:15<00:30, 10.12it/s, v_num=9, loss/train=0.158, alignment/train=0.068, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 34%|███▍ | 160/469 [00:15<00:30, 10.12it/s, v_num=9, loss/train=0.158, alignment/train=0.068, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 34%|███▍ | 160/469 [00:15<00:30, 10.12it/s, v_num=9, loss/train=0.204, alignment/train=0.080, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 34%|███▍ | 161/469 [00:15<00:30, 10.12it/s, v_num=9, loss/train=0.204, alignment/train=0.080, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 34%|███▍ | 161/469 [00:15<00:30, 10.12it/s, v_num=9, loss/train=0.186, alignment/train=0.0864, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 35%|███▍ | 162/469 [00:16<00:30, 10.12it/s, v_num=9, loss/train=0.186, alignment/train=0.0864, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 35%|███▍ | 162/469 [00:16<00:30, 10.12it/s, v_num=9, loss/train=0.138, alignment/train=0.0724, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 35%|███▍ | 163/469 [00:16<00:30, 10.14it/s, v_num=9, loss/train=0.138, alignment/train=0.0724, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 35%|███▍ | 163/469 [00:16<00:30, 10.14it/s, v_num=9, loss/train=0.184, alignment/train=0.0848, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 35%|███▍ | 164/469 [00:16<00:30, 10.13it/s, v_num=9, loss/train=0.184, alignment/train=0.0848, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 35%|███▍ | 164/469 [00:16<00:30, 10.13it/s, v_num=9, loss/train=0.169, alignment/train=0.0887, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 35%|███▌ | 165/469 [00:16<00:29, 10.15it/s, v_num=9, loss/train=0.169, alignment/train=0.0887, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 35%|███▌ | 165/469 [00:16<00:29, 10.15it/s, v_num=9, loss/train=0.172, alignment/train=0.0752, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 35%|███▌ | 166/469 [00:16<00:29, 10.18it/s, v_num=9, loss/train=0.172, alignment/train=0.0752, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 35%|███▌ | 166/469 [00:16<00:29, 10.18it/s, v_num=9, loss/train=0.191, alignment/train=0.0927, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 36%|███▌ | 167/469 [00:16<00:29, 10.16it/s, v_num=9, loss/train=0.191, alignment/train=0.0927, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 36%|███▌ | 167/469 [00:16<00:29, 10.16it/s, v_num=9, loss/train=0.160, alignment/train=0.0813, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 36%|███▌ | 168/469 [00:16<00:29, 10.15it/s, v_num=9, loss/train=0.160, alignment/train=0.0813, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 36%|███▌ | 168/469 [00:16<00:29, 10.15it/s, v_num=9, loss/train=0.123, alignment/train=0.0673, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 36%|███▌ | 169/469 [00:16<00:29, 10.18it/s, v_num=9, loss/train=0.123, alignment/train=0.0673, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 36%|███▌ | 169/469 [00:16<00:29, 10.18it/s, v_num=9, loss/train=0.198, alignment/train=0.0878, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 36%|███▌ | 170/469 [00:16<00:29, 10.17it/s, v_num=9, loss/train=0.198, alignment/train=0.0878, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 36%|███▌ | 170/469 [00:16<00:29, 10.17it/s, v_num=9, loss/train=0.174, alignment/train=0.0795, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 36%|███▋ | 171/469 [00:16<00:29, 10.18it/s, v_num=9, loss/train=0.174, alignment/train=0.0795, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 36%|███▋ | 171/469 [00:16<00:29, 10.18it/s, v_num=9, loss/train=0.178, alignment/train=0.0767, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 37%|███▋ | 172/469 [00:16<00:29, 10.19it/s, v_num=9, loss/train=0.178, alignment/train=0.0767, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 37%|███▋ | 172/469 [00:16<00:29, 10.19it/s, v_num=9, loss/train=0.141, alignment/train=0.0719, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 37%|███▋ | 173/469 [00:16<00:28, 10.21it/s, v_num=9, loss/train=0.141, alignment/train=0.0719, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 37%|███▋ | 173/469 [00:16<00:28, 10.21it/s, v_num=9, loss/train=0.162, alignment/train=0.091, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 37%|███▋ | 174/469 [00:17<00:28, 10.19it/s, v_num=9, loss/train=0.162, alignment/train=0.091, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 37%|███▋ | 174/469 [00:17<00:28, 10.19it/s, v_num=9, loss/train=0.157, alignment/train=0.0777, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 37%|███▋ | 175/469 [00:17<00:28, 10.19it/s, v_num=9, loss/train=0.157, alignment/train=0.0777, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 37%|███▋ | 175/469 [00:17<00:28, 10.19it/s, v_num=9, loss/train=0.154, alignment/train=0.0732, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 38%|███▊ | 176/469 [00:17<00:28, 10.22it/s, v_num=9, loss/train=0.154, alignment/train=0.0732, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 38%|███▊ | 176/469 [00:17<00:28, 10.22it/s, v_num=9, loss/train=0.147, alignment/train=0.0764, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 38%|███▊ | 177/469 [00:17<00:28, 10.24it/s, v_num=9, loss/train=0.147, alignment/train=0.0764, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 38%|███▊ | 177/469 [00:17<00:28, 10.24it/s, v_num=9, loss/train=0.172, alignment/train=0.0901, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 38%|███▊ | 178/469 [00:17<00:28, 10.23it/s, v_num=9, loss/train=0.172, alignment/train=0.0901, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 38%|███▊ | 178/469 [00:17<00:28, 10.23it/s, v_num=9, loss/train=0.157, alignment/train=0.079, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 38%|███▊ | 179/469 [00:17<00:28, 10.24it/s, v_num=9, loss/train=0.157, alignment/train=0.079, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 38%|███▊ | 179/469 [00:17<00:28, 10.24it/s, v_num=9, loss/train=0.154, alignment/train=0.0771, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 38%|███▊ | 180/469 [00:17<00:28, 10.23it/s, v_num=9, loss/train=0.154, alignment/train=0.0771, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 38%|███▊ | 180/469 [00:17<00:28, 10.23it/s, v_num=9, loss/train=0.218, alignment/train=0.0815, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 39%|███▊ | 181/469 [00:17<00:28, 10.23it/s, v_num=9, loss/train=0.218, alignment/train=0.0815, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 39%|███▊ | 181/469 [00:17<00:28, 10.23it/s, v_num=9, loss/train=0.159, alignment/train=0.0872, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 39%|███▉ | 182/469 [00:17<00:28, 10.23it/s, v_num=9, loss/train=0.159, alignment/train=0.0872, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 39%|███▉ | 182/469 [00:17<00:28, 10.23it/s, v_num=9, loss/train=0.191, alignment/train=0.0833, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 39%|███▉ | 183/469 [00:17<00:27, 10.25it/s, v_num=9, loss/train=0.191, alignment/train=0.0833, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 39%|███▉ | 183/469 [00:17<00:27, 10.25it/s, v_num=9, loss/train=0.173, alignment/train=0.0856, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 39%|███▉ | 184/469 [00:17<00:27, 10.25it/s, v_num=9, loss/train=0.173, alignment/train=0.0856, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 39%|███▉ | 184/469 [00:17<00:27, 10.25it/s, v_num=9, loss/train=0.214, alignment/train=0.0712, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 39%|███▉ | 185/469 [00:18<00:27, 10.27it/s, v_num=9, loss/train=0.214, alignment/train=0.0712, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 39%|███▉ | 185/469 [00:18<00:27, 10.27it/s, v_num=9, loss/train=0.125, alignment/train=0.0719, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 40%|███▉ | 186/469 [00:18<00:27, 10.27it/s, v_num=9, loss/train=0.125, alignment/train=0.0719, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 40%|███▉ | 186/469 [00:18<00:27, 10.27it/s, v_num=9, loss/train=0.156, alignment/train=0.075, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 40%|███▉ | 187/469 [00:18<00:27, 10.24it/s, v_num=9, loss/train=0.156, alignment/train=0.075, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 40%|███▉ | 187/469 [00:18<00:27, 10.24it/s, v_num=9, loss/train=0.147, alignment/train=0.0652, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 40%|████ | 188/469 [00:18<00:27, 10.26it/s, v_num=9, loss/train=0.147, alignment/train=0.0652, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 40%|████ | 188/469 [00:18<00:27, 10.26it/s, v_num=9, loss/train=0.172, alignment/train=0.0664, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 40%|████ | 189/469 [00:18<00:27, 10.29it/s, v_num=9, loss/train=0.172, alignment/train=0.0664, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 40%|████ | 189/469 [00:18<00:27, 10.29it/s, v_num=9, loss/train=0.162, alignment/train=0.074, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 41%|████ | 190/469 [00:18<00:27, 10.30it/s, v_num=9, loss/train=0.162, alignment/train=0.074, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 41%|████ | 190/469 [00:18<00:27, 10.30it/s, v_num=9, loss/train=0.162, alignment/train=0.0746, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 41%|████ | 191/469 [00:18<00:27, 10.29it/s, v_num=9, loss/train=0.162, alignment/train=0.0746, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 41%|████ | 191/469 [00:18<00:27, 10.29it/s, v_num=9, loss/train=0.151, alignment/train=0.0786, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 41%|████ | 192/469 [00:18<00:26, 10.29it/s, v_num=9, loss/train=0.151, alignment/train=0.0786, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 41%|████ | 192/469 [00:18<00:26, 10.29it/s, v_num=9, loss/train=0.157, alignment/train=0.0722, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 41%|████ | 193/469 [00:18<00:26, 10.31it/s, v_num=9, loss/train=0.157, alignment/train=0.0722, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 41%|████ | 193/469 [00:18<00:26, 10.31it/s, v_num=9, loss/train=0.170, alignment/train=0.0817, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 41%|████▏ | 194/469 [00:18<00:26, 10.32it/s, v_num=9, loss/train=0.170, alignment/train=0.0817, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 41%|████▏ | 194/469 [00:18<00:26, 10.32it/s, v_num=9, loss/train=0.162, alignment/train=0.0737, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 42%|████▏ | 195/469 [00:18<00:26, 10.29it/s, v_num=9, loss/train=0.162, alignment/train=0.0737, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 42%|████▏ | 195/469 [00:18<00:26, 10.29it/s, v_num=9, loss/train=0.150, alignment/train=0.0715, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 42%|████▏ | 196/469 [00:19<00:26, 10.30it/s, v_num=9, loss/train=0.150, alignment/train=0.0715, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 42%|████▏ | 196/469 [00:19<00:26, 10.30it/s, v_num=9, loss/train=0.183, alignment/train=0.0909, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 42%|████▏ | 197/469 [00:19<00:26, 10.32it/s, v_num=9, loss/train=0.183, alignment/train=0.0909, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 42%|████▏ | 197/469 [00:19<00:26, 10.32it/s, v_num=9, loss/train=0.161, alignment/train=0.0703, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 42%|████▏ | 198/469 [00:19<00:26, 10.32it/s, v_num=9, loss/train=0.161, alignment/train=0.0703, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 42%|████▏ | 198/469 [00:19<00:26, 10.32it/s, v_num=9, loss/train=0.155, alignment/train=0.0719, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 42%|████▏ | 199/469 [00:19<00:26, 10.31it/s, v_num=9, loss/train=0.155, alignment/train=0.0719, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 42%|████▏ | 199/469 [00:19<00:26, 10.31it/s, v_num=9, loss/train=0.195, alignment/train=0.0794, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 43%|████▎ | 200/469 [00:19<00:26, 10.33it/s, v_num=9, loss/train=0.195, alignment/train=0.0794, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 43%|████▎ | 200/469 [00:19<00:26, 10.33it/s, v_num=9, loss/train=0.173, alignment/train=0.0866, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 43%|████▎ | 201/469 [00:19<00:25, 10.33it/s, v_num=9, loss/train=0.173, alignment/train=0.0866, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 43%|████▎ | 201/469 [00:19<00:25, 10.33it/s, v_num=9, loss/train=0.169, alignment/train=0.0669, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 43%|████▎ | 202/469 [00:19<00:25, 10.35it/s, v_num=9, loss/train=0.169, alignment/train=0.0669, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 43%|████▎ | 202/469 [00:19<00:25, 10.35it/s, v_num=9, loss/train=0.147, alignment/train=0.0841, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 43%|████▎ | 203/469 [00:19<00:25, 10.34it/s, v_num=9, loss/train=0.147, alignment/train=0.0841, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 43%|████▎ | 203/469 [00:19<00:25, 10.34it/s, v_num=9, loss/train=0.160, alignment/train=0.0761, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 43%|████▎ | 204/469 [00:19<00:25, 10.34it/s, v_num=9, loss/train=0.160, alignment/train=0.0761, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 43%|████▎ | 204/469 [00:19<00:25, 10.34it/s, v_num=9, loss/train=0.144, alignment/train=0.0709, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 44%|████▎ | 205/469 [00:19<00:25, 10.36it/s, v_num=9, loss/train=0.144, alignment/train=0.0709, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 44%|████▎ | 205/469 [00:19<00:25, 10.36it/s, v_num=9, loss/train=0.163, alignment/train=0.0772, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 44%|████▍ | 206/469 [00:19<00:25, 10.36it/s, v_num=9, loss/train=0.163, alignment/train=0.0772, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 44%|████▍ | 206/469 [00:19<00:25, 10.36it/s, v_num=9, loss/train=0.162, alignment/train=0.0797, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 44%|████▍ | 207/469 [00:19<00:25, 10.35it/s, v_num=9, loss/train=0.162, alignment/train=0.0797, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 44%|████▍ | 207/469 [00:19<00:25, 10.35it/s, v_num=9, loss/train=0.172, alignment/train=0.0823, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 44%|████▍ | 208/469 [00:20<00:25, 10.37it/s, v_num=9, loss/train=0.172, alignment/train=0.0823, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 44%|████▍ | 208/469 [00:20<00:25, 10.37it/s, v_num=9, loss/train=0.138, alignment/train=0.0666, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 45%|████▍ | 209/469 [00:20<00:25, 10.38it/s, v_num=9, loss/train=0.138, alignment/train=0.0666, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 45%|████▍ | 209/469 [00:20<00:25, 10.38it/s, v_num=9, loss/train=0.178, alignment/train=0.0751, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 45%|████▍ | 210/469 [00:20<00:24, 10.38it/s, v_num=9, loss/train=0.178, alignment/train=0.0751, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 45%|████▍ | 210/469 [00:20<00:24, 10.37it/s, v_num=9, loss/train=0.141, alignment/train=0.0702, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 45%|████▍ | 211/469 [00:20<00:24, 10.38it/s, v_num=9, loss/train=0.141, alignment/train=0.0702, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 45%|████▍ | 211/469 [00:20<00:24, 10.38it/s, v_num=9, loss/train=0.170, alignment/train=0.0751, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 45%|████▌ | 212/469 [00:20<00:24, 10.40it/s, v_num=9, loss/train=0.170, alignment/train=0.0751, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 45%|████▌ | 212/469 [00:20<00:24, 10.40it/s, v_num=9, loss/train=0.206, alignment/train=0.0877, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 45%|████▌ | 213/469 [00:20<00:24, 10.39it/s, v_num=9, loss/train=0.206, alignment/train=0.0877, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 45%|████▌ | 213/469 [00:20<00:24, 10.39it/s, v_num=9, loss/train=0.177, alignment/train=0.0831, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 46%|████▌ | 214/469 [00:20<00:24, 10.38it/s, v_num=9, loss/train=0.177, alignment/train=0.0831, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 46%|████▌ | 214/469 [00:20<00:24, 10.38it/s, v_num=9, loss/train=0.156, alignment/train=0.080, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 46%|████▌ | 215/469 [00:20<00:24, 10.38it/s, v_num=9, loss/train=0.156, alignment/train=0.080, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 46%|████▌ | 215/469 [00:20<00:24, 10.38it/s, v_num=9, loss/train=0.158, alignment/train=0.0784, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 46%|████▌ | 216/469 [00:20<00:24, 10.39it/s, v_num=9, loss/train=0.158, alignment/train=0.0784, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 46%|████▌ | 216/469 [00:20<00:24, 10.39it/s, v_num=9, loss/train=0.153, alignment/train=0.0814, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 46%|████▋ | 217/469 [00:20<00:24, 10.40it/s, v_num=9, loss/train=0.153, alignment/train=0.0814, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 46%|████▋ | 217/469 [00:20<00:24, 10.40it/s, v_num=9, loss/train=0.154, alignment/train=0.0742, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 46%|████▋ | 218/469 [00:20<00:24, 10.40it/s, v_num=9, loss/train=0.154, alignment/train=0.0742, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 46%|████▋ | 218/469 [00:20<00:24, 10.40it/s, v_num=9, loss/train=0.161, alignment/train=0.0799, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 47%|████▋ | 219/469 [00:21<00:24, 10.39it/s, v_num=9, loss/train=0.161, alignment/train=0.0799, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 47%|████▋ | 219/469 [00:21<00:24, 10.39it/s, v_num=9, loss/train=0.192, alignment/train=0.0737, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 47%|████▋ | 220/469 [00:21<00:23, 10.41it/s, v_num=9, loss/train=0.192, alignment/train=0.0737, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 47%|████▋ | 220/469 [00:21<00:23, 10.41it/s, v_num=9, loss/train=0.179, alignment/train=0.0847, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 47%|████▋ | 221/469 [00:21<00:23, 10.41it/s, v_num=9, loss/train=0.179, alignment/train=0.0847, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 47%|████▋ | 221/469 [00:21<00:23, 10.41it/s, v_num=9, loss/train=0.206, alignment/train=0.0819, uniformity/train=-3.55, contrastive_acc/train=0.984, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 47%|████▋ | 222/469 [00:21<00:23, 10.43it/s, v_num=9, loss/train=0.206, alignment/train=0.0819, uniformity/train=-3.55, contrastive_acc/train=0.984, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 47%|████▋ | 222/469 [00:21<00:23, 10.43it/s, v_num=9, loss/train=0.161, alignment/train=0.0638, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 48%|████▊ | 223/469 [00:21<00:23, 10.45it/s, v_num=9, loss/train=0.161, alignment/train=0.0638, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 48%|████▊ | 223/469 [00:21<00:23, 10.45it/s, v_num=9, loss/train=0.153, alignment/train=0.0743, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 48%|████▊ | 224/469 [00:21<00:23, 10.46it/s, v_num=9, loss/train=0.153, alignment/train=0.0743, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 48%|████▊ | 224/469 [00:21<00:23, 10.46it/s, v_num=9, loss/train=0.160, alignment/train=0.0799, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 48%|████▊ | 225/469 [00:21<00:23, 10.43it/s, v_num=9, loss/train=0.160, alignment/train=0.0799, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 48%|████▊ | 225/469 [00:21<00:23, 10.42it/s, v_num=9, loss/train=0.158, alignment/train=0.0742, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 48%|████▊ | 226/469 [00:21<00:23, 10.42it/s, v_num=9, loss/train=0.158, alignment/train=0.0742, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 48%|████▊ | 226/469 [00:21<00:23, 10.42it/s, v_num=9, loss/train=0.175, alignment/train=0.0833, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 48%|████▊ | 227/469 [00:21<00:23, 10.44it/s, v_num=9, loss/train=0.175, alignment/train=0.0833, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 48%|████▊ | 227/469 [00:21<00:23, 10.44it/s, v_num=9, loss/train=0.195, alignment/train=0.0805, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 49%|████▊ | 228/469 [00:21<00:23, 10.44it/s, v_num=9, loss/train=0.195, alignment/train=0.0805, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 49%|████▊ | 228/469 [00:21<00:23, 10.44it/s, v_num=9, loss/train=0.167, alignment/train=0.0747, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 49%|████▉ | 229/469 [00:21<00:22, 10.46it/s, v_num=9, loss/train=0.167, alignment/train=0.0747, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 49%|████▉ | 229/469 [00:21<00:22, 10.45it/s, v_num=9, loss/train=0.150, alignment/train=0.0829, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 49%|████▉ | 230/469 [00:22<00:22, 10.45it/s, v_num=9, loss/train=0.150, alignment/train=0.0829, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 49%|████▉ | 230/469 [00:22<00:22, 10.45it/s, v_num=9, loss/train=0.165, alignment/train=0.0689, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 49%|████▉ | 231/469 [00:22<00:22, 10.47it/s, v_num=9, loss/train=0.165, alignment/train=0.0689, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 49%|████▉ | 231/469 [00:22<00:22, 10.47it/s, v_num=9, loss/train=0.159, alignment/train=0.0693, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 49%|████▉ | 232/469 [00:22<00:22, 10.47it/s, v_num=9, loss/train=0.159, alignment/train=0.0693, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 49%|████▉ | 232/469 [00:22<00:22, 10.47it/s, v_num=9, loss/train=0.158, alignment/train=0.0655, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 50%|████▉ | 233/469 [00:22<00:22, 10.48it/s, v_num=9, loss/train=0.158, alignment/train=0.0655, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 50%|████▉ | 233/469 [00:22<00:22, 10.48it/s, v_num=9, loss/train=0.169, alignment/train=0.083, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 50%|████▉ | 234/469 [00:22<00:22, 10.48it/s, v_num=9, loss/train=0.169, alignment/train=0.083, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 50%|████▉ | 234/469 [00:22<00:22, 10.48it/s, v_num=9, loss/train=0.149, alignment/train=0.0715, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 50%|█████ | 235/469 [00:22<00:22, 10.47it/s, v_num=9, loss/train=0.149, alignment/train=0.0715, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 50%|█████ | 235/469 [00:22<00:22, 10.47it/s, v_num=9, loss/train=0.147, alignment/train=0.0687, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 50%|█████ | 236/469 [00:22<00:22, 10.48it/s, v_num=9, loss/train=0.147, alignment/train=0.0687, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 50%|█████ | 236/469 [00:22<00:22, 10.48it/s, v_num=9, loss/train=0.221, alignment/train=0.0854, uniformity/train=-3.53, contrastive_acc/train=0.988, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 51%|█████ | 237/469 [00:22<00:22, 10.48it/s, v_num=9, loss/train=0.221, alignment/train=0.0854, uniformity/train=-3.53, contrastive_acc/train=0.988, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 51%|█████ | 237/469 [00:22<00:22, 10.48it/s, v_num=9, loss/train=0.151, alignment/train=0.0726, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 51%|█████ | 238/469 [00:22<00:22, 10.48it/s, v_num=9, loss/train=0.151, alignment/train=0.0726, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 51%|█████ | 238/469 [00:22<00:22, 10.48it/s, v_num=9, loss/train=0.171, alignment/train=0.0848, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 51%|█████ | 239/469 [00:22<00:21, 10.48it/s, v_num=9, loss/train=0.171, alignment/train=0.0848, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 51%|█████ | 239/469 [00:22<00:21, 10.48it/s, v_num=9, loss/train=0.153, alignment/train=0.0794, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 51%|█████ | 240/469 [00:22<00:21, 10.48it/s, v_num=9, loss/train=0.153, alignment/train=0.0794, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 51%|█████ | 240/469 [00:22<00:21, 10.48it/s, v_num=9, loss/train=0.155, alignment/train=0.0885, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 51%|█████▏ | 241/469 [00:22<00:21, 10.48it/s, v_num=9, loss/train=0.155, alignment/train=0.0885, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 51%|█████▏ | 241/469 [00:22<00:21, 10.48it/s, v_num=9, loss/train=0.162, alignment/train=0.0706, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 52%|█████▏ | 242/469 [00:23<00:21, 10.48it/s, v_num=9, loss/train=0.162, alignment/train=0.0706, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 52%|█████▏ | 242/469 [00:23<00:21, 10.48it/s, v_num=9, loss/train=0.172, alignment/train=0.0735, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 52%|█████▏ | 243/469 [00:23<00:21, 10.50it/s, v_num=9, loss/train=0.172, alignment/train=0.0735, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 52%|█████▏ | 243/469 [00:23<00:21, 10.50it/s, v_num=9, loss/train=0.175, alignment/train=0.0773, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 52%|█████▏ | 244/469 [00:23<00:21, 10.50it/s, v_num=9, loss/train=0.175, alignment/train=0.0773, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 52%|█████▏ | 244/469 [00:23<00:21, 10.50it/s, v_num=9, loss/train=0.146, alignment/train=0.0757, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 52%|█████▏ | 245/469 [00:23<00:21, 10.49it/s, v_num=9, loss/train=0.146, alignment/train=0.0757, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 52%|█████▏ | 245/469 [00:23<00:21, 10.49it/s, v_num=9, loss/train=0.158, alignment/train=0.067, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 52%|█████▏ | 246/469 [00:23<00:21, 10.49it/s, v_num=9, loss/train=0.158, alignment/train=0.067, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 52%|█████▏ | 246/469 [00:23<00:21, 10.49it/s, v_num=9, loss/train=0.184, alignment/train=0.0911, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 53%|█████▎ | 247/469 [00:23<00:21, 10.50it/s, v_num=9, loss/train=0.184, alignment/train=0.0911, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 53%|█████▎ | 247/469 [00:23<00:21, 10.50it/s, v_num=9, loss/train=0.161, alignment/train=0.0775, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 53%|█████▎ | 248/469 [00:23<00:21, 10.50it/s, v_num=9, loss/train=0.161, alignment/train=0.0775, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 53%|█████▎ | 248/469 [00:23<00:21, 10.50it/s, v_num=9, loss/train=0.169, alignment/train=0.0801, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 53%|█████▎ | 249/469 [00:23<00:20, 10.51it/s, v_num=9, loss/train=0.169, alignment/train=0.0801, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 53%|█████▎ | 249/469 [00:23<00:20, 10.51it/s, v_num=9, loss/train=0.170, alignment/train=0.075, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 53%|█████▎ | 250/469 [00:23<00:20, 10.52it/s, v_num=9, loss/train=0.170, alignment/train=0.075, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 53%|█████▎ | 250/469 [00:23<00:20, 10.52it/s, v_num=9, loss/train=0.156, alignment/train=0.0661, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 54%|█████▎ | 251/469 [00:23<00:20, 10.54it/s, v_num=9, loss/train=0.156, alignment/train=0.0661, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 54%|█████▎ | 251/469 [00:23<00:20, 10.54it/s, v_num=9, loss/train=0.158, alignment/train=0.0768, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 54%|█████▎ | 252/469 [00:23<00:20, 10.55it/s, v_num=9, loss/train=0.158, alignment/train=0.0768, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 54%|█████▎ | 252/469 [00:23<00:20, 10.55it/s, v_num=9, loss/train=0.161, alignment/train=0.0902, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 54%|█████▍ | 253/469 [00:23<00:20, 10.55it/s, v_num=9, loss/train=0.161, alignment/train=0.0902, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 54%|█████▍ | 253/469 [00:23<00:20, 10.55it/s, v_num=9, loss/train=0.146, alignment/train=0.066, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 54%|█████▍ | 254/469 [00:24<00:20, 10.55it/s, v_num=9, loss/train=0.146, alignment/train=0.066, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 54%|█████▍ | 254/469 [00:24<00:20, 10.55it/s, v_num=9, loss/train=0.167, alignment/train=0.0743, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 54%|█████▍ | 255/469 [00:24<00:20, 10.53it/s, v_num=9, loss/train=0.167, alignment/train=0.0743, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 54%|█████▍ | 255/469 [00:24<00:20, 10.53it/s, v_num=9, loss/train=0.185, alignment/train=0.0824, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 55%|█████▍ | 256/469 [00:24<00:20, 10.53it/s, v_num=9, loss/train=0.185, alignment/train=0.0824, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 55%|█████▍ | 256/469 [00:24<00:20, 10.52it/s, v_num=9, loss/train=0.195, alignment/train=0.0875, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 55%|█████▍ | 257/469 [00:24<00:20, 10.54it/s, v_num=9, loss/train=0.195, alignment/train=0.0875, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 55%|█████▍ | 257/469 [00:24<00:20, 10.54it/s, v_num=9, loss/train=0.175, alignment/train=0.0773, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 55%|█████▌ | 258/469 [00:24<00:20, 10.53it/s, v_num=9, loss/train=0.175, alignment/train=0.0773, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 55%|█████▌ | 258/469 [00:24<00:20, 10.53it/s, v_num=9, loss/train=0.158, alignment/train=0.0773, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 55%|█████▌ | 259/469 [00:24<00:19, 10.51it/s, v_num=9, loss/train=0.158, alignment/train=0.0773, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 55%|█████▌ | 259/469 [00:24<00:19, 10.51it/s, v_num=9, loss/train=0.175, alignment/train=0.0729, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 55%|█████▌ | 260/469 [00:24<00:19, 10.53it/s, v_num=9, loss/train=0.175, alignment/train=0.0729, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 55%|█████▌ | 260/469 [00:24<00:19, 10.53it/s, v_num=9, loss/train=0.145, alignment/train=0.0741, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 56%|█████▌ | 261/469 [00:24<00:19, 10.54it/s, v_num=9, loss/train=0.145, alignment/train=0.0741, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 56%|█████▌ | 261/469 [00:24<00:19, 10.54it/s, v_num=9, loss/train=0.198, alignment/train=0.0926, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 56%|█████▌ | 262/469 [00:24<00:19, 10.56it/s, v_num=9, loss/train=0.198, alignment/train=0.0926, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 56%|█████▌ | 262/469 [00:24<00:19, 10.56it/s, v_num=9, loss/train=0.187, alignment/train=0.0729, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 56%|█████▌ | 263/469 [00:24<00:19, 10.54it/s, v_num=9, loss/train=0.187, alignment/train=0.0729, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 56%|█████▌ | 263/469 [00:24<00:19, 10.54it/s, v_num=9, loss/train=0.170, alignment/train=0.0696, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 56%|█████▋ | 264/469 [00:25<00:19, 10.56it/s, v_num=9, loss/train=0.170, alignment/train=0.0696, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 56%|█████▋ | 264/469 [00:25<00:19, 10.56it/s, v_num=9, loss/train=0.169, alignment/train=0.0867, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 57%|█████▋ | 265/469 [00:25<00:19, 10.55it/s, v_num=9, loss/train=0.169, alignment/train=0.0867, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 57%|█████▋ | 265/469 [00:25<00:19, 10.55it/s, v_num=9, loss/train=0.145, alignment/train=0.0678, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 57%|█████▋ | 266/469 [00:25<00:19, 10.57it/s, v_num=9, loss/train=0.145, alignment/train=0.0678, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 57%|█████▋ | 266/469 [00:25<00:19, 10.57it/s, v_num=9, loss/train=0.193, alignment/train=0.0735, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 57%|█████▋ | 267/469 [00:25<00:19, 10.56it/s, v_num=9, loss/train=0.193, alignment/train=0.0735, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 57%|█████▋ | 267/469 [00:25<00:19, 10.56it/s, v_num=9, loss/train=0.172, alignment/train=0.0774, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 57%|█████▋ | 268/469 [00:25<00:19, 10.57it/s, v_num=9, loss/train=0.172, alignment/train=0.0774, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 57%|█████▋ | 268/469 [00:25<00:19, 10.57it/s, v_num=9, loss/train=0.182, alignment/train=0.0764, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 57%|█████▋ | 269/469 [00:25<00:18, 10.58it/s, v_num=9, loss/train=0.182, alignment/train=0.0764, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 57%|█████▋ | 269/469 [00:25<00:18, 10.58it/s, v_num=9, loss/train=0.154, alignment/train=0.0758, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 58%|█████▊ | 270/469 [00:25<00:18, 10.59it/s, v_num=9, loss/train=0.154, alignment/train=0.0758, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 58%|█████▊ | 270/469 [00:25<00:18, 10.59it/s, v_num=9, loss/train=0.174, alignment/train=0.0808, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 58%|█████▊ | 271/469 [00:25<00:18, 10.59it/s, v_num=9, loss/train=0.174, alignment/train=0.0808, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 58%|█████▊ | 271/469 [00:25<00:18, 10.59it/s, v_num=9, loss/train=0.154, alignment/train=0.0843, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 58%|█████▊ | 272/469 [00:25<00:18, 10.56it/s, v_num=9, loss/train=0.154, alignment/train=0.0843, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 58%|█████▊ | 272/469 [00:25<00:18, 10.56it/s, v_num=9, loss/train=0.210, alignment/train=0.0749, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 58%|█████▊ | 273/469 [00:25<00:18, 10.57it/s, v_num=9, loss/train=0.210, alignment/train=0.0749, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 58%|█████▊ | 273/469 [00:25<00:18, 10.56it/s, v_num=9, loss/train=0.167, alignment/train=0.0769, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 58%|█████▊ | 274/469 [00:25<00:18, 10.57it/s, v_num=9, loss/train=0.167, alignment/train=0.0769, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 58%|█████▊ | 274/469 [00:25<00:18, 10.57it/s, v_num=9, loss/train=0.173, alignment/train=0.0723, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 59%|█████▊ | 275/469 [00:26<00:18, 10.55it/s, v_num=9, loss/train=0.173, alignment/train=0.0723, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 59%|█████▊ | 275/469 [00:26<00:18, 10.55it/s, v_num=9, loss/train=0.187, alignment/train=0.0904, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 59%|█████▉ | 276/469 [00:26<00:18, 10.57it/s, v_num=9, loss/train=0.187, alignment/train=0.0904, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 59%|█████▉ | 276/469 [00:26<00:18, 10.57it/s, v_num=9, loss/train=0.157, alignment/train=0.0732, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 59%|█████▉ | 277/469 [00:26<00:18, 10.58it/s, v_num=9, loss/train=0.157, alignment/train=0.0732, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 59%|█████▉ | 277/469 [00:26<00:18, 10.58it/s, v_num=9, loss/train=0.147, alignment/train=0.0812, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 59%|█████▉ | 278/469 [00:26<00:18, 10.60it/s, v_num=9, loss/train=0.147, alignment/train=0.0812, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 59%|█████▉ | 278/469 [00:26<00:18, 10.60it/s, v_num=9, loss/train=0.156, alignment/train=0.0835, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 59%|█████▉ | 279/469 [00:26<00:17, 10.61it/s, v_num=9, loss/train=0.156, alignment/train=0.0835, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 59%|█████▉ | 279/469 [00:26<00:17, 10.61it/s, v_num=9, loss/train=0.175, alignment/train=0.0681, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 60%|█████▉ | 280/469 [00:26<00:17, 10.61it/s, v_num=9, loss/train=0.175, alignment/train=0.0681, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 60%|█████▉ | 280/469 [00:26<00:17, 10.61it/s, v_num=9, loss/train=0.185, alignment/train=0.0735, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 60%|█████▉ | 281/469 [00:26<00:17, 10.59it/s, v_num=9, loss/train=0.185, alignment/train=0.0735, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 60%|█████▉ | 281/469 [00:26<00:17, 10.59it/s, v_num=9, loss/train=0.165, alignment/train=0.0707, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 60%|██████ | 282/469 [00:26<00:17, 10.59it/s, v_num=9, loss/train=0.165, alignment/train=0.0707, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 60%|██████ | 282/469 [00:26<00:17, 10.59it/s, v_num=9, loss/train=0.149, alignment/train=0.0852, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 60%|██████ | 283/469 [00:26<00:17, 10.60it/s, v_num=9, loss/train=0.149, alignment/train=0.0852, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 60%|██████ | 283/469 [00:26<00:17, 10.60it/s, v_num=9, loss/train=0.176, alignment/train=0.0796, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 61%|██████ | 284/469 [00:26<00:17, 10.60it/s, v_num=9, loss/train=0.176, alignment/train=0.0796, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 61%|██████ | 284/469 [00:26<00:17, 10.60it/s, v_num=9, loss/train=0.151, alignment/train=0.0827, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 61%|██████ | 285/469 [00:26<00:17, 10.58it/s, v_num=9, loss/train=0.151, alignment/train=0.0827, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 61%|██████ | 285/469 [00:26<00:17, 10.58it/s, v_num=9, loss/train=0.154, alignment/train=0.0819, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 61%|██████ | 286/469 [00:26<00:17, 10.60it/s, v_num=9, loss/train=0.154, alignment/train=0.0819, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 61%|██████ | 286/469 [00:26<00:17, 10.60it/s, v_num=9, loss/train=0.161, alignment/train=0.0858, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 61%|██████ | 287/469 [00:27<00:17, 10.61it/s, v_num=9, loss/train=0.161, alignment/train=0.0858, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 61%|██████ | 287/469 [00:27<00:17, 10.61it/s, v_num=9, loss/train=0.211, alignment/train=0.0737, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 61%|██████▏ | 288/469 [00:27<00:17, 10.62it/s, v_num=9, loss/train=0.211, alignment/train=0.0737, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 61%|██████▏ | 288/469 [00:27<00:17, 10.62it/s, v_num=9, loss/train=0.166, alignment/train=0.0721, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 62%|██████▏ | 289/469 [00:27<00:16, 10.63it/s, v_num=9, loss/train=0.166, alignment/train=0.0721, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 62%|██████▏ | 289/469 [00:27<00:16, 10.63it/s, v_num=9, loss/train=0.159, alignment/train=0.0788, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 62%|██████▏ | 290/469 [00:27<00:16, 10.63it/s, v_num=9, loss/train=0.159, alignment/train=0.0788, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 62%|██████▏ | 290/469 [00:27<00:16, 10.63it/s, v_num=9, loss/train=0.145, alignment/train=0.0784, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 62%|██████▏ | 291/469 [00:27<00:16, 10.62it/s, v_num=9, loss/train=0.145, alignment/train=0.0784, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 62%|██████▏ | 291/469 [00:27<00:16, 10.62it/s, v_num=9, loss/train=0.153, alignment/train=0.0824, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 62%|██████▏ | 292/469 [00:27<00:16, 10.59it/s, v_num=9, loss/train=0.153, alignment/train=0.0824, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 62%|██████▏ | 292/469 [00:27<00:16, 10.59it/s, v_num=9, loss/train=0.178, alignment/train=0.076, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 62%|██████▏ | 293/469 [00:27<00:16, 10.61it/s, v_num=9, loss/train=0.178, alignment/train=0.076, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 62%|██████▏ | 293/469 [00:27<00:16, 10.61it/s, v_num=9, loss/train=0.153, alignment/train=0.0718, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 63%|██████▎ | 294/469 [00:27<00:16, 10.62it/s, v_num=9, loss/train=0.153, alignment/train=0.0718, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 63%|██████▎ | 294/469 [00:27<00:16, 10.62it/s, v_num=9, loss/train=0.188, alignment/train=0.087, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 63%|██████▎ | 295/469 [00:27<00:16, 10.62it/s, v_num=9, loss/train=0.188, alignment/train=0.087, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 63%|██████▎ | 295/469 [00:27<00:16, 10.62it/s, v_num=9, loss/train=0.179, alignment/train=0.0777, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 63%|██████▎ | 296/469 [00:27<00:16, 10.62it/s, v_num=9, loss/train=0.179, alignment/train=0.0777, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 63%|██████▎ | 296/469 [00:27<00:16, 10.62it/s, v_num=9, loss/train=0.143, alignment/train=0.0738, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 63%|██████▎ | 297/469 [00:27<00:16, 10.63it/s, v_num=9, loss/train=0.143, alignment/train=0.0738, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 63%|██████▎ | 297/469 [00:27<00:16, 10.63it/s, v_num=9, loss/train=0.176, alignment/train=0.0723, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 64%|██████▎ | 298/469 [00:28<00:16, 10.64it/s, v_num=9, loss/train=0.176, alignment/train=0.0723, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 64%|██████▎ | 298/469 [00:28<00:16, 10.64it/s, v_num=9, loss/train=0.214, alignment/train=0.0881, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 64%|██████▍ | 299/469 [00:28<00:15, 10.64it/s, v_num=9, loss/train=0.214, alignment/train=0.0881, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 64%|██████▍ | 299/469 [00:28<00:15, 10.64it/s, v_num=9, loss/train=0.181, alignment/train=0.0776, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 64%|██████▍ | 300/469 [00:28<00:15, 10.62it/s, v_num=9, loss/train=0.181, alignment/train=0.0776, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 64%|██████▍ | 300/469 [00:28<00:15, 10.62it/s, v_num=9, loss/train=0.157, alignment/train=0.0705, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 64%|██████▍ | 301/469 [00:28<00:15, 10.64it/s, v_num=9, loss/train=0.157, alignment/train=0.0705, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 64%|██████▍ | 301/469 [00:28<00:15, 10.64it/s, v_num=9, loss/train=0.141, alignment/train=0.0746, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 64%|██████▍ | 302/469 [00:28<00:15, 10.63it/s, v_num=9, loss/train=0.141, alignment/train=0.0746, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 64%|██████▍ | 302/469 [00:28<00:15, 10.63it/s, v_num=9, loss/train=0.165, alignment/train=0.0832, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 65%|██████▍ | 303/469 [00:28<00:15, 10.64it/s, v_num=9, loss/train=0.165, alignment/train=0.0832, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 65%|██████▍ | 303/469 [00:28<00:15, 10.64it/s, v_num=9, loss/train=0.176, alignment/train=0.0748, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 65%|██████▍ | 304/469 [00:28<00:15, 10.63it/s, v_num=9, loss/train=0.176, alignment/train=0.0748, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 65%|██████▍ | 304/469 [00:28<00:15, 10.63it/s, v_num=9, loss/train=0.167, alignment/train=0.0865, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 65%|██████▌ | 305/469 [00:28<00:15, 10.64it/s, v_num=9, loss/train=0.167, alignment/train=0.0865, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 65%|██████▌ | 305/469 [00:28<00:15, 10.64it/s, v_num=9, loss/train=0.189, alignment/train=0.0861, uniformity/train=-3.57, contrastive_acc/train=0.988, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 65%|██████▌ | 306/469 [00:28<00:15, 10.65it/s, v_num=9, loss/train=0.189, alignment/train=0.0861, uniformity/train=-3.57, contrastive_acc/train=0.988, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 65%|██████▌ | 306/469 [00:28<00:15, 10.65it/s, v_num=9, loss/train=0.135, alignment/train=0.0674, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 65%|██████▌ | 307/469 [00:28<00:15, 10.66it/s, v_num=9, loss/train=0.135, alignment/train=0.0674, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 65%|██████▌ | 307/469 [00:28<00:15, 10.66it/s, v_num=9, loss/train=0.158, alignment/train=0.0806, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 66%|██████▌ | 308/469 [00:28<00:15, 10.67it/s, v_num=9, loss/train=0.158, alignment/train=0.0806, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 66%|██████▌ | 308/469 [00:28<00:15, 10.67it/s, v_num=9, loss/train=0.185, alignment/train=0.0918, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 66%|██████▌ | 309/469 [00:28<00:14, 10.69it/s, v_num=9, loss/train=0.185, alignment/train=0.0918, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 66%|██████▌ | 309/469 [00:28<00:14, 10.69it/s, v_num=9, loss/train=0.159, alignment/train=0.073, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 66%|██████▌ | 310/469 [00:29<00:14, 10.63it/s, v_num=9, loss/train=0.159, alignment/train=0.073, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 66%|██████▌ | 310/469 [00:29<00:14, 10.63it/s, v_num=9, loss/train=0.168, alignment/train=0.0809, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 66%|██████▋ | 311/469 [00:29<00:14, 10.64it/s, v_num=9, loss/train=0.168, alignment/train=0.0809, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 66%|██████▋ | 311/469 [00:29<00:14, 10.64it/s, v_num=9, loss/train=0.160, alignment/train=0.0773, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 67%|██████▋ | 312/469 [00:29<00:14, 10.65it/s, v_num=9, loss/train=0.160, alignment/train=0.0773, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 67%|██████▋ | 312/469 [00:29<00:14, 10.65it/s, v_num=9, loss/train=0.157, alignment/train=0.0733, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 67%|██████▋ | 313/469 [00:29<00:14, 10.63it/s, v_num=9, loss/train=0.157, alignment/train=0.0733, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 67%|██████▋ | 313/469 [00:29<00:14, 10.63it/s, v_num=9, loss/train=0.155, alignment/train=0.0679, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 67%|██████▋ | 314/469 [00:29<00:14, 10.65it/s, v_num=9, loss/train=0.155, alignment/train=0.0679, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 67%|██████▋ | 314/469 [00:29<00:14, 10.65it/s, v_num=9, loss/train=0.140, alignment/train=0.0767, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 67%|██████▋ | 315/469 [00:29<00:14, 10.66it/s, v_num=9, loss/train=0.140, alignment/train=0.0767, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 67%|██████▋ | 315/469 [00:29<00:14, 10.66it/s, v_num=9, loss/train=0.136, alignment/train=0.0727, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 67%|██████▋ | 316/469 [00:29<00:14, 10.65it/s, v_num=9, loss/train=0.136, alignment/train=0.0727, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 67%|██████▋ | 316/469 [00:29<00:14, 10.65it/s, v_num=9, loss/train=0.171, alignment/train=0.0823, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 68%|██████▊ | 317/469 [00:29<00:14, 10.65it/s, v_num=9, loss/train=0.171, alignment/train=0.0823, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 68%|██████▊ | 317/469 [00:29<00:14, 10.65it/s, v_num=9, loss/train=0.196, alignment/train=0.0808, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 68%|██████▊ | 318/469 [00:29<00:14, 10.66it/s, v_num=9, loss/train=0.196, alignment/train=0.0808, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 68%|██████▊ | 318/469 [00:29<00:14, 10.66it/s, v_num=9, loss/train=0.154, alignment/train=0.0808, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 68%|██████▊ | 319/469 [00:29<00:14, 10.66it/s, v_num=9, loss/train=0.154, alignment/train=0.0808, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 68%|██████▊ | 319/469 [00:29<00:14, 10.66it/s, v_num=9, loss/train=0.181, alignment/train=0.0759, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 68%|██████▊ | 320/469 [00:30<00:13, 10.66it/s, v_num=9, loss/train=0.181, alignment/train=0.0759, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 68%|██████▊ | 320/469 [00:30<00:13, 10.66it/s, v_num=9, loss/train=0.160, alignment/train=0.0739, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 68%|██████▊ | 321/469 [00:30<00:13, 10.67it/s, v_num=9, loss/train=0.160, alignment/train=0.0739, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 68%|██████▊ | 321/469 [00:30<00:13, 10.67it/s, v_num=9, loss/train=0.212, alignment/train=0.0846, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 69%|██████▊ | 322/469 [00:30<00:13, 10.67it/s, v_num=9, loss/train=0.212, alignment/train=0.0846, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 69%|██████▊ | 322/469 [00:30<00:13, 10.67it/s, v_num=9, loss/train=0.155, alignment/train=0.0747, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 69%|██████▉ | 323/469 [00:30<00:13, 10.66it/s, v_num=9, loss/train=0.155, alignment/train=0.0747, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 69%|██████▉ | 323/469 [00:30<00:13, 10.66it/s, v_num=9, loss/train=0.173, alignment/train=0.0865, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 69%|██████▉ | 324/469 [00:30<00:13, 10.67it/s, v_num=9, loss/train=0.173, alignment/train=0.0865, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 69%|██████▉ | 324/469 [00:30<00:13, 10.67it/s, v_num=9, loss/train=0.194, alignment/train=0.0745, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 69%|██████▉ | 325/469 [00:30<00:13, 10.68it/s, v_num=9, loss/train=0.194, alignment/train=0.0745, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 69%|██████▉ | 325/469 [00:30<00:13, 10.68it/s, v_num=9, loss/train=0.162, alignment/train=0.0813, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 70%|██████▉ | 326/469 [00:30<00:13, 10.68it/s, v_num=9, loss/train=0.162, alignment/train=0.0813, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 70%|██████▉ | 326/469 [00:30<00:13, 10.68it/s, v_num=9, loss/train=0.179, alignment/train=0.0792, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 70%|██████▉ | 327/469 [00:30<00:13, 10.67it/s, v_num=9, loss/train=0.179, alignment/train=0.0792, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 70%|██████▉ | 327/469 [00:30<00:13, 10.67it/s, v_num=9, loss/train=0.165, alignment/train=0.0816, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 70%|██████▉ | 328/469 [00:30<00:13, 10.66it/s, v_num=9, loss/train=0.165, alignment/train=0.0816, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 70%|██████▉ | 328/469 [00:30<00:13, 10.66it/s, v_num=9, loss/train=0.168, alignment/train=0.066, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 70%|███████ | 329/469 [00:30<00:13, 10.67it/s, v_num=9, loss/train=0.168, alignment/train=0.066, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 70%|███████ | 329/469 [00:30<00:13, 10.67it/s, v_num=9, loss/train=0.142, alignment/train=0.0793, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 70%|███████ | 330/469 [00:30<00:13, 10.68it/s, v_num=9, loss/train=0.142, alignment/train=0.0793, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 70%|███████ | 330/469 [00:30<00:13, 10.68it/s, v_num=9, loss/train=0.143, alignment/train=0.0777, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 71%|███████ | 331/469 [00:30<00:12, 10.68it/s, v_num=9, loss/train=0.143, alignment/train=0.0777, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 71%|███████ | 331/469 [00:30<00:12, 10.68it/s, v_num=9, loss/train=0.151, alignment/train=0.0759, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 71%|███████ | 332/469 [00:31<00:12, 10.66it/s, v_num=9, loss/train=0.151, alignment/train=0.0759, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 71%|███████ | 332/469 [00:31<00:12, 10.66it/s, v_num=9, loss/train=0.147, alignment/train=0.0694, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 71%|███████ | 333/469 [00:31<00:12, 10.67it/s, v_num=9, loss/train=0.147, alignment/train=0.0694, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 71%|███████ | 333/469 [00:31<00:12, 10.67it/s, v_num=9, loss/train=0.188, alignment/train=0.0889, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 71%|███████ | 334/469 [00:31<00:12, 10.68it/s, v_num=9, loss/train=0.188, alignment/train=0.0889, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 71%|███████ | 334/469 [00:31<00:12, 10.68it/s, v_num=9, loss/train=0.186, alignment/train=0.0785, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 71%|███████▏ | 335/469 [00:31<00:12, 10.69it/s, v_num=9, loss/train=0.186, alignment/train=0.0785, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 71%|███████▏ | 335/469 [00:31<00:12, 10.69it/s, v_num=9, loss/train=0.146, alignment/train=0.0775, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 72%|███████▏ | 336/469 [00:31<00:12, 10.69it/s, v_num=9, loss/train=0.146, alignment/train=0.0775, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 72%|███████▏ | 336/469 [00:31<00:12, 10.69it/s, v_num=9, loss/train=0.180, alignment/train=0.0775, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 72%|███████▏ | 337/469 [00:31<00:12, 10.68it/s, v_num=9, loss/train=0.180, alignment/train=0.0775, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 72%|███████▏ | 337/469 [00:31<00:12, 10.68it/s, v_num=9, loss/train=0.214, alignment/train=0.0863, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 72%|███████▏ | 338/469 [00:31<00:12, 10.69it/s, v_num=9, loss/train=0.214, alignment/train=0.0863, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 72%|███████▏ | 338/469 [00:31<00:12, 10.69it/s, v_num=9, loss/train=0.192, alignment/train=0.080, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 72%|███████▏ | 339/469 [00:31<00:12, 10.70it/s, v_num=9, loss/train=0.192, alignment/train=0.080, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 72%|███████▏ | 339/469 [00:31<00:12, 10.70it/s, v_num=9, loss/train=0.159, alignment/train=0.0803, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 72%|███████▏ | 340/469 [00:31<00:12, 10.69it/s, v_num=9, loss/train=0.159, alignment/train=0.0803, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 72%|███████▏ | 340/469 [00:31<00:12, 10.69it/s, v_num=9, loss/train=0.183, alignment/train=0.0829, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 73%|███████▎ | 341/469 [00:31<00:11, 10.70it/s, v_num=9, loss/train=0.183, alignment/train=0.0829, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 73%|███████▎ | 341/469 [00:31<00:11, 10.70it/s, v_num=9, loss/train=0.150, alignment/train=0.0713, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 73%|███████▎ | 342/469 [00:31<00:11, 10.72it/s, v_num=9, loss/train=0.150, alignment/train=0.0713, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 73%|███████▎ | 342/469 [00:31<00:11, 10.72it/s, v_num=9, loss/train=0.150, alignment/train=0.0731, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 73%|███████▎ | 343/469 [00:32<00:11, 10.71it/s, v_num=9, loss/train=0.150, alignment/train=0.0731, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 73%|███████▎ | 343/469 [00:32<00:11, 10.71it/s, v_num=9, loss/train=0.184, alignment/train=0.0873, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 73%|███████▎ | 344/469 [00:32<00:11, 10.68it/s, v_num=9, loss/train=0.184, alignment/train=0.0873, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 73%|███████▎ | 344/469 [00:32<00:11, 10.68it/s, v_num=9, loss/train=0.148, alignment/train=0.0796, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 74%|███████▎ | 345/469 [00:32<00:11, 10.69it/s, v_num=9, loss/train=0.148, alignment/train=0.0796, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 74%|███████▎ | 345/469 [00:32<00:11, 10.69it/s, v_num=9, loss/train=0.162, alignment/train=0.0785, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 74%|███████▍ | 346/469 [00:32<00:11, 10.70it/s, v_num=9, loss/train=0.162, alignment/train=0.0785, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 74%|███████▍ | 346/469 [00:32<00:11, 10.70it/s, v_num=9, loss/train=0.206, alignment/train=0.0801, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 74%|███████▍ | 347/469 [00:32<00:11, 10.70it/s, v_num=9, loss/train=0.206, alignment/train=0.0801, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 74%|███████▍ | 347/469 [00:32<00:11, 10.70it/s, v_num=9, loss/train=0.168, alignment/train=0.0771, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 74%|███████▍ | 348/469 [00:32<00:11, 10.71it/s, v_num=9, loss/train=0.168, alignment/train=0.0771, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 74%|███████▍ | 348/469 [00:32<00:11, 10.71it/s, v_num=9, loss/train=0.158, alignment/train=0.0728, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 74%|███████▍ | 349/469 [00:32<00:11, 10.72it/s, v_num=9, loss/train=0.158, alignment/train=0.0728, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 74%|███████▍ | 349/469 [00:32<00:11, 10.72it/s, v_num=9, loss/train=0.144, alignment/train=0.0661, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 75%|███████▍ | 350/469 [00:32<00:11, 10.70it/s, v_num=9, loss/train=0.144, alignment/train=0.0661, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 75%|███████▍ | 350/469 [00:32<00:11, 10.70it/s, v_num=9, loss/train=0.171, alignment/train=0.0831, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 75%|███████▍ | 351/469 [00:32<00:11, 10.71it/s, v_num=9, loss/train=0.171, alignment/train=0.0831, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 75%|███████▍ | 351/469 [00:32<00:11, 10.71it/s, v_num=9, loss/train=0.176, alignment/train=0.0701, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 75%|███████▌ | 352/469 [00:32<00:10, 10.72it/s, v_num=9, loss/train=0.176, alignment/train=0.0701, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 75%|███████▌ | 352/469 [00:32<00:10, 10.72it/s, v_num=9, loss/train=0.187, alignment/train=0.0909, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 75%|███████▌ | 353/469 [00:32<00:10, 10.72it/s, v_num=9, loss/train=0.187, alignment/train=0.0909, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 75%|███████▌ | 353/469 [00:32<00:10, 10.72it/s, v_num=9, loss/train=0.144, alignment/train=0.0727, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 75%|███████▌ | 354/469 [00:33<00:10, 10.72it/s, v_num=9, loss/train=0.144, alignment/train=0.0727, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 75%|███████▌ | 354/469 [00:33<00:10, 10.72it/s, v_num=9, loss/train=0.164, alignment/train=0.0697, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 76%|███████▌ | 355/469 [00:33<00:10, 10.72it/s, v_num=9, loss/train=0.164, alignment/train=0.0697, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 76%|███████▌ | 355/469 [00:33<00:10, 10.72it/s, v_num=9, loss/train=0.151, alignment/train=0.0807, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 76%|███████▌ | 356/469 [00:33<00:10, 10.72it/s, v_num=9, loss/train=0.151, alignment/train=0.0807, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 76%|███████▌ | 356/469 [00:33<00:10, 10.72it/s, v_num=9, loss/train=0.181, alignment/train=0.0738, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 76%|███████▌ | 357/469 [00:33<00:10, 10.71it/s, v_num=9, loss/train=0.181, alignment/train=0.0738, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 76%|███████▌ | 357/469 [00:33<00:10, 10.71it/s, v_num=9, loss/train=0.180, alignment/train=0.0818, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 76%|███████▋ | 358/469 [00:33<00:10, 10.71it/s, v_num=9, loss/train=0.180, alignment/train=0.0818, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 76%|███████▋ | 358/469 [00:33<00:10, 10.71it/s, v_num=9, loss/train=0.175, alignment/train=0.082, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 77%|███████▋ | 359/469 [00:33<00:10, 10.72it/s, v_num=9, loss/train=0.175, alignment/train=0.082, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 77%|███████▋ | 359/469 [00:33<00:10, 10.72it/s, v_num=9, loss/train=0.162, alignment/train=0.0799, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 77%|███████▋ | 360/469 [00:33<00:10, 10.72it/s, v_num=9, loss/train=0.162, alignment/train=0.0799, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 77%|███████▋ | 360/469 [00:33<00:10, 10.72it/s, v_num=9, loss/train=0.174, alignment/train=0.073, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 77%|███████▋ | 361/469 [00:33<00:10, 10.73it/s, v_num=9, loss/train=0.174, alignment/train=0.073, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 77%|███████▋ | 361/469 [00:33<00:10, 10.73it/s, v_num=9, loss/train=0.183, alignment/train=0.0782, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 77%|███████▋ | 362/469 [00:33<00:09, 10.72it/s, v_num=9, loss/train=0.183, alignment/train=0.0782, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 77%|███████▋ | 362/469 [00:33<00:09, 10.72it/s, v_num=9, loss/train=0.190, alignment/train=0.0858, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 77%|███████▋ | 363/469 [00:33<00:09, 10.70it/s, v_num=9, loss/train=0.190, alignment/train=0.0858, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 77%|███████▋ | 363/469 [00:33<00:09, 10.70it/s, v_num=9, loss/train=0.179, alignment/train=0.0739, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 78%|███████▊ | 364/469 [00:33<00:09, 10.72it/s, v_num=9, loss/train=0.179, alignment/train=0.0739, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 78%|███████▊ | 364/469 [00:33<00:09, 10.71it/s, v_num=9, loss/train=0.161, alignment/train=0.0723, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 78%|███████▊ | 365/469 [00:34<00:09, 10.72it/s, v_num=9, loss/train=0.161, alignment/train=0.0723, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 78%|███████▊ | 365/469 [00:34<00:09, 10.72it/s, v_num=9, loss/train=0.183, alignment/train=0.0753, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 78%|███████▊ | 366/469 [00:34<00:09, 10.73it/s, v_num=9, loss/train=0.183, alignment/train=0.0753, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 78%|███████▊ | 366/469 [00:34<00:09, 10.73it/s, v_num=9, loss/train=0.155, alignment/train=0.0783, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 78%|███████▊ | 367/469 [00:34<00:09, 10.71it/s, v_num=9, loss/train=0.155, alignment/train=0.0783, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 78%|███████▊ | 367/469 [00:34<00:09, 10.71it/s, v_num=9, loss/train=0.158, alignment/train=0.0867, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 78%|███████▊ | 368/469 [00:34<00:09, 10.71it/s, v_num=9, loss/train=0.158, alignment/train=0.0867, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 78%|███████▊ | 368/469 [00:34<00:09, 10.71it/s, v_num=9, loss/train=0.170, alignment/train=0.0768, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 79%|███████▊ | 369/469 [00:34<00:09, 10.73it/s, v_num=9, loss/train=0.170, alignment/train=0.0768, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 79%|███████▊ | 369/469 [00:34<00:09, 10.72it/s, v_num=9, loss/train=0.153, alignment/train=0.0722, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 79%|███████▉ | 370/469 [00:34<00:09, 10.73it/s, v_num=9, loss/train=0.153, alignment/train=0.0722, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 79%|███████▉ | 370/469 [00:34<00:09, 10.73it/s, v_num=9, loss/train=0.192, alignment/train=0.083, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 79%|███████▉ | 371/469 [00:34<00:09, 10.72it/s, v_num=9, loss/train=0.192, alignment/train=0.083, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 79%|███████▉ | 371/469 [00:34<00:09, 10.71it/s, v_num=9, loss/train=0.167, alignment/train=0.078, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 79%|███████▉ | 372/469 [00:34<00:09, 10.71it/s, v_num=9, loss/train=0.167, alignment/train=0.078, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 79%|███████▉ | 372/469 [00:34<00:09, 10.71it/s, v_num=9, loss/train=0.165, alignment/train=0.0777, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 80%|███████▉ | 373/469 [00:34<00:08, 10.72it/s, v_num=9, loss/train=0.165, alignment/train=0.0777, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 80%|███████▉ | 373/469 [00:34<00:08, 10.72it/s, v_num=9, loss/train=0.163, alignment/train=0.0845, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 80%|███████▉ | 374/469 [00:34<00:08, 10.72it/s, v_num=9, loss/train=0.163, alignment/train=0.0845, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 80%|███████▉ | 374/469 [00:34<00:08, 10.72it/s, v_num=9, loss/train=0.144, alignment/train=0.066, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 80%|███████▉ | 375/469 [00:34<00:08, 10.73it/s, v_num=9, loss/train=0.144, alignment/train=0.066, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 80%|███████▉ | 375/469 [00:34<00:08, 10.73it/s, v_num=9, loss/train=0.178, alignment/train=0.0681, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 80%|████████ | 376/469 [00:35<00:08, 10.74it/s, v_num=9, loss/train=0.178, alignment/train=0.0681, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 80%|████████ | 376/469 [00:35<00:08, 10.74it/s, v_num=9, loss/train=0.159, alignment/train=0.0821, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 80%|████████ | 377/469 [00:35<00:08, 10.74it/s, v_num=9, loss/train=0.159, alignment/train=0.0821, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 80%|████████ | 377/469 [00:35<00:08, 10.74it/s, v_num=9, loss/train=0.153, alignment/train=0.0697, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 81%|████████ | 378/469 [00:35<00:08, 10.73it/s, v_num=9, loss/train=0.153, alignment/train=0.0697, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 81%|████████ | 378/469 [00:35<00:08, 10.73it/s, v_num=9, loss/train=0.168, alignment/train=0.0818, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 81%|████████ | 379/469 [00:35<00:08, 10.74it/s, v_num=9, loss/train=0.168, alignment/train=0.0818, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 81%|████████ | 379/469 [00:35<00:08, 10.74it/s, v_num=9, loss/train=0.152, alignment/train=0.0707, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 81%|████████ | 380/469 [00:35<00:08, 10.72it/s, v_num=9, loss/train=0.152, alignment/train=0.0707, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 81%|████████ | 380/469 [00:35<00:08, 10.72it/s, v_num=9, loss/train=0.174, alignment/train=0.0811, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 81%|████████ | 381/469 [00:35<00:08, 10.73it/s, v_num=9, loss/train=0.174, alignment/train=0.0811, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 81%|████████ | 381/469 [00:35<00:08, 10.73it/s, v_num=9, loss/train=0.184, alignment/train=0.0775, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 81%|████████▏ | 382/469 [00:35<00:08, 10.74it/s, v_num=9, loss/train=0.184, alignment/train=0.0775, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 81%|████████▏ | 382/469 [00:35<00:08, 10.74it/s, v_num=9, loss/train=0.146, alignment/train=0.0712, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 82%|████████▏ | 383/469 [00:35<00:08, 10.75it/s, v_num=9, loss/train=0.146, alignment/train=0.0712, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 82%|████████▏ | 383/469 [00:35<00:08, 10.75it/s, v_num=9, loss/train=0.165, alignment/train=0.0757, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 82%|████████▏ | 384/469 [00:35<00:07, 10.74it/s, v_num=9, loss/train=0.165, alignment/train=0.0757, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 82%|████████▏ | 384/469 [00:35<00:07, 10.74it/s, v_num=9, loss/train=0.141, alignment/train=0.0786, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 82%|████████▏ | 385/469 [00:35<00:07, 10.74it/s, v_num=9, loss/train=0.141, alignment/train=0.0786, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 82%|████████▏ | 385/469 [00:35<00:07, 10.74it/s, v_num=9, loss/train=0.174, alignment/train=0.079, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 82%|████████▏ | 386/469 [00:35<00:07, 10.75it/s, v_num=9, loss/train=0.174, alignment/train=0.079, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 82%|████████▏ | 386/469 [00:35<00:07, 10.75it/s, v_num=9, loss/train=0.197, alignment/train=0.0894, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 83%|████████▎ | 387/469 [00:36<00:07, 10.75it/s, v_num=9, loss/train=0.197, alignment/train=0.0894, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 83%|████████▎ | 387/469 [00:36<00:07, 10.75it/s, v_num=9, loss/train=0.180, alignment/train=0.0823, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 83%|████████▎ | 388/469 [00:36<00:07, 10.74it/s, v_num=9, loss/train=0.180, alignment/train=0.0823, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 83%|████████▎ | 388/469 [00:36<00:07, 10.74it/s, v_num=9, loss/train=0.177, alignment/train=0.079, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 83%|████████▎ | 389/469 [00:36<00:07, 10.74it/s, v_num=9, loss/train=0.177, alignment/train=0.079, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 83%|████████▎ | 389/469 [00:36<00:07, 10.74it/s, v_num=9, loss/train=0.158, alignment/train=0.0847, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 83%|████████▎ | 390/469 [00:36<00:07, 10.75it/s, v_num=9, loss/train=0.158, alignment/train=0.0847, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 83%|████████▎ | 390/469 [00:36<00:07, 10.75it/s, v_num=9, loss/train=0.160, alignment/train=0.080, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 83%|████████▎ | 391/469 [00:36<00:07, 10.74it/s, v_num=9, loss/train=0.160, alignment/train=0.080, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 83%|████████▎ | 391/469 [00:36<00:07, 10.74it/s, v_num=9, loss/train=0.195, alignment/train=0.0804, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 84%|████████▎ | 392/469 [00:36<00:07, 10.75it/s, v_num=9, loss/train=0.195, alignment/train=0.0804, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 84%|████████▎ | 392/469 [00:36<00:07, 10.75it/s, v_num=9, loss/train=0.186, alignment/train=0.0711, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 84%|████████▍ | 393/469 [00:36<00:07, 10.75it/s, v_num=9, loss/train=0.186, alignment/train=0.0711, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 84%|████████▍ | 393/469 [00:36<00:07, 10.75it/s, v_num=9, loss/train=0.170, alignment/train=0.0759, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 84%|████████▍ | 394/469 [00:36<00:06, 10.76it/s, v_num=9, loss/train=0.170, alignment/train=0.0759, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 84%|████████▍ | 394/469 [00:36<00:06, 10.76it/s, v_num=9, loss/train=0.168, alignment/train=0.0781, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 84%|████████▍ | 395/469 [00:36<00:06, 10.76it/s, v_num=9, loss/train=0.168, alignment/train=0.0781, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 84%|████████▍ | 395/469 [00:36<00:06, 10.76it/s, v_num=9, loss/train=0.180, alignment/train=0.0759, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 84%|████████▍ | 396/469 [00:36<00:06, 10.74it/s, v_num=9, loss/train=0.180, alignment/train=0.0759, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 84%|████████▍ | 396/469 [00:36<00:06, 10.74it/s, v_num=9, loss/train=0.182, alignment/train=0.0737, uniformity/train=-3.53, contrastive_acc/train=0.988, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 85%|████████▍ | 397/469 [00:36<00:06, 10.75it/s, v_num=9, loss/train=0.182, alignment/train=0.0737, uniformity/train=-3.53, contrastive_acc/train=0.988, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 85%|████████▍ | 397/469 [00:36<00:06, 10.75it/s, v_num=9, loss/train=0.155, alignment/train=0.0703, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 85%|████████▍ | 398/469 [00:37<00:06, 10.76it/s, v_num=9, loss/train=0.155, alignment/train=0.0703, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 85%|████████▍ | 398/469 [00:37<00:06, 10.76it/s, v_num=9, loss/train=0.169, alignment/train=0.0873, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 85%|████████▌ | 399/469 [00:37<00:06, 10.76it/s, v_num=9, loss/train=0.169, alignment/train=0.0873, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 85%|████████▌ | 399/469 [00:37<00:06, 10.75it/s, v_num=9, loss/train=0.185, alignment/train=0.0594, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 85%|████████▌ | 400/469 [00:37<00:06, 10.77it/s, v_num=9, loss/train=0.185, alignment/train=0.0594, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 85%|████████▌ | 400/469 [00:37<00:06, 10.76it/s, v_num=9, loss/train=0.151, alignment/train=0.0798, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 86%|████████▌ | 401/469 [00:37<00:06, 10.75it/s, v_num=9, loss/train=0.151, alignment/train=0.0798, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 86%|████████▌ | 401/469 [00:37<00:06, 10.75it/s, v_num=9, loss/train=0.152, alignment/train=0.0766, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 86%|████████▌ | 402/469 [00:37<00:06, 10.75it/s, v_num=9, loss/train=0.152, alignment/train=0.0766, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 86%|████████▌ | 402/469 [00:37<00:06, 10.75it/s, v_num=9, loss/train=0.175, alignment/train=0.0763, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 86%|████████▌ | 403/469 [00:37<00:06, 10.76it/s, v_num=9, loss/train=0.175, alignment/train=0.0763, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 86%|████████▌ | 403/469 [00:37<00:06, 10.76it/s, v_num=9, loss/train=0.199, alignment/train=0.0725, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 86%|████████▌ | 404/469 [00:37<00:06, 10.76it/s, v_num=9, loss/train=0.199, alignment/train=0.0725, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 86%|████████▌ | 404/469 [00:37<00:06, 10.76it/s, v_num=9, loss/train=0.175, alignment/train=0.0787, uniformity/train=-3.57, contrastive_acc/train=0.988, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 86%|████████▋ | 405/469 [00:37<00:05, 10.77it/s, v_num=9, loss/train=0.175, alignment/train=0.0787, uniformity/train=-3.57, contrastive_acc/train=0.988, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 86%|████████▋ | 405/469 [00:37<00:05, 10.77it/s, v_num=9, loss/train=0.146, alignment/train=0.076, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 87%|████████▋ | 406/469 [00:37<00:05, 10.78it/s, v_num=9, loss/train=0.146, alignment/train=0.076, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 87%|████████▋ | 406/469 [00:37<00:05, 10.78it/s, v_num=9, loss/train=0.168, alignment/train=0.0748, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 87%|████████▋ | 407/469 [00:37<00:05, 10.78it/s, v_num=9, loss/train=0.168, alignment/train=0.0748, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 87%|████████▋ | 407/469 [00:37<00:05, 10.78it/s, v_num=9, loss/train=0.157, alignment/train=0.0782, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 87%|████████▋ | 408/469 [00:37<00:05, 10.77it/s, v_num=9, loss/train=0.157, alignment/train=0.0782, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 87%|████████▋ | 408/469 [00:37<00:05, 10.77it/s, v_num=9, loss/train=0.216, alignment/train=0.0873, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 87%|████████▋ | 409/469 [00:37<00:05, 10.78it/s, v_num=9, loss/train=0.216, alignment/train=0.0873, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 87%|████████▋ | 409/469 [00:37<00:05, 10.78it/s, v_num=9, loss/train=0.137, alignment/train=0.078, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 87%|████████▋ | 410/469 [00:38<00:05, 10.78it/s, v_num=9, loss/train=0.137, alignment/train=0.078, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 87%|████████▋ | 410/469 [00:38<00:05, 10.78it/s, v_num=9, loss/train=0.158, alignment/train=0.0762, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 88%|████████▊ | 411/469 [00:38<00:05, 10.78it/s, v_num=9, loss/train=0.158, alignment/train=0.0762, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 88%|████████▊ | 411/469 [00:38<00:05, 10.78it/s, v_num=9, loss/train=0.202, alignment/train=0.0894, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 88%|████████▊ | 412/469 [00:38<00:05, 10.78it/s, v_num=9, loss/train=0.202, alignment/train=0.0894, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 88%|████████▊ | 412/469 [00:38<00:05, 10.78it/s, v_num=9, loss/train=0.147, alignment/train=0.0794, uniformity/train=-3.58, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 88%|████████▊ | 413/469 [00:38<00:05, 10.78it/s, v_num=9, loss/train=0.147, alignment/train=0.0794, uniformity/train=-3.58, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 88%|████████▊ | 413/469 [00:38<00:05, 10.78it/s, v_num=9, loss/train=0.151, alignment/train=0.0749, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 88%|████████▊ | 414/469 [00:38<00:05, 10.78it/s, v_num=9, loss/train=0.151, alignment/train=0.0749, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 88%|████████▊ | 414/469 [00:38<00:05, 10.78it/s, v_num=9, loss/train=0.151, alignment/train=0.0733, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 88%|████████▊ | 415/469 [00:38<00:05, 10.77it/s, v_num=9, loss/train=0.151, alignment/train=0.0733, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 88%|████████▊ | 415/469 [00:38<00:05, 10.77it/s, v_num=9, loss/train=0.151, alignment/train=0.0759, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 89%|████████▊ | 416/469 [00:38<00:04, 10.77it/s, v_num=9, loss/train=0.151, alignment/train=0.0759, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 89%|████████▊ | 416/469 [00:38<00:04, 10.77it/s, v_num=9, loss/train=0.155, alignment/train=0.0802, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 89%|████████▉ | 417/469 [00:38<00:04, 10.78it/s, v_num=9, loss/train=0.155, alignment/train=0.0802, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 89%|████████▉ | 417/469 [00:38<00:04, 10.78it/s, v_num=9, loss/train=0.192, alignment/train=0.0867, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 89%|████████▉ | 418/469 [00:38<00:04, 10.79it/s, v_num=9, loss/train=0.192, alignment/train=0.0867, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 89%|████████▉ | 418/469 [00:38<00:04, 10.79it/s, v_num=9, loss/train=0.191, alignment/train=0.0767, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 89%|████████▉ | 419/469 [00:38<00:04, 10.80it/s, v_num=9, loss/train=0.191, alignment/train=0.0767, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 89%|████████▉ | 419/469 [00:38<00:04, 10.80it/s, v_num=9, loss/train=0.178, alignment/train=0.079, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 90%|████████▉ | 420/469 [00:38<00:04, 10.80it/s, v_num=9, loss/train=0.178, alignment/train=0.079, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 90%|████████▉ | 420/469 [00:38<00:04, 10.80it/s, v_num=9, loss/train=0.152, alignment/train=0.083, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 90%|████████▉ | 421/469 [00:39<00:04, 10.77it/s, v_num=9, loss/train=0.152, alignment/train=0.083, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 90%|████████▉ | 421/469 [00:39<00:04, 10.77it/s, v_num=9, loss/train=0.157, alignment/train=0.0778, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 90%|████████▉ | 422/469 [00:39<00:04, 10.78it/s, v_num=9, loss/train=0.157, alignment/train=0.0778, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 90%|████████▉ | 422/469 [00:39<00:04, 10.78it/s, v_num=9, loss/train=0.175, alignment/train=0.0789, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 90%|█████████ | 423/469 [00:39<00:04, 10.78it/s, v_num=9, loss/train=0.175, alignment/train=0.0789, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 90%|█████████ | 423/469 [00:39<00:04, 10.78it/s, v_num=9, loss/train=0.156, alignment/train=0.0758, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 90%|█████████ | 424/469 [00:39<00:04, 10.78it/s, v_num=9, loss/train=0.156, alignment/train=0.0758, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 90%|█████████ | 424/469 [00:39<00:04, 10.78it/s, v_num=9, loss/train=0.181, alignment/train=0.087, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 91%|█████████ | 425/469 [00:39<00:04, 10.79it/s, v_num=9, loss/train=0.181, alignment/train=0.087, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 91%|█████████ | 425/469 [00:39<00:04, 10.79it/s, v_num=9, loss/train=0.168, alignment/train=0.0737, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 91%|█████████ | 426/469 [00:39<00:03, 10.79it/s, v_num=9, loss/train=0.168, alignment/train=0.0737, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 91%|█████████ | 426/469 [00:39<00:03, 10.79it/s, v_num=9, loss/train=0.169, alignment/train=0.0819, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 91%|█████████ | 427/469 [00:39<00:03, 10.79it/s, v_num=9, loss/train=0.169, alignment/train=0.0819, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 91%|█████████ | 427/469 [00:39<00:03, 10.79it/s, v_num=9, loss/train=0.193, alignment/train=0.0849, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 91%|█████████▏| 428/469 [00:39<00:03, 10.79it/s, v_num=9, loss/train=0.193, alignment/train=0.0849, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 91%|█████████▏| 428/469 [00:39<00:03, 10.79it/s, v_num=9, loss/train=0.166, alignment/train=0.0776, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 91%|█████████▏| 429/469 [00:39<00:03, 10.80it/s, v_num=9, loss/train=0.166, alignment/train=0.0776, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 91%|█████████▏| 429/469 [00:39<00:03, 10.80it/s, v_num=9, loss/train=0.168, alignment/train=0.0707, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 92%|█████████▏| 430/469 [00:39<00:03, 10.78it/s, v_num=9, loss/train=0.168, alignment/train=0.0707, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 92%|█████████▏| 430/469 [00:39<00:03, 10.78it/s, v_num=9, loss/train=0.133, alignment/train=0.0774, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 92%|█████████▏| 431/469 [00:39<00:03, 10.79it/s, v_num=9, loss/train=0.133, alignment/train=0.0774, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 92%|█████████▏| 431/469 [00:39<00:03, 10.79it/s, v_num=9, loss/train=0.176, alignment/train=0.0889, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 92%|█████████▏| 432/469 [00:39<00:03, 10.80it/s, v_num=9, loss/train=0.176, alignment/train=0.0889, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 92%|█████████▏| 432/469 [00:39<00:03, 10.80it/s, v_num=9, loss/train=0.202, alignment/train=0.0721, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 92%|█████████▏| 433/469 [00:40<00:03, 10.78it/s, v_num=9, loss/train=0.202, alignment/train=0.0721, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 92%|█████████▏| 433/469 [00:40<00:03, 10.78it/s, v_num=9, loss/train=0.189, alignment/train=0.0918, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 93%|█████████▎| 434/469 [00:40<00:03, 10.79it/s, v_num=9, loss/train=0.189, alignment/train=0.0918, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 93%|█████████▎| 434/469 [00:40<00:03, 10.79it/s, v_num=9, loss/train=0.179, alignment/train=0.081, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 93%|█████████▎| 435/469 [00:40<00:03, 10.80it/s, v_num=9, loss/train=0.179, alignment/train=0.081, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 93%|█████████▎| 435/469 [00:40<00:03, 10.80it/s, v_num=9, loss/train=0.162, alignment/train=0.0852, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 93%|█████████▎| 436/469 [00:40<00:03, 10.80it/s, v_num=9, loss/train=0.162, alignment/train=0.0852, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 93%|█████████▎| 436/469 [00:40<00:03, 10.80it/s, v_num=9, loss/train=0.169, alignment/train=0.0785, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 93%|█████████▎| 437/469 [00:40<00:02, 10.80it/s, v_num=9, loss/train=0.169, alignment/train=0.0785, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 93%|█████████▎| 437/469 [00:40<00:02, 10.80it/s, v_num=9, loss/train=0.157, alignment/train=0.0773, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 93%|█████████▎| 438/469 [00:40<00:02, 10.81it/s, v_num=9, loss/train=0.157, alignment/train=0.0773, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 93%|█████████▎| 438/469 [00:40<00:02, 10.81it/s, v_num=9, loss/train=0.226, alignment/train=0.095, uniformity/train=-3.54, contrastive_acc/train=0.988, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 94%|█████████▎| 439/469 [00:40<00:02, 10.82it/s, v_num=9, loss/train=0.226, alignment/train=0.095, uniformity/train=-3.54, contrastive_acc/train=0.988, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 94%|█████████▎| 439/469 [00:40<00:02, 10.82it/s, v_num=9, loss/train=0.154, alignment/train=0.075, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 94%|█████████▍| 440/469 [00:40<00:02, 10.81it/s, v_num=9, loss/train=0.154, alignment/train=0.075, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 94%|█████████▍| 440/469 [00:40<00:02, 10.81it/s, v_num=9, loss/train=0.156, alignment/train=0.0767, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 94%|█████████▍| 441/469 [00:40<00:02, 10.81it/s, v_num=9, loss/train=0.156, alignment/train=0.0767, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 94%|█████████▍| 441/469 [00:40<00:02, 10.81it/s, v_num=9, loss/train=0.192, alignment/train=0.0846, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 94%|█████████▍| 442/469 [00:40<00:02, 10.80it/s, v_num=9, loss/train=0.192, alignment/train=0.0846, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 94%|█████████▍| 442/469 [00:40<00:02, 10.80it/s, v_num=9, loss/train=0.147, alignment/train=0.072, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 94%|█████████▍| 443/469 [00:41<00:02, 10.80it/s, v_num=9, loss/train=0.147, alignment/train=0.072, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 94%|█████████▍| 443/469 [00:41<00:02, 10.80it/s, v_num=9, loss/train=0.179, alignment/train=0.074, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 95%|█████████▍| 444/469 [00:41<00:02, 10.81it/s, v_num=9, loss/train=0.179, alignment/train=0.074, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 95%|█████████▍| 444/469 [00:41<00:02, 10.81it/s, v_num=9, loss/train=0.175, alignment/train=0.0745, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 95%|█████████▍| 445/469 [00:41<00:02, 10.81it/s, v_num=9, loss/train=0.175, alignment/train=0.0745, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 95%|█████████▍| 445/469 [00:41<00:02, 10.81it/s, v_num=9, loss/train=0.146, alignment/train=0.0805, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 95%|█████████▌| 446/469 [00:41<00:02, 10.81it/s, v_num=9, loss/train=0.146, alignment/train=0.0805, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 95%|█████████▌| 446/469 [00:41<00:02, 10.81it/s, v_num=9, loss/train=0.152, alignment/train=0.0818, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 95%|█████████▌| 447/469 [00:41<00:02, 10.82it/s, v_num=9, loss/train=0.152, alignment/train=0.0818, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 95%|█████████▌| 447/469 [00:41<00:02, 10.82it/s, v_num=9, loss/train=0.174, alignment/train=0.0794, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 96%|█████████▌| 448/469 [00:41<00:01, 10.83it/s, v_num=9, loss/train=0.174, alignment/train=0.0794, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 96%|█████████▌| 448/469 [00:41<00:01, 10.83it/s, v_num=9, loss/train=0.159, alignment/train=0.0828, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 96%|█████████▌| 449/469 [00:41<00:01, 10.82it/s, v_num=9, loss/train=0.159, alignment/train=0.0828, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 96%|█████████▌| 449/469 [00:41<00:01, 10.82it/s, v_num=9, loss/train=0.147, alignment/train=0.0748, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 96%|█████████▌| 450/469 [00:41<00:01, 10.82it/s, v_num=9, loss/train=0.147, alignment/train=0.0748, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 96%|█████████▌| 450/469 [00:41<00:01, 10.82it/s, v_num=9, loss/train=0.164, alignment/train=0.0814, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 96%|█████████▌| 451/469 [00:41<00:01, 10.83it/s, v_num=9, loss/train=0.164, alignment/train=0.0814, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 96%|█████████▌| 451/469 [00:41<00:01, 10.83it/s, v_num=9, loss/train=0.172, alignment/train=0.0802, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 96%|█████████▋| 452/469 [00:41<00:01, 10.85it/s, v_num=9, loss/train=0.172, alignment/train=0.0802, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 96%|█████████▋| 452/469 [00:41<00:01, 10.85it/s, v_num=9, loss/train=0.186, alignment/train=0.0866, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 97%|█████████▋| 453/469 [00:41<00:01, 10.86it/s, v_num=9, loss/train=0.186, alignment/train=0.0866, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 97%|█████████▋| 453/469 [00:41<00:01, 10.86it/s, v_num=9, loss/train=0.153, alignment/train=0.0748, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 97%|█████████▋| 454/469 [00:41<00:01, 10.87it/s, v_num=9, loss/train=0.153, alignment/train=0.0748, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 97%|█████████▋| 454/469 [00:41<00:01, 10.87it/s, v_num=9, loss/train=0.195, alignment/train=0.0782, uniformity/train=-3.55, contrastive_acc/train=0.988, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 97%|█████████▋| 455/469 [00:41<00:01, 10.89it/s, v_num=9, loss/train=0.195, alignment/train=0.0782, uniformity/train=-3.55, contrastive_acc/train=0.988, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 97%|█████████▋| 455/469 [00:41<00:01, 10.89it/s, v_num=9, loss/train=0.195, alignment/train=0.079, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 97%|█████████▋| 456/469 [00:41<00:01, 10.90it/s, v_num=9, loss/train=0.195, alignment/train=0.079, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 97%|█████████▋| 456/469 [00:41<00:01, 10.90it/s, v_num=9, loss/train=0.166, alignment/train=0.0788, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 97%|█████████▋| 457/469 [00:41<00:01, 10.92it/s, v_num=9, loss/train=0.166, alignment/train=0.0788, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 97%|█████████▋| 457/469 [00:41<00:01, 10.92it/s, v_num=9, loss/train=0.161, alignment/train=0.0867, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 98%|█████████▊| 458/469 [00:41<00:01, 10.93it/s, v_num=9, loss/train=0.161, alignment/train=0.0867, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 98%|█████████▊| 458/469 [00:41<00:01, 10.93it/s, v_num=9, loss/train=0.152, alignment/train=0.078, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 98%|█████████▊| 459/469 [00:41<00:00, 10.95it/s, v_num=9, loss/train=0.152, alignment/train=0.078, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 98%|█████████▊| 459/469 [00:41<00:00, 10.95it/s, v_num=9, loss/train=0.145, alignment/train=0.0774, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 98%|█████████▊| 460/469 [00:41<00:00, 10.96it/s, v_num=9, loss/train=0.145, alignment/train=0.0774, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 98%|█████████▊| 460/469 [00:41<00:00, 10.96it/s, v_num=9, loss/train=0.141, alignment/train=0.0724, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 98%|█████████▊| 461/469 [00:42<00:00, 10.98it/s, v_num=9, loss/train=0.141, alignment/train=0.0724, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 98%|█████████▊| 461/469 [00:42<00:00, 10.98it/s, v_num=9, loss/train=0.143, alignment/train=0.0736, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 99%|█████████▊| 462/469 [00:42<00:00, 10.99it/s, v_num=9, loss/train=0.143, alignment/train=0.0736, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 99%|█████████▊| 462/469 [00:42<00:00, 10.99it/s, v_num=9, loss/train=0.159, alignment/train=0.070, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 99%|█████████▊| 463/469 [00:42<00:00, 11.00it/s, v_num=9, loss/train=0.159, alignment/train=0.070, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 99%|█████████▊| 463/469 [00:42<00:00, 11.00it/s, v_num=9, loss/train=0.163, alignment/train=0.0683, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 99%|█████████▉| 464/469 [00:42<00:00, 11.02it/s, v_num=9, loss/train=0.163, alignment/train=0.0683, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 99%|█████████▉| 464/469 [00:42<00:00, 11.02it/s, v_num=9, loss/train=0.172, alignment/train=0.0759, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 99%|█████████▉| 465/469 [00:42<00:00, 11.03it/s, v_num=9, loss/train=0.172, alignment/train=0.0759, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 99%|█████████▉| 465/469 [00:42<00:00, 11.03it/s, v_num=9, loss/train=0.179, alignment/train=0.0868, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 99%|█████████▉| 466/469 [00:42<00:00, 11.05it/s, v_num=9, loss/train=0.179, alignment/train=0.0868, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 99%|█████████▉| 466/469 [00:42<00:00, 11.05it/s, v_num=9, loss/train=0.139, alignment/train=0.075, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 100%|█████████▉| 467/469 [00:42<00:00, 11.06it/s, v_num=9, loss/train=0.139, alignment/train=0.075, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 100%|█████████▉| 467/469 [00:42<00:00, 11.06it/s, v_num=9, loss/train=0.164, alignment/train=0.0723, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 100%|█████████▉| 468/469 [00:42<00:00, 11.07it/s, v_num=9, loss/train=0.164, alignment/train=0.0723, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 100%|█████████▉| 468/469 [00:42<00:00, 11.07it/s, v_num=9, loss/train=0.181, alignment/train=0.0745, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 100%|██████████| 469/469 [00:42<00:00, 11.08it/s, v_num=9, loss/train=0.181, alignment/train=0.0745, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 100%|██████████| 469/469 [00:42<00:00, 11.08it/s, v_num=9, loss/train=0.137, alignment/train=0.0862, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
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Epoch 27: 100%|██████████| 469/469 [00:49<00:00, 9.53it/s, v_num=9, loss/train=0.137, alignment/train=0.0862, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 27: 100%|██████████| 469/469 [00:49<00:00, 9.53it/s, v_num=9, loss/train=0.137, alignment/train=0.0862, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 27: 0%| | 0/469 [00:00<?, ?it/s, v_num=9, loss/train=0.137, alignment/train=0.0862, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 0%| | 0/469 [00:00<?, ?it/s, v_num=9, loss/train=0.137, alignment/train=0.0862, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 0%| | 1/469 [00:01<11:49, 0.66it/s, v_num=9, loss/train=0.137, alignment/train=0.0862, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 0%| | 1/469 [00:01<11:50, 0.66it/s, v_num=9, loss/train=0.140, alignment/train=0.0762, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 0%| | 2/469 [00:01<06:28, 1.20it/s, v_num=9, loss/train=0.140, alignment/train=0.0762, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 0%| | 2/469 [00:01<06:28, 1.20it/s, v_num=9, loss/train=0.203, alignment/train=0.0887, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 1%| | 3/469 [00:01<04:26, 1.75it/s, v_num=9, loss/train=0.203, alignment/train=0.0887, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 1%| | 3/469 [00:01<04:26, 1.75it/s, v_num=9, loss/train=0.187, alignment/train=0.0722, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 1%| | 4/469 [00:01<03:32, 2.18it/s, v_num=9, loss/train=0.187, alignment/train=0.0722, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 1%| | 4/469 [00:01<03:32, 2.18it/s, v_num=9, loss/train=0.179, alignment/train=0.0734, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 1%| | 5/469 [00:01<02:56, 2.63it/s, v_num=9, loss/train=0.179, alignment/train=0.0734, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 1%| | 5/469 [00:01<02:56, 2.63it/s, v_num=9, loss/train=0.145, alignment/train=0.0731, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 1%|▏ | 6/469 [00:02<02:34, 3.00it/s, v_num=9, loss/train=0.145, alignment/train=0.0731, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 1%|▏ | 6/469 [00:02<02:34, 2.99it/s, v_num=9, loss/train=0.180, alignment/train=0.0783, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 1%|▏ | 7/469 [00:02<02:16, 3.39it/s, v_num=9, loss/train=0.180, alignment/train=0.0783, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 1%|▏ | 7/469 [00:02<02:16, 3.39it/s, v_num=9, loss/train=0.149, alignment/train=0.0796, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 2%|▏ | 8/469 [00:02<02:03, 3.72it/s, v_num=9, loss/train=0.149, alignment/train=0.0796, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 2%|▏ | 8/469 [00:02<02:04, 3.71it/s, v_num=9, loss/train=0.197, alignment/train=0.0841, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 2%|▏ | 9/469 [00:02<02:00, 3.81it/s, v_num=9, loss/train=0.197, alignment/train=0.0841, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 2%|▏ | 9/469 [00:02<02:00, 3.81it/s, v_num=9, loss/train=0.137, alignment/train=0.0716, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 2%|▏ | 10/469 [00:02<01:50, 4.15it/s, v_num=9, loss/train=0.137, alignment/train=0.0716, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 2%|▏ | 10/469 [00:02<01:50, 4.15it/s, v_num=9, loss/train=0.180, alignment/train=0.0728, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 2%|▏ | 11/469 [00:02<01:42, 4.46it/s, v_num=9, loss/train=0.180, alignment/train=0.0728, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 2%|▏ | 11/469 [00:02<01:42, 4.46it/s, v_num=9, loss/train=0.170, alignment/train=0.0798, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 3%|▎ | 12/469 [00:02<01:38, 4.66it/s, v_num=9, loss/train=0.170, alignment/train=0.0798, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 3%|▎ | 12/469 [00:02<01:38, 4.65it/s, v_num=9, loss/train=0.186, alignment/train=0.0761, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 3%|▎ | 13/469 [00:02<01:32, 4.92it/s, v_num=9, loss/train=0.186, alignment/train=0.0761, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 3%|▎ | 13/469 [00:02<01:32, 4.92it/s, v_num=9, loss/train=0.159, alignment/train=0.0816, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 3%|▎ | 14/469 [00:02<01:27, 5.19it/s, v_num=9, loss/train=0.159, alignment/train=0.0816, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 3%|▎ | 14/469 [00:02<01:27, 5.19it/s, v_num=9, loss/train=0.170, alignment/train=0.0917, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 3%|▎ | 15/469 [00:02<01:24, 5.39it/s, v_num=9, loss/train=0.170, alignment/train=0.0917, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 3%|▎ | 15/469 [00:02<01:24, 5.39it/s, v_num=9, loss/train=0.164, alignment/train=0.0816, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 3%|▎ | 16/469 [00:02<01:20, 5.64it/s, v_num=9, loss/train=0.164, alignment/train=0.0816, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 3%|▎ | 16/469 [00:02<01:20, 5.63it/s, v_num=9, loss/train=0.141, alignment/train=0.0785, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 4%|▎ | 17/469 [00:02<01:19, 5.71it/s, v_num=9, loss/train=0.141, alignment/train=0.0785, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 4%|▎ | 17/469 [00:02<01:19, 5.70it/s, v_num=9, loss/train=0.135, alignment/train=0.0754, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 4%|▍ | 18/469 [00:03<01:17, 5.81it/s, v_num=9, loss/train=0.135, alignment/train=0.0754, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 4%|▍ | 18/469 [00:03<01:17, 5.81it/s, v_num=9, loss/train=0.141, alignment/train=0.077, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 4%|▍ | 19/469 [00:03<01:15, 5.95it/s, v_num=9, loss/train=0.141, alignment/train=0.077, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 4%|▍ | 19/469 [00:03<01:15, 5.95it/s, v_num=9, loss/train=0.154, alignment/train=0.0802, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 4%|▍ | 20/469 [00:03<01:13, 6.10it/s, v_num=9, loss/train=0.154, alignment/train=0.0802, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 4%|▍ | 20/469 [00:03<01:13, 6.10it/s, v_num=9, loss/train=0.176, alignment/train=0.0797, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 4%|▍ | 21/469 [00:03<01:11, 6.30it/s, v_num=9, loss/train=0.176, alignment/train=0.0797, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 4%|▍ | 21/469 [00:03<01:11, 6.29it/s, v_num=9, loss/train=0.163, alignment/train=0.0797, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 5%|▍ | 22/469 [00:03<01:10, 6.34it/s, v_num=9, loss/train=0.163, alignment/train=0.0797, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 5%|▍ | 22/469 [00:03<01:10, 6.34it/s, v_num=9, loss/train=0.201, alignment/train=0.0897, uniformity/train=-3.55, contrastive_acc/train=0.988, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 5%|▍ | 23/469 [00:03<01:08, 6.52it/s, v_num=9, loss/train=0.201, alignment/train=0.0897, uniformity/train=-3.55, contrastive_acc/train=0.988, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 5%|▍ | 23/469 [00:03<01:08, 6.52it/s, v_num=9, loss/train=0.177, alignment/train=0.0805, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 5%|▌ | 24/469 [00:03<01:06, 6.67it/s, v_num=9, loss/train=0.177, alignment/train=0.0805, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 5%|▌ | 24/469 [00:03<01:06, 6.67it/s, v_num=9, loss/train=0.164, alignment/train=0.0789, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 5%|▌ | 25/469 [00:03<01:05, 6.75it/s, v_num=9, loss/train=0.164, alignment/train=0.0789, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 5%|▌ | 25/469 [00:03<01:05, 6.75it/s, v_num=9, loss/train=0.146, alignment/train=0.0723, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 6%|▌ | 26/469 [00:03<01:04, 6.82it/s, v_num=9, loss/train=0.146, alignment/train=0.0723, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 6%|▌ | 26/469 [00:03<01:05, 6.81it/s, v_num=9, loss/train=0.169, alignment/train=0.0733, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 6%|▌ | 27/469 [00:03<01:03, 6.93it/s, v_num=9, loss/train=0.169, alignment/train=0.0733, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 6%|▌ | 27/469 [00:03<01:03, 6.93it/s, v_num=9, loss/train=0.167, alignment/train=0.0821, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 6%|▌ | 28/469 [00:03<01:02, 7.03it/s, v_num=9, loss/train=0.167, alignment/train=0.0821, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 6%|▌ | 28/469 [00:03<01:02, 7.03it/s, v_num=9, loss/train=0.157, alignment/train=0.0804, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 6%|▌ | 29/469 [00:04<01:01, 7.12it/s, v_num=9, loss/train=0.157, alignment/train=0.0804, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 6%|▌ | 29/469 [00:04<01:01, 7.12it/s, v_num=9, loss/train=0.156, alignment/train=0.0703, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 6%|▋ | 30/469 [00:04<01:00, 7.26it/s, v_num=9, loss/train=0.156, alignment/train=0.0703, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 6%|▋ | 30/469 [00:04<01:00, 7.26it/s, v_num=9, loss/train=0.208, alignment/train=0.0947, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 7%|▋ | 31/469 [00:04<00:59, 7.32it/s, v_num=9, loss/train=0.208, alignment/train=0.0947, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 7%|▋ | 31/469 [00:04<00:59, 7.32it/s, v_num=9, loss/train=0.170, alignment/train=0.0783, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 7%|▋ | 32/469 [00:04<00:58, 7.45it/s, v_num=9, loss/train=0.170, alignment/train=0.0783, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 7%|▋ | 32/469 [00:04<00:58, 7.45it/s, v_num=9, loss/train=0.213, alignment/train=0.0677, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 7%|▋ | 33/469 [00:04<00:58, 7.51it/s, v_num=9, loss/train=0.213, alignment/train=0.0677, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 7%|▋ | 33/469 [00:04<00:58, 7.51it/s, v_num=9, loss/train=0.141, alignment/train=0.0769, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 7%|▋ | 34/469 [00:04<00:58, 7.44it/s, v_num=9, loss/train=0.141, alignment/train=0.0769, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 7%|▋ | 34/469 [00:04<00:58, 7.44it/s, v_num=9, loss/train=0.173, alignment/train=0.0739, uniformity/train=-3.57, contrastive_acc/train=0.988, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 7%|▋ | 35/469 [00:04<00:57, 7.56it/s, v_num=9, loss/train=0.173, alignment/train=0.0739, uniformity/train=-3.57, contrastive_acc/train=0.988, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 7%|▋ | 35/469 [00:04<00:57, 7.56it/s, v_num=9, loss/train=0.155, alignment/train=0.0754, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 8%|▊ | 36/469 [00:04<00:56, 7.68it/s, v_num=9, loss/train=0.155, alignment/train=0.0754, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 8%|▊ | 36/469 [00:04<00:56, 7.68it/s, v_num=9, loss/train=0.159, alignment/train=0.0669, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 8%|▊ | 37/469 [00:04<00:56, 7.69it/s, v_num=9, loss/train=0.159, alignment/train=0.0669, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 8%|▊ | 37/469 [00:04<00:56, 7.69it/s, v_num=9, loss/train=0.140, alignment/train=0.0721, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 8%|▊ | 38/469 [00:04<00:55, 7.81it/s, v_num=9, loss/train=0.140, alignment/train=0.0721, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 8%|▊ | 38/469 [00:04<00:55, 7.81it/s, v_num=9, loss/train=0.148, alignment/train=0.0822, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 8%|▊ | 39/469 [00:04<00:54, 7.89it/s, v_num=9, loss/train=0.148, alignment/train=0.0822, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 8%|▊ | 39/469 [00:04<00:54, 7.88it/s, v_num=9, loss/train=0.169, alignment/train=0.0768, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 9%|▊ | 40/469 [00:05<00:53, 8.00it/s, v_num=9, loss/train=0.169, alignment/train=0.0768, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 9%|▊ | 40/469 [00:05<00:53, 7.99it/s, v_num=9, loss/train=0.177, alignment/train=0.0785, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 9%|▊ | 41/469 [00:05<00:53, 8.06it/s, v_num=9, loss/train=0.177, alignment/train=0.0785, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 9%|▊ | 41/469 [00:05<00:53, 8.06it/s, v_num=9, loss/train=0.157, alignment/train=0.0802, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 9%|▉ | 42/469 [00:05<00:52, 8.09it/s, v_num=9, loss/train=0.157, alignment/train=0.0802, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 9%|▉ | 42/469 [00:05<00:52, 8.08it/s, v_num=9, loss/train=0.165, alignment/train=0.0751, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 9%|▉ | 43/469 [00:05<00:52, 8.12it/s, v_num=9, loss/train=0.165, alignment/train=0.0751, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 9%|▉ | 43/469 [00:05<00:52, 8.12it/s, v_num=9, loss/train=0.161, alignment/train=0.0803, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 9%|▉ | 44/469 [00:05<00:52, 8.12it/s, v_num=9, loss/train=0.161, alignment/train=0.0803, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 9%|▉ | 44/469 [00:05<00:52, 8.12it/s, v_num=9, loss/train=0.167, alignment/train=0.0824, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 10%|▉ | 45/469 [00:05<00:51, 8.22it/s, v_num=9, loss/train=0.167, alignment/train=0.0824, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 10%|▉ | 45/469 [00:05<00:51, 8.22it/s, v_num=9, loss/train=0.168, alignment/train=0.075, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 10%|▉ | 46/469 [00:05<00:51, 8.28it/s, v_num=9, loss/train=0.168, alignment/train=0.075, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 10%|▉ | 46/469 [00:05<00:51, 8.27it/s, v_num=9, loss/train=0.195, alignment/train=0.0904, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 10%|█ | 47/469 [00:05<00:51, 8.27it/s, v_num=9, loss/train=0.195, alignment/train=0.0904, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 10%|█ | 47/469 [00:05<00:51, 8.26it/s, v_num=9, loss/train=0.170, alignment/train=0.0712, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 10%|█ | 48/469 [00:05<00:50, 8.31it/s, v_num=9, loss/train=0.170, alignment/train=0.0712, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 10%|█ | 48/469 [00:05<00:50, 8.30it/s, v_num=9, loss/train=0.138, alignment/train=0.0679, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 10%|█ | 49/469 [00:05<00:50, 8.38it/s, v_num=9, loss/train=0.138, alignment/train=0.0679, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 10%|█ | 49/469 [00:05<00:50, 8.38it/s, v_num=9, loss/train=0.172, alignment/train=0.0887, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 11%|█ | 50/469 [00:05<00:49, 8.41it/s, v_num=9, loss/train=0.172, alignment/train=0.0887, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 11%|█ | 50/469 [00:05<00:49, 8.41it/s, v_num=9, loss/train=0.198, alignment/train=0.0932, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 11%|█ | 51/469 [00:06<00:49, 8.50it/s, v_num=9, loss/train=0.198, alignment/train=0.0932, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 11%|█ | 51/469 [00:06<00:49, 8.49it/s, v_num=9, loss/train=0.145, alignment/train=0.0764, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 11%|█ | 52/469 [00:06<00:48, 8.53it/s, v_num=9, loss/train=0.145, alignment/train=0.0764, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 11%|█ | 52/469 [00:06<00:48, 8.53it/s, v_num=9, loss/train=0.174, alignment/train=0.0778, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 11%|█▏ | 53/469 [00:06<00:48, 8.53it/s, v_num=9, loss/train=0.174, alignment/train=0.0778, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 11%|█▏ | 53/469 [00:06<00:48, 8.53it/s, v_num=9, loss/train=0.169, alignment/train=0.0727, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 12%|█▏ | 54/469 [00:06<00:48, 8.56it/s, v_num=9, loss/train=0.169, alignment/train=0.0727, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 12%|█▏ | 54/469 [00:06<00:48, 8.56it/s, v_num=9, loss/train=0.141, alignment/train=0.0735, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 12%|█▏ | 55/469 [00:06<00:47, 8.63it/s, v_num=9, loss/train=0.141, alignment/train=0.0735, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 12%|█▏ | 55/469 [00:06<00:47, 8.63it/s, v_num=9, loss/train=0.192, alignment/train=0.0739, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 12%|█▏ | 56/469 [00:06<00:47, 8.69it/s, v_num=9, loss/train=0.192, alignment/train=0.0739, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 12%|█▏ | 56/469 [00:06<00:47, 8.69it/s, v_num=9, loss/train=0.168, alignment/train=0.0794, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 12%|█▏ | 57/469 [00:06<00:47, 8.76it/s, v_num=9, loss/train=0.168, alignment/train=0.0794, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 12%|█▏ | 57/469 [00:06<00:47, 8.76it/s, v_num=9, loss/train=0.158, alignment/train=0.0852, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 12%|█▏ | 58/469 [00:06<00:47, 8.71it/s, v_num=9, loss/train=0.158, alignment/train=0.0852, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 12%|█▏ | 58/469 [00:06<00:47, 8.71it/s, v_num=9, loss/train=0.184, alignment/train=0.0819, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 13%|█▎ | 59/469 [00:06<00:46, 8.75it/s, v_num=9, loss/train=0.184, alignment/train=0.0819, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 13%|█▎ | 59/469 [00:06<00:46, 8.75it/s, v_num=9, loss/train=0.194, alignment/train=0.0808, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 13%|█▎ | 60/469 [00:06<00:46, 8.80it/s, v_num=9, loss/train=0.194, alignment/train=0.0808, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 13%|█▎ | 60/469 [00:06<00:46, 8.80it/s, v_num=9, loss/train=0.154, alignment/train=0.0763, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 13%|█▎ | 61/469 [00:06<00:46, 8.87it/s, v_num=9, loss/train=0.154, alignment/train=0.0763, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 13%|█▎ | 61/469 [00:06<00:46, 8.87it/s, v_num=9, loss/train=0.162, alignment/train=0.0807, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 13%|█▎ | 62/469 [00:06<00:45, 8.86it/s, v_num=9, loss/train=0.162, alignment/train=0.0807, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 13%|█▎ | 62/469 [00:06<00:45, 8.86it/s, v_num=9, loss/train=0.161, alignment/train=0.0634, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 13%|█▎ | 63/469 [00:07<00:45, 8.93it/s, v_num=9, loss/train=0.161, alignment/train=0.0634, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 13%|█▎ | 63/469 [00:07<00:45, 8.93it/s, v_num=9, loss/train=0.156, alignment/train=0.0675, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 14%|█▎ | 64/469 [00:07<00:45, 8.92it/s, v_num=9, loss/train=0.156, alignment/train=0.0675, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 14%|█▎ | 64/469 [00:07<00:45, 8.92it/s, v_num=9, loss/train=0.169, alignment/train=0.0798, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 14%|█▍ | 65/469 [00:07<00:45, 8.92it/s, v_num=9, loss/train=0.169, alignment/train=0.0798, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 14%|█▍ | 65/469 [00:07<00:45, 8.92it/s, v_num=9, loss/train=0.166, alignment/train=0.0775, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 14%|█▍ | 66/469 [00:07<00:44, 8.97it/s, v_num=9, loss/train=0.166, alignment/train=0.0775, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 14%|█▍ | 66/469 [00:07<00:44, 8.96it/s, v_num=9, loss/train=0.158, alignment/train=0.0762, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 14%|█▍ | 67/469 [00:07<00:44, 9.02it/s, v_num=9, loss/train=0.158, alignment/train=0.0762, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 14%|█▍ | 67/469 [00:07<00:44, 9.02it/s, v_num=9, loss/train=0.207, alignment/train=0.088, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 14%|█▍ | 68/469 [00:07<00:44, 9.00it/s, v_num=9, loss/train=0.207, alignment/train=0.088, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 14%|█▍ | 68/469 [00:07<00:44, 9.00it/s, v_num=9, loss/train=0.173, alignment/train=0.0689, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 15%|█▍ | 69/469 [00:07<00:44, 9.07it/s, v_num=9, loss/train=0.173, alignment/train=0.0689, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 15%|█▍ | 69/469 [00:07<00:44, 9.07it/s, v_num=9, loss/train=0.187, alignment/train=0.0843, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 15%|█▍ | 70/469 [00:07<00:43, 9.11it/s, v_num=9, loss/train=0.187, alignment/train=0.0843, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 15%|█▍ | 70/469 [00:07<00:43, 9.11it/s, v_num=9, loss/train=0.167, alignment/train=0.0781, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 15%|█▌ | 71/469 [00:07<00:43, 9.12it/s, v_num=9, loss/train=0.167, alignment/train=0.0781, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 15%|█▌ | 71/469 [00:07<00:43, 9.12it/s, v_num=9, loss/train=0.195, alignment/train=0.0756, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 15%|█▌ | 72/469 [00:07<00:43, 9.13it/s, v_num=9, loss/train=0.195, alignment/train=0.0756, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 15%|█▌ | 72/469 [00:07<00:43, 9.13it/s, v_num=9, loss/train=0.154, alignment/train=0.0797, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 16%|█▌ | 73/469 [00:07<00:43, 9.19it/s, v_num=9, loss/train=0.154, alignment/train=0.0797, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 16%|█▌ | 73/469 [00:07<00:43, 9.19it/s, v_num=9, loss/train=0.205, alignment/train=0.0794, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 16%|█▌ | 74/469 [00:08<00:42, 9.20it/s, v_num=9, loss/train=0.205, alignment/train=0.0794, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 16%|█▌ | 74/469 [00:08<00:42, 9.20it/s, v_num=9, loss/train=0.150, alignment/train=0.0759, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 16%|█▌ | 75/469 [00:08<00:42, 9.25it/s, v_num=9, loss/train=0.150, alignment/train=0.0759, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 16%|█▌ | 75/469 [00:08<00:42, 9.25it/s, v_num=9, loss/train=0.146, alignment/train=0.086, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 16%|█▌ | 76/469 [00:08<00:42, 9.26it/s, v_num=9, loss/train=0.146, alignment/train=0.086, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 16%|█▌ | 76/469 [00:08<00:42, 9.26it/s, v_num=9, loss/train=0.163, alignment/train=0.0788, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 16%|█▋ | 77/469 [00:08<00:42, 9.22it/s, v_num=9, loss/train=0.163, alignment/train=0.0788, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 16%|█▋ | 77/469 [00:08<00:42, 9.22it/s, v_num=9, loss/train=0.187, alignment/train=0.0835, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 17%|█▋ | 78/469 [00:08<00:42, 9.27it/s, v_num=9, loss/train=0.187, alignment/train=0.0835, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 17%|█▋ | 78/469 [00:08<00:42, 9.27it/s, v_num=9, loss/train=0.148, alignment/train=0.0791, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 17%|█▋ | 79/469 [00:08<00:41, 9.33it/s, v_num=9, loss/train=0.148, alignment/train=0.0791, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 17%|█▋ | 79/469 [00:08<00:41, 9.33it/s, v_num=9, loss/train=0.193, alignment/train=0.0889, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 17%|█▋ | 80/469 [00:08<00:41, 9.32it/s, v_num=9, loss/train=0.193, alignment/train=0.0889, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 17%|█▋ | 80/469 [00:08<00:41, 9.32it/s, v_num=9, loss/train=0.168, alignment/train=0.0711, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 17%|█▋ | 81/469 [00:08<00:41, 9.34it/s, v_num=9, loss/train=0.168, alignment/train=0.0711, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 17%|█▋ | 81/469 [00:08<00:41, 9.34it/s, v_num=9, loss/train=0.187, alignment/train=0.0724, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 17%|█▋ | 82/469 [00:08<00:41, 9.35it/s, v_num=9, loss/train=0.187, alignment/train=0.0724, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 17%|█▋ | 82/469 [00:08<00:41, 9.35it/s, v_num=9, loss/train=0.155, alignment/train=0.0706, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 18%|█▊ | 83/469 [00:08<00:41, 9.37it/s, v_num=9, loss/train=0.155, alignment/train=0.0706, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 18%|█▊ | 83/469 [00:08<00:41, 9.37it/s, v_num=9, loss/train=0.138, alignment/train=0.0739, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 18%|█▊ | 84/469 [00:08<00:40, 9.40it/s, v_num=9, loss/train=0.138, alignment/train=0.0739, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 18%|█▊ | 84/469 [00:08<00:40, 9.40it/s, v_num=9, loss/train=0.162, alignment/train=0.0804, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 18%|█▊ | 85/469 [00:08<00:40, 9.45it/s, v_num=9, loss/train=0.162, alignment/train=0.0804, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 18%|█▊ | 85/469 [00:08<00:40, 9.45it/s, v_num=9, loss/train=0.164, alignment/train=0.0723, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 18%|█▊ | 86/469 [00:09<00:40, 9.47it/s, v_num=9, loss/train=0.164, alignment/train=0.0723, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 18%|█▊ | 86/469 [00:09<00:40, 9.46it/s, v_num=9, loss/train=0.163, alignment/train=0.0873, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 19%|█▊ | 87/469 [00:09<00:40, 9.46it/s, v_num=9, loss/train=0.163, alignment/train=0.0873, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 19%|█▊ | 87/469 [00:09<00:40, 9.46it/s, v_num=9, loss/train=0.194, alignment/train=0.083, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 19%|█▉ | 88/469 [00:09<00:40, 9.47it/s, v_num=9, loss/train=0.194, alignment/train=0.083, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 19%|█▉ | 88/469 [00:09<00:40, 9.47it/s, v_num=9, loss/train=0.195, alignment/train=0.0816, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 19%|█▉ | 89/469 [00:09<00:39, 9.50it/s, v_num=9, loss/train=0.195, alignment/train=0.0816, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 19%|█▉ | 89/469 [00:09<00:39, 9.50it/s, v_num=9, loss/train=0.169, alignment/train=0.0886, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 19%|█▉ | 90/469 [00:09<00:39, 9.52it/s, v_num=9, loss/train=0.169, alignment/train=0.0886, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 19%|█▉ | 90/469 [00:09<00:39, 9.52it/s, v_num=9, loss/train=0.152, alignment/train=0.0764, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 19%|█▉ | 91/469 [00:09<00:39, 9.53it/s, v_num=9, loss/train=0.152, alignment/train=0.0764, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 19%|█▉ | 91/469 [00:09<00:39, 9.53it/s, v_num=9, loss/train=0.144, alignment/train=0.083, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 20%|█▉ | 92/469 [00:09<00:39, 9.57it/s, v_num=9, loss/train=0.144, alignment/train=0.083, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 20%|█▉ | 92/469 [00:09<00:39, 9.57it/s, v_num=9, loss/train=0.156, alignment/train=0.0788, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 20%|█▉ | 93/469 [00:09<00:39, 9.54it/s, v_num=9, loss/train=0.156, alignment/train=0.0788, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 20%|█▉ | 93/469 [00:09<00:39, 9.54it/s, v_num=9, loss/train=0.164, alignment/train=0.0898, uniformity/train=-3.58, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 20%|██ | 94/469 [00:09<00:39, 9.54it/s, v_num=9, loss/train=0.164, alignment/train=0.0898, uniformity/train=-3.58, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 20%|██ | 94/469 [00:09<00:39, 9.54it/s, v_num=9, loss/train=0.162, alignment/train=0.074, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 20%|██ | 95/469 [00:09<00:39, 9.59it/s, v_num=9, loss/train=0.162, alignment/train=0.074, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 20%|██ | 95/469 [00:09<00:39, 9.59it/s, v_num=9, loss/train=0.156, alignment/train=0.0691, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 20%|██ | 96/469 [00:10<00:38, 9.59it/s, v_num=9, loss/train=0.156, alignment/train=0.0691, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 20%|██ | 96/469 [00:10<00:38, 9.59it/s, v_num=9, loss/train=0.201, alignment/train=0.0853, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 21%|██ | 97/469 [00:10<00:38, 9.61it/s, v_num=9, loss/train=0.201, alignment/train=0.0853, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 21%|██ | 97/469 [00:10<00:38, 9.61it/s, v_num=9, loss/train=0.132, alignment/train=0.0694, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 21%|██ | 98/469 [00:10<00:38, 9.66it/s, v_num=9, loss/train=0.132, alignment/train=0.0694, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 21%|██ | 98/469 [00:10<00:38, 9.66it/s, v_num=9, loss/train=0.179, alignment/train=0.0761, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 21%|██ | 99/469 [00:10<00:38, 9.69it/s, v_num=9, loss/train=0.179, alignment/train=0.0761, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 21%|██ | 99/469 [00:10<00:38, 9.69it/s, v_num=9, loss/train=0.131, alignment/train=0.0676, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 21%|██▏ | 100/469 [00:10<00:37, 9.73it/s, v_num=9, loss/train=0.131, alignment/train=0.0676, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 21%|██▏ | 100/469 [00:10<00:37, 9.73it/s, v_num=9, loss/train=0.152, alignment/train=0.0723, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 22%|██▏ | 101/469 [00:10<00:37, 9.70it/s, v_num=9, loss/train=0.152, alignment/train=0.0723, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 22%|██▏ | 101/469 [00:10<00:37, 9.70it/s, v_num=9, loss/train=0.150, alignment/train=0.0762, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 22%|██▏ | 102/469 [00:10<00:37, 9.70it/s, v_num=9, loss/train=0.150, alignment/train=0.0762, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 22%|██▏ | 102/469 [00:10<00:37, 9.70it/s, v_num=9, loss/train=0.161, alignment/train=0.0765, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 22%|██▏ | 103/469 [00:10<00:37, 9.71it/s, v_num=9, loss/train=0.161, alignment/train=0.0765, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 22%|██▏ | 103/469 [00:10<00:37, 9.71it/s, v_num=9, loss/train=0.169, alignment/train=0.0857, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 22%|██▏ | 104/469 [00:10<00:37, 9.71it/s, v_num=9, loss/train=0.169, alignment/train=0.0857, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 22%|██▏ | 104/469 [00:10<00:37, 9.71it/s, v_num=9, loss/train=0.166, alignment/train=0.0821, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 22%|██▏ | 105/469 [00:10<00:37, 9.73it/s, v_num=9, loss/train=0.166, alignment/train=0.0821, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 22%|██▏ | 105/469 [00:10<00:37, 9.73it/s, v_num=9, loss/train=0.197, alignment/train=0.0769, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 23%|██▎ | 106/469 [00:10<00:37, 9.74it/s, v_num=9, loss/train=0.197, alignment/train=0.0769, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 23%|██▎ | 106/469 [00:10<00:37, 9.74it/s, v_num=9, loss/train=0.158, alignment/train=0.0754, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 23%|██▎ | 107/469 [00:10<00:37, 9.78it/s, v_num=9, loss/train=0.158, alignment/train=0.0754, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 23%|██▎ | 107/469 [00:10<00:37, 9.78it/s, v_num=9, loss/train=0.199, alignment/train=0.088, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 23%|██▎ | 108/469 [00:11<00:36, 9.78it/s, v_num=9, loss/train=0.199, alignment/train=0.088, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 23%|██▎ | 108/469 [00:11<00:36, 9.78it/s, v_num=9, loss/train=0.162, alignment/train=0.0807, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 23%|██▎ | 109/469 [00:11<00:36, 9.79it/s, v_num=9, loss/train=0.162, alignment/train=0.0807, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 23%|██▎ | 109/469 [00:11<00:36, 9.79it/s, v_num=9, loss/train=0.143, alignment/train=0.0731, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 23%|██▎ | 110/469 [00:11<00:36, 9.83it/s, v_num=9, loss/train=0.143, alignment/train=0.0731, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 23%|██▎ | 110/469 [00:11<00:36, 9.83it/s, v_num=9, loss/train=0.148, alignment/train=0.0833, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 24%|██▎ | 111/469 [00:11<00:36, 9.82it/s, v_num=9, loss/train=0.148, alignment/train=0.0833, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 24%|██▎ | 111/469 [00:11<00:36, 9.82it/s, v_num=9, loss/train=0.163, alignment/train=0.0764, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 24%|██▍ | 112/469 [00:11<00:36, 9.81it/s, v_num=9, loss/train=0.163, alignment/train=0.0764, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 24%|██▍ | 112/469 [00:11<00:36, 9.81it/s, v_num=9, loss/train=0.143, alignment/train=0.0694, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 24%|██▍ | 113/469 [00:11<00:36, 9.81it/s, v_num=9, loss/train=0.143, alignment/train=0.0694, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 24%|██▍ | 113/469 [00:11<00:36, 9.81it/s, v_num=9, loss/train=0.189, alignment/train=0.074, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 24%|██▍ | 114/469 [00:11<00:36, 9.85it/s, v_num=9, loss/train=0.189, alignment/train=0.074, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 24%|██▍ | 114/469 [00:11<00:36, 9.85it/s, v_num=9, loss/train=0.178, alignment/train=0.083, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 25%|██▍ | 115/469 [00:11<00:35, 9.85it/s, v_num=9, loss/train=0.178, alignment/train=0.083, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 25%|██▍ | 115/469 [00:11<00:35, 9.85it/s, v_num=9, loss/train=0.199, alignment/train=0.0646, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 25%|██▍ | 116/469 [00:11<00:35, 9.87it/s, v_num=9, loss/train=0.199, alignment/train=0.0646, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 25%|██▍ | 116/469 [00:11<00:35, 9.87it/s, v_num=9, loss/train=0.147, alignment/train=0.0779, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 25%|██▍ | 117/469 [00:11<00:35, 9.90it/s, v_num=9, loss/train=0.147, alignment/train=0.0779, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 25%|██▍ | 117/469 [00:11<00:35, 9.90it/s, v_num=9, loss/train=0.147, alignment/train=0.0772, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 25%|██▌ | 118/469 [00:11<00:35, 9.94it/s, v_num=9, loss/train=0.147, alignment/train=0.0772, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 25%|██▌ | 118/469 [00:11<00:35, 9.94it/s, v_num=9, loss/train=0.196, alignment/train=0.0714, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 25%|██▌ | 119/469 [00:12<00:35, 9.91it/s, v_num=9, loss/train=0.196, alignment/train=0.0714, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 25%|██▌ | 119/469 [00:12<00:35, 9.91it/s, v_num=9, loss/train=0.134, alignment/train=0.0741, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 26%|██▌ | 120/469 [00:12<00:35, 9.90it/s, v_num=9, loss/train=0.134, alignment/train=0.0741, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 26%|██▌ | 120/469 [00:12<00:35, 9.90it/s, v_num=9, loss/train=0.162, alignment/train=0.0748, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 26%|██▌ | 121/469 [00:12<00:35, 9.93it/s, v_num=9, loss/train=0.162, alignment/train=0.0748, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 26%|██▌ | 121/469 [00:12<00:35, 9.93it/s, v_num=9, loss/train=0.156, alignment/train=0.0795, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 26%|██▌ | 122/469 [00:12<00:34, 9.93it/s, v_num=9, loss/train=0.156, alignment/train=0.0795, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 26%|██▌ | 122/469 [00:12<00:34, 9.93it/s, v_num=9, loss/train=0.159, alignment/train=0.0828, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 26%|██▌ | 123/469 [00:12<00:34, 9.94it/s, v_num=9, loss/train=0.159, alignment/train=0.0828, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 26%|██▌ | 123/469 [00:12<00:34, 9.94it/s, v_num=9, loss/train=0.169, alignment/train=0.0838, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 26%|██▋ | 124/469 [00:12<00:34, 9.94it/s, v_num=9, loss/train=0.169, alignment/train=0.0838, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 26%|██▋ | 124/469 [00:12<00:34, 9.94it/s, v_num=9, loss/train=0.134, alignment/train=0.0775, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 27%|██▋ | 125/469 [00:12<00:34, 9.95it/s, v_num=9, loss/train=0.134, alignment/train=0.0775, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 27%|██▋ | 125/469 [00:12<00:34, 9.95it/s, v_num=9, loss/train=0.150, alignment/train=0.0704, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 27%|██▋ | 126/469 [00:12<00:34, 9.97it/s, v_num=9, loss/train=0.150, alignment/train=0.0704, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 27%|██▋ | 126/469 [00:12<00:34, 9.97it/s, v_num=9, loss/train=0.162, alignment/train=0.0746, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 27%|██▋ | 127/469 [00:12<00:34, 9.99it/s, v_num=9, loss/train=0.162, alignment/train=0.0746, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 27%|██▋ | 127/469 [00:12<00:34, 9.99it/s, v_num=9, loss/train=0.163, alignment/train=0.0786, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 27%|██▋ | 128/469 [00:12<00:34, 9.97it/s, v_num=9, loss/train=0.163, alignment/train=0.0786, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 27%|██▋ | 128/469 [00:12<00:34, 9.97it/s, v_num=9, loss/train=0.164, alignment/train=0.0925, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 28%|██▊ | 129/469 [00:12<00:34, 9.99it/s, v_num=9, loss/train=0.164, alignment/train=0.0925, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 28%|██▊ | 129/469 [00:12<00:34, 9.99it/s, v_num=9, loss/train=0.166, alignment/train=0.0795, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 28%|██▊ | 130/469 [00:12<00:33, 10.01it/s, v_num=9, loss/train=0.166, alignment/train=0.0795, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 28%|██▊ | 130/469 [00:12<00:33, 10.01it/s, v_num=9, loss/train=0.115, alignment/train=0.071, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 28%|██▊ | 131/469 [00:13<00:33, 10.05it/s, v_num=9, loss/train=0.115, alignment/train=0.071, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 28%|██▊ | 131/469 [00:13<00:33, 10.04it/s, v_num=9, loss/train=0.183, alignment/train=0.0776, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 28%|██▊ | 132/469 [00:13<00:33, 10.05it/s, v_num=9, loss/train=0.183, alignment/train=0.0776, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 28%|██▊ | 132/469 [00:13<00:33, 10.05it/s, v_num=9, loss/train=0.149, alignment/train=0.0775, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 28%|██▊ | 133/469 [00:13<00:33, 10.02it/s, v_num=9, loss/train=0.149, alignment/train=0.0775, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 28%|██▊ | 133/469 [00:13<00:33, 10.02it/s, v_num=9, loss/train=0.180, alignment/train=0.0792, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 29%|██▊ | 134/469 [00:13<00:33, 10.05it/s, v_num=9, loss/train=0.180, alignment/train=0.0792, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 29%|██▊ | 134/469 [00:13<00:33, 10.05it/s, v_num=9, loss/train=0.152, alignment/train=0.0775, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 29%|██▉ | 135/469 [00:13<00:33, 10.05it/s, v_num=9, loss/train=0.152, alignment/train=0.0775, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 29%|██▉ | 135/469 [00:13<00:33, 10.05it/s, v_num=9, loss/train=0.179, alignment/train=0.0766, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 29%|██▉ | 136/469 [00:13<00:33, 10.08it/s, v_num=9, loss/train=0.179, alignment/train=0.0766, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 29%|██▉ | 136/469 [00:13<00:33, 10.08it/s, v_num=9, loss/train=0.180, alignment/train=0.0815, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 29%|██▉ | 137/469 [00:13<00:32, 10.09it/s, v_num=9, loss/train=0.180, alignment/train=0.0815, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 29%|██▉ | 137/469 [00:13<00:32, 10.09it/s, v_num=9, loss/train=0.182, alignment/train=0.0712, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 29%|██▉ | 138/469 [00:13<00:32, 10.12it/s, v_num=9, loss/train=0.182, alignment/train=0.0712, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 29%|██▉ | 138/469 [00:13<00:32, 10.11it/s, v_num=9, loss/train=0.170, alignment/train=0.0805, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 30%|██▉ | 139/469 [00:13<00:32, 10.15it/s, v_num=9, loss/train=0.170, alignment/train=0.0805, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 30%|██▉ | 139/469 [00:13<00:32, 10.14it/s, v_num=9, loss/train=0.177, alignment/train=0.0807, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 30%|██▉ | 140/469 [00:13<00:32, 10.14it/s, v_num=9, loss/train=0.177, alignment/train=0.0807, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 30%|██▉ | 140/469 [00:13<00:32, 10.14it/s, v_num=9, loss/train=0.160, alignment/train=0.0816, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 30%|███ | 141/469 [00:13<00:32, 10.13it/s, v_num=9, loss/train=0.160, alignment/train=0.0816, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 30%|███ | 141/469 [00:13<00:32, 10.13it/s, v_num=9, loss/train=0.166, alignment/train=0.0769, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 30%|███ | 142/469 [00:14<00:32, 10.10it/s, v_num=9, loss/train=0.166, alignment/train=0.0769, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 30%|███ | 142/469 [00:14<00:32, 10.10it/s, v_num=9, loss/train=0.167, alignment/train=0.0731, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 30%|███ | 143/469 [00:14<00:32, 10.13it/s, v_num=9, loss/train=0.167, alignment/train=0.0731, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 30%|███ | 143/469 [00:14<00:32, 10.13it/s, v_num=9, loss/train=0.152, alignment/train=0.0878, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 31%|███ | 144/469 [00:14<00:31, 10.16it/s, v_num=9, loss/train=0.152, alignment/train=0.0878, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 31%|███ | 144/469 [00:14<00:32, 10.16it/s, v_num=9, loss/train=0.154, alignment/train=0.073, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 31%|███ | 145/469 [00:14<00:31, 10.14it/s, v_num=9, loss/train=0.154, alignment/train=0.073, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 31%|███ | 145/469 [00:14<00:31, 10.14it/s, v_num=9, loss/train=0.178, alignment/train=0.0783, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 31%|███ | 146/469 [00:14<00:31, 10.10it/s, v_num=9, loss/train=0.178, alignment/train=0.0783, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 31%|███ | 146/469 [00:14<00:31, 10.10it/s, v_num=9, loss/train=0.204, alignment/train=0.0825, uniformity/train=-3.55, contrastive_acc/train=0.988, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 31%|███▏ | 147/469 [00:14<00:31, 10.12it/s, v_num=9, loss/train=0.204, alignment/train=0.0825, uniformity/train=-3.55, contrastive_acc/train=0.988, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 31%|███▏ | 147/469 [00:14<00:31, 10.12it/s, v_num=9, loss/train=0.130, alignment/train=0.0779, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 32%|███▏ | 148/469 [00:14<00:31, 10.15it/s, v_num=9, loss/train=0.130, alignment/train=0.0779, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 32%|███▏ | 148/469 [00:14<00:31, 10.15it/s, v_num=9, loss/train=0.156, alignment/train=0.0665, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 32%|███▏ | 149/469 [00:14<00:31, 10.18it/s, v_num=9, loss/train=0.156, alignment/train=0.0665, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 32%|███▏ | 149/469 [00:14<00:31, 10.18it/s, v_num=9, loss/train=0.191, alignment/train=0.0817, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 32%|███▏ | 150/469 [00:14<00:31, 10.14it/s, v_num=9, loss/train=0.191, alignment/train=0.0817, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 32%|███▏ | 150/469 [00:14<00:31, 10.13it/s, v_num=9, loss/train=0.156, alignment/train=0.0769, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 32%|███▏ | 151/469 [00:14<00:31, 10.12it/s, v_num=9, loss/train=0.156, alignment/train=0.0769, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 32%|███▏ | 151/469 [00:14<00:31, 10.12it/s, v_num=9, loss/train=0.152, alignment/train=0.0823, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 32%|███▏ | 152/469 [00:14<00:31, 10.15it/s, v_num=9, loss/train=0.152, alignment/train=0.0823, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 32%|███▏ | 152/469 [00:14<00:31, 10.15it/s, v_num=9, loss/train=0.181, alignment/train=0.0748, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 33%|███▎ | 153/469 [00:15<00:31, 10.18it/s, v_num=9, loss/train=0.181, alignment/train=0.0748, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 33%|███▎ | 153/469 [00:15<00:31, 10.18it/s, v_num=9, loss/train=0.144, alignment/train=0.0718, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 33%|███▎ | 154/469 [00:15<00:30, 10.17it/s, v_num=9, loss/train=0.144, alignment/train=0.0718, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 33%|███▎ | 154/469 [00:15<00:30, 10.17it/s, v_num=9, loss/train=0.135, alignment/train=0.0683, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 33%|███▎ | 155/469 [00:15<00:30, 10.16it/s, v_num=9, loss/train=0.135, alignment/train=0.0683, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 33%|███▎ | 155/469 [00:15<00:30, 10.16it/s, v_num=9, loss/train=0.152, alignment/train=0.0847, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 33%|███▎ | 156/469 [00:15<00:30, 10.18it/s, v_num=9, loss/train=0.152, alignment/train=0.0847, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 33%|███▎ | 156/469 [00:15<00:30, 10.18it/s, v_num=9, loss/train=0.170, alignment/train=0.0873, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 33%|███▎ | 157/469 [00:15<00:30, 10.19it/s, v_num=9, loss/train=0.170, alignment/train=0.0873, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 33%|███▎ | 157/469 [00:15<00:30, 10.19it/s, v_num=9, loss/train=0.181, alignment/train=0.0831, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 34%|███▎ | 158/469 [00:15<00:30, 10.20it/s, v_num=9, loss/train=0.181, alignment/train=0.0831, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 34%|███▎ | 158/469 [00:15<00:30, 10.20it/s, v_num=9, loss/train=0.190, alignment/train=0.0812, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 34%|███▍ | 159/469 [00:15<00:30, 10.23it/s, v_num=9, loss/train=0.190, alignment/train=0.0812, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 34%|███▍ | 159/469 [00:15<00:30, 10.23it/s, v_num=9, loss/train=0.167, alignment/train=0.0854, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 34%|███▍ | 160/469 [00:15<00:30, 10.24it/s, v_num=9, loss/train=0.167, alignment/train=0.0854, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 34%|███▍ | 160/469 [00:15<00:30, 10.24it/s, v_num=9, loss/train=0.173, alignment/train=0.0692, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 34%|███▍ | 161/469 [00:15<00:30, 10.23it/s, v_num=9, loss/train=0.173, alignment/train=0.0692, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 34%|███▍ | 161/469 [00:15<00:30, 10.23it/s, v_num=9, loss/train=0.170, alignment/train=0.0808, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 35%|███▍ | 162/469 [00:15<00:30, 10.22it/s, v_num=9, loss/train=0.170, alignment/train=0.0808, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 35%|███▍ | 162/469 [00:15<00:30, 10.22it/s, v_num=9, loss/train=0.137, alignment/train=0.0741, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 35%|███▍ | 163/469 [00:15<00:29, 10.24it/s, v_num=9, loss/train=0.137, alignment/train=0.0741, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 35%|███▍ | 163/469 [00:15<00:29, 10.24it/s, v_num=9, loss/train=0.137, alignment/train=0.0653, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 35%|███▍ | 164/469 [00:16<00:29, 10.25it/s, v_num=9, loss/train=0.137, alignment/train=0.0653, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 35%|███▍ | 164/469 [00:16<00:29, 10.25it/s, v_num=9, loss/train=0.161, alignment/train=0.0754, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 35%|███▌ | 165/469 [00:16<00:29, 10.25it/s, v_num=9, loss/train=0.161, alignment/train=0.0754, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 35%|███▌ | 165/469 [00:16<00:29, 10.25it/s, v_num=9, loss/train=0.166, alignment/train=0.0758, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 35%|███▌ | 166/469 [00:16<00:29, 10.24it/s, v_num=9, loss/train=0.166, alignment/train=0.0758, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 35%|███▌ | 166/469 [00:16<00:29, 10.24it/s, v_num=9, loss/train=0.142, alignment/train=0.0706, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 36%|███▌ | 167/469 [00:16<00:29, 10.25it/s, v_num=9, loss/train=0.142, alignment/train=0.0706, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 36%|███▌ | 167/469 [00:16<00:29, 10.25it/s, v_num=9, loss/train=0.155, alignment/train=0.0743, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 36%|███▌ | 168/469 [00:16<00:29, 10.27it/s, v_num=9, loss/train=0.155, alignment/train=0.0743, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 36%|███▌ | 168/469 [00:16<00:29, 10.27it/s, v_num=9, loss/train=0.158, alignment/train=0.0697, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 36%|███▌ | 169/469 [00:16<00:29, 10.27it/s, v_num=9, loss/train=0.158, alignment/train=0.0697, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 36%|███▌ | 169/469 [00:16<00:29, 10.27it/s, v_num=9, loss/train=0.167, alignment/train=0.0818, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 36%|███▌ | 170/469 [00:16<00:29, 10.29it/s, v_num=9, loss/train=0.167, alignment/train=0.0818, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 36%|███▌ | 170/469 [00:16<00:29, 10.29it/s, v_num=9, loss/train=0.171, alignment/train=0.0895, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 36%|███▋ | 171/469 [00:16<00:29, 10.26it/s, v_num=9, loss/train=0.171, alignment/train=0.0895, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 36%|███▋ | 171/469 [00:16<00:29, 10.26it/s, v_num=9, loss/train=0.163, alignment/train=0.0796, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 37%|███▋ | 172/469 [00:16<00:28, 10.25it/s, v_num=9, loss/train=0.163, alignment/train=0.0796, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 37%|███▋ | 172/469 [00:16<00:28, 10.25it/s, v_num=9, loss/train=0.140, alignment/train=0.070, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 37%|███▋ | 173/469 [00:16<00:28, 10.28it/s, v_num=9, loss/train=0.140, alignment/train=0.070, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 37%|███▋ | 173/469 [00:16<00:28, 10.28it/s, v_num=9, loss/train=0.171, alignment/train=0.079, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 37%|███▋ | 174/469 [00:16<00:28, 10.28it/s, v_num=9, loss/train=0.171, alignment/train=0.079, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 37%|███▋ | 174/469 [00:16<00:28, 10.28it/s, v_num=9, loss/train=0.150, alignment/train=0.0808, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 37%|███▋ | 175/469 [00:17<00:28, 10.27it/s, v_num=9, loss/train=0.150, alignment/train=0.0808, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 37%|███▋ | 175/469 [00:17<00:28, 10.27it/s, v_num=9, loss/train=0.160, alignment/train=0.0764, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 38%|███▊ | 176/469 [00:17<00:28, 10.29it/s, v_num=9, loss/train=0.160, alignment/train=0.0764, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 38%|███▊ | 176/469 [00:17<00:28, 10.29it/s, v_num=9, loss/train=0.166, alignment/train=0.0754, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 38%|███▊ | 177/469 [00:17<00:28, 10.32it/s, v_num=9, loss/train=0.166, alignment/train=0.0754, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 38%|███▊ | 177/469 [00:17<00:28, 10.32it/s, v_num=9, loss/train=0.161, alignment/train=0.0816, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 38%|███▊ | 178/469 [00:17<00:28, 10.30it/s, v_num=9, loss/train=0.161, alignment/train=0.0816, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 38%|███▊ | 178/469 [00:17<00:28, 10.30it/s, v_num=9, loss/train=0.172, alignment/train=0.0754, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 38%|███▊ | 179/469 [00:17<00:28, 10.30it/s, v_num=9, loss/train=0.172, alignment/train=0.0754, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 38%|███▊ | 179/469 [00:17<00:28, 10.30it/s, v_num=9, loss/train=0.155, alignment/train=0.0825, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 38%|███▊ | 180/469 [00:17<00:28, 10.31it/s, v_num=9, loss/train=0.155, alignment/train=0.0825, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 38%|███▊ | 180/469 [00:17<00:28, 10.31it/s, v_num=9, loss/train=0.140, alignment/train=0.0711, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 39%|███▊ | 181/469 [00:17<00:27, 10.32it/s, v_num=9, loss/train=0.140, alignment/train=0.0711, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 39%|███▊ | 181/469 [00:17<00:27, 10.32it/s, v_num=9, loss/train=0.153, alignment/train=0.0796, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 39%|███▉ | 182/469 [00:17<00:27, 10.32it/s, v_num=9, loss/train=0.153, alignment/train=0.0796, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 39%|███▉ | 182/469 [00:17<00:27, 10.32it/s, v_num=9, loss/train=0.156, alignment/train=0.0713, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 39%|███▉ | 183/469 [00:17<00:27, 10.34it/s, v_num=9, loss/train=0.156, alignment/train=0.0713, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 39%|███▉ | 183/469 [00:17<00:27, 10.34it/s, v_num=9, loss/train=0.153, alignment/train=0.0734, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 39%|███▉ | 184/469 [00:17<00:27, 10.31it/s, v_num=9, loss/train=0.153, alignment/train=0.0734, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 39%|███▉ | 184/469 [00:17<00:27, 10.31it/s, v_num=9, loss/train=0.155, alignment/train=0.0858, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 39%|███▉ | 185/469 [00:17<00:27, 10.33it/s, v_num=9, loss/train=0.155, alignment/train=0.0858, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 39%|███▉ | 185/469 [00:17<00:27, 10.33it/s, v_num=9, loss/train=0.161, alignment/train=0.088, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 40%|███▉ | 186/469 [00:17<00:27, 10.35it/s, v_num=9, loss/train=0.161, alignment/train=0.088, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 40%|███▉ | 186/469 [00:17<00:27, 10.35it/s, v_num=9, loss/train=0.192, alignment/train=0.089, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 40%|███▉ | 187/469 [00:18<00:27, 10.35it/s, v_num=9, loss/train=0.192, alignment/train=0.089, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 40%|███▉ | 187/469 [00:18<00:27, 10.35it/s, v_num=9, loss/train=0.150, alignment/train=0.0717, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 40%|████ | 188/469 [00:18<00:27, 10.37it/s, v_num=9, loss/train=0.150, alignment/train=0.0717, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 40%|████ | 188/469 [00:18<00:27, 10.37it/s, v_num=9, loss/train=0.190, alignment/train=0.0724, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 40%|████ | 189/469 [00:18<00:27, 10.37it/s, v_num=9, loss/train=0.190, alignment/train=0.0724, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 40%|████ | 189/469 [00:18<00:27, 10.36it/s, v_num=9, loss/train=0.159, alignment/train=0.0708, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 41%|████ | 190/469 [00:18<00:26, 10.38it/s, v_num=9, loss/train=0.159, alignment/train=0.0708, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 41%|████ | 190/469 [00:18<00:26, 10.38it/s, v_num=9, loss/train=0.188, alignment/train=0.079, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 41%|████ | 191/469 [00:18<00:26, 10.38it/s, v_num=9, loss/train=0.188, alignment/train=0.079, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 41%|████ | 191/469 [00:18<00:26, 10.38it/s, v_num=9, loss/train=0.190, alignment/train=0.0782, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 41%|████ | 192/469 [00:18<00:26, 10.38it/s, v_num=9, loss/train=0.190, alignment/train=0.0782, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 41%|████ | 192/469 [00:18<00:26, 10.38it/s, v_num=9, loss/train=0.169, alignment/train=0.0747, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 41%|████ | 193/469 [00:18<00:26, 10.40it/s, v_num=9, loss/train=0.169, alignment/train=0.0747, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 41%|████ | 193/469 [00:18<00:26, 10.40it/s, v_num=9, loss/train=0.198, alignment/train=0.0919, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 41%|████▏ | 194/469 [00:18<00:26, 10.39it/s, v_num=9, loss/train=0.198, alignment/train=0.0919, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 41%|████▏ | 194/469 [00:18<00:26, 10.39it/s, v_num=9, loss/train=0.174, alignment/train=0.0782, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 42%|████▏ | 195/469 [00:18<00:26, 10.37it/s, v_num=9, loss/train=0.174, alignment/train=0.0782, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 42%|████▏ | 195/469 [00:18<00:26, 10.37it/s, v_num=9, loss/train=0.190, alignment/train=0.0738, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 42%|████▏ | 196/469 [00:18<00:26, 10.40it/s, v_num=9, loss/train=0.190, alignment/train=0.0738, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 42%|████▏ | 196/469 [00:18<00:26, 10.40it/s, v_num=9, loss/train=0.170, alignment/train=0.0748, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 42%|████▏ | 197/469 [00:18<00:26, 10.40it/s, v_num=9, loss/train=0.170, alignment/train=0.0748, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 42%|████▏ | 197/469 [00:18<00:26, 10.40it/s, v_num=9, loss/train=0.127, alignment/train=0.074, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 42%|████▏ | 198/469 [00:19<00:26, 10.40it/s, v_num=9, loss/train=0.127, alignment/train=0.074, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 42%|████▏ | 198/469 [00:19<00:26, 10.40it/s, v_num=9, loss/train=0.159, alignment/train=0.0764, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 42%|████▏ | 199/469 [00:19<00:25, 10.42it/s, v_num=9, loss/train=0.159, alignment/train=0.0764, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 42%|████▏ | 199/469 [00:19<00:25, 10.42it/s, v_num=9, loss/train=0.204, alignment/train=0.0925, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 43%|████▎ | 200/469 [00:19<00:25, 10.42it/s, v_num=9, loss/train=0.204, alignment/train=0.0925, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 43%|████▎ | 200/469 [00:19<00:25, 10.42it/s, v_num=9, loss/train=0.152, alignment/train=0.0821, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 43%|████▎ | 201/469 [00:19<00:25, 10.44it/s, v_num=9, loss/train=0.152, alignment/train=0.0821, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 43%|████▎ | 201/469 [00:19<00:25, 10.44it/s, v_num=9, loss/train=0.157, alignment/train=0.0716, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 43%|████▎ | 202/469 [00:19<00:25, 10.43it/s, v_num=9, loss/train=0.157, alignment/train=0.0716, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 43%|████▎ | 202/469 [00:19<00:25, 10.43it/s, v_num=9, loss/train=0.176, alignment/train=0.0829, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 43%|████▎ | 203/469 [00:19<00:25, 10.40it/s, v_num=9, loss/train=0.176, alignment/train=0.0829, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 43%|████▎ | 203/469 [00:19<00:25, 10.40it/s, v_num=9, loss/train=0.170, alignment/train=0.0805, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 43%|████▎ | 204/469 [00:19<00:25, 10.42it/s, v_num=9, loss/train=0.170, alignment/train=0.0805, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 43%|████▎ | 204/469 [00:19<00:25, 10.42it/s, v_num=9, loss/train=0.167, alignment/train=0.0791, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 44%|████▎ | 205/469 [00:19<00:25, 10.44it/s, v_num=9, loss/train=0.167, alignment/train=0.0791, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 44%|████▎ | 205/469 [00:19<00:25, 10.44it/s, v_num=9, loss/train=0.208, alignment/train=0.0767, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 44%|████▍ | 206/469 [00:19<00:25, 10.43it/s, v_num=9, loss/train=0.208, alignment/train=0.0767, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 44%|████▍ | 206/469 [00:19<00:25, 10.43it/s, v_num=9, loss/train=0.162, alignment/train=0.0773, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 44%|████▍ | 207/469 [00:19<00:25, 10.45it/s, v_num=9, loss/train=0.162, alignment/train=0.0773, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 44%|████▍ | 207/469 [00:19<00:25, 10.45it/s, v_num=9, loss/train=0.168, alignment/train=0.0937, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 44%|████▍ | 208/469 [00:19<00:24, 10.45it/s, v_num=9, loss/train=0.168, alignment/train=0.0937, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 44%|████▍ | 208/469 [00:19<00:24, 10.45it/s, v_num=9, loss/train=0.146, alignment/train=0.0666, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 45%|████▍ | 209/469 [00:20<00:24, 10.44it/s, v_num=9, loss/train=0.146, alignment/train=0.0666, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 45%|████▍ | 209/469 [00:20<00:24, 10.44it/s, v_num=9, loss/train=0.201, alignment/train=0.0884, uniformity/train=-3.56, contrastive_acc/train=0.988, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 45%|████▍ | 210/469 [00:20<00:24, 10.43it/s, v_num=9, loss/train=0.201, alignment/train=0.0884, uniformity/train=-3.56, contrastive_acc/train=0.988, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 45%|████▍ | 210/469 [00:20<00:24, 10.43it/s, v_num=9, loss/train=0.171, alignment/train=0.0787, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 45%|████▍ | 211/469 [00:20<00:24, 10.44it/s, v_num=9, loss/train=0.171, alignment/train=0.0787, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 45%|████▍ | 211/469 [00:20<00:24, 10.44it/s, v_num=9, loss/train=0.172, alignment/train=0.0756, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 45%|████▌ | 212/469 [00:20<00:24, 10.44it/s, v_num=9, loss/train=0.172, alignment/train=0.0756, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 45%|████▌ | 212/469 [00:20<00:24, 10.44it/s, v_num=9, loss/train=0.161, alignment/train=0.0812, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 45%|████▌ | 213/469 [00:20<00:24, 10.43it/s, v_num=9, loss/train=0.161, alignment/train=0.0812, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 45%|████▌ | 213/469 [00:20<00:24, 10.43it/s, v_num=9, loss/train=0.158, alignment/train=0.0701, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 46%|████▌ | 214/469 [00:20<00:24, 10.45it/s, v_num=9, loss/train=0.158, alignment/train=0.0701, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 46%|████▌ | 214/469 [00:20<00:24, 10.45it/s, v_num=9, loss/train=0.147, alignment/train=0.0818, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 46%|████▌ | 215/469 [00:20<00:24, 10.47it/s, v_num=9, loss/train=0.147, alignment/train=0.0818, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 46%|████▌ | 215/469 [00:20<00:24, 10.46it/s, v_num=9, loss/train=0.162, alignment/train=0.0691, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 46%|████▌ | 216/469 [00:20<00:24, 10.48it/s, v_num=9, loss/train=0.162, alignment/train=0.0691, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 46%|████▌ | 216/469 [00:20<00:24, 10.48it/s, v_num=9, loss/train=0.166, alignment/train=0.0697, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 46%|████▋ | 217/469 [00:20<00:24, 10.45it/s, v_num=9, loss/train=0.166, alignment/train=0.0697, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 46%|████▋ | 217/469 [00:20<00:24, 10.45it/s, v_num=9, loss/train=0.179, alignment/train=0.0676, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 46%|████▋ | 218/469 [00:20<00:24, 10.45it/s, v_num=9, loss/train=0.179, alignment/train=0.0676, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 46%|████▋ | 218/469 [00:20<00:24, 10.45it/s, v_num=9, loss/train=0.171, alignment/train=0.0824, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 47%|████▋ | 219/469 [00:20<00:23, 10.46it/s, v_num=9, loss/train=0.171, alignment/train=0.0824, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 47%|████▋ | 219/469 [00:20<00:23, 10.46it/s, v_num=9, loss/train=0.173, alignment/train=0.0768, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 47%|████▋ | 220/469 [00:21<00:23, 10.46it/s, v_num=9, loss/train=0.173, alignment/train=0.0768, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 47%|████▋ | 220/469 [00:21<00:23, 10.46it/s, v_num=9, loss/train=0.151, alignment/train=0.0715, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 47%|████▋ | 221/469 [00:21<00:23, 10.48it/s, v_num=9, loss/train=0.151, alignment/train=0.0715, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 47%|████▋ | 221/469 [00:21<00:23, 10.48it/s, v_num=9, loss/train=0.148, alignment/train=0.0721, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 47%|████▋ | 222/469 [00:21<00:23, 10.50it/s, v_num=9, loss/train=0.148, alignment/train=0.0721, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 47%|████▋ | 222/469 [00:21<00:23, 10.50it/s, v_num=9, loss/train=0.150, alignment/train=0.0793, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 48%|████▊ | 223/469 [00:21<00:23, 10.52it/s, v_num=9, loss/train=0.150, alignment/train=0.0793, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 48%|████▊ | 223/469 [00:21<00:23, 10.52it/s, v_num=9, loss/train=0.145, alignment/train=0.0634, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 48%|████▊ | 224/469 [00:21<00:23, 10.51it/s, v_num=9, loss/train=0.145, alignment/train=0.0634, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 48%|████▊ | 224/469 [00:21<00:23, 10.51it/s, v_num=9, loss/train=0.180, alignment/train=0.0716, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 48%|████▊ | 225/469 [00:21<00:23, 10.48it/s, v_num=9, loss/train=0.180, alignment/train=0.0716, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 48%|████▊ | 225/469 [00:21<00:23, 10.48it/s, v_num=9, loss/train=0.163, alignment/train=0.0807, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 48%|████▊ | 226/469 [00:21<00:23, 10.47it/s, v_num=9, loss/train=0.163, alignment/train=0.0807, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 48%|████▊ | 226/469 [00:21<00:23, 10.47it/s, v_num=9, loss/train=0.179, alignment/train=0.0774, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 48%|████▊ | 227/469 [00:21<00:23, 10.49it/s, v_num=9, loss/train=0.179, alignment/train=0.0774, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 48%|████▊ | 227/469 [00:21<00:23, 10.49it/s, v_num=9, loss/train=0.178, alignment/train=0.0852, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 49%|████▊ | 228/469 [00:21<00:22, 10.48it/s, v_num=9, loss/train=0.178, alignment/train=0.0852, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 49%|████▊ | 228/469 [00:21<00:22, 10.48it/s, v_num=9, loss/train=0.144, alignment/train=0.0769, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 49%|████▉ | 229/469 [00:21<00:22, 10.48it/s, v_num=9, loss/train=0.144, alignment/train=0.0769, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 49%|████▉ | 229/469 [00:21<00:22, 10.48it/s, v_num=9, loss/train=0.207, alignment/train=0.0773, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 49%|████▉ | 230/469 [00:21<00:22, 10.50it/s, v_num=9, loss/train=0.207, alignment/train=0.0773, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 49%|████▉ | 230/469 [00:21<00:22, 10.50it/s, v_num=9, loss/train=0.165, alignment/train=0.0765, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 49%|████▉ | 231/469 [00:21<00:22, 10.52it/s, v_num=9, loss/train=0.165, alignment/train=0.0765, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 49%|████▉ | 231/469 [00:21<00:22, 10.52it/s, v_num=9, loss/train=0.174, alignment/train=0.079, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 49%|████▉ | 232/469 [00:22<00:22, 10.53it/s, v_num=9, loss/train=0.174, alignment/train=0.079, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 49%|████▉ | 232/469 [00:22<00:22, 10.53it/s, v_num=9, loss/train=0.166, alignment/train=0.085, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 50%|████▉ | 233/469 [00:22<00:22, 10.53it/s, v_num=9, loss/train=0.166, alignment/train=0.085, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 50%|████▉ | 233/469 [00:22<00:22, 10.53it/s, v_num=9, loss/train=0.141, alignment/train=0.073, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 50%|████▉ | 234/469 [00:22<00:22, 10.51it/s, v_num=9, loss/train=0.141, alignment/train=0.073, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 50%|████▉ | 234/469 [00:22<00:22, 10.51it/s, v_num=9, loss/train=0.196, alignment/train=0.0938, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 50%|█████ | 235/469 [00:22<00:22, 10.50it/s, v_num=9, loss/train=0.196, alignment/train=0.0938, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 50%|█████ | 235/469 [00:22<00:22, 10.50it/s, v_num=9, loss/train=0.149, alignment/train=0.0746, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 50%|█████ | 236/469 [00:22<00:22, 10.51it/s, v_num=9, loss/train=0.149, alignment/train=0.0746, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 50%|█████ | 236/469 [00:22<00:22, 10.51it/s, v_num=9, loss/train=0.187, alignment/train=0.0925, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 51%|█████ | 237/469 [00:22<00:22, 10.53it/s, v_num=9, loss/train=0.187, alignment/train=0.0925, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 51%|█████ | 237/469 [00:22<00:22, 10.53it/s, v_num=9, loss/train=0.141, alignment/train=0.0692, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 51%|█████ | 238/469 [00:22<00:21, 10.50it/s, v_num=9, loss/train=0.141, alignment/train=0.0692, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 51%|█████ | 238/469 [00:22<00:21, 10.50it/s, v_num=9, loss/train=0.160, alignment/train=0.0774, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 51%|█████ | 239/469 [00:22<00:21, 10.51it/s, v_num=9, loss/train=0.160, alignment/train=0.0774, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 51%|█████ | 239/469 [00:22<00:21, 10.51it/s, v_num=9, loss/train=0.153, alignment/train=0.0731, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 51%|█████ | 240/469 [00:22<00:21, 10.53it/s, v_num=9, loss/train=0.153, alignment/train=0.0731, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 51%|█████ | 240/469 [00:22<00:21, 10.52it/s, v_num=9, loss/train=0.169, alignment/train=0.0711, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 51%|█████▏ | 241/469 [00:22<00:21, 10.54it/s, v_num=9, loss/train=0.169, alignment/train=0.0711, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 51%|█████▏ | 241/469 [00:22<00:21, 10.54it/s, v_num=9, loss/train=0.183, alignment/train=0.0845, uniformity/train=-3.56, contrastive_acc/train=0.988, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 52%|█████▏ | 242/469 [00:22<00:21, 10.55it/s, v_num=9, loss/train=0.183, alignment/train=0.0845, uniformity/train=-3.56, contrastive_acc/train=0.988, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 52%|█████▏ | 242/469 [00:22<00:21, 10.55it/s, v_num=9, loss/train=0.169, alignment/train=0.0752, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 52%|█████▏ | 243/469 [00:23<00:21, 10.54it/s, v_num=9, loss/train=0.169, alignment/train=0.0752, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 52%|█████▏ | 243/469 [00:23<00:21, 10.54it/s, v_num=9, loss/train=0.146, alignment/train=0.0759, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 52%|█████▏ | 244/469 [00:23<00:21, 10.54it/s, v_num=9, loss/train=0.146, alignment/train=0.0759, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 52%|█████▏ | 244/469 [00:23<00:21, 10.54it/s, v_num=9, loss/train=0.167, alignment/train=0.0807, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 52%|█████▏ | 245/469 [00:23<00:21, 10.53it/s, v_num=9, loss/train=0.167, alignment/train=0.0807, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 52%|█████▏ | 245/469 [00:23<00:21, 10.53it/s, v_num=9, loss/train=0.173, alignment/train=0.0729, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 52%|█████▏ | 246/469 [00:23<00:21, 10.54it/s, v_num=9, loss/train=0.173, alignment/train=0.0729, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 52%|█████▏ | 246/469 [00:23<00:21, 10.54it/s, v_num=9, loss/train=0.160, alignment/train=0.086, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 53%|█████▎ | 247/469 [00:23<00:21, 10.56it/s, v_num=9, loss/train=0.160, alignment/train=0.086, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 53%|█████▎ | 247/469 [00:23<00:21, 10.56it/s, v_num=9, loss/train=0.172, alignment/train=0.0724, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 53%|█████▎ | 248/469 [00:23<00:20, 10.52it/s, v_num=9, loss/train=0.172, alignment/train=0.0724, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 53%|█████▎ | 248/469 [00:23<00:21, 10.52it/s, v_num=9, loss/train=0.199, alignment/train=0.0835, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 53%|█████▎ | 249/469 [00:23<00:20, 10.52it/s, v_num=9, loss/train=0.199, alignment/train=0.0835, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 53%|█████▎ | 249/469 [00:23<00:20, 10.52it/s, v_num=9, loss/train=0.159, alignment/train=0.0804, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 53%|█████▎ | 250/469 [00:23<00:20, 10.53it/s, v_num=9, loss/train=0.159, alignment/train=0.0804, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 53%|█████▎ | 250/469 [00:23<00:20, 10.53it/s, v_num=9, loss/train=0.164, alignment/train=0.0722, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 54%|█████▎ | 251/469 [00:23<00:20, 10.52it/s, v_num=9, loss/train=0.164, alignment/train=0.0722, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 54%|█████▎ | 251/469 [00:23<00:20, 10.52it/s, v_num=9, loss/train=0.171, alignment/train=0.0798, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 54%|█████▎ | 252/469 [00:23<00:20, 10.54it/s, v_num=9, loss/train=0.171, alignment/train=0.0798, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 54%|█████▎ | 252/469 [00:23<00:20, 10.54it/s, v_num=9, loss/train=0.154, alignment/train=0.0837, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 54%|█████▍ | 253/469 [00:24<00:20, 10.54it/s, v_num=9, loss/train=0.154, alignment/train=0.0837, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 54%|█████▍ | 253/469 [00:24<00:20, 10.54it/s, v_num=9, loss/train=0.159, alignment/train=0.0788, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 54%|█████▍ | 254/469 [00:24<00:20, 10.56it/s, v_num=9, loss/train=0.159, alignment/train=0.0788, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 54%|█████▍ | 254/469 [00:24<00:20, 10.56it/s, v_num=9, loss/train=0.184, alignment/train=0.0771, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 54%|█████▍ | 255/469 [00:24<00:20, 10.55it/s, v_num=9, loss/train=0.184, alignment/train=0.0771, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 54%|█████▍ | 255/469 [00:24<00:20, 10.55it/s, v_num=9, loss/train=0.176, alignment/train=0.0906, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 55%|█████▍ | 256/469 [00:24<00:20, 10.53it/s, v_num=9, loss/train=0.176, alignment/train=0.0906, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 55%|█████▍ | 256/469 [00:24<00:20, 10.53it/s, v_num=9, loss/train=0.162, alignment/train=0.0771, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 55%|█████▍ | 257/469 [00:24<00:20, 10.54it/s, v_num=9, loss/train=0.162, alignment/train=0.0771, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 55%|█████▍ | 257/469 [00:24<00:20, 10.54it/s, v_num=9, loss/train=0.148, alignment/train=0.0821, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 55%|█████▌ | 258/469 [00:24<00:19, 10.56it/s, v_num=9, loss/train=0.148, alignment/train=0.0821, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 55%|█████▌ | 258/469 [00:24<00:19, 10.56it/s, v_num=9, loss/train=0.203, alignment/train=0.0829, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 55%|█████▌ | 259/469 [00:24<00:19, 10.56it/s, v_num=9, loss/train=0.203, alignment/train=0.0829, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 55%|█████▌ | 259/469 [00:24<00:19, 10.56it/s, v_num=9, loss/train=0.183, alignment/train=0.087, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 55%|█████▌ | 260/469 [00:24<00:19, 10.55it/s, v_num=9, loss/train=0.183, alignment/train=0.087, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 55%|█████▌ | 260/469 [00:24<00:19, 10.55it/s, v_num=9, loss/train=0.159, alignment/train=0.0703, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 56%|█████▌ | 261/469 [00:24<00:19, 10.56it/s, v_num=9, loss/train=0.159, alignment/train=0.0703, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 56%|█████▌ | 261/469 [00:24<00:19, 10.56it/s, v_num=9, loss/train=0.163, alignment/train=0.078, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 56%|█████▌ | 262/469 [00:24<00:19, 10.57it/s, v_num=9, loss/train=0.163, alignment/train=0.078, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 56%|█████▌ | 262/469 [00:24<00:19, 10.57it/s, v_num=9, loss/train=0.150, alignment/train=0.0775, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 56%|█████▌ | 263/469 [00:24<00:19, 10.59it/s, v_num=9, loss/train=0.150, alignment/train=0.0775, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 56%|█████▌ | 263/469 [00:24<00:19, 10.59it/s, v_num=9, loss/train=0.188, alignment/train=0.0792, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 56%|█████▋ | 264/469 [00:24<00:19, 10.60it/s, v_num=9, loss/train=0.188, alignment/train=0.0792, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 56%|█████▋ | 264/469 [00:24<00:19, 10.59it/s, v_num=9, loss/train=0.159, alignment/train=0.0791, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 57%|█████▋ | 265/469 [00:25<00:19, 10.59it/s, v_num=9, loss/train=0.159, alignment/train=0.0791, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 57%|█████▋ | 265/469 [00:25<00:19, 10.59it/s, v_num=9, loss/train=0.152, alignment/train=0.0766, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 57%|█████▋ | 266/469 [00:25<00:19, 10.59it/s, v_num=9, loss/train=0.152, alignment/train=0.0766, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 57%|█████▋ | 266/469 [00:25<00:19, 10.59it/s, v_num=9, loss/train=0.165, alignment/train=0.0756, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 57%|█████▋ | 267/469 [00:25<00:19, 10.59it/s, v_num=9, loss/train=0.165, alignment/train=0.0756, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 57%|█████▋ | 267/469 [00:25<00:19, 10.59it/s, v_num=9, loss/train=0.142, alignment/train=0.0702, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 57%|█████▋ | 268/469 [00:25<00:18, 10.59it/s, v_num=9, loss/train=0.142, alignment/train=0.0702, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 57%|█████▋ | 268/469 [00:25<00:18, 10.59it/s, v_num=9, loss/train=0.149, alignment/train=0.0724, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 57%|█████▋ | 269/469 [00:25<00:18, 10.60it/s, v_num=9, loss/train=0.149, alignment/train=0.0724, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 57%|█████▋ | 269/469 [00:25<00:18, 10.60it/s, v_num=9, loss/train=0.169, alignment/train=0.0802, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 58%|█████▊ | 270/469 [00:25<00:18, 10.59it/s, v_num=9, loss/train=0.169, alignment/train=0.0802, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 58%|█████▊ | 270/469 [00:25<00:18, 10.59it/s, v_num=9, loss/train=0.165, alignment/train=0.0846, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 58%|█████▊ | 271/469 [00:25<00:18, 10.59it/s, v_num=9, loss/train=0.165, alignment/train=0.0846, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 58%|█████▊ | 271/469 [00:25<00:18, 10.59it/s, v_num=9, loss/train=0.178, alignment/train=0.0874, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 58%|█████▊ | 272/469 [00:25<00:18, 10.59it/s, v_num=9, loss/train=0.178, alignment/train=0.0874, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 58%|█████▊ | 272/469 [00:25<00:18, 10.59it/s, v_num=9, loss/train=0.154, alignment/train=0.0698, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 58%|█████▊ | 273/469 [00:25<00:18, 10.60it/s, v_num=9, loss/train=0.154, alignment/train=0.0698, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 58%|█████▊ | 273/469 [00:25<00:18, 10.60it/s, v_num=9, loss/train=0.158, alignment/train=0.0801, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 58%|█████▊ | 274/469 [00:25<00:18, 10.61it/s, v_num=9, loss/train=0.158, alignment/train=0.0801, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 58%|█████▊ | 274/469 [00:25<00:18, 10.61it/s, v_num=9, loss/train=0.157, alignment/train=0.0817, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 59%|█████▊ | 275/469 [00:25<00:18, 10.62it/s, v_num=9, loss/train=0.157, alignment/train=0.0817, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 59%|█████▊ | 275/469 [00:25<00:18, 10.62it/s, v_num=9, loss/train=0.182, alignment/train=0.0771, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 59%|█████▉ | 276/469 [00:25<00:18, 10.64it/s, v_num=9, loss/train=0.182, alignment/train=0.0771, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 59%|█████▉ | 276/469 [00:25<00:18, 10.64it/s, v_num=9, loss/train=0.190, alignment/train=0.0812, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 59%|█████▉ | 277/469 [00:25<00:18, 10.65it/s, v_num=9, loss/train=0.190, alignment/train=0.0812, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 59%|█████▉ | 277/469 [00:25<00:18, 10.65it/s, v_num=9, loss/train=0.219, alignment/train=0.0894, uniformity/train=-3.55, contrastive_acc/train=0.988, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 59%|█████▉ | 278/469 [00:26<00:17, 10.65it/s, v_num=9, loss/train=0.219, alignment/train=0.0894, uniformity/train=-3.55, contrastive_acc/train=0.988, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 59%|█████▉ | 278/469 [00:26<00:17, 10.65it/s, v_num=9, loss/train=0.190, alignment/train=0.0803, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 59%|█████▉ | 279/469 [00:26<00:17, 10.61it/s, v_num=9, loss/train=0.190, alignment/train=0.0803, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 59%|█████▉ | 279/469 [00:26<00:17, 10.61it/s, v_num=9, loss/train=0.188, alignment/train=0.0765, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 60%|█████▉ | 280/469 [00:26<00:17, 10.60it/s, v_num=9, loss/train=0.188, alignment/train=0.0765, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 60%|█████▉ | 280/469 [00:26<00:17, 10.60it/s, v_num=9, loss/train=0.156, alignment/train=0.0711, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 60%|█████▉ | 281/469 [00:26<00:17, 10.61it/s, v_num=9, loss/train=0.156, alignment/train=0.0711, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 60%|█████▉ | 281/469 [00:26<00:17, 10.61it/s, v_num=9, loss/train=0.175, alignment/train=0.0755, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 60%|██████ | 282/469 [00:26<00:17, 10.62it/s, v_num=9, loss/train=0.175, alignment/train=0.0755, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 60%|██████ | 282/469 [00:26<00:17, 10.62it/s, v_num=9, loss/train=0.148, alignment/train=0.0793, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 60%|██████ | 283/469 [00:26<00:17, 10.61it/s, v_num=9, loss/train=0.148, alignment/train=0.0793, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 60%|██████ | 283/469 [00:26<00:17, 10.61it/s, v_num=9, loss/train=0.177, alignment/train=0.0803, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 61%|██████ | 284/469 [00:26<00:17, 10.62it/s, v_num=9, loss/train=0.177, alignment/train=0.0803, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 61%|██████ | 284/469 [00:26<00:17, 10.62it/s, v_num=9, loss/train=0.171, alignment/train=0.0764, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 61%|██████ | 285/469 [00:26<00:17, 10.63it/s, v_num=9, loss/train=0.171, alignment/train=0.0764, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 61%|██████ | 285/469 [00:26<00:17, 10.63it/s, v_num=9, loss/train=0.148, alignment/train=0.077, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 61%|██████ | 286/469 [00:26<00:17, 10.63it/s, v_num=9, loss/train=0.148, alignment/train=0.077, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 61%|██████ | 286/469 [00:26<00:17, 10.63it/s, v_num=9, loss/train=0.166, alignment/train=0.0705, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 61%|██████ | 287/469 [00:27<00:17, 10.62it/s, v_num=9, loss/train=0.166, alignment/train=0.0705, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 61%|██████ | 287/469 [00:27<00:17, 10.62it/s, v_num=9, loss/train=0.149, alignment/train=0.0759, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 61%|██████▏ | 288/469 [00:27<00:17, 10.63it/s, v_num=9, loss/train=0.149, alignment/train=0.0759, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 61%|██████▏ | 288/469 [00:27<00:17, 10.63it/s, v_num=9, loss/train=0.159, alignment/train=0.0768, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 62%|██████▏ | 289/469 [00:27<00:16, 10.63it/s, v_num=9, loss/train=0.159, alignment/train=0.0768, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 62%|██████▏ | 289/469 [00:27<00:16, 10.63it/s, v_num=9, loss/train=0.157, alignment/train=0.0784, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 62%|██████▏ | 290/469 [00:27<00:16, 10.65it/s, v_num=9, loss/train=0.157, alignment/train=0.0784, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 62%|██████▏ | 290/469 [00:27<00:16, 10.65it/s, v_num=9, loss/train=0.183, alignment/train=0.0796, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 62%|██████▏ | 291/469 [00:27<00:16, 10.64it/s, v_num=9, loss/train=0.183, alignment/train=0.0796, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 62%|██████▏ | 291/469 [00:27<00:16, 10.64it/s, v_num=9, loss/train=0.186, alignment/train=0.0901, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 62%|██████▏ | 292/469 [00:27<00:16, 10.62it/s, v_num=9, loss/train=0.186, alignment/train=0.0901, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 62%|██████▏ | 292/469 [00:27<00:16, 10.62it/s, v_num=9, loss/train=0.172, alignment/train=0.0741, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 62%|██████▏ | 293/469 [00:27<00:16, 10.63it/s, v_num=9, loss/train=0.172, alignment/train=0.0741, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 62%|██████▏ | 293/469 [00:27<00:16, 10.63it/s, v_num=9, loss/train=0.162, alignment/train=0.0721, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 63%|██████▎ | 294/469 [00:27<00:16, 10.65it/s, v_num=9, loss/train=0.162, alignment/train=0.0721, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 63%|██████▎ | 294/469 [00:27<00:16, 10.65it/s, v_num=9, loss/train=0.142, alignment/train=0.0686, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 63%|██████▎ | 295/469 [00:27<00:16, 10.65it/s, v_num=9, loss/train=0.142, alignment/train=0.0686, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 63%|██████▎ | 295/469 [00:27<00:16, 10.65it/s, v_num=9, loss/train=0.203, alignment/train=0.0846, uniformity/train=-3.56, contrastive_acc/train=0.988, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 63%|██████▎ | 296/469 [00:27<00:16, 10.65it/s, v_num=9, loss/train=0.203, alignment/train=0.0846, uniformity/train=-3.56, contrastive_acc/train=0.988, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 63%|██████▎ | 296/469 [00:27<00:16, 10.65it/s, v_num=9, loss/train=0.178, alignment/train=0.0742, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 63%|██████▎ | 297/469 [00:27<00:16, 10.64it/s, v_num=9, loss/train=0.178, alignment/train=0.0742, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 63%|██████▎ | 297/469 [00:27<00:16, 10.64it/s, v_num=9, loss/train=0.156, alignment/train=0.0711, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 64%|██████▎ | 298/469 [00:27<00:16, 10.66it/s, v_num=9, loss/train=0.156, alignment/train=0.0711, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 64%|██████▎ | 298/469 [00:27<00:16, 10.65it/s, v_num=9, loss/train=0.147, alignment/train=0.0792, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 64%|██████▍ | 299/469 [00:28<00:15, 10.67it/s, v_num=9, loss/train=0.147, alignment/train=0.0792, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 64%|██████▍ | 299/469 [00:28<00:15, 10.67it/s, v_num=9, loss/train=0.173, alignment/train=0.078, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 64%|██████▍ | 300/469 [00:28<00:15, 10.67it/s, v_num=9, loss/train=0.173, alignment/train=0.078, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 64%|██████▍ | 300/469 [00:28<00:15, 10.67it/s, v_num=9, loss/train=0.179, alignment/train=0.0681, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 64%|██████▍ | 301/469 [00:28<00:15, 10.64it/s, v_num=9, loss/train=0.179, alignment/train=0.0681, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 64%|██████▍ | 301/469 [00:28<00:15, 10.64it/s, v_num=9, loss/train=0.164, alignment/train=0.078, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 64%|██████▍ | 302/469 [00:28<00:15, 10.65it/s, v_num=9, loss/train=0.164, alignment/train=0.078, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 64%|██████▍ | 302/469 [00:28<00:15, 10.65it/s, v_num=9, loss/train=0.166, alignment/train=0.0768, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 65%|██████▍ | 303/469 [00:28<00:15, 10.66it/s, v_num=9, loss/train=0.166, alignment/train=0.0768, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 65%|██████▍ | 303/469 [00:28<00:15, 10.66it/s, v_num=9, loss/train=0.187, alignment/train=0.0795, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 65%|██████▍ | 304/469 [00:28<00:15, 10.64it/s, v_num=9, loss/train=0.187, alignment/train=0.0795, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 65%|██████▍ | 304/469 [00:28<00:15, 10.64it/s, v_num=9, loss/train=0.181, alignment/train=0.0768, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 65%|██████▌ | 305/469 [00:28<00:15, 10.66it/s, v_num=9, loss/train=0.181, alignment/train=0.0768, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 65%|██████▌ | 305/469 [00:28<00:15, 10.66it/s, v_num=9, loss/train=0.172, alignment/train=0.0693, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 65%|██████▌ | 306/469 [00:28<00:15, 10.67it/s, v_num=9, loss/train=0.172, alignment/train=0.0693, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 65%|██████▌ | 306/469 [00:28<00:15, 10.67it/s, v_num=9, loss/train=0.169, alignment/train=0.0776, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 65%|██████▌ | 307/469 [00:28<00:15, 10.68it/s, v_num=9, loss/train=0.169, alignment/train=0.0776, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 65%|██████▌ | 307/469 [00:28<00:15, 10.68it/s, v_num=9, loss/train=0.184, alignment/train=0.0682, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 66%|██████▌ | 308/469 [00:28<00:15, 10.69it/s, v_num=9, loss/train=0.184, alignment/train=0.0682, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 66%|██████▌ | 308/469 [00:28<00:15, 10.69it/s, v_num=9, loss/train=0.154, alignment/train=0.0662, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 66%|██████▌ | 309/469 [00:28<00:14, 10.69it/s, v_num=9, loss/train=0.154, alignment/train=0.0662, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 66%|██████▌ | 309/469 [00:28<00:14, 10.69it/s, v_num=9, loss/train=0.176, alignment/train=0.0723, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 66%|██████▌ | 310/469 [00:28<00:14, 10.70it/s, v_num=9, loss/train=0.176, alignment/train=0.0723, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 66%|██████▌ | 310/469 [00:28<00:14, 10.70it/s, v_num=9, loss/train=0.180, alignment/train=0.0844, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 66%|██████▋ | 311/469 [00:29<00:14, 10.70it/s, v_num=9, loss/train=0.180, alignment/train=0.0844, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 66%|██████▋ | 311/469 [00:29<00:14, 10.70it/s, v_num=9, loss/train=0.137, alignment/train=0.0736, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 67%|██████▋ | 312/469 [00:29<00:14, 10.67it/s, v_num=9, loss/train=0.137, alignment/train=0.0736, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 67%|██████▋ | 312/469 [00:29<00:14, 10.67it/s, v_num=9, loss/train=0.176, alignment/train=0.0742, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 67%|██████▋ | 313/469 [00:29<00:14, 10.67it/s, v_num=9, loss/train=0.176, alignment/train=0.0742, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 67%|██████▋ | 313/469 [00:29<00:14, 10.67it/s, v_num=9, loss/train=0.151, alignment/train=0.0836, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 67%|██████▋ | 314/469 [00:29<00:14, 10.68it/s, v_num=9, loss/train=0.151, alignment/train=0.0836, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 67%|██████▋ | 314/469 [00:29<00:14, 10.68it/s, v_num=9, loss/train=0.189, alignment/train=0.0837, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 67%|██████▋ | 315/469 [00:29<00:14, 10.68it/s, v_num=9, loss/train=0.189, alignment/train=0.0837, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 67%|██████▋ | 315/469 [00:29<00:14, 10.68it/s, v_num=9, loss/train=0.137, alignment/train=0.0806, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 67%|██████▋ | 316/469 [00:29<00:14, 10.67it/s, v_num=9, loss/train=0.137, alignment/train=0.0806, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 67%|██████▋ | 316/469 [00:29<00:14, 10.67it/s, v_num=9, loss/train=0.182, alignment/train=0.0841, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 68%|██████▊ | 317/469 [00:29<00:14, 10.67it/s, v_num=9, loss/train=0.182, alignment/train=0.0841, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 68%|██████▊ | 317/469 [00:29<00:14, 10.67it/s, v_num=9, loss/train=0.188, alignment/train=0.0835, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 68%|██████▊ | 318/469 [00:29<00:14, 10.68it/s, v_num=9, loss/train=0.188, alignment/train=0.0835, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 68%|██████▊ | 318/469 [00:29<00:14, 10.68it/s, v_num=9, loss/train=0.160, alignment/train=0.0716, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 68%|██████▊ | 319/469 [00:29<00:14, 10.69it/s, v_num=9, loss/train=0.160, alignment/train=0.0716, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 68%|██████▊ | 319/469 [00:29<00:14, 10.69it/s, v_num=9, loss/train=0.156, alignment/train=0.066, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 68%|██████▊ | 320/469 [00:29<00:13, 10.70it/s, v_num=9, loss/train=0.156, alignment/train=0.066, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 68%|██████▊ | 320/469 [00:29<00:13, 10.70it/s, v_num=9, loss/train=0.148, alignment/train=0.0724, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 68%|██████▊ | 321/469 [00:29<00:13, 10.70it/s, v_num=9, loss/train=0.148, alignment/train=0.0724, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 68%|██████▊ | 321/469 [00:29<00:13, 10.70it/s, v_num=9, loss/train=0.133, alignment/train=0.067, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 69%|██████▊ | 322/469 [00:30<00:13, 10.70it/s, v_num=9, loss/train=0.133, alignment/train=0.067, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 69%|██████▊ | 322/469 [00:30<00:13, 10.70it/s, v_num=9, loss/train=0.172, alignment/train=0.0799, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 69%|██████▉ | 323/469 [00:30<00:13, 10.69it/s, v_num=9, loss/train=0.172, alignment/train=0.0799, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 69%|██████▉ | 323/469 [00:30<00:13, 10.69it/s, v_num=9, loss/train=0.155, alignment/train=0.0701, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 69%|██████▉ | 324/469 [00:30<00:13, 10.71it/s, v_num=9, loss/train=0.155, alignment/train=0.0701, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 69%|██████▉ | 324/469 [00:30<00:13, 10.71it/s, v_num=9, loss/train=0.142, alignment/train=0.0699, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 69%|██████▉ | 325/469 [00:30<00:13, 10.71it/s, v_num=9, loss/train=0.142, alignment/train=0.0699, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 69%|██████▉ | 325/469 [00:30<00:13, 10.71it/s, v_num=9, loss/train=0.170, alignment/train=0.0801, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 70%|██████▉ | 326/469 [00:30<00:13, 10.71it/s, v_num=9, loss/train=0.170, alignment/train=0.0801, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 70%|██████▉ | 326/469 [00:30<00:13, 10.71it/s, v_num=9, loss/train=0.178, alignment/train=0.0874, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 70%|██████▉ | 327/469 [00:30<00:13, 10.70it/s, v_num=9, loss/train=0.178, alignment/train=0.0874, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 70%|██████▉ | 327/469 [00:30<00:13, 10.70it/s, v_num=9, loss/train=0.151, alignment/train=0.0756, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 70%|██████▉ | 328/469 [00:30<00:13, 10.71it/s, v_num=9, loss/train=0.151, alignment/train=0.0756, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 70%|██████▉ | 328/469 [00:30<00:13, 10.71it/s, v_num=9, loss/train=0.168, alignment/train=0.0704, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 70%|███████ | 329/469 [00:30<00:13, 10.70it/s, v_num=9, loss/train=0.168, alignment/train=0.0704, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 70%|███████ | 329/469 [00:30<00:13, 10.70it/s, v_num=9, loss/train=0.152, alignment/train=0.0806, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 70%|███████ | 330/469 [00:30<00:13, 10.68it/s, v_num=9, loss/train=0.152, alignment/train=0.0806, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 70%|███████ | 330/469 [00:30<00:13, 10.68it/s, v_num=9, loss/train=0.173, alignment/train=0.0666, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 71%|███████ | 331/469 [00:30<00:12, 10.70it/s, v_num=9, loss/train=0.173, alignment/train=0.0666, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 71%|███████ | 331/469 [00:30<00:12, 10.70it/s, v_num=9, loss/train=0.185, alignment/train=0.0823, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 71%|███████ | 332/469 [00:31<00:12, 10.71it/s, v_num=9, loss/train=0.185, alignment/train=0.0823, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 71%|███████ | 332/469 [00:31<00:12, 10.71it/s, v_num=9, loss/train=0.152, alignment/train=0.0732, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 71%|███████ | 333/469 [00:31<00:12, 10.71it/s, v_num=9, loss/train=0.152, alignment/train=0.0732, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 71%|███████ | 333/469 [00:31<00:12, 10.71it/s, v_num=9, loss/train=0.229, alignment/train=0.0723, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 71%|███████ | 334/469 [00:31<00:12, 10.73it/s, v_num=9, loss/train=0.229, alignment/train=0.0723, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 71%|███████ | 334/469 [00:31<00:12, 10.73it/s, v_num=9, loss/train=0.202, alignment/train=0.0791, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 71%|███████▏ | 335/469 [00:31<00:12, 10.73it/s, v_num=9, loss/train=0.202, alignment/train=0.0791, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 71%|███████▏ | 335/469 [00:31<00:12, 10.73it/s, v_num=9, loss/train=0.152, alignment/train=0.0846, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 72%|███████▏ | 336/469 [00:31<00:12, 10.74it/s, v_num=9, loss/train=0.152, alignment/train=0.0846, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 72%|███████▏ | 336/469 [00:31<00:12, 10.74it/s, v_num=9, loss/train=0.154, alignment/train=0.0728, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 72%|███████▏ | 337/469 [00:31<00:12, 10.72it/s, v_num=9, loss/train=0.154, alignment/train=0.0728, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 72%|███████▏ | 337/469 [00:31<00:12, 10.72it/s, v_num=9, loss/train=0.170, alignment/train=0.088, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 72%|███████▏ | 338/469 [00:31<00:12, 10.73it/s, v_num=9, loss/train=0.170, alignment/train=0.088, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 72%|███████▏ | 338/469 [00:31<00:12, 10.73it/s, v_num=9, loss/train=0.157, alignment/train=0.0806, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 72%|███████▏ | 339/469 [00:31<00:12, 10.73it/s, v_num=9, loss/train=0.157, alignment/train=0.0806, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 72%|███████▏ | 339/469 [00:31<00:12, 10.73it/s, v_num=9, loss/train=0.150, alignment/train=0.0717, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 72%|███████▏ | 340/469 [00:31<00:12, 10.73it/s, v_num=9, loss/train=0.150, alignment/train=0.0717, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 72%|███████▏ | 340/469 [00:31<00:12, 10.73it/s, v_num=9, loss/train=0.172, alignment/train=0.0783, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 73%|███████▎ | 341/469 [00:31<00:11, 10.72it/s, v_num=9, loss/train=0.172, alignment/train=0.0783, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 73%|███████▎ | 341/469 [00:31<00:11, 10.72it/s, v_num=9, loss/train=0.150, alignment/train=0.0798, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 73%|███████▎ | 342/469 [00:31<00:11, 10.73it/s, v_num=9, loss/train=0.150, alignment/train=0.0798, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 73%|███████▎ | 342/469 [00:31<00:11, 10.73it/s, v_num=9, loss/train=0.199, alignment/train=0.0797, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 73%|███████▎ | 343/469 [00:31<00:11, 10.72it/s, v_num=9, loss/train=0.199, alignment/train=0.0797, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 73%|███████▎ | 343/469 [00:31<00:11, 10.72it/s, v_num=9, loss/train=0.160, alignment/train=0.0824, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 73%|███████▎ | 344/469 [00:32<00:11, 10.71it/s, v_num=9, loss/train=0.160, alignment/train=0.0824, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 73%|███████▎ | 344/469 [00:32<00:11, 10.71it/s, v_num=9, loss/train=0.175, alignment/train=0.0796, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 74%|███████▎ | 345/469 [00:32<00:11, 10.72it/s, v_num=9, loss/train=0.175, alignment/train=0.0796, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 74%|███████▎ | 345/469 [00:32<00:11, 10.72it/s, v_num=9, loss/train=0.144, alignment/train=0.0787, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 74%|███████▍ | 346/469 [00:32<00:11, 10.73it/s, v_num=9, loss/train=0.144, alignment/train=0.0787, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 74%|███████▍ | 346/469 [00:32<00:11, 10.73it/s, v_num=9, loss/train=0.165, alignment/train=0.0795, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 74%|███████▍ | 347/469 [00:32<00:11, 10.73it/s, v_num=9, loss/train=0.165, alignment/train=0.0795, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 74%|███████▍ | 347/469 [00:32<00:11, 10.73it/s, v_num=9, loss/train=0.149, alignment/train=0.0768, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 74%|███████▍ | 348/469 [00:32<00:11, 10.73it/s, v_num=9, loss/train=0.149, alignment/train=0.0768, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 74%|███████▍ | 348/469 [00:32<00:11, 10.73it/s, v_num=9, loss/train=0.175, alignment/train=0.0849, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 74%|███████▍ | 349/469 [00:32<00:11, 10.73it/s, v_num=9, loss/train=0.175, alignment/train=0.0849, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 74%|███████▍ | 349/469 [00:32<00:11, 10.73it/s, v_num=9, loss/train=0.173, alignment/train=0.0732, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 75%|███████▍ | 350/469 [00:32<00:11, 10.73it/s, v_num=9, loss/train=0.173, alignment/train=0.0732, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 75%|███████▍ | 350/469 [00:32<00:11, 10.73it/s, v_num=9, loss/train=0.152, alignment/train=0.0779, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 75%|███████▍ | 351/469 [00:32<00:11, 10.73it/s, v_num=9, loss/train=0.152, alignment/train=0.0779, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 75%|███████▍ | 351/469 [00:32<00:11, 10.73it/s, v_num=9, loss/train=0.165, alignment/train=0.0829, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 75%|███████▌ | 352/469 [00:32<00:10, 10.74it/s, v_num=9, loss/train=0.165, alignment/train=0.0829, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 75%|███████▌ | 352/469 [00:32<00:10, 10.74it/s, v_num=9, loss/train=0.183, alignment/train=0.0755, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 75%|███████▌ | 353/469 [00:32<00:10, 10.74it/s, v_num=9, loss/train=0.183, alignment/train=0.0755, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 75%|███████▌ | 353/469 [00:32<00:10, 10.74it/s, v_num=9, loss/train=0.164, alignment/train=0.0763, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 75%|███████▌ | 354/469 [00:32<00:10, 10.75it/s, v_num=9, loss/train=0.164, alignment/train=0.0763, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 75%|███████▌ | 354/469 [00:32<00:10, 10.75it/s, v_num=9, loss/train=0.166, alignment/train=0.0854, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 76%|███████▌ | 355/469 [00:33<00:10, 10.74it/s, v_num=9, loss/train=0.166, alignment/train=0.0854, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 76%|███████▌ | 355/469 [00:33<00:10, 10.74it/s, v_num=9, loss/train=0.160, alignment/train=0.0745, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 76%|███████▌ | 356/469 [00:33<00:10, 10.74it/s, v_num=9, loss/train=0.160, alignment/train=0.0745, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 76%|███████▌ | 356/469 [00:33<00:10, 10.74it/s, v_num=9, loss/train=0.183, alignment/train=0.0827, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 76%|███████▌ | 357/469 [00:33<00:10, 10.75it/s, v_num=9, loss/train=0.183, alignment/train=0.0827, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 76%|███████▌ | 357/469 [00:33<00:10, 10.75it/s, v_num=9, loss/train=0.163, alignment/train=0.0686, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 76%|███████▋ | 358/469 [00:33<00:10, 10.75it/s, v_num=9, loss/train=0.163, alignment/train=0.0686, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 76%|███████▋ | 358/469 [00:33<00:10, 10.75it/s, v_num=9, loss/train=0.162, alignment/train=0.0704, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 77%|███████▋ | 359/469 [00:33<00:10, 10.74it/s, v_num=9, loss/train=0.162, alignment/train=0.0704, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 77%|███████▋ | 359/469 [00:33<00:10, 10.74it/s, v_num=9, loss/train=0.152, alignment/train=0.0848, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 77%|███████▋ | 360/469 [00:33<00:10, 10.74it/s, v_num=9, loss/train=0.152, alignment/train=0.0848, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 77%|███████▋ | 360/469 [00:33<00:10, 10.74it/s, v_num=9, loss/train=0.142, alignment/train=0.0796, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 77%|███████▋ | 361/469 [00:33<00:10, 10.75it/s, v_num=9, loss/train=0.142, alignment/train=0.0796, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 77%|███████▋ | 361/469 [00:33<00:10, 10.75it/s, v_num=9, loss/train=0.175, alignment/train=0.0856, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 77%|███████▋ | 362/469 [00:33<00:09, 10.76it/s, v_num=9, loss/train=0.175, alignment/train=0.0856, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 77%|███████▋ | 362/469 [00:33<00:09, 10.76it/s, v_num=9, loss/train=0.164, alignment/train=0.0788, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 77%|███████▋ | 363/469 [00:33<00:09, 10.75it/s, v_num=9, loss/train=0.164, alignment/train=0.0788, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 77%|███████▋ | 363/469 [00:33<00:09, 10.75it/s, v_num=9, loss/train=0.163, alignment/train=0.0858, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 78%|███████▊ | 364/469 [00:33<00:09, 10.75it/s, v_num=9, loss/train=0.163, alignment/train=0.0858, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 78%|███████▊ | 364/469 [00:33<00:09, 10.75it/s, v_num=9, loss/train=0.139, alignment/train=0.0781, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 78%|███████▊ | 365/469 [00:33<00:09, 10.75it/s, v_num=9, loss/train=0.139, alignment/train=0.0781, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 78%|███████▊ | 365/469 [00:33<00:09, 10.75it/s, v_num=9, loss/train=0.156, alignment/train=0.0706, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 78%|███████▊ | 366/469 [00:34<00:09, 10.76it/s, v_num=9, loss/train=0.156, alignment/train=0.0706, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 78%|███████▊ | 366/469 [00:34<00:09, 10.76it/s, v_num=9, loss/train=0.199, alignment/train=0.0979, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 78%|███████▊ | 367/469 [00:34<00:09, 10.74it/s, v_num=9, loss/train=0.199, alignment/train=0.0979, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 78%|███████▊ | 367/469 [00:34<00:09, 10.74it/s, v_num=9, loss/train=0.132, alignment/train=0.0699, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 78%|███████▊ | 368/469 [00:34<00:09, 10.76it/s, v_num=9, loss/train=0.132, alignment/train=0.0699, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 78%|███████▊ | 368/469 [00:34<00:09, 10.76it/s, v_num=9, loss/train=0.147, alignment/train=0.0693, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 79%|███████▊ | 369/469 [00:34<00:09, 10.75it/s, v_num=9, loss/train=0.147, alignment/train=0.0693, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 79%|███████▊ | 369/469 [00:34<00:09, 10.75it/s, v_num=9, loss/train=0.158, alignment/train=0.0766, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 79%|███████▉ | 370/469 [00:34<00:09, 10.76it/s, v_num=9, loss/train=0.158, alignment/train=0.0766, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 79%|███████▉ | 370/469 [00:34<00:09, 10.76it/s, v_num=9, loss/train=0.174, alignment/train=0.0889, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 79%|███████▉ | 371/469 [00:34<00:09, 10.77it/s, v_num=9, loss/train=0.174, alignment/train=0.0889, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 79%|███████▉ | 371/469 [00:34<00:09, 10.77it/s, v_num=9, loss/train=0.155, alignment/train=0.0706, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 79%|███████▉ | 372/469 [00:34<00:08, 10.78it/s, v_num=9, loss/train=0.155, alignment/train=0.0706, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 79%|███████▉ | 372/469 [00:34<00:08, 10.78it/s, v_num=9, loss/train=0.190, alignment/train=0.0852, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 80%|███████▉ | 373/469 [00:34<00:08, 10.77it/s, v_num=9, loss/train=0.190, alignment/train=0.0852, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 80%|███████▉ | 373/469 [00:34<00:08, 10.77it/s, v_num=9, loss/train=0.156, alignment/train=0.076, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 80%|███████▉ | 374/469 [00:34<00:08, 10.76it/s, v_num=9, loss/train=0.156, alignment/train=0.076, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 80%|███████▉ | 374/469 [00:34<00:08, 10.76it/s, v_num=9, loss/train=0.181, alignment/train=0.0857, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 80%|███████▉ | 375/469 [00:34<00:08, 10.77it/s, v_num=9, loss/train=0.181, alignment/train=0.0857, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 80%|███████▉ | 375/469 [00:34<00:08, 10.77it/s, v_num=9, loss/train=0.193, alignment/train=0.0826, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 80%|████████ | 376/469 [00:34<00:08, 10.78it/s, v_num=9, loss/train=0.193, alignment/train=0.0826, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 80%|████████ | 376/469 [00:34<00:08, 10.78it/s, v_num=9, loss/train=0.152, alignment/train=0.0799, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 80%|████████ | 377/469 [00:34<00:08, 10.77it/s, v_num=9, loss/train=0.152, alignment/train=0.0799, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 80%|████████ | 377/469 [00:34<00:08, 10.77it/s, v_num=9, loss/train=0.170, alignment/train=0.0784, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 81%|████████ | 378/469 [00:35<00:08, 10.77it/s, v_num=9, loss/train=0.170, alignment/train=0.0784, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 81%|████████ | 378/469 [00:35<00:08, 10.77it/s, v_num=9, loss/train=0.180, alignment/train=0.0877, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 81%|████████ | 379/469 [00:35<00:08, 10.77it/s, v_num=9, loss/train=0.180, alignment/train=0.0877, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 81%|████████ | 379/469 [00:35<00:08, 10.77it/s, v_num=9, loss/train=0.147, alignment/train=0.0749, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 81%|████████ | 380/469 [00:35<00:08, 10.77it/s, v_num=9, loss/train=0.147, alignment/train=0.0749, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 81%|████████ | 380/469 [00:35<00:08, 10.77it/s, v_num=9, loss/train=0.161, alignment/train=0.0633, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 81%|████████ | 381/469 [00:35<00:08, 10.77it/s, v_num=9, loss/train=0.161, alignment/train=0.0633, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 81%|████████ | 381/469 [00:35<00:08, 10.77it/s, v_num=9, loss/train=0.148, alignment/train=0.0782, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 81%|████████▏ | 382/469 [00:35<00:08, 10.78it/s, v_num=9, loss/train=0.148, alignment/train=0.0782, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 81%|████████▏ | 382/469 [00:35<00:08, 10.78it/s, v_num=9, loss/train=0.173, alignment/train=0.0746, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 82%|████████▏ | 383/469 [00:35<00:07, 10.78it/s, v_num=9, loss/train=0.173, alignment/train=0.0746, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 82%|████████▏ | 383/469 [00:35<00:07, 10.78it/s, v_num=9, loss/train=0.177, alignment/train=0.084, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 82%|████████▏ | 384/469 [00:35<00:07, 10.76it/s, v_num=9, loss/train=0.177, alignment/train=0.084, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 82%|████████▏ | 384/469 [00:35<00:07, 10.76it/s, v_num=9, loss/train=0.183, alignment/train=0.0784, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 82%|████████▏ | 385/469 [00:35<00:07, 10.78it/s, v_num=9, loss/train=0.183, alignment/train=0.0784, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 82%|████████▏ | 385/469 [00:35<00:07, 10.78it/s, v_num=9, loss/train=0.171, alignment/train=0.090, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 82%|████████▏ | 386/469 [00:35<00:07, 10.79it/s, v_num=9, loss/train=0.171, alignment/train=0.090, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 82%|████████▏ | 386/469 [00:35<00:07, 10.79it/s, v_num=9, loss/train=0.143, alignment/train=0.0706, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 83%|████████▎ | 387/469 [00:35<00:07, 10.78it/s, v_num=9, loss/train=0.143, alignment/train=0.0706, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 83%|████████▎ | 387/469 [00:35<00:07, 10.78it/s, v_num=9, loss/train=0.147, alignment/train=0.0701, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 83%|████████▎ | 388/469 [00:35<00:07, 10.78it/s, v_num=9, loss/train=0.147, alignment/train=0.0701, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 83%|████████▎ | 388/469 [00:35<00:07, 10.78it/s, v_num=9, loss/train=0.186, alignment/train=0.0876, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 83%|████████▎ | 389/469 [00:36<00:07, 10.79it/s, v_num=9, loss/train=0.186, alignment/train=0.0876, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 83%|████████▎ | 389/469 [00:36<00:07, 10.79it/s, v_num=9, loss/train=0.144, alignment/train=0.080, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 83%|████████▎ | 390/469 [00:36<00:07, 10.79it/s, v_num=9, loss/train=0.144, alignment/train=0.080, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 83%|████████▎ | 390/469 [00:36<00:07, 10.79it/s, v_num=9, loss/train=0.169, alignment/train=0.0798, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 83%|████████▎ | 391/469 [00:36<00:07, 10.78it/s, v_num=9, loss/train=0.169, alignment/train=0.0798, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 83%|████████▎ | 391/469 [00:36<00:07, 10.78it/s, v_num=9, loss/train=0.210, alignment/train=0.0863, uniformity/train=-3.56, contrastive_acc/train=0.988, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 84%|████████▎ | 392/469 [00:36<00:07, 10.78it/s, v_num=9, loss/train=0.210, alignment/train=0.0863, uniformity/train=-3.56, contrastive_acc/train=0.988, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 84%|████████▎ | 392/469 [00:36<00:07, 10.78it/s, v_num=9, loss/train=0.147, alignment/train=0.0669, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 84%|████████▍ | 393/469 [00:36<00:07, 10.78it/s, v_num=9, loss/train=0.147, alignment/train=0.0669, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 84%|████████▍ | 393/469 [00:36<00:07, 10.78it/s, v_num=9, loss/train=0.182, alignment/train=0.0906, uniformity/train=-3.57, contrastive_acc/train=0.988, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 84%|████████▍ | 394/469 [00:36<00:06, 10.79it/s, v_num=9, loss/train=0.182, alignment/train=0.0906, uniformity/train=-3.57, contrastive_acc/train=0.988, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 84%|████████▍ | 394/469 [00:36<00:06, 10.79it/s, v_num=9, loss/train=0.173, alignment/train=0.0709, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 84%|████████▍ | 395/469 [00:36<00:06, 10.80it/s, v_num=9, loss/train=0.173, alignment/train=0.0709, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 84%|████████▍ | 395/469 [00:36<00:06, 10.80it/s, v_num=9, loss/train=0.147, alignment/train=0.0844, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 84%|████████▍ | 396/469 [00:36<00:06, 10.81it/s, v_num=9, loss/train=0.147, alignment/train=0.0844, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 84%|████████▍ | 396/469 [00:36<00:06, 10.81it/s, v_num=9, loss/train=0.161, alignment/train=0.072, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 85%|████████▍ | 397/469 [00:36<00:06, 10.82it/s, v_num=9, loss/train=0.161, alignment/train=0.072, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 85%|████████▍ | 397/469 [00:36<00:06, 10.82it/s, v_num=9, loss/train=0.164, alignment/train=0.0712, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 85%|████████▍ | 398/469 [00:36<00:06, 10.83it/s, v_num=9, loss/train=0.164, alignment/train=0.0712, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 85%|████████▍ | 398/469 [00:36<00:06, 10.83it/s, v_num=9, loss/train=0.175, alignment/train=0.0812, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 85%|████████▌ | 399/469 [00:36<00:06, 10.78it/s, v_num=9, loss/train=0.175, alignment/train=0.0812, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 85%|████████▌ | 399/469 [00:36<00:06, 10.78it/s, v_num=9, loss/train=0.164, alignment/train=0.0717, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 85%|████████▌ | 400/469 [00:37<00:06, 10.79it/s, v_num=9, loss/train=0.164, alignment/train=0.0717, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 85%|████████▌ | 400/469 [00:37<00:06, 10.79it/s, v_num=9, loss/train=0.172, alignment/train=0.0817, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 86%|████████▌ | 401/469 [00:37<00:06, 10.80it/s, v_num=9, loss/train=0.172, alignment/train=0.0817, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 86%|████████▌ | 401/469 [00:37<00:06, 10.80it/s, v_num=9, loss/train=0.189, alignment/train=0.0822, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 86%|████████▌ | 402/469 [00:37<00:06, 10.80it/s, v_num=9, loss/train=0.189, alignment/train=0.0822, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 86%|████████▌ | 402/469 [00:37<00:06, 10.80it/s, v_num=9, loss/train=0.167, alignment/train=0.0814, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 86%|████████▌ | 403/469 [00:37<00:06, 10.79it/s, v_num=9, loss/train=0.167, alignment/train=0.0814, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 86%|████████▌ | 403/469 [00:37<00:06, 10.79it/s, v_num=9, loss/train=0.136, alignment/train=0.0726, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 86%|████████▌ | 404/469 [00:37<00:06, 10.80it/s, v_num=9, loss/train=0.136, alignment/train=0.0726, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 86%|████████▌ | 404/469 [00:37<00:06, 10.80it/s, v_num=9, loss/train=0.183, alignment/train=0.0781, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 86%|████████▋ | 405/469 [00:37<00:05, 10.80it/s, v_num=9, loss/train=0.183, alignment/train=0.0781, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 86%|████████▋ | 405/469 [00:37<00:05, 10.80it/s, v_num=9, loss/train=0.195, alignment/train=0.0861, uniformity/train=-3.54, contrastive_acc/train=0.988, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 87%|████████▋ | 406/469 [00:37<00:05, 10.81it/s, v_num=9, loss/train=0.195, alignment/train=0.0861, uniformity/train=-3.54, contrastive_acc/train=0.988, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 87%|████████▋ | 406/469 [00:37<00:05, 10.81it/s, v_num=9, loss/train=0.160, alignment/train=0.0729, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 87%|████████▋ | 407/469 [00:37<00:05, 10.81it/s, v_num=9, loss/train=0.160, alignment/train=0.0729, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 87%|████████▋ | 407/469 [00:37<00:05, 10.81it/s, v_num=9, loss/train=0.161, alignment/train=0.0794, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 87%|████████▋ | 408/469 [00:37<00:05, 10.80it/s, v_num=9, loss/train=0.161, alignment/train=0.0794, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 87%|████████▋ | 408/469 [00:37<00:05, 10.79it/s, v_num=9, loss/train=0.197, alignment/train=0.0952, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 87%|████████▋ | 409/469 [00:37<00:05, 10.80it/s, v_num=9, loss/train=0.197, alignment/train=0.0952, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 87%|████████▋ | 409/469 [00:37<00:05, 10.80it/s, v_num=9, loss/train=0.168, alignment/train=0.083, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 87%|████████▋ | 410/469 [00:37<00:05, 10.80it/s, v_num=9, loss/train=0.168, alignment/train=0.083, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 87%|████████▋ | 410/469 [00:37<00:05, 10.80it/s, v_num=9, loss/train=0.193, alignment/train=0.0911, uniformity/train=-3.55, contrastive_acc/train=0.988, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 88%|████████▊ | 411/469 [00:38<00:05, 10.81it/s, v_num=9, loss/train=0.193, alignment/train=0.0911, uniformity/train=-3.55, contrastive_acc/train=0.988, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 88%|████████▊ | 411/469 [00:38<00:05, 10.81it/s, v_num=9, loss/train=0.153, alignment/train=0.0694, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 88%|████████▊ | 412/469 [00:38<00:05, 10.81it/s, v_num=9, loss/train=0.153, alignment/train=0.0694, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 88%|████████▊ | 412/469 [00:38<00:05, 10.81it/s, v_num=9, loss/train=0.166, alignment/train=0.0661, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 88%|████████▊ | 413/469 [00:38<00:05, 10.82it/s, v_num=9, loss/train=0.166, alignment/train=0.0661, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 88%|████████▊ | 413/469 [00:38<00:05, 10.82it/s, v_num=9, loss/train=0.188, alignment/train=0.0735, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 88%|████████▊ | 414/469 [00:38<00:05, 10.80it/s, v_num=9, loss/train=0.188, alignment/train=0.0735, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 88%|████████▊ | 414/469 [00:38<00:05, 10.80it/s, v_num=9, loss/train=0.147, alignment/train=0.0815, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 88%|████████▊ | 415/469 [00:38<00:04, 10.81it/s, v_num=9, loss/train=0.147, alignment/train=0.0815, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 88%|████████▊ | 415/469 [00:38<00:04, 10.81it/s, v_num=9, loss/train=0.147, alignment/train=0.0708, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 89%|████████▊ | 416/469 [00:38<00:04, 10.81it/s, v_num=9, loss/train=0.147, alignment/train=0.0708, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 89%|████████▊ | 416/469 [00:38<00:04, 10.81it/s, v_num=9, loss/train=0.207, alignment/train=0.0969, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 89%|████████▉ | 417/469 [00:38<00:04, 10.83it/s, v_num=9, loss/train=0.207, alignment/train=0.0969, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 89%|████████▉ | 417/469 [00:38<00:04, 10.83it/s, v_num=9, loss/train=0.170, alignment/train=0.0747, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 89%|████████▉ | 418/469 [00:38<00:04, 10.83it/s, v_num=9, loss/train=0.170, alignment/train=0.0747, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 89%|████████▉ | 418/469 [00:38<00:04, 10.83it/s, v_num=9, loss/train=0.162, alignment/train=0.0794, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 89%|████████▉ | 419/469 [00:38<00:04, 10.83it/s, v_num=9, loss/train=0.162, alignment/train=0.0794, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 89%|████████▉ | 419/469 [00:38<00:04, 10.83it/s, v_num=9, loss/train=0.153, alignment/train=0.0777, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 90%|████████▉ | 420/469 [00:38<00:04, 10.82it/s, v_num=9, loss/train=0.153, alignment/train=0.0777, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 90%|████████▉ | 420/469 [00:38<00:04, 10.82it/s, v_num=9, loss/train=0.147, alignment/train=0.0763, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 90%|████████▉ | 421/469 [00:38<00:04, 10.82it/s, v_num=9, loss/train=0.147, alignment/train=0.0763, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 90%|████████▉ | 421/469 [00:38<00:04, 10.82it/s, v_num=9, loss/train=0.160, alignment/train=0.0785, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 90%|████████▉ | 422/469 [00:39<00:04, 10.82it/s, v_num=9, loss/train=0.160, alignment/train=0.0785, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 90%|████████▉ | 422/469 [00:39<00:04, 10.81it/s, v_num=9, loss/train=0.160, alignment/train=0.0867, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 90%|█████████ | 423/469 [00:39<00:04, 10.82it/s, v_num=9, loss/train=0.160, alignment/train=0.0867, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 90%|█████████ | 423/469 [00:39<00:04, 10.82it/s, v_num=9, loss/train=0.170, alignment/train=0.0784, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 90%|█████████ | 424/469 [00:39<00:04, 10.83it/s, v_num=9, loss/train=0.170, alignment/train=0.0784, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 90%|█████████ | 424/469 [00:39<00:04, 10.82it/s, v_num=9, loss/train=0.215, alignment/train=0.088, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 91%|█████████ | 425/469 [00:39<00:04, 10.83it/s, v_num=9, loss/train=0.215, alignment/train=0.088, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 91%|█████████ | 425/469 [00:39<00:04, 10.83it/s, v_num=9, loss/train=0.158, alignment/train=0.0726, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 91%|█████████ | 426/469 [00:39<00:03, 10.81it/s, v_num=9, loss/train=0.158, alignment/train=0.0726, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 91%|█████████ | 426/469 [00:39<00:03, 10.81it/s, v_num=9, loss/train=0.145, alignment/train=0.0683, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 91%|█████████ | 427/469 [00:39<00:03, 10.82it/s, v_num=9, loss/train=0.145, alignment/train=0.0683, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 91%|█████████ | 427/469 [00:39<00:03, 10.82it/s, v_num=9, loss/train=0.146, alignment/train=0.0695, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 91%|█████████▏| 428/469 [00:39<00:03, 10.83it/s, v_num=9, loss/train=0.146, alignment/train=0.0695, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 91%|█████████▏| 428/469 [00:39<00:03, 10.83it/s, v_num=9, loss/train=0.163, alignment/train=0.0824, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 91%|█████████▏| 429/469 [00:39<00:03, 10.82it/s, v_num=9, loss/train=0.163, alignment/train=0.0824, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 91%|█████████▏| 429/469 [00:39<00:03, 10.82it/s, v_num=9, loss/train=0.151, alignment/train=0.0768, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 92%|█████████▏| 430/469 [00:39<00:03, 10.83it/s, v_num=9, loss/train=0.151, alignment/train=0.0768, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 92%|█████████▏| 430/469 [00:39<00:03, 10.83it/s, v_num=9, loss/train=0.191, alignment/train=0.0751, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 92%|█████████▏| 431/469 [00:39<00:03, 10.84it/s, v_num=9, loss/train=0.191, alignment/train=0.0751, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 92%|█████████▏| 431/469 [00:39<00:03, 10.84it/s, v_num=9, loss/train=0.159, alignment/train=0.0717, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 92%|█████████▏| 432/469 [00:39<00:03, 10.83it/s, v_num=9, loss/train=0.159, alignment/train=0.0717, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 92%|█████████▏| 432/469 [00:39<00:03, 10.83it/s, v_num=9, loss/train=0.155, alignment/train=0.0814, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 92%|█████████▏| 433/469 [00:39<00:03, 10.84it/s, v_num=9, loss/train=0.155, alignment/train=0.0814, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 92%|█████████▏| 433/469 [00:39<00:03, 10.84it/s, v_num=9, loss/train=0.171, alignment/train=0.0813, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 93%|█████████▎| 434/469 [00:40<00:03, 10.83it/s, v_num=9, loss/train=0.171, alignment/train=0.0813, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 93%|█████████▎| 434/469 [00:40<00:03, 10.83it/s, v_num=9, loss/train=0.197, alignment/train=0.0916, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 93%|█████████▎| 435/469 [00:40<00:03, 10.84it/s, v_num=9, loss/train=0.197, alignment/train=0.0916, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 93%|█████████▎| 435/469 [00:40<00:03, 10.84it/s, v_num=9, loss/train=0.159, alignment/train=0.0819, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 93%|█████████▎| 436/469 [00:40<00:03, 10.84it/s, v_num=9, loss/train=0.159, alignment/train=0.0819, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 93%|█████████▎| 436/469 [00:40<00:03, 10.84it/s, v_num=9, loss/train=0.137, alignment/train=0.0777, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 93%|█████████▎| 437/469 [00:40<00:02, 10.84it/s, v_num=9, loss/train=0.137, alignment/train=0.0777, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 93%|█████████▎| 437/469 [00:40<00:02, 10.84it/s, v_num=9, loss/train=0.160, alignment/train=0.0842, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 93%|█████████▎| 438/469 [00:40<00:02, 10.84it/s, v_num=9, loss/train=0.160, alignment/train=0.0842, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 93%|█████████▎| 438/469 [00:40<00:02, 10.84it/s, v_num=9, loss/train=0.174, alignment/train=0.0882, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 94%|█████████▎| 439/469 [00:40<00:02, 10.83it/s, v_num=9, loss/train=0.174, alignment/train=0.0882, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 94%|█████████▎| 439/469 [00:40<00:02, 10.83it/s, v_num=9, loss/train=0.176, alignment/train=0.0792, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 94%|█████████▍| 440/469 [00:40<00:02, 10.84it/s, v_num=9, loss/train=0.176, alignment/train=0.0792, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 94%|█████████▍| 440/469 [00:40<00:02, 10.84it/s, v_num=9, loss/train=0.145, alignment/train=0.0763, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 94%|█████████▍| 441/469 [00:40<00:02, 10.84it/s, v_num=9, loss/train=0.145, alignment/train=0.0763, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 94%|█████████▍| 441/469 [00:40<00:02, 10.84it/s, v_num=9, loss/train=0.144, alignment/train=0.066, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 94%|█████████▍| 442/469 [00:40<00:02, 10.84it/s, v_num=9, loss/train=0.144, alignment/train=0.066, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 94%|█████████▍| 442/469 [00:40<00:02, 10.84it/s, v_num=9, loss/train=0.196, alignment/train=0.0827, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 94%|█████████▍| 443/469 [00:40<00:02, 10.83it/s, v_num=9, loss/train=0.196, alignment/train=0.0827, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 94%|█████████▍| 443/469 [00:40<00:02, 10.83it/s, v_num=9, loss/train=0.171, alignment/train=0.0942, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 95%|█████████▍| 444/469 [00:40<00:02, 10.83it/s, v_num=9, loss/train=0.171, alignment/train=0.0942, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 95%|█████████▍| 444/469 [00:40<00:02, 10.83it/s, v_num=9, loss/train=0.163, alignment/train=0.0847, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 95%|█████████▍| 445/469 [00:41<00:02, 10.84it/s, v_num=9, loss/train=0.163, alignment/train=0.0847, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 95%|█████████▍| 445/469 [00:41<00:02, 10.84it/s, v_num=9, loss/train=0.153, alignment/train=0.0781, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 95%|█████████▌| 446/469 [00:41<00:02, 10.85it/s, v_num=9, loss/train=0.153, alignment/train=0.0781, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 95%|█████████▌| 446/469 [00:41<00:02, 10.85it/s, v_num=9, loss/train=0.162, alignment/train=0.0821, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 95%|█████████▌| 447/469 [00:41<00:02, 10.85it/s, v_num=9, loss/train=0.162, alignment/train=0.0821, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 95%|█████████▌| 447/469 [00:41<00:02, 10.85it/s, v_num=9, loss/train=0.174, alignment/train=0.0832, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 96%|█████████▌| 448/469 [00:41<00:01, 10.83it/s, v_num=9, loss/train=0.174, alignment/train=0.0832, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 96%|█████████▌| 448/469 [00:41<00:01, 10.83it/s, v_num=9, loss/train=0.214, alignment/train=0.0761, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 96%|█████████▌| 449/469 [00:41<00:01, 10.84it/s, v_num=9, loss/train=0.214, alignment/train=0.0761, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 96%|█████████▌| 449/469 [00:41<00:01, 10.84it/s, v_num=9, loss/train=0.179, alignment/train=0.0895, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 96%|█████████▌| 450/469 [00:41<00:01, 10.85it/s, v_num=9, loss/train=0.179, alignment/train=0.0895, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 96%|█████████▌| 450/469 [00:41<00:01, 10.85it/s, v_num=9, loss/train=0.145, alignment/train=0.0754, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 96%|█████████▌| 451/469 [00:41<00:01, 10.86it/s, v_num=9, loss/train=0.145, alignment/train=0.0754, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 96%|█████████▌| 451/469 [00:41<00:01, 10.86it/s, v_num=9, loss/train=0.148, alignment/train=0.0738, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 96%|█████████▋| 452/469 [00:41<00:01, 10.87it/s, v_num=9, loss/train=0.148, alignment/train=0.0738, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 96%|█████████▋| 452/469 [00:41<00:01, 10.87it/s, v_num=9, loss/train=0.166, alignment/train=0.0821, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 97%|█████████▋| 453/469 [00:41<00:01, 10.89it/s, v_num=9, loss/train=0.166, alignment/train=0.0821, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 97%|█████████▋| 453/469 [00:41<00:01, 10.89it/s, v_num=9, loss/train=0.142, alignment/train=0.0861, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 97%|█████████▋| 454/469 [00:41<00:01, 10.90it/s, v_num=9, loss/train=0.142, alignment/train=0.0861, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 97%|█████████▋| 454/469 [00:41<00:01, 10.90it/s, v_num=9, loss/train=0.181, alignment/train=0.0725, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 97%|█████████▋| 455/469 [00:41<00:01, 10.92it/s, v_num=9, loss/train=0.181, alignment/train=0.0725, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 97%|█████████▋| 455/469 [00:41<00:01, 10.92it/s, v_num=9, loss/train=0.181, alignment/train=0.0859, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 97%|█████████▋| 456/469 [00:41<00:01, 10.93it/s, v_num=9, loss/train=0.181, alignment/train=0.0859, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 97%|█████████▋| 456/469 [00:41<00:01, 10.93it/s, v_num=9, loss/train=0.163, alignment/train=0.0775, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 97%|█████████▋| 457/469 [00:41<00:01, 10.95it/s, v_num=9, loss/train=0.163, alignment/train=0.0775, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 97%|█████████▋| 457/469 [00:41<00:01, 10.95it/s, v_num=9, loss/train=0.202, alignment/train=0.0792, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 98%|█████████▊| 458/469 [00:41<00:01, 10.96it/s, v_num=9, loss/train=0.202, alignment/train=0.0792, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 98%|█████████▊| 458/469 [00:41<00:01, 10.96it/s, v_num=9, loss/train=0.164, alignment/train=0.0835, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 98%|█████████▊| 459/469 [00:41<00:00, 10.98it/s, v_num=9, loss/train=0.164, alignment/train=0.0835, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 98%|█████████▊| 459/469 [00:41<00:00, 10.97it/s, v_num=9, loss/train=0.172, alignment/train=0.0802, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 98%|█████████▊| 460/469 [00:41<00:00, 10.99it/s, v_num=9, loss/train=0.172, alignment/train=0.0802, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 98%|█████████▊| 460/469 [00:41<00:00, 10.99it/s, v_num=9, loss/train=0.152, alignment/train=0.0767, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 98%|█████████▊| 461/469 [00:41<00:00, 11.00it/s, v_num=9, loss/train=0.152, alignment/train=0.0767, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 98%|█████████▊| 461/469 [00:41<00:00, 11.00it/s, v_num=9, loss/train=0.191, alignment/train=0.0696, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 99%|█████████▊| 462/469 [00:41<00:00, 11.02it/s, v_num=9, loss/train=0.191, alignment/train=0.0696, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 99%|█████████▊| 462/469 [00:41<00:00, 11.02it/s, v_num=9, loss/train=0.155, alignment/train=0.0713, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 99%|█████████▊| 463/469 [00:41<00:00, 11.03it/s, v_num=9, loss/train=0.155, alignment/train=0.0713, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 99%|█████████▊| 463/469 [00:41<00:00, 11.03it/s, v_num=9, loss/train=0.151, alignment/train=0.0709, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 99%|█████████▉| 464/469 [00:42<00:00, 11.05it/s, v_num=9, loss/train=0.151, alignment/train=0.0709, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 99%|█████████▉| 464/469 [00:42<00:00, 11.05it/s, v_num=9, loss/train=0.173, alignment/train=0.0781, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 99%|█████████▉| 465/469 [00:42<00:00, 11.06it/s, v_num=9, loss/train=0.173, alignment/train=0.0781, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 99%|█████████▉| 465/469 [00:42<00:00, 11.06it/s, v_num=9, loss/train=0.150, alignment/train=0.0697, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 99%|█████████▉| 466/469 [00:42<00:00, 11.07it/s, v_num=9, loss/train=0.150, alignment/train=0.0697, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 99%|█████████▉| 466/469 [00:42<00:00, 11.07it/s, v_num=9, loss/train=0.164, alignment/train=0.0771, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 100%|█████████▉| 467/469 [00:42<00:00, 11.09it/s, v_num=9, loss/train=0.164, alignment/train=0.0771, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 100%|█████████▉| 467/469 [00:42<00:00, 11.09it/s, v_num=9, loss/train=0.167, alignment/train=0.0712, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 100%|█████████▉| 468/469 [00:42<00:00, 11.10it/s, v_num=9, loss/train=0.167, alignment/train=0.0712, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 100%|█████████▉| 468/469 [00:42<00:00, 11.10it/s, v_num=9, loss/train=0.155, alignment/train=0.0719, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 100%|██████████| 469/469 [00:42<00:00, 11.11it/s, v_num=9, loss/train=0.155, alignment/train=0.0719, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 100%|██████████| 469/469 [00:42<00:00, 11.11it/s, v_num=9, loss/train=0.127, alignment/train=0.0611, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
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Validation DataLoader 0: 73%|███████▎ | 58/79 [00:04<00:01, 12.27it/s]
Validation DataLoader 0: 75%|███████▍ | 59/79 [00:04<00:01, 12.28it/s]
Validation DataLoader 0: 76%|███████▌ | 60/79 [00:04<00:01, 12.35it/s]
Validation DataLoader 0: 77%|███████▋ | 61/79 [00:04<00:01, 12.46it/s]
Validation DataLoader 0: 78%|███████▊ | 62/79 [00:04<00:01, 12.55it/s]
Validation DataLoader 0: 80%|███████▉ | 63/79 [00:04<00:01, 12.66it/s]
Validation DataLoader 0: 81%|████████ | 64/79 [00:05<00:01, 12.80it/s]
Validation DataLoader 0: 82%|████████▏ | 65/79 [00:05<00:01, 12.96it/s]
Validation DataLoader 0: 84%|████████▎ | 66/79 [00:05<00:00, 13.12it/s]
Validation DataLoader 0: 85%|████████▍ | 67/79 [00:05<00:00, 13.30it/s]
Validation DataLoader 0: 86%|████████▌ | 68/79 [00:05<00:00, 13.46it/s]
Validation DataLoader 0: 87%|████████▋ | 69/79 [00:05<00:00, 13.63it/s]
Validation DataLoader 0: 89%|████████▊ | 70/79 [00:05<00:00, 13.80it/s]
Validation DataLoader 0: 90%|████████▉ | 71/79 [00:05<00:00, 13.97it/s]
Validation DataLoader 0: 91%|█████████ | 72/79 [00:05<00:00, 14.13it/s]
Validation DataLoader 0: 92%|█████████▏| 73/79 [00:05<00:00, 14.30it/s]
Validation DataLoader 0: 94%|█████████▎| 74/79 [00:05<00:00, 14.47it/s]
Validation DataLoader 0: 95%|█████████▍| 75/79 [00:05<00:00, 14.63it/s]
Validation DataLoader 0: 96%|█████████▌| 76/79 [00:05<00:00, 14.79it/s]
Validation DataLoader 0: 97%|█████████▋| 77/79 [00:05<00:00, 14.96it/s]
Validation DataLoader 0: 99%|█████████▊| 78/79 [00:05<00:00, 15.13it/s]
Validation DataLoader 0: 100%|██████████| 79/79 [00:05<00:00, 15.31it/s]
Epoch 28: 100%|██████████| 469/469 [00:48<00:00, 9.77it/s, v_num=9, loss/train=0.127, alignment/train=0.0611, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 100%|██████████| 469/469 [00:48<00:00, 9.77it/s, v_num=9, loss/train=0.127, alignment/train=0.0611, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 0%| | 0/469 [00:00<?, ?it/s, v_num=9, loss/train=0.127, alignment/train=0.0611, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 0%| | 0/469 [00:00<?, ?it/s, v_num=9, loss/train=0.127, alignment/train=0.0611, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 0%| | 1/469 [00:01<11:33, 0.67it/s, v_num=9, loss/train=0.127, alignment/train=0.0611, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 0%| | 1/469 [00:01<11:34, 0.67it/s, v_num=9, loss/train=0.163, alignment/train=0.0817, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 0%| | 2/469 [00:01<06:30, 1.20it/s, v_num=9, loss/train=0.163, alignment/train=0.0817, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 0%| | 2/469 [00:01<06:30, 1.19it/s, v_num=9, loss/train=0.164, alignment/train=0.077, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 1%| | 3/469 [00:01<04:36, 1.69it/s, v_num=9, loss/train=0.164, alignment/train=0.077, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 1%| | 3/469 [00:01<04:36, 1.69it/s, v_num=9, loss/train=0.149, alignment/train=0.073, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 1%| | 4/469 [00:01<03:33, 2.18it/s, v_num=9, loss/train=0.149, alignment/train=0.073, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 1%| | 4/469 [00:01<03:33, 2.18it/s, v_num=9, loss/train=0.165, alignment/train=0.0833, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 1%| | 5/469 [00:01<03:01, 2.56it/s, v_num=9, loss/train=0.165, alignment/train=0.0833, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 1%| | 5/469 [00:01<03:01, 2.56it/s, v_num=9, loss/train=0.172, alignment/train=0.0684, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 1%|▏ | 6/469 [00:02<02:34, 2.99it/s, v_num=9, loss/train=0.172, alignment/train=0.0684, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 1%|▏ | 6/469 [00:02<02:34, 2.99it/s, v_num=9, loss/train=0.151, alignment/train=0.0729, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 1%|▏ | 7/469 [00:02<02:16, 3.38it/s, v_num=9, loss/train=0.151, alignment/train=0.0729, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 1%|▏ | 7/469 [00:02<02:17, 3.37it/s, v_num=9, loss/train=0.158, alignment/train=0.0741, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 2%|▏ | 8/469 [00:02<02:05, 3.67it/s, v_num=9, loss/train=0.158, alignment/train=0.0741, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 2%|▏ | 8/469 [00:02<02:05, 3.67it/s, v_num=9, loss/train=0.165, alignment/train=0.0745, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 2%|▏ | 9/469 [00:02<01:54, 4.02it/s, v_num=9, loss/train=0.165, alignment/train=0.0745, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 2%|▏ | 9/469 [00:02<01:54, 4.02it/s, v_num=9, loss/train=0.147, alignment/train=0.0777, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 2%|▏ | 10/469 [00:02<01:47, 4.27it/s, v_num=9, loss/train=0.147, alignment/train=0.0777, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 2%|▏ | 10/469 [00:02<01:47, 4.26it/s, v_num=9, loss/train=0.153, alignment/train=0.0745, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 2%|▏ | 11/469 [00:02<01:42, 4.48it/s, v_num=9, loss/train=0.153, alignment/train=0.0745, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 2%|▏ | 11/469 [00:02<01:42, 4.48it/s, v_num=9, loss/train=0.148, alignment/train=0.0685, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 3%|▎ | 12/469 [00:02<01:37, 4.68it/s, v_num=9, loss/train=0.148, alignment/train=0.0685, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 3%|▎ | 12/469 [00:02<01:37, 4.68it/s, v_num=9, loss/train=0.166, alignment/train=0.0726, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 3%|▎ | 13/469 [00:02<01:33, 4.88it/s, v_num=9, loss/train=0.166, alignment/train=0.0726, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 3%|▎ | 13/469 [00:02<01:33, 4.87it/s, v_num=9, loss/train=0.155, alignment/train=0.0812, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 3%|▎ | 14/469 [00:02<01:28, 5.14it/s, v_num=9, loss/train=0.155, alignment/train=0.0812, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 3%|▎ | 14/469 [00:02<01:28, 5.14it/s, v_num=9, loss/train=0.180, alignment/train=0.0789, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 3%|▎ | 15/469 [00:02<01:25, 5.31it/s, v_num=9, loss/train=0.180, alignment/train=0.0789, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 3%|▎ | 15/469 [00:02<01:25, 5.31it/s, v_num=9, loss/train=0.177, alignment/train=0.0788, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 3%|▎ | 16/469 [00:02<01:21, 5.56it/s, v_num=9, loss/train=0.177, alignment/train=0.0788, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 3%|▎ | 16/469 [00:02<01:21, 5.55it/s, v_num=9, loss/train=0.198, alignment/train=0.0848, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 4%|▎ | 17/469 [00:03<01:20, 5.63it/s, v_num=9, loss/train=0.198, alignment/train=0.0848, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 4%|▎ | 17/469 [00:03<01:20, 5.63it/s, v_num=9, loss/train=0.136, alignment/train=0.0691, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 4%|▍ | 18/469 [00:03<01:17, 5.85it/s, v_num=9, loss/train=0.136, alignment/train=0.0691, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 4%|▍ | 18/469 [00:03<01:17, 5.85it/s, v_num=9, loss/train=0.190, alignment/train=0.0804, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 4%|▍ | 19/469 [00:03<01:16, 5.91it/s, v_num=9, loss/train=0.190, alignment/train=0.0804, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 4%|▍ | 19/469 [00:03<01:16, 5.91it/s, v_num=9, loss/train=0.185, alignment/train=0.0879, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 4%|▍ | 20/469 [00:03<01:14, 6.01it/s, v_num=9, loss/train=0.185, alignment/train=0.0879, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 4%|▍ | 20/469 [00:03<01:14, 6.01it/s, v_num=9, loss/train=0.174, alignment/train=0.0923, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 4%|▍ | 21/469 [00:03<01:13, 6.10it/s, v_num=9, loss/train=0.174, alignment/train=0.0923, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 4%|▍ | 21/469 [00:03<01:13, 6.10it/s, v_num=9, loss/train=0.174, alignment/train=0.0791, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 5%|▍ | 22/469 [00:03<01:11, 6.27it/s, v_num=9, loss/train=0.174, alignment/train=0.0791, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 5%|▍ | 22/469 [00:03<01:11, 6.27it/s, v_num=9, loss/train=0.171, alignment/train=0.0755, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 5%|▍ | 23/469 [00:03<01:09, 6.45it/s, v_num=9, loss/train=0.171, alignment/train=0.0755, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 5%|▍ | 23/469 [00:03<01:09, 6.45it/s, v_num=9, loss/train=0.169, alignment/train=0.0789, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 5%|▌ | 24/469 [00:03<01:07, 6.59it/s, v_num=9, loss/train=0.169, alignment/train=0.0789, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 5%|▌ | 24/469 [00:03<01:07, 6.59it/s, v_num=9, loss/train=0.149, alignment/train=0.0704, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 5%|▌ | 25/469 [00:03<01:06, 6.65it/s, v_num=9, loss/train=0.149, alignment/train=0.0704, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 5%|▌ | 25/469 [00:03<01:06, 6.65it/s, v_num=9, loss/train=0.161, alignment/train=0.075, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 6%|▌ | 26/469 [00:03<01:06, 6.69it/s, v_num=9, loss/train=0.161, alignment/train=0.075, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 6%|▌ | 26/469 [00:03<01:06, 6.69it/s, v_num=9, loss/train=0.160, alignment/train=0.0776, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 6%|▌ | 27/469 [00:03<01:04, 6.85it/s, v_num=9, loss/train=0.160, alignment/train=0.0776, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 6%|▌ | 27/469 [00:03<01:04, 6.85it/s, v_num=9, loss/train=0.150, alignment/train=0.0786, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 6%|▌ | 28/469 [00:04<01:03, 7.00it/s, v_num=9, loss/train=0.150, alignment/train=0.0786, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 6%|▌ | 28/469 [00:04<01:03, 7.00it/s, v_num=9, loss/train=0.199, alignment/train=0.0875, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 6%|▌ | 29/469 [00:04<01:02, 7.05it/s, v_num=9, loss/train=0.199, alignment/train=0.0875, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 6%|▌ | 29/469 [00:04<01:02, 7.05it/s, v_num=9, loss/train=0.136, alignment/train=0.0681, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 6%|▋ | 30/469 [00:04<01:02, 7.07it/s, v_num=9, loss/train=0.136, alignment/train=0.0681, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 6%|▋ | 30/469 [00:04<01:02, 7.07it/s, v_num=9, loss/train=0.164, alignment/train=0.0802, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 7%|▋ | 31/469 [00:04<01:00, 7.19it/s, v_num=9, loss/train=0.164, alignment/train=0.0802, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 7%|▋ | 31/469 [00:04<01:00, 7.19it/s, v_num=9, loss/train=0.171, alignment/train=0.0827, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 7%|▋ | 32/469 [00:04<00:59, 7.33it/s, v_num=9, loss/train=0.171, alignment/train=0.0827, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 7%|▋ | 32/469 [00:04<00:59, 7.33it/s, v_num=9, loss/train=0.153, alignment/train=0.0786, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 7%|▋ | 33/469 [00:04<00:59, 7.38it/s, v_num=9, loss/train=0.153, alignment/train=0.0786, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 7%|▋ | 33/469 [00:04<00:59, 7.37it/s, v_num=9, loss/train=0.180, alignment/train=0.0829, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 7%|▋ | 34/469 [00:04<00:58, 7.39it/s, v_num=9, loss/train=0.180, alignment/train=0.0829, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 7%|▋ | 34/469 [00:04<00:58, 7.39it/s, v_num=9, loss/train=0.137, alignment/train=0.0644, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 7%|▋ | 35/469 [00:04<00:57, 7.49it/s, v_num=9, loss/train=0.137, alignment/train=0.0644, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 7%|▋ | 35/469 [00:04<00:57, 7.49it/s, v_num=9, loss/train=0.184, alignment/train=0.0844, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 8%|▊ | 36/469 [00:04<00:56, 7.61it/s, v_num=9, loss/train=0.184, alignment/train=0.0844, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 8%|▊ | 36/469 [00:04<00:56, 7.61it/s, v_num=9, loss/train=0.178, alignment/train=0.0697, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 8%|▊ | 37/469 [00:04<00:56, 7.60it/s, v_num=9, loss/train=0.178, alignment/train=0.0697, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 8%|▊ | 37/469 [00:04<00:56, 7.60it/s, v_num=9, loss/train=0.151, alignment/train=0.076, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 8%|▊ | 38/469 [00:04<00:55, 7.70it/s, v_num=9, loss/train=0.151, alignment/train=0.076, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 8%|▊ | 38/469 [00:04<00:55, 7.70it/s, v_num=9, loss/train=0.154, alignment/train=0.0742, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 8%|▊ | 39/469 [00:05<00:55, 7.79it/s, v_num=9, loss/train=0.154, alignment/train=0.0742, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 8%|▊ | 39/469 [00:05<00:55, 7.79it/s, v_num=9, loss/train=0.153, alignment/train=0.0737, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 9%|▊ | 40/469 [00:05<00:55, 7.72it/s, v_num=9, loss/train=0.153, alignment/train=0.0737, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 9%|▊ | 40/469 [00:05<00:55, 7.72it/s, v_num=9, loss/train=0.145, alignment/train=0.0724, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 9%|▊ | 41/469 [00:05<00:54, 7.83it/s, v_num=9, loss/train=0.145, alignment/train=0.0724, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 9%|▊ | 41/469 [00:05<00:54, 7.82it/s, v_num=9, loss/train=0.157, alignment/train=0.0795, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 9%|▉ | 42/469 [00:05<00:53, 7.93it/s, v_num=9, loss/train=0.157, alignment/train=0.0795, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 9%|▉ | 42/469 [00:05<00:53, 7.93it/s, v_num=9, loss/train=0.168, alignment/train=0.0819, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 9%|▉ | 43/469 [00:05<00:53, 7.89it/s, v_num=9, loss/train=0.168, alignment/train=0.0819, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 9%|▉ | 43/469 [00:05<00:53, 7.89it/s, v_num=9, loss/train=0.147, alignment/train=0.0831, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 9%|▉ | 44/469 [00:05<00:53, 7.99it/s, v_num=9, loss/train=0.147, alignment/train=0.0831, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 9%|▉ | 44/469 [00:05<00:53, 7.99it/s, v_num=9, loss/train=0.144, alignment/train=0.0719, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 10%|▉ | 45/469 [00:05<00:52, 8.08it/s, v_num=9, loss/train=0.144, alignment/train=0.0719, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 10%|▉ | 45/469 [00:05<00:52, 8.08it/s, v_num=9, loss/train=0.150, alignment/train=0.0731, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 10%|▉ | 46/469 [00:05<00:52, 8.13it/s, v_num=9, loss/train=0.150, alignment/train=0.0731, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 10%|▉ | 46/469 [00:05<00:52, 8.13it/s, v_num=9, loss/train=0.195, alignment/train=0.0836, uniformity/train=-3.54, contrastive_acc/train=0.984, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 10%|█ | 47/469 [00:05<00:51, 8.17it/s, v_num=9, loss/train=0.195, alignment/train=0.0836, uniformity/train=-3.54, contrastive_acc/train=0.984, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 10%|█ | 47/469 [00:05<00:51, 8.17it/s, v_num=9, loss/train=0.150, alignment/train=0.0744, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 10%|█ | 48/469 [00:05<00:51, 8.20it/s, v_num=9, loss/train=0.150, alignment/train=0.0744, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 10%|█ | 48/469 [00:05<00:51, 8.20it/s, v_num=9, loss/train=0.146, alignment/train=0.0712, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 10%|█ | 49/469 [00:05<00:50, 8.26it/s, v_num=9, loss/train=0.146, alignment/train=0.0712, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 10%|█ | 49/469 [00:05<00:50, 8.26it/s, v_num=9, loss/train=0.207, alignment/train=0.0899, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 11%|█ | 50/469 [00:06<00:50, 8.27it/s, v_num=9, loss/train=0.207, alignment/train=0.0899, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 11%|█ | 50/469 [00:06<00:50, 8.27it/s, v_num=9, loss/train=0.170, alignment/train=0.0892, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 11%|█ | 51/469 [00:06<00:50, 8.35it/s, v_num=9, loss/train=0.170, alignment/train=0.0892, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 11%|█ | 51/469 [00:06<00:50, 8.35it/s, v_num=9, loss/train=0.172, alignment/train=0.0809, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 11%|█ | 52/469 [00:06<00:49, 8.40it/s, v_num=9, loss/train=0.172, alignment/train=0.0809, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 11%|█ | 52/469 [00:06<00:49, 8.40it/s, v_num=9, loss/train=0.193, alignment/train=0.0886, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 11%|█▏ | 53/469 [00:06<00:49, 8.48it/s, v_num=9, loss/train=0.193, alignment/train=0.0886, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 11%|█▏ | 53/469 [00:06<00:49, 8.48it/s, v_num=9, loss/train=0.182, alignment/train=0.0921, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 12%|█▏ | 54/469 [00:06<00:48, 8.51it/s, v_num=9, loss/train=0.182, alignment/train=0.0921, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 12%|█▏ | 54/469 [00:06<00:48, 8.51it/s, v_num=9, loss/train=0.151, alignment/train=0.0721, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 12%|█▏ | 55/469 [00:06<00:48, 8.50it/s, v_num=9, loss/train=0.151, alignment/train=0.0721, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 12%|█▏ | 55/469 [00:06<00:48, 8.50it/s, v_num=9, loss/train=0.154, alignment/train=0.0696, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 12%|█▏ | 56/469 [00:06<00:48, 8.50it/s, v_num=9, loss/train=0.154, alignment/train=0.0696, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 12%|█▏ | 56/469 [00:06<00:48, 8.50it/s, v_num=9, loss/train=0.168, alignment/train=0.0829, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 12%|█▏ | 57/469 [00:06<00:48, 8.58it/s, v_num=9, loss/train=0.168, alignment/train=0.0829, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 12%|█▏ | 57/469 [00:06<00:48, 8.58it/s, v_num=9, loss/train=0.166, alignment/train=0.0786, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 12%|█▏ | 58/469 [00:06<00:47, 8.62it/s, v_num=9, loss/train=0.166, alignment/train=0.0786, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 12%|█▏ | 58/469 [00:06<00:47, 8.61it/s, v_num=9, loss/train=0.142, alignment/train=0.0718, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 13%|█▎ | 59/469 [00:06<00:47, 8.63it/s, v_num=9, loss/train=0.142, alignment/train=0.0718, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 13%|█▎ | 59/469 [00:06<00:47, 8.63it/s, v_num=9, loss/train=0.156, alignment/train=0.0771, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 13%|█▎ | 60/469 [00:06<00:47, 8.70it/s, v_num=9, loss/train=0.156, alignment/train=0.0771, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 13%|█▎ | 60/469 [00:06<00:47, 8.70it/s, v_num=9, loss/train=0.154, alignment/train=0.0715, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 13%|█▎ | 61/469 [00:07<00:46, 8.71it/s, v_num=9, loss/train=0.154, alignment/train=0.0715, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 13%|█▎ | 61/469 [00:07<00:46, 8.71it/s, v_num=9, loss/train=0.151, alignment/train=0.080, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 13%|█▎ | 62/469 [00:07<00:46, 8.68it/s, v_num=9, loss/train=0.151, alignment/train=0.080, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 13%|█▎ | 62/469 [00:07<00:46, 8.68it/s, v_num=9, loss/train=0.146, alignment/train=0.0908, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 13%|█▎ | 63/469 [00:07<00:46, 8.75it/s, v_num=9, loss/train=0.146, alignment/train=0.0908, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 13%|█▎ | 63/469 [00:07<00:46, 8.75it/s, v_num=9, loss/train=0.173, alignment/train=0.0831, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 14%|█▎ | 64/469 [00:07<00:45, 8.81it/s, v_num=9, loss/train=0.173, alignment/train=0.0831, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 14%|█▎ | 64/469 [00:07<00:45, 8.81it/s, v_num=9, loss/train=0.157, alignment/train=0.0771, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 14%|█▍ | 65/469 [00:07<00:45, 8.87it/s, v_num=9, loss/train=0.157, alignment/train=0.0771, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 14%|█▍ | 65/469 [00:07<00:45, 8.87it/s, v_num=9, loss/train=0.184, alignment/train=0.0751, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 14%|█▍ | 66/469 [00:07<00:45, 8.89it/s, v_num=9, loss/train=0.184, alignment/train=0.0751, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 14%|█▍ | 66/469 [00:07<00:45, 8.89it/s, v_num=9, loss/train=0.199, alignment/train=0.0868, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 14%|█▍ | 67/469 [00:07<00:45, 8.90it/s, v_num=9, loss/train=0.199, alignment/train=0.0868, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 14%|█▍ | 67/469 [00:07<00:45, 8.90it/s, v_num=9, loss/train=0.204, alignment/train=0.0861, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 14%|█▍ | 68/469 [00:07<00:44, 8.95it/s, v_num=9, loss/train=0.204, alignment/train=0.0861, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 14%|█▍ | 68/469 [00:07<00:44, 8.95it/s, v_num=9, loss/train=0.183, alignment/train=0.0826, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 15%|█▍ | 69/469 [00:07<00:44, 9.01it/s, v_num=9, loss/train=0.183, alignment/train=0.0826, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 15%|█▍ | 69/469 [00:07<00:44, 9.01it/s, v_num=9, loss/train=0.155, alignment/train=0.0788, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 15%|█▍ | 70/469 [00:07<00:43, 9.08it/s, v_num=9, loss/train=0.155, alignment/train=0.0788, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 15%|█▍ | 70/469 [00:07<00:43, 9.08it/s, v_num=9, loss/train=0.173, alignment/train=0.0813, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 15%|█▌ | 71/469 [00:07<00:43, 9.11it/s, v_num=9, loss/train=0.173, alignment/train=0.0813, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 15%|█▌ | 71/469 [00:07<00:43, 9.11it/s, v_num=9, loss/train=0.134, alignment/train=0.0714, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 15%|█▌ | 72/469 [00:07<00:43, 9.08it/s, v_num=9, loss/train=0.134, alignment/train=0.0714, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 15%|█▌ | 72/469 [00:07<00:43, 9.08it/s, v_num=9, loss/train=0.167, alignment/train=0.0754, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 16%|█▌ | 73/469 [00:08<00:43, 9.08it/s, v_num=9, loss/train=0.167, alignment/train=0.0754, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 16%|█▌ | 73/469 [00:08<00:43, 9.08it/s, v_num=9, loss/train=0.177, alignment/train=0.0737, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 16%|█▌ | 74/469 [00:08<00:43, 9.04it/s, v_num=9, loss/train=0.177, alignment/train=0.0737, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 16%|█▌ | 74/469 [00:08<00:43, 9.04it/s, v_num=9, loss/train=0.160, alignment/train=0.0747, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 16%|█▌ | 75/469 [00:08<00:43, 9.07it/s, v_num=9, loss/train=0.160, alignment/train=0.0747, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 16%|█▌ | 75/469 [00:08<00:43, 9.07it/s, v_num=9, loss/train=0.163, alignment/train=0.0743, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 16%|█▌ | 76/469 [00:08<00:43, 9.13it/s, v_num=9, loss/train=0.163, alignment/train=0.0743, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 16%|█▌ | 76/469 [00:08<00:43, 9.13it/s, v_num=9, loss/train=0.167, alignment/train=0.0846, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 16%|█▋ | 77/469 [00:08<00:43, 9.11it/s, v_num=9, loss/train=0.167, alignment/train=0.0846, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 16%|█▋ | 77/469 [00:08<00:43, 9.11it/s, v_num=9, loss/train=0.158, alignment/train=0.0729, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 17%|█▋ | 78/469 [00:08<00:42, 9.10it/s, v_num=9, loss/train=0.158, alignment/train=0.0729, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 17%|█▋ | 78/469 [00:08<00:42, 9.10it/s, v_num=9, loss/train=0.175, alignment/train=0.067, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 17%|█▋ | 79/469 [00:08<00:42, 9.16it/s, v_num=9, loss/train=0.175, alignment/train=0.067, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 17%|█▋ | 79/469 [00:08<00:42, 9.16it/s, v_num=9, loss/train=0.148, alignment/train=0.0661, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 17%|█▋ | 80/469 [00:08<00:42, 9.21it/s, v_num=9, loss/train=0.148, alignment/train=0.0661, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 17%|█▋ | 80/469 [00:08<00:42, 9.21it/s, v_num=9, loss/train=0.173, alignment/train=0.0787, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 17%|█▋ | 81/469 [00:08<00:42, 9.22it/s, v_num=9, loss/train=0.173, alignment/train=0.0787, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 17%|█▋ | 81/469 [00:08<00:42, 9.22it/s, v_num=9, loss/train=0.143, alignment/train=0.0813, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 17%|█▋ | 82/469 [00:08<00:41, 9.23it/s, v_num=9, loss/train=0.143, alignment/train=0.0813, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 17%|█▋ | 82/469 [00:08<00:41, 9.23it/s, v_num=9, loss/train=0.128, alignment/train=0.0664, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 18%|█▊ | 83/469 [00:08<00:41, 9.28it/s, v_num=9, loss/train=0.128, alignment/train=0.0664, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 18%|█▊ | 83/469 [00:08<00:41, 9.28it/s, v_num=9, loss/train=0.148, alignment/train=0.0782, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 18%|█▊ | 84/469 [00:09<00:41, 9.28it/s, v_num=9, loss/train=0.148, alignment/train=0.0782, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 18%|█▊ | 84/469 [00:09<00:41, 9.28it/s, v_num=9, loss/train=0.182, alignment/train=0.0788, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 18%|█▊ | 85/469 [00:09<00:41, 9.30it/s, v_num=9, loss/train=0.182, alignment/train=0.0788, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 18%|█▊ | 85/469 [00:09<00:41, 9.29it/s, v_num=9, loss/train=0.187, alignment/train=0.0787, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 18%|█▊ | 86/469 [00:09<00:41, 9.29it/s, v_num=9, loss/train=0.187, alignment/train=0.0787, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 18%|█▊ | 86/469 [00:09<00:41, 9.29it/s, v_num=9, loss/train=0.197, alignment/train=0.0866, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 19%|█▊ | 87/469 [00:09<00:40, 9.34it/s, v_num=9, loss/train=0.197, alignment/train=0.0866, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 19%|█▊ | 87/469 [00:09<00:40, 9.34it/s, v_num=9, loss/train=0.192, alignment/train=0.0836, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 19%|█▉ | 88/469 [00:09<00:40, 9.33it/s, v_num=9, loss/train=0.192, alignment/train=0.0836, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 19%|█▉ | 88/469 [00:09<00:40, 9.33it/s, v_num=9, loss/train=0.223, alignment/train=0.0967, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 19%|█▉ | 89/469 [00:09<00:40, 9.35it/s, v_num=9, loss/train=0.223, alignment/train=0.0967, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 19%|█▉ | 89/469 [00:09<00:40, 9.35it/s, v_num=9, loss/train=0.143, alignment/train=0.0743, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 19%|█▉ | 90/469 [00:09<00:40, 9.36it/s, v_num=9, loss/train=0.143, alignment/train=0.0743, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 19%|█▉ | 90/469 [00:09<00:40, 9.36it/s, v_num=9, loss/train=0.159, alignment/train=0.0801, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 19%|█▉ | 91/469 [00:09<00:40, 9.41it/s, v_num=9, loss/train=0.159, alignment/train=0.0801, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 19%|█▉ | 91/469 [00:09<00:40, 9.41it/s, v_num=9, loss/train=0.130, alignment/train=0.0665, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 20%|█▉ | 92/469 [00:09<00:39, 9.46it/s, v_num=9, loss/train=0.130, alignment/train=0.0665, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 20%|█▉ | 92/469 [00:09<00:39, 9.46it/s, v_num=9, loss/train=0.155, alignment/train=0.0613, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 20%|█▉ | 93/469 [00:09<00:39, 9.49it/s, v_num=9, loss/train=0.155, alignment/train=0.0613, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 20%|█▉ | 93/469 [00:09<00:39, 9.49it/s, v_num=9, loss/train=0.160, alignment/train=0.0779, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 20%|██ | 94/469 [00:09<00:39, 9.44it/s, v_num=9, loss/train=0.160, alignment/train=0.0779, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 20%|██ | 94/469 [00:09<00:39, 9.44it/s, v_num=9, loss/train=0.198, alignment/train=0.0815, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 20%|██ | 95/469 [00:10<00:39, 9.47it/s, v_num=9, loss/train=0.198, alignment/train=0.0815, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 20%|██ | 95/469 [00:10<00:39, 9.47it/s, v_num=9, loss/train=0.170, alignment/train=0.0809, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 20%|██ | 96/469 [00:10<00:39, 9.46it/s, v_num=9, loss/train=0.170, alignment/train=0.0809, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 20%|██ | 96/469 [00:10<00:39, 9.46it/s, v_num=9, loss/train=0.189, alignment/train=0.0807, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 21%|██ | 97/469 [00:10<00:39, 9.47it/s, v_num=9, loss/train=0.189, alignment/train=0.0807, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 21%|██ | 97/469 [00:10<00:39, 9.47it/s, v_num=9, loss/train=0.152, alignment/train=0.0731, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 21%|██ | 98/469 [00:10<00:38, 9.51it/s, v_num=9, loss/train=0.152, alignment/train=0.0731, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 21%|██ | 98/469 [00:10<00:38, 9.51it/s, v_num=9, loss/train=0.151, alignment/train=0.072, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 21%|██ | 99/469 [00:10<00:38, 9.52it/s, v_num=9, loss/train=0.151, alignment/train=0.072, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 21%|██ | 99/469 [00:10<00:38, 9.52it/s, v_num=9, loss/train=0.164, alignment/train=0.079, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 21%|██▏ | 100/469 [00:10<00:38, 9.54it/s, v_num=9, loss/train=0.164, alignment/train=0.079, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 21%|██▏ | 100/469 [00:10<00:38, 9.54it/s, v_num=9, loss/train=0.149, alignment/train=0.0775, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 22%|██▏ | 101/469 [00:10<00:38, 9.55it/s, v_num=9, loss/train=0.149, alignment/train=0.0775, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 22%|██▏ | 101/469 [00:10<00:38, 9.55it/s, v_num=9, loss/train=0.152, alignment/train=0.0799, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 22%|██▏ | 102/469 [00:10<00:38, 9.54it/s, v_num=9, loss/train=0.152, alignment/train=0.0799, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 22%|██▏ | 102/469 [00:10<00:38, 9.54it/s, v_num=9, loss/train=0.163, alignment/train=0.0806, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 22%|██▏ | 103/469 [00:10<00:38, 9.56it/s, v_num=9, loss/train=0.163, alignment/train=0.0806, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 22%|██▏ | 103/469 [00:10<00:38, 9.56it/s, v_num=9, loss/train=0.155, alignment/train=0.080, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 22%|██▏ | 104/469 [00:10<00:38, 9.60it/s, v_num=9, loss/train=0.155, alignment/train=0.080, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 22%|██▏ | 104/469 [00:10<00:38, 9.60it/s, v_num=9, loss/train=0.157, alignment/train=0.071, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 22%|██▏ | 105/469 [00:10<00:37, 9.61it/s, v_num=9, loss/train=0.157, alignment/train=0.071, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 22%|██▏ | 105/469 [00:10<00:37, 9.61it/s, v_num=9, loss/train=0.164, alignment/train=0.0832, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 23%|██▎ | 106/469 [00:10<00:37, 9.65it/s, v_num=9, loss/train=0.164, alignment/train=0.0832, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 23%|██▎ | 106/469 [00:10<00:37, 9.65it/s, v_num=9, loss/train=0.178, alignment/train=0.0756, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 23%|██▎ | 107/469 [00:11<00:37, 9.61it/s, v_num=9, loss/train=0.178, alignment/train=0.0756, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 23%|██▎ | 107/469 [00:11<00:37, 9.61it/s, v_num=9, loss/train=0.194, alignment/train=0.0887, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 23%|██▎ | 108/469 [00:11<00:37, 9.64it/s, v_num=9, loss/train=0.194, alignment/train=0.0887, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 23%|██▎ | 108/469 [00:11<00:37, 9.64it/s, v_num=9, loss/train=0.173, alignment/train=0.0756, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 23%|██▎ | 109/469 [00:11<00:37, 9.67it/s, v_num=9, loss/train=0.173, alignment/train=0.0756, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 23%|██▎ | 109/469 [00:11<00:37, 9.67it/s, v_num=9, loss/train=0.158, alignment/train=0.0778, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 23%|██▎ | 110/469 [00:11<00:37, 9.67it/s, v_num=9, loss/train=0.158, alignment/train=0.0778, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 23%|██▎ | 110/469 [00:11<00:37, 9.67it/s, v_num=9, loss/train=0.178, alignment/train=0.0853, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 24%|██▎ | 111/469 [00:11<00:37, 9.66it/s, v_num=9, loss/train=0.178, alignment/train=0.0853, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 24%|██▎ | 111/469 [00:11<00:37, 9.66it/s, v_num=9, loss/train=0.151, alignment/train=0.0774, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 24%|██▍ | 112/469 [00:11<00:36, 9.69it/s, v_num=9, loss/train=0.151, alignment/train=0.0774, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 24%|██▍ | 112/469 [00:11<00:36, 9.69it/s, v_num=9, loss/train=0.138, alignment/train=0.0646, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 24%|██▍ | 113/469 [00:11<00:36, 9.72it/s, v_num=9, loss/train=0.138, alignment/train=0.0646, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 24%|██▍ | 113/469 [00:11<00:36, 9.72it/s, v_num=9, loss/train=0.162, alignment/train=0.0809, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 24%|██▍ | 114/469 [00:11<00:36, 9.72it/s, v_num=9, loss/train=0.162, alignment/train=0.0809, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 24%|██▍ | 114/469 [00:11<00:36, 9.72it/s, v_num=9, loss/train=0.162, alignment/train=0.0741, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 25%|██▍ | 115/469 [00:11<00:36, 9.74it/s, v_num=9, loss/train=0.162, alignment/train=0.0741, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 25%|██▍ | 115/469 [00:11<00:36, 9.74it/s, v_num=9, loss/train=0.216, alignment/train=0.0799, uniformity/train=-3.55, contrastive_acc/train=0.984, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 25%|██▍ | 116/469 [00:11<00:36, 9.78it/s, v_num=9, loss/train=0.216, alignment/train=0.0799, uniformity/train=-3.55, contrastive_acc/train=0.984, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 25%|██▍ | 116/469 [00:11<00:36, 9.78it/s, v_num=9, loss/train=0.153, alignment/train=0.0791, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 25%|██▍ | 117/469 [00:11<00:35, 9.79it/s, v_num=9, loss/train=0.153, alignment/train=0.0791, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 25%|██▍ | 117/469 [00:11<00:35, 9.79it/s, v_num=9, loss/train=0.186, alignment/train=0.0905, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 25%|██▌ | 118/469 [00:12<00:35, 9.81it/s, v_num=9, loss/train=0.186, alignment/train=0.0905, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 25%|██▌ | 118/469 [00:12<00:35, 9.81it/s, v_num=9, loss/train=0.177, alignment/train=0.0714, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 25%|██▌ | 119/469 [00:12<00:35, 9.83it/s, v_num=9, loss/train=0.177, alignment/train=0.0714, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 25%|██▌ | 119/469 [00:12<00:35, 9.83it/s, v_num=9, loss/train=0.152, alignment/train=0.074, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 26%|██▌ | 120/469 [00:12<00:35, 9.81it/s, v_num=9, loss/train=0.152, alignment/train=0.074, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 26%|██▌ | 120/469 [00:12<00:35, 9.81it/s, v_num=9, loss/train=0.148, alignment/train=0.0792, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 26%|██▌ | 121/469 [00:12<00:35, 9.80it/s, v_num=9, loss/train=0.148, alignment/train=0.0792, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 26%|██▌ | 121/469 [00:12<00:35, 9.80it/s, v_num=9, loss/train=0.187, alignment/train=0.0781, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 26%|██▌ | 122/469 [00:12<00:35, 9.78it/s, v_num=9, loss/train=0.187, alignment/train=0.0781, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 26%|██▌ | 122/469 [00:12<00:35, 9.78it/s, v_num=9, loss/train=0.138, alignment/train=0.0732, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 26%|██▌ | 123/469 [00:12<00:35, 9.82it/s, v_num=9, loss/train=0.138, alignment/train=0.0732, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 26%|██▌ | 123/469 [00:12<00:35, 9.82it/s, v_num=9, loss/train=0.139, alignment/train=0.0682, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 26%|██▋ | 124/469 [00:12<00:35, 9.85it/s, v_num=9, loss/train=0.139, alignment/train=0.0682, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 26%|██▋ | 124/469 [00:12<00:35, 9.85it/s, v_num=9, loss/train=0.140, alignment/train=0.0782, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 27%|██▋ | 125/469 [00:12<00:34, 9.85it/s, v_num=9, loss/train=0.140, alignment/train=0.0782, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 27%|██▋ | 125/469 [00:12<00:34, 9.85it/s, v_num=9, loss/train=0.145, alignment/train=0.0612, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 27%|██▋ | 126/469 [00:12<00:34, 9.85it/s, v_num=9, loss/train=0.145, alignment/train=0.0612, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 27%|██▋ | 126/469 [00:12<00:34, 9.85it/s, v_num=9, loss/train=0.143, alignment/train=0.0641, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 27%|██▋ | 127/469 [00:12<00:34, 9.87it/s, v_num=9, loss/train=0.143, alignment/train=0.0641, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 27%|██▋ | 127/469 [00:12<00:34, 9.87it/s, v_num=9, loss/train=0.148, alignment/train=0.0783, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 27%|██▋ | 128/469 [00:12<00:34, 9.88it/s, v_num=9, loss/train=0.148, alignment/train=0.0783, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 27%|██▋ | 128/469 [00:12<00:34, 9.88it/s, v_num=9, loss/train=0.154, alignment/train=0.078, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 28%|██▊ | 129/469 [00:13<00:34, 9.89it/s, v_num=9, loss/train=0.154, alignment/train=0.078, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 28%|██▊ | 129/469 [00:13<00:34, 9.89it/s, v_num=9, loss/train=0.146, alignment/train=0.0754, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 28%|██▊ | 130/469 [00:13<00:34, 9.90it/s, v_num=9, loss/train=0.146, alignment/train=0.0754, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 28%|██▊ | 130/469 [00:13<00:34, 9.90it/s, v_num=9, loss/train=0.154, alignment/train=0.0727, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 28%|██▊ | 131/469 [00:13<00:34, 9.90it/s, v_num=9, loss/train=0.154, alignment/train=0.0727, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 28%|██▊ | 131/469 [00:13<00:34, 9.90it/s, v_num=9, loss/train=0.154, alignment/train=0.0814, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 28%|██▊ | 132/469 [00:13<00:33, 9.93it/s, v_num=9, loss/train=0.154, alignment/train=0.0814, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 28%|██▊ | 132/469 [00:13<00:33, 9.93it/s, v_num=9, loss/train=0.148, alignment/train=0.0704, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 28%|██▊ | 133/469 [00:13<00:33, 9.93it/s, v_num=9, loss/train=0.148, alignment/train=0.0704, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 28%|██▊ | 133/469 [00:13<00:33, 9.93it/s, v_num=9, loss/train=0.164, alignment/train=0.075, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 29%|██▊ | 134/469 [00:13<00:33, 9.89it/s, v_num=9, loss/train=0.164, alignment/train=0.075, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 29%|██▊ | 134/469 [00:13<00:33, 9.89it/s, v_num=9, loss/train=0.186, alignment/train=0.0628, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 29%|██▉ | 135/469 [00:13<00:33, 9.92it/s, v_num=9, loss/train=0.186, alignment/train=0.0628, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 29%|██▉ | 135/469 [00:13<00:33, 9.92it/s, v_num=9, loss/train=0.167, alignment/train=0.0774, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 29%|██▉ | 136/469 [00:13<00:33, 9.95it/s, v_num=9, loss/train=0.167, alignment/train=0.0774, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 29%|██▉ | 136/469 [00:13<00:33, 9.95it/s, v_num=9, loss/train=0.141, alignment/train=0.0776, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 29%|██▉ | 137/469 [00:13<00:33, 9.98it/s, v_num=9, loss/train=0.141, alignment/train=0.0776, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 29%|██▉ | 137/469 [00:13<00:33, 9.98it/s, v_num=9, loss/train=0.163, alignment/train=0.0708, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 29%|██▉ | 138/469 [00:13<00:33, 10.00it/s, v_num=9, loss/train=0.163, alignment/train=0.0708, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 29%|██▉ | 138/469 [00:13<00:33, 10.00it/s, v_num=9, loss/train=0.151, alignment/train=0.0746, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 30%|██▉ | 139/469 [00:13<00:33, 10.00it/s, v_num=9, loss/train=0.151, alignment/train=0.0746, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 30%|██▉ | 139/469 [00:13<00:33, 10.00it/s, v_num=9, loss/train=0.136, alignment/train=0.0722, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 30%|██▉ | 140/469 [00:14<00:32, 9.99it/s, v_num=9, loss/train=0.136, alignment/train=0.0722, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 30%|██▉ | 140/469 [00:14<00:32, 9.99it/s, v_num=9, loss/train=0.176, alignment/train=0.0787, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 30%|███ | 141/469 [00:14<00:32, 9.99it/s, v_num=9, loss/train=0.176, alignment/train=0.0787, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 30%|███ | 141/469 [00:14<00:32, 9.99it/s, v_num=9, loss/train=0.147, alignment/train=0.0816, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 30%|███ | 142/469 [00:14<00:32, 10.01it/s, v_num=9, loss/train=0.147, alignment/train=0.0816, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 30%|███ | 142/469 [00:14<00:32, 10.01it/s, v_num=9, loss/train=0.165, alignment/train=0.0853, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 30%|███ | 143/469 [00:14<00:32, 10.04it/s, v_num=9, loss/train=0.165, alignment/train=0.0853, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 30%|███ | 143/469 [00:14<00:32, 10.04it/s, v_num=9, loss/train=0.212, alignment/train=0.0954, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 31%|███ | 144/469 [00:14<00:32, 10.03it/s, v_num=9, loss/train=0.212, alignment/train=0.0954, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 31%|███ | 144/469 [00:14<00:32, 10.03it/s, v_num=9, loss/train=0.146, alignment/train=0.0711, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 31%|███ | 145/469 [00:14<00:32, 10.06it/s, v_num=9, loss/train=0.146, alignment/train=0.0711, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 31%|███ | 145/469 [00:14<00:32, 10.06it/s, v_num=9, loss/train=0.211, alignment/train=0.0951, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 31%|███ | 146/469 [00:14<00:32, 10.07it/s, v_num=9, loss/train=0.211, alignment/train=0.0951, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 31%|███ | 146/469 [00:14<00:32, 10.07it/s, v_num=9, loss/train=0.156, alignment/train=0.0778, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 31%|███▏ | 147/469 [00:14<00:31, 10.08it/s, v_num=9, loss/train=0.156, alignment/train=0.0778, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 31%|███▏ | 147/469 [00:14<00:31, 10.08it/s, v_num=9, loss/train=0.174, alignment/train=0.0743, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 32%|███▏ | 148/469 [00:14<00:31, 10.07it/s, v_num=9, loss/train=0.174, alignment/train=0.0743, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 32%|███▏ | 148/469 [00:14<00:31, 10.07it/s, v_num=9, loss/train=0.170, alignment/train=0.0755, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 32%|███▏ | 149/469 [00:14<00:31, 10.07it/s, v_num=9, loss/train=0.170, alignment/train=0.0755, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 32%|███▏ | 149/469 [00:14<00:31, 10.06it/s, v_num=9, loss/train=0.155, alignment/train=0.0771, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 32%|███▏ | 150/469 [00:14<00:31, 10.07it/s, v_num=9, loss/train=0.155, alignment/train=0.0771, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 32%|███▏ | 150/469 [00:14<00:31, 10.06it/s, v_num=9, loss/train=0.162, alignment/train=0.0896, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 32%|███▏ | 151/469 [00:14<00:31, 10.08it/s, v_num=9, loss/train=0.162, alignment/train=0.0896, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 32%|███▏ | 151/469 [00:14<00:31, 10.08it/s, v_num=9, loss/train=0.171, alignment/train=0.0801, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 32%|███▏ | 152/469 [00:15<00:31, 10.09it/s, v_num=9, loss/train=0.171, alignment/train=0.0801, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 32%|███▏ | 152/469 [00:15<00:31, 10.09it/s, v_num=9, loss/train=0.194, alignment/train=0.0822, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 33%|███▎ | 153/469 [00:15<00:31, 10.09it/s, v_num=9, loss/train=0.194, alignment/train=0.0822, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 33%|███▎ | 153/469 [00:15<00:31, 10.09it/s, v_num=9, loss/train=0.156, alignment/train=0.0861, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 33%|███▎ | 154/469 [00:15<00:31, 10.12it/s, v_num=9, loss/train=0.156, alignment/train=0.0861, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 33%|███▎ | 154/469 [00:15<00:31, 10.11it/s, v_num=9, loss/train=0.157, alignment/train=0.0766, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 33%|███▎ | 155/469 [00:15<00:31, 10.11it/s, v_num=9, loss/train=0.157, alignment/train=0.0766, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 33%|███▎ | 155/469 [00:15<00:31, 10.10it/s, v_num=9, loss/train=0.185, alignment/train=0.0822, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 33%|███▎ | 156/469 [00:15<00:30, 10.13it/s, v_num=9, loss/train=0.185, alignment/train=0.0822, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 33%|███▎ | 156/469 [00:15<00:30, 10.13it/s, v_num=9, loss/train=0.155, alignment/train=0.0735, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 33%|███▎ | 157/469 [00:15<00:30, 10.13it/s, v_num=9, loss/train=0.155, alignment/train=0.0735, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 33%|███▎ | 157/469 [00:15<00:30, 10.13it/s, v_num=9, loss/train=0.146, alignment/train=0.0683, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 34%|███▎ | 158/469 [00:15<00:30, 10.16it/s, v_num=9, loss/train=0.146, alignment/train=0.0683, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 34%|███▎ | 158/469 [00:15<00:30, 10.16it/s, v_num=9, loss/train=0.172, alignment/train=0.0875, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 34%|███▍ | 159/469 [00:15<00:30, 10.18it/s, v_num=9, loss/train=0.172, alignment/train=0.0875, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 34%|███▍ | 159/469 [00:15<00:30, 10.17it/s, v_num=9, loss/train=0.183, alignment/train=0.0773, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 34%|███▍ | 160/469 [00:15<00:30, 10.12it/s, v_num=9, loss/train=0.183, alignment/train=0.0773, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 34%|███▍ | 160/469 [00:15<00:30, 10.12it/s, v_num=9, loss/train=0.144, alignment/train=0.0625, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 34%|███▍ | 161/469 [00:15<00:30, 10.14it/s, v_num=9, loss/train=0.144, alignment/train=0.0625, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 34%|███▍ | 161/469 [00:15<00:30, 10.14it/s, v_num=9, loss/train=0.166, alignment/train=0.0746, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 35%|███▍ | 162/469 [00:15<00:30, 10.16it/s, v_num=9, loss/train=0.166, alignment/train=0.0746, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 35%|███▍ | 162/469 [00:15<00:30, 10.16it/s, v_num=9, loss/train=0.135, alignment/train=0.068, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 35%|███▍ | 163/469 [00:16<00:30, 10.18it/s, v_num=9, loss/train=0.135, alignment/train=0.068, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 35%|███▍ | 163/469 [00:16<00:30, 10.18it/s, v_num=9, loss/train=0.176, alignment/train=0.0729, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 35%|███▍ | 164/469 [00:16<00:30, 10.15it/s, v_num=9, loss/train=0.176, alignment/train=0.0729, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 35%|███▍ | 164/469 [00:16<00:30, 10.15it/s, v_num=9, loss/train=0.215, alignment/train=0.0972, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 35%|███▌ | 165/469 [00:16<00:29, 10.15it/s, v_num=9, loss/train=0.215, alignment/train=0.0972, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 35%|███▌ | 165/469 [00:16<00:29, 10.15it/s, v_num=9, loss/train=0.155, alignment/train=0.0724, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 35%|███▌ | 166/469 [00:16<00:29, 10.18it/s, v_num=9, loss/train=0.155, alignment/train=0.0724, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 35%|███▌ | 166/469 [00:16<00:29, 10.18it/s, v_num=9, loss/train=0.189, alignment/train=0.0741, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 36%|███▌ | 167/469 [00:16<00:29, 10.20it/s, v_num=9, loss/train=0.189, alignment/train=0.0741, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 36%|███▌ | 167/469 [00:16<00:29, 10.20it/s, v_num=9, loss/train=0.161, alignment/train=0.0706, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 36%|███▌ | 168/469 [00:16<00:29, 10.17it/s, v_num=9, loss/train=0.161, alignment/train=0.0706, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 36%|███▌ | 168/469 [00:16<00:29, 10.17it/s, v_num=9, loss/train=0.171, alignment/train=0.0749, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 36%|███▌ | 169/469 [00:16<00:29, 10.17it/s, v_num=9, loss/train=0.171, alignment/train=0.0749, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 36%|███▌ | 169/469 [00:16<00:29, 10.17it/s, v_num=9, loss/train=0.159, alignment/train=0.0769, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 36%|███▌ | 170/469 [00:16<00:29, 10.18it/s, v_num=9, loss/train=0.159, alignment/train=0.0769, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 36%|███▌ | 170/469 [00:16<00:29, 10.17it/s, v_num=9, loss/train=0.158, alignment/train=0.0742, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 36%|███▋ | 171/469 [00:16<00:29, 10.18it/s, v_num=9, loss/train=0.158, alignment/train=0.0742, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 36%|███▋ | 171/469 [00:16<00:29, 10.18it/s, v_num=9, loss/train=0.185, alignment/train=0.0834, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 37%|███▋ | 172/469 [00:16<00:29, 10.21it/s, v_num=9, loss/train=0.185, alignment/train=0.0834, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 37%|███▋ | 172/469 [00:16<00:29, 10.21it/s, v_num=9, loss/train=0.167, alignment/train=0.0759, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 37%|███▋ | 173/469 [00:16<00:28, 10.23it/s, v_num=9, loss/train=0.167, alignment/train=0.0759, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 37%|███▋ | 173/469 [00:16<00:28, 10.23it/s, v_num=9, loss/train=0.160, alignment/train=0.0758, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 37%|███▋ | 174/469 [00:17<00:28, 10.21it/s, v_num=9, loss/train=0.160, alignment/train=0.0758, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 37%|███▋ | 174/469 [00:17<00:28, 10.21it/s, v_num=9, loss/train=0.147, alignment/train=0.0745, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 37%|███▋ | 175/469 [00:17<00:28, 10.23it/s, v_num=9, loss/train=0.147, alignment/train=0.0745, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 37%|███▋ | 175/469 [00:17<00:28, 10.23it/s, v_num=9, loss/train=0.191, alignment/train=0.090, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 38%|███▊ | 176/469 [00:17<00:28, 10.22it/s, v_num=9, loss/train=0.191, alignment/train=0.090, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 38%|███▊ | 176/469 [00:17<00:28, 10.22it/s, v_num=9, loss/train=0.213, alignment/train=0.0814, uniformity/train=-3.54, contrastive_acc/train=0.988, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 38%|███▊ | 177/469 [00:17<00:28, 10.22it/s, v_num=9, loss/train=0.213, alignment/train=0.0814, uniformity/train=-3.54, contrastive_acc/train=0.988, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 38%|███▊ | 177/469 [00:17<00:28, 10.22it/s, v_num=9, loss/train=0.161, alignment/train=0.0773, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 38%|███▊ | 178/469 [00:17<00:28, 10.21it/s, v_num=9, loss/train=0.161, alignment/train=0.0773, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 38%|███▊ | 178/469 [00:17<00:28, 10.21it/s, v_num=9, loss/train=0.164, alignment/train=0.0744, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 38%|███▊ | 179/469 [00:17<00:28, 10.20it/s, v_num=9, loss/train=0.164, alignment/train=0.0744, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 38%|███▊ | 179/469 [00:17<00:28, 10.20it/s, v_num=9, loss/train=0.174, alignment/train=0.0722, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 38%|███▊ | 180/469 [00:17<00:28, 10.21it/s, v_num=9, loss/train=0.174, alignment/train=0.0722, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 38%|███▊ | 180/469 [00:17<00:28, 10.21it/s, v_num=9, loss/train=0.159, alignment/train=0.0704, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 39%|███▊ | 181/469 [00:17<00:28, 10.23it/s, v_num=9, loss/train=0.159, alignment/train=0.0704, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 39%|███▊ | 181/469 [00:17<00:28, 10.22it/s, v_num=9, loss/train=0.167, alignment/train=0.0725, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 39%|███▉ | 182/469 [00:17<00:28, 10.23it/s, v_num=9, loss/train=0.167, alignment/train=0.0725, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 39%|███▉ | 182/469 [00:17<00:28, 10.23it/s, v_num=9, loss/train=0.158, alignment/train=0.0774, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 39%|███▉ | 183/469 [00:17<00:27, 10.23it/s, v_num=9, loss/train=0.158, alignment/train=0.0774, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 39%|███▉ | 183/469 [00:17<00:27, 10.23it/s, v_num=9, loss/train=0.145, alignment/train=0.0726, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 39%|███▉ | 184/469 [00:18<00:27, 10.21it/s, v_num=9, loss/train=0.145, alignment/train=0.0726, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 39%|███▉ | 184/469 [00:18<00:27, 10.21it/s, v_num=9, loss/train=0.151, alignment/train=0.0844, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 39%|███▉ | 185/469 [00:18<00:27, 10.24it/s, v_num=9, loss/train=0.151, alignment/train=0.0844, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 39%|███▉ | 185/469 [00:18<00:27, 10.24it/s, v_num=9, loss/train=0.174, alignment/train=0.0758, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 40%|███▉ | 186/469 [00:18<00:27, 10.26it/s, v_num=9, loss/train=0.174, alignment/train=0.0758, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 40%|███▉ | 186/469 [00:18<00:27, 10.26it/s, v_num=9, loss/train=0.200, alignment/train=0.0831, uniformity/train=-3.55, contrastive_acc/train=0.984, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 40%|███▉ | 187/469 [00:18<00:27, 10.27it/s, v_num=9, loss/train=0.200, alignment/train=0.0831, uniformity/train=-3.55, contrastive_acc/train=0.984, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 40%|███▉ | 187/469 [00:18<00:27, 10.27it/s, v_num=9, loss/train=0.166, alignment/train=0.0829, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 40%|████ | 188/469 [00:18<00:27, 10.29it/s, v_num=9, loss/train=0.166, alignment/train=0.0829, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 40%|████ | 188/469 [00:18<00:27, 10.29it/s, v_num=9, loss/train=0.180, alignment/train=0.0748, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 40%|████ | 189/469 [00:18<00:27, 10.28it/s, v_num=9, loss/train=0.180, alignment/train=0.0748, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 40%|████ | 189/469 [00:18<00:27, 10.28it/s, v_num=9, loss/train=0.170, alignment/train=0.0807, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 41%|████ | 190/469 [00:18<00:27, 10.28it/s, v_num=9, loss/train=0.170, alignment/train=0.0807, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 41%|████ | 190/469 [00:18<00:27, 10.28it/s, v_num=9, loss/train=0.184, alignment/train=0.0843, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 41%|████ | 191/469 [00:18<00:27, 10.28it/s, v_num=9, loss/train=0.184, alignment/train=0.0843, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 41%|████ | 191/469 [00:18<00:27, 10.28it/s, v_num=9, loss/train=0.166, alignment/train=0.0749, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 41%|████ | 192/469 [00:18<00:26, 10.30it/s, v_num=9, loss/train=0.166, alignment/train=0.0749, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 41%|████ | 192/469 [00:18<00:26, 10.30it/s, v_num=9, loss/train=0.168, alignment/train=0.0779, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 41%|████ | 193/469 [00:18<00:26, 10.33it/s, v_num=9, loss/train=0.168, alignment/train=0.0779, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 41%|████ | 193/469 [00:18<00:26, 10.33it/s, v_num=9, loss/train=0.212, alignment/train=0.0841, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 41%|████▏ | 194/469 [00:18<00:26, 10.32it/s, v_num=9, loss/train=0.212, alignment/train=0.0841, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 41%|████▏ | 194/469 [00:18<00:26, 10.32it/s, v_num=9, loss/train=0.184, alignment/train=0.0871, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 42%|████▏ | 195/469 [00:18<00:26, 10.28it/s, v_num=9, loss/train=0.184, alignment/train=0.0871, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 42%|████▏ | 195/469 [00:18<00:26, 10.28it/s, v_num=9, loss/train=0.168, alignment/train=0.0795, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 42%|████▏ | 196/469 [00:19<00:26, 10.30it/s, v_num=9, loss/train=0.168, alignment/train=0.0795, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 42%|████▏ | 196/469 [00:19<00:26, 10.30it/s, v_num=9, loss/train=0.147, alignment/train=0.0795, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 42%|████▏ | 197/469 [00:19<00:26, 10.31it/s, v_num=9, loss/train=0.147, alignment/train=0.0795, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 42%|████▏ | 197/469 [00:19<00:26, 10.31it/s, v_num=9, loss/train=0.176, alignment/train=0.082, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 42%|████▏ | 198/469 [00:19<00:26, 10.33it/s, v_num=9, loss/train=0.176, alignment/train=0.082, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 42%|████▏ | 198/469 [00:19<00:26, 10.33it/s, v_num=9, loss/train=0.148, alignment/train=0.0721, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 42%|████▏ | 199/469 [00:19<00:26, 10.32it/s, v_num=9, loss/train=0.148, alignment/train=0.0721, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 42%|████▏ | 199/469 [00:19<00:26, 10.32it/s, v_num=9, loss/train=0.188, alignment/train=0.0725, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 43%|████▎ | 200/469 [00:19<00:26, 10.32it/s, v_num=9, loss/train=0.188, alignment/train=0.0725, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 43%|████▎ | 200/469 [00:19<00:26, 10.32it/s, v_num=9, loss/train=0.204, alignment/train=0.0875, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 43%|████▎ | 201/469 [00:19<00:26, 10.30it/s, v_num=9, loss/train=0.204, alignment/train=0.0875, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 43%|████▎ | 201/469 [00:19<00:26, 10.30it/s, v_num=9, loss/train=0.153, alignment/train=0.0711, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 43%|████▎ | 202/469 [00:19<00:25, 10.32it/s, v_num=9, loss/train=0.153, alignment/train=0.0711, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 43%|████▎ | 202/469 [00:19<00:25, 10.32it/s, v_num=9, loss/train=0.160, alignment/train=0.071, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 43%|████▎ | 203/469 [00:19<00:25, 10.34it/s, v_num=9, loss/train=0.160, alignment/train=0.071, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 43%|████▎ | 203/469 [00:19<00:25, 10.34it/s, v_num=9, loss/train=0.176, alignment/train=0.0739, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 43%|████▎ | 204/469 [00:19<00:25, 10.34it/s, v_num=9, loss/train=0.176, alignment/train=0.0739, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 43%|████▎ | 204/469 [00:19<00:25, 10.33it/s, v_num=9, loss/train=0.160, alignment/train=0.0807, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 44%|████▎ | 205/469 [00:19<00:25, 10.33it/s, v_num=9, loss/train=0.160, alignment/train=0.0807, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 44%|████▎ | 205/469 [00:19<00:25, 10.32it/s, v_num=9, loss/train=0.165, alignment/train=0.0747, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 44%|████▍ | 206/469 [00:19<00:25, 10.34it/s, v_num=9, loss/train=0.165, alignment/train=0.0747, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 44%|████▍ | 206/469 [00:19<00:25, 10.34it/s, v_num=9, loss/train=0.151, alignment/train=0.0635, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 44%|████▍ | 207/469 [00:19<00:25, 10.36it/s, v_num=9, loss/train=0.151, alignment/train=0.0635, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 44%|████▍ | 207/469 [00:19<00:25, 10.36it/s, v_num=9, loss/train=0.159, alignment/train=0.0762, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 44%|████▍ | 208/469 [00:20<00:25, 10.36it/s, v_num=9, loss/train=0.159, alignment/train=0.0762, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 44%|████▍ | 208/469 [00:20<00:25, 10.36it/s, v_num=9, loss/train=0.144, alignment/train=0.0856, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 45%|████▍ | 209/469 [00:20<00:25, 10.35it/s, v_num=9, loss/train=0.144, alignment/train=0.0856, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 45%|████▍ | 209/469 [00:20<00:25, 10.35it/s, v_num=9, loss/train=0.167, alignment/train=0.074, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 45%|████▍ | 210/469 [00:20<00:25, 10.36it/s, v_num=9, loss/train=0.167, alignment/train=0.074, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 45%|████▍ | 210/469 [00:20<00:25, 10.36it/s, v_num=9, loss/train=0.167, alignment/train=0.0781, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 45%|████▍ | 211/469 [00:20<00:24, 10.35it/s, v_num=9, loss/train=0.167, alignment/train=0.0781, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 45%|████▍ | 211/469 [00:20<00:24, 10.35it/s, v_num=9, loss/train=0.159, alignment/train=0.0721, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 45%|████▌ | 212/469 [00:20<00:24, 10.37it/s, v_num=9, loss/train=0.159, alignment/train=0.0721, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 45%|████▌ | 212/469 [00:20<00:24, 10.37it/s, v_num=9, loss/train=0.149, alignment/train=0.0759, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 45%|████▌ | 213/469 [00:20<00:24, 10.38it/s, v_num=9, loss/train=0.149, alignment/train=0.0759, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 45%|████▌ | 213/469 [00:20<00:24, 10.38it/s, v_num=9, loss/train=0.173, alignment/train=0.0773, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 46%|████▌ | 214/469 [00:20<00:24, 10.36it/s, v_num=9, loss/train=0.173, alignment/train=0.0773, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 46%|████▌ | 214/469 [00:20<00:24, 10.36it/s, v_num=9, loss/train=0.175, alignment/train=0.0745, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 46%|████▌ | 215/469 [00:20<00:24, 10.36it/s, v_num=9, loss/train=0.175, alignment/train=0.0745, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 46%|████▌ | 215/469 [00:20<00:24, 10.36it/s, v_num=9, loss/train=0.159, alignment/train=0.0798, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 46%|████▌ | 216/469 [00:20<00:24, 10.37it/s, v_num=9, loss/train=0.159, alignment/train=0.0798, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 46%|████▌ | 216/469 [00:20<00:24, 10.37it/s, v_num=9, loss/train=0.158, alignment/train=0.0785, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 46%|████▋ | 217/469 [00:20<00:24, 10.39it/s, v_num=9, loss/train=0.158, alignment/train=0.0785, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 46%|████▋ | 217/469 [00:20<00:24, 10.39it/s, v_num=9, loss/train=0.186, alignment/train=0.0888, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 46%|████▋ | 218/469 [00:20<00:24, 10.39it/s, v_num=9, loss/train=0.186, alignment/train=0.0888, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 46%|████▋ | 218/469 [00:20<00:24, 10.39it/s, v_num=9, loss/train=0.169, alignment/train=0.074, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 47%|████▋ | 219/469 [00:21<00:24, 10.41it/s, v_num=9, loss/train=0.169, alignment/train=0.074, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 47%|████▋ | 219/469 [00:21<00:24, 10.41it/s, v_num=9, loss/train=0.149, alignment/train=0.0755, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 47%|████▋ | 220/469 [00:21<00:23, 10.41it/s, v_num=9, loss/train=0.149, alignment/train=0.0755, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 47%|████▋ | 220/469 [00:21<00:23, 10.41it/s, v_num=9, loss/train=0.139, alignment/train=0.0802, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 47%|████▋ | 221/469 [00:21<00:23, 10.40it/s, v_num=9, loss/train=0.139, alignment/train=0.0802, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 47%|████▋ | 221/469 [00:21<00:23, 10.40it/s, v_num=9, loss/train=0.154, alignment/train=0.0833, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 47%|████▋ | 222/469 [00:21<00:23, 10.41it/s, v_num=9, loss/train=0.154, alignment/train=0.0833, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 47%|████▋ | 222/469 [00:21<00:23, 10.41it/s, v_num=9, loss/train=0.173, alignment/train=0.0771, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 48%|████▊ | 223/469 [00:21<00:23, 10.43it/s, v_num=9, loss/train=0.173, alignment/train=0.0771, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 48%|████▊ | 223/469 [00:21<00:23, 10.43it/s, v_num=9, loss/train=0.170, alignment/train=0.0713, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 48%|████▊ | 224/469 [00:21<00:23, 10.42it/s, v_num=9, loss/train=0.170, alignment/train=0.0713, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 48%|████▊ | 224/469 [00:21<00:23, 10.42it/s, v_num=9, loss/train=0.153, alignment/train=0.0693, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 48%|████▊ | 225/469 [00:21<00:23, 10.39it/s, v_num=9, loss/train=0.153, alignment/train=0.0693, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 48%|████▊ | 225/469 [00:21<00:23, 10.39it/s, v_num=9, loss/train=0.142, alignment/train=0.0685, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 48%|████▊ | 226/469 [00:21<00:23, 10.40it/s, v_num=9, loss/train=0.142, alignment/train=0.0685, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 48%|████▊ | 226/469 [00:21<00:23, 10.40it/s, v_num=9, loss/train=0.165, alignment/train=0.0824, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 48%|████▊ | 227/469 [00:21<00:23, 10.41it/s, v_num=9, loss/train=0.165, alignment/train=0.0824, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 48%|████▊ | 227/469 [00:21<00:23, 10.41it/s, v_num=9, loss/train=0.157, alignment/train=0.0746, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 49%|████▊ | 228/469 [00:21<00:23, 10.41it/s, v_num=9, loss/train=0.157, alignment/train=0.0746, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 49%|████▊ | 228/469 [00:21<00:23, 10.41it/s, v_num=9, loss/train=0.175, alignment/train=0.0853, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 49%|████▉ | 229/469 [00:21<00:23, 10.43it/s, v_num=9, loss/train=0.175, alignment/train=0.0853, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 49%|████▉ | 229/469 [00:21<00:23, 10.42it/s, v_num=9, loss/train=0.179, alignment/train=0.0885, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 49%|████▉ | 230/469 [00:22<00:22, 10.42it/s, v_num=9, loss/train=0.179, alignment/train=0.0885, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 49%|████▉ | 230/469 [00:22<00:22, 10.42it/s, v_num=9, loss/train=0.172, alignment/train=0.0841, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 49%|████▉ | 231/469 [00:22<00:22, 10.40it/s, v_num=9, loss/train=0.172, alignment/train=0.0841, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 49%|████▉ | 231/469 [00:22<00:22, 10.40it/s, v_num=9, loss/train=0.224, alignment/train=0.0915, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 49%|████▉ | 232/469 [00:22<00:22, 10.41it/s, v_num=9, loss/train=0.224, alignment/train=0.0915, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 49%|████▉ | 232/469 [00:22<00:22, 10.41it/s, v_num=9, loss/train=0.146, alignment/train=0.0745, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 50%|████▉ | 233/469 [00:22<00:22, 10.42it/s, v_num=9, loss/train=0.146, alignment/train=0.0745, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 50%|████▉ | 233/469 [00:22<00:22, 10.42it/s, v_num=9, loss/train=0.174, alignment/train=0.0775, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 50%|████▉ | 234/469 [00:22<00:22, 10.44it/s, v_num=9, loss/train=0.174, alignment/train=0.0775, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 50%|████▉ | 234/469 [00:22<00:22, 10.44it/s, v_num=9, loss/train=0.179, alignment/train=0.0813, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 50%|█████ | 235/469 [00:22<00:22, 10.45it/s, v_num=9, loss/train=0.179, alignment/train=0.0813, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 50%|█████ | 235/469 [00:22<00:22, 10.45it/s, v_num=9, loss/train=0.158, alignment/train=0.0763, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 50%|█████ | 236/469 [00:22<00:22, 10.43it/s, v_num=9, loss/train=0.158, alignment/train=0.0763, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 50%|█████ | 236/469 [00:22<00:22, 10.43it/s, v_num=9, loss/train=0.149, alignment/train=0.0753, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 51%|█████ | 237/469 [00:22<00:22, 10.43it/s, v_num=9, loss/train=0.149, alignment/train=0.0753, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 51%|█████ | 237/469 [00:22<00:22, 10.43it/s, v_num=9, loss/train=0.190, alignment/train=0.0919, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 51%|█████ | 238/469 [00:22<00:22, 10.44it/s, v_num=9, loss/train=0.190, alignment/train=0.0919, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 51%|█████ | 238/469 [00:22<00:22, 10.44it/s, v_num=9, loss/train=0.158, alignment/train=0.0814, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 51%|█████ | 239/469 [00:22<00:21, 10.46it/s, v_num=9, loss/train=0.158, alignment/train=0.0814, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 51%|█████ | 239/469 [00:22<00:21, 10.46it/s, v_num=9, loss/train=0.155, alignment/train=0.0771, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 51%|█████ | 240/469 [00:22<00:21, 10.48it/s, v_num=9, loss/train=0.155, alignment/train=0.0771, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 51%|█████ | 240/469 [00:22<00:21, 10.47it/s, v_num=9, loss/train=0.188, alignment/train=0.0903, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 51%|█████▏ | 241/469 [00:23<00:21, 10.48it/s, v_num=9, loss/train=0.188, alignment/train=0.0903, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 51%|█████▏ | 241/469 [00:23<00:21, 10.48it/s, v_num=9, loss/train=0.140, alignment/train=0.0804, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 52%|█████▏ | 242/469 [00:23<00:21, 10.49it/s, v_num=9, loss/train=0.140, alignment/train=0.0804, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 52%|█████▏ | 242/469 [00:23<00:21, 10.49it/s, v_num=9, loss/train=0.147, alignment/train=0.0687, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 52%|█████▏ | 243/469 [00:23<00:21, 10.49it/s, v_num=9, loss/train=0.147, alignment/train=0.0687, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 52%|█████▏ | 243/469 [00:23<00:21, 10.49it/s, v_num=9, loss/train=0.153, alignment/train=0.0709, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 52%|█████▏ | 244/469 [00:23<00:21, 10.43it/s, v_num=9, loss/train=0.153, alignment/train=0.0709, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 52%|█████▏ | 244/469 [00:23<00:21, 10.43it/s, v_num=9, loss/train=0.158, alignment/train=0.0756, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 52%|█████▏ | 245/469 [00:23<00:21, 10.45it/s, v_num=9, loss/train=0.158, alignment/train=0.0756, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 52%|█████▏ | 245/469 [00:23<00:21, 10.45it/s, v_num=9, loss/train=0.166, alignment/train=0.0805, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 52%|█████▏ | 246/469 [00:23<00:21, 10.46it/s, v_num=9, loss/train=0.166, alignment/train=0.0805, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 52%|█████▏ | 246/469 [00:23<00:21, 10.46it/s, v_num=9, loss/train=0.183, alignment/train=0.0779, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 53%|█████▎ | 247/469 [00:23<00:21, 10.48it/s, v_num=9, loss/train=0.183, alignment/train=0.0779, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 53%|█████▎ | 247/469 [00:23<00:21, 10.48it/s, v_num=9, loss/train=0.147, alignment/train=0.0671, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 53%|█████▎ | 248/469 [00:23<00:21, 10.50it/s, v_num=9, loss/train=0.147, alignment/train=0.0671, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 53%|█████▎ | 248/469 [00:23<00:21, 10.50it/s, v_num=9, loss/train=0.154, alignment/train=0.0669, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 53%|█████▎ | 249/469 [00:23<00:20, 10.49it/s, v_num=9, loss/train=0.154, alignment/train=0.0669, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 53%|█████▎ | 249/469 [00:23<00:20, 10.49it/s, v_num=9, loss/train=0.176, alignment/train=0.070, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 53%|█████▎ | 250/469 [00:23<00:20, 10.45it/s, v_num=9, loss/train=0.176, alignment/train=0.070, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 53%|█████▎ | 250/469 [00:23<00:20, 10.45it/s, v_num=9, loss/train=0.162, alignment/train=0.0793, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 54%|█████▎ | 251/469 [00:23<00:20, 10.47it/s, v_num=9, loss/train=0.162, alignment/train=0.0793, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 54%|█████▎ | 251/469 [00:23<00:20, 10.47it/s, v_num=9, loss/train=0.151, alignment/train=0.0717, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 54%|█████▎ | 252/469 [00:24<00:20, 10.48it/s, v_num=9, loss/train=0.151, alignment/train=0.0717, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 54%|█████▎ | 252/469 [00:24<00:20, 10.48it/s, v_num=9, loss/train=0.200, alignment/train=0.0844, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 54%|█████▍ | 253/469 [00:24<00:20, 10.50it/s, v_num=9, loss/train=0.200, alignment/train=0.0844, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 54%|█████▍ | 253/469 [00:24<00:20, 10.50it/s, v_num=9, loss/train=0.167, alignment/train=0.0749, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 54%|█████▍ | 254/469 [00:24<00:20, 10.51it/s, v_num=9, loss/train=0.167, alignment/train=0.0749, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 54%|█████▍ | 254/469 [00:24<00:20, 10.51it/s, v_num=9, loss/train=0.151, alignment/train=0.077, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 54%|█████▍ | 255/469 [00:24<00:20, 10.50it/s, v_num=9, loss/train=0.151, alignment/train=0.077, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 54%|█████▍ | 255/469 [00:24<00:20, 10.50it/s, v_num=9, loss/train=0.207, alignment/train=0.0857, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 55%|█████▍ | 256/469 [00:24<00:20, 10.50it/s, v_num=9, loss/train=0.207, alignment/train=0.0857, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 55%|█████▍ | 256/469 [00:24<00:20, 10.49it/s, v_num=9, loss/train=0.141, alignment/train=0.075, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 55%|█████▍ | 257/469 [00:24<00:20, 10.50it/s, v_num=9, loss/train=0.141, alignment/train=0.075, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 55%|█████▍ | 257/469 [00:24<00:20, 10.50it/s, v_num=9, loss/train=0.165, alignment/train=0.0804, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 55%|█████▌ | 258/469 [00:24<00:20, 10.52it/s, v_num=9, loss/train=0.165, alignment/train=0.0804, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 55%|█████▌ | 258/469 [00:24<00:20, 10.52it/s, v_num=9, loss/train=0.177, alignment/train=0.0731, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 55%|█████▌ | 259/469 [00:24<00:19, 10.52it/s, v_num=9, loss/train=0.177, alignment/train=0.0731, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 55%|█████▌ | 259/469 [00:24<00:19, 10.51it/s, v_num=9, loss/train=0.167, alignment/train=0.083, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 55%|█████▌ | 260/469 [00:24<00:19, 10.53it/s, v_num=9, loss/train=0.167, alignment/train=0.083, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 55%|█████▌ | 260/469 [00:24<00:19, 10.53it/s, v_num=9, loss/train=0.163, alignment/train=0.0811, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 56%|█████▌ | 261/469 [00:24<00:19, 10.52it/s, v_num=9, loss/train=0.163, alignment/train=0.0811, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 56%|█████▌ | 261/469 [00:24<00:19, 10.52it/s, v_num=9, loss/train=0.166, alignment/train=0.0761, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 56%|█████▌ | 262/469 [00:24<00:19, 10.53it/s, v_num=9, loss/train=0.166, alignment/train=0.0761, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 56%|█████▌ | 262/469 [00:24<00:19, 10.53it/s, v_num=9, loss/train=0.172, alignment/train=0.073, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 56%|█████▌ | 263/469 [00:24<00:19, 10.52it/s, v_num=9, loss/train=0.172, alignment/train=0.073, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 56%|█████▌ | 263/469 [00:24<00:19, 10.52it/s, v_num=9, loss/train=0.202, alignment/train=0.0846, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 56%|█████▋ | 264/469 [00:25<00:19, 10.54it/s, v_num=9, loss/train=0.202, alignment/train=0.0846, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 56%|█████▋ | 264/469 [00:25<00:19, 10.54it/s, v_num=9, loss/train=0.170, alignment/train=0.0892, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 57%|█████▋ | 265/469 [00:25<00:19, 10.51it/s, v_num=9, loss/train=0.170, alignment/train=0.0892, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 57%|█████▋ | 265/469 [00:25<00:19, 10.51it/s, v_num=9, loss/train=0.147, alignment/train=0.0694, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 57%|█████▋ | 266/469 [00:25<00:19, 10.51it/s, v_num=9, loss/train=0.147, alignment/train=0.0694, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 57%|█████▋ | 266/469 [00:25<00:19, 10.51it/s, v_num=9, loss/train=0.150, alignment/train=0.0774, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 57%|█████▋ | 267/469 [00:25<00:19, 10.53it/s, v_num=9, loss/train=0.150, alignment/train=0.0774, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 57%|█████▋ | 267/469 [00:25<00:19, 10.53it/s, v_num=9, loss/train=0.178, alignment/train=0.0842, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 57%|█████▋ | 268/469 [00:25<00:19, 10.52it/s, v_num=9, loss/train=0.178, alignment/train=0.0842, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 57%|█████▋ | 268/469 [00:25<00:19, 10.52it/s, v_num=9, loss/train=0.175, alignment/train=0.0843, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 57%|█████▋ | 269/469 [00:25<00:18, 10.54it/s, v_num=9, loss/train=0.175, alignment/train=0.0843, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 57%|█████▋ | 269/469 [00:25<00:18, 10.54it/s, v_num=9, loss/train=0.152, alignment/train=0.0804, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 58%|█████▊ | 270/469 [00:25<00:18, 10.54it/s, v_num=9, loss/train=0.152, alignment/train=0.0804, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 58%|█████▊ | 270/469 [00:25<00:18, 10.54it/s, v_num=9, loss/train=0.169, alignment/train=0.0828, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 58%|█████▊ | 271/469 [00:25<00:18, 10.55it/s, v_num=9, loss/train=0.169, alignment/train=0.0828, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 58%|█████▊ | 271/469 [00:25<00:18, 10.55it/s, v_num=9, loss/train=0.191, alignment/train=0.0877, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 58%|█████▊ | 272/469 [00:25<00:18, 10.55it/s, v_num=9, loss/train=0.191, alignment/train=0.0877, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 58%|█████▊ | 272/469 [00:25<00:18, 10.55it/s, v_num=9, loss/train=0.186, alignment/train=0.0778, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 58%|█████▊ | 273/469 [00:25<00:18, 10.54it/s, v_num=9, loss/train=0.186, alignment/train=0.0778, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 58%|█████▊ | 273/469 [00:25<00:18, 10.54it/s, v_num=9, loss/train=0.173, alignment/train=0.0855, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 58%|█████▊ | 274/469 [00:25<00:18, 10.54it/s, v_num=9, loss/train=0.173, alignment/train=0.0855, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 58%|█████▊ | 274/469 [00:25<00:18, 10.54it/s, v_num=9, loss/train=0.162, alignment/train=0.0718, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 59%|█████▊ | 275/469 [00:26<00:18, 10.54it/s, v_num=9, loss/train=0.162, alignment/train=0.0718, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 59%|█████▊ | 275/469 [00:26<00:18, 10.54it/s, v_num=9, loss/train=0.163, alignment/train=0.0776, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 59%|█████▉ | 276/469 [00:26<00:18, 10.54it/s, v_num=9, loss/train=0.163, alignment/train=0.0776, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 59%|█████▉ | 276/469 [00:26<00:18, 10.54it/s, v_num=9, loss/train=0.189, alignment/train=0.0841, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 59%|█████▉ | 277/469 [00:26<00:18, 10.55it/s, v_num=9, loss/train=0.189, alignment/train=0.0841, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 59%|█████▉ | 277/469 [00:26<00:18, 10.55it/s, v_num=9, loss/train=0.187, alignment/train=0.0944, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 59%|█████▉ | 278/469 [00:26<00:18, 10.56it/s, v_num=9, loss/train=0.187, alignment/train=0.0944, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 59%|█████▉ | 278/469 [00:26<00:18, 10.56it/s, v_num=9, loss/train=0.186, alignment/train=0.0882, uniformity/train=-3.55, contrastive_acc/train=0.988, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 59%|█████▉ | 279/469 [00:26<00:17, 10.58it/s, v_num=9, loss/train=0.186, alignment/train=0.0882, uniformity/train=-3.55, contrastive_acc/train=0.988, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 59%|█████▉ | 279/469 [00:26<00:17, 10.58it/s, v_num=9, loss/train=0.172, alignment/train=0.087, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 60%|█████▉ | 280/469 [00:26<00:17, 10.56it/s, v_num=9, loss/train=0.172, alignment/train=0.087, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 60%|█████▉ | 280/469 [00:26<00:17, 10.56it/s, v_num=9, loss/train=0.146, alignment/train=0.0852, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 60%|█████▉ | 281/469 [00:26<00:17, 10.55it/s, v_num=9, loss/train=0.146, alignment/train=0.0852, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 60%|█████▉ | 281/469 [00:26<00:17, 10.55it/s, v_num=9, loss/train=0.162, alignment/train=0.0759, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 60%|██████ | 282/469 [00:26<00:17, 10.55it/s, v_num=9, loss/train=0.162, alignment/train=0.0759, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 60%|██████ | 282/469 [00:26<00:17, 10.55it/s, v_num=9, loss/train=0.159, alignment/train=0.0769, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 60%|██████ | 283/469 [00:26<00:17, 10.55it/s, v_num=9, loss/train=0.159, alignment/train=0.0769, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 60%|██████ | 283/469 [00:26<00:17, 10.55it/s, v_num=9, loss/train=0.157, alignment/train=0.0709, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 61%|██████ | 284/469 [00:26<00:17, 10.56it/s, v_num=9, loss/train=0.157, alignment/train=0.0709, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 61%|██████ | 284/469 [00:26<00:17, 10.56it/s, v_num=9, loss/train=0.175, alignment/train=0.0892, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 61%|██████ | 285/469 [00:26<00:17, 10.58it/s, v_num=9, loss/train=0.175, alignment/train=0.0892, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 61%|██████ | 285/469 [00:26<00:17, 10.58it/s, v_num=9, loss/train=0.144, alignment/train=0.066, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 61%|██████ | 286/469 [00:27<00:17, 10.57it/s, v_num=9, loss/train=0.144, alignment/train=0.066, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 61%|██████ | 286/469 [00:27<00:17, 10.57it/s, v_num=9, loss/train=0.141, alignment/train=0.0728, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 61%|██████ | 287/469 [00:27<00:17, 10.55it/s, v_num=9, loss/train=0.141, alignment/train=0.0728, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 61%|██████ | 287/469 [00:27<00:17, 10.55it/s, v_num=9, loss/train=0.159, alignment/train=0.0823, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 61%|██████▏ | 288/469 [00:27<00:17, 10.56it/s, v_num=9, loss/train=0.159, alignment/train=0.0823, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 61%|██████▏ | 288/469 [00:27<00:17, 10.56it/s, v_num=9, loss/train=0.172, alignment/train=0.0807, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 62%|██████▏ | 289/469 [00:27<00:17, 10.58it/s, v_num=9, loss/train=0.172, alignment/train=0.0807, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 62%|██████▏ | 289/469 [00:27<00:17, 10.58it/s, v_num=9, loss/train=0.149, alignment/train=0.0772, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 62%|██████▏ | 290/469 [00:27<00:16, 10.56it/s, v_num=9, loss/train=0.149, alignment/train=0.0772, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 62%|██████▏ | 290/469 [00:27<00:16, 10.56it/s, v_num=9, loss/train=0.145, alignment/train=0.0794, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 62%|██████▏ | 291/469 [00:27<00:16, 10.56it/s, v_num=9, loss/train=0.145, alignment/train=0.0794, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 62%|██████▏ | 291/469 [00:27<00:16, 10.56it/s, v_num=9, loss/train=0.194, alignment/train=0.0863, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 62%|██████▏ | 292/469 [00:27<00:16, 10.58it/s, v_num=9, loss/train=0.194, alignment/train=0.0863, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 62%|██████▏ | 292/469 [00:27<00:16, 10.58it/s, v_num=9, loss/train=0.190, alignment/train=0.0872, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 62%|██████▏ | 293/469 [00:27<00:16, 10.57it/s, v_num=9, loss/train=0.190, alignment/train=0.0872, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 62%|██████▏ | 293/469 [00:27<00:16, 10.57it/s, v_num=9, loss/train=0.128, alignment/train=0.0705, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 63%|██████▎ | 294/469 [00:27<00:16, 10.58it/s, v_num=9, loss/train=0.128, alignment/train=0.0705, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 63%|██████▎ | 294/469 [00:27<00:16, 10.58it/s, v_num=9, loss/train=0.172, alignment/train=0.082, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 63%|██████▎ | 295/469 [00:27<00:16, 10.58it/s, v_num=9, loss/train=0.172, alignment/train=0.082, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 63%|██████▎ | 295/469 [00:27<00:16, 10.58it/s, v_num=9, loss/train=0.178, alignment/train=0.0778, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 63%|██████▎ | 296/469 [00:27<00:16, 10.58it/s, v_num=9, loss/train=0.178, alignment/train=0.0778, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 63%|██████▎ | 296/469 [00:27<00:16, 10.58it/s, v_num=9, loss/train=0.141, alignment/train=0.0696, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 63%|██████▎ | 297/469 [00:28<00:16, 10.59it/s, v_num=9, loss/train=0.141, alignment/train=0.0696, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 63%|██████▎ | 297/469 [00:28<00:16, 10.59it/s, v_num=9, loss/train=0.144, alignment/train=0.0802, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 64%|██████▎ | 298/469 [00:28<00:16, 10.58it/s, v_num=9, loss/train=0.144, alignment/train=0.0802, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 64%|██████▎ | 298/469 [00:28<00:16, 10.58it/s, v_num=9, loss/train=0.148, alignment/train=0.0693, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 64%|██████▍ | 299/469 [00:28<00:16, 10.59it/s, v_num=9, loss/train=0.148, alignment/train=0.0693, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 64%|██████▍ | 299/469 [00:28<00:16, 10.59it/s, v_num=9, loss/train=0.171, alignment/train=0.0844, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 64%|██████▍ | 300/469 [00:28<00:15, 10.58it/s, v_num=9, loss/train=0.171, alignment/train=0.0844, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 64%|██████▍ | 300/469 [00:28<00:15, 10.58it/s, v_num=9, loss/train=0.164, alignment/train=0.0809, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 64%|██████▍ | 301/469 [00:28<00:15, 10.60it/s, v_num=9, loss/train=0.164, alignment/train=0.0809, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 64%|██████▍ | 301/469 [00:28<00:15, 10.60it/s, v_num=9, loss/train=0.158, alignment/train=0.0687, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 64%|██████▍ | 302/469 [00:28<00:15, 10.60it/s, v_num=9, loss/train=0.158, alignment/train=0.0687, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 64%|██████▍ | 302/469 [00:28<00:15, 10.60it/s, v_num=9, loss/train=0.137, alignment/train=0.0704, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 65%|██████▍ | 303/469 [00:28<00:15, 10.60it/s, v_num=9, loss/train=0.137, alignment/train=0.0704, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 65%|██████▍ | 303/469 [00:28<00:15, 10.60it/s, v_num=9, loss/train=0.170, alignment/train=0.0787, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 65%|██████▍ | 304/469 [00:28<00:15, 10.60it/s, v_num=9, loss/train=0.170, alignment/train=0.0787, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 65%|██████▍ | 304/469 [00:28<00:15, 10.60it/s, v_num=9, loss/train=0.182, alignment/train=0.0835, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 65%|██████▌ | 305/469 [00:28<00:15, 10.61it/s, v_num=9, loss/train=0.182, alignment/train=0.0835, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 65%|██████▌ | 305/469 [00:28<00:15, 10.61it/s, v_num=9, loss/train=0.155, alignment/train=0.0715, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 65%|██████▌ | 306/469 [00:28<00:15, 10.60it/s, v_num=9, loss/train=0.155, alignment/train=0.0715, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 65%|██████▌ | 306/469 [00:28<00:15, 10.60it/s, v_num=9, loss/train=0.176, alignment/train=0.074, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 65%|██████▌ | 307/469 [00:28<00:15, 10.60it/s, v_num=9, loss/train=0.176, alignment/train=0.074, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 65%|██████▌ | 307/469 [00:28<00:15, 10.60it/s, v_num=9, loss/train=0.162, alignment/train=0.075, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 66%|██████▌ | 308/469 [00:29<00:15, 10.60it/s, v_num=9, loss/train=0.162, alignment/train=0.075, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 66%|██████▌ | 308/469 [00:29<00:15, 10.60it/s, v_num=9, loss/train=0.165, alignment/train=0.0664, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 66%|██████▌ | 309/469 [00:29<00:15, 10.61it/s, v_num=9, loss/train=0.165, alignment/train=0.0664, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 66%|██████▌ | 309/469 [00:29<00:15, 10.61it/s, v_num=9, loss/train=0.182, alignment/train=0.0782, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 66%|██████▌ | 310/469 [00:29<00:14, 10.62it/s, v_num=9, loss/train=0.182, alignment/train=0.0782, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 66%|██████▌ | 310/469 [00:29<00:14, 10.62it/s, v_num=9, loss/train=0.155, alignment/train=0.0745, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 66%|██████▋ | 311/469 [00:29<00:14, 10.62it/s, v_num=9, loss/train=0.155, alignment/train=0.0745, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 66%|██████▋ | 311/469 [00:29<00:14, 10.62it/s, v_num=9, loss/train=0.165, alignment/train=0.071, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 67%|██████▋ | 312/469 [00:29<00:14, 10.61it/s, v_num=9, loss/train=0.165, alignment/train=0.071, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 67%|██████▋ | 312/469 [00:29<00:14, 10.61it/s, v_num=9, loss/train=0.157, alignment/train=0.0737, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 67%|██████▋ | 313/469 [00:29<00:14, 10.62it/s, v_num=9, loss/train=0.157, alignment/train=0.0737, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 67%|██████▋ | 313/469 [00:29<00:14, 10.62it/s, v_num=9, loss/train=0.165, alignment/train=0.0755, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 67%|██████▋ | 314/469 [00:29<00:14, 10.62it/s, v_num=9, loss/train=0.165, alignment/train=0.0755, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 67%|██████▋ | 314/469 [00:29<00:14, 10.62it/s, v_num=9, loss/train=0.143, alignment/train=0.0617, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 67%|██████▋ | 315/469 [00:29<00:14, 10.61it/s, v_num=9, loss/train=0.143, alignment/train=0.0617, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 67%|██████▋ | 315/469 [00:29<00:14, 10.61it/s, v_num=9, loss/train=0.149, alignment/train=0.0754, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 67%|██████▋ | 316/469 [00:29<00:14, 10.61it/s, v_num=9, loss/train=0.149, alignment/train=0.0754, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 67%|██████▋ | 316/469 [00:29<00:14, 10.61it/s, v_num=9, loss/train=0.135, alignment/train=0.0726, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 68%|██████▊ | 317/469 [00:29<00:14, 10.61it/s, v_num=9, loss/train=0.135, alignment/train=0.0726, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 68%|██████▊ | 317/469 [00:29<00:14, 10.61it/s, v_num=9, loss/train=0.160, alignment/train=0.0869, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 68%|██████▊ | 318/469 [00:29<00:14, 10.63it/s, v_num=9, loss/train=0.160, alignment/train=0.0869, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 68%|██████▊ | 318/469 [00:29<00:14, 10.63it/s, v_num=9, loss/train=0.163, alignment/train=0.0815, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 68%|██████▊ | 319/469 [00:29<00:14, 10.63it/s, v_num=9, loss/train=0.163, alignment/train=0.0815, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 68%|██████▊ | 319/469 [00:29<00:14, 10.63it/s, v_num=9, loss/train=0.169, alignment/train=0.0774, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 68%|██████▊ | 320/469 [00:30<00:14, 10.63it/s, v_num=9, loss/train=0.169, alignment/train=0.0774, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 68%|██████▊ | 320/469 [00:30<00:14, 10.63it/s, v_num=9, loss/train=0.162, alignment/train=0.0815, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 68%|██████▊ | 321/469 [00:30<00:13, 10.62it/s, v_num=9, loss/train=0.162, alignment/train=0.0815, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 68%|██████▊ | 321/469 [00:30<00:13, 10.62it/s, v_num=9, loss/train=0.175, alignment/train=0.0692, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 69%|██████▊ | 322/469 [00:30<00:13, 10.64it/s, v_num=9, loss/train=0.175, alignment/train=0.0692, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 69%|██████▊ | 322/469 [00:30<00:13, 10.63it/s, v_num=9, loss/train=0.157, alignment/train=0.082, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 69%|██████▉ | 323/469 [00:30<00:13, 10.64it/s, v_num=9, loss/train=0.157, alignment/train=0.082, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 69%|██████▉ | 323/469 [00:30<00:13, 10.63it/s, v_num=9, loss/train=0.170, alignment/train=0.0783, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 69%|██████▉ | 324/469 [00:30<00:13, 10.61it/s, v_num=9, loss/train=0.170, alignment/train=0.0783, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 69%|██████▉ | 324/469 [00:30<00:13, 10.61it/s, v_num=9, loss/train=0.164, alignment/train=0.0712, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 69%|██████▉ | 325/469 [00:30<00:13, 10.62it/s, v_num=9, loss/train=0.164, alignment/train=0.0712, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 69%|██████▉ | 325/469 [00:30<00:13, 10.62it/s, v_num=9, loss/train=0.171, alignment/train=0.0736, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 70%|██████▉ | 326/469 [00:30<00:13, 10.64it/s, v_num=9, loss/train=0.171, alignment/train=0.0736, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 70%|██████▉ | 326/469 [00:30<00:13, 10.64it/s, v_num=9, loss/train=0.178, alignment/train=0.0847, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 70%|██████▉ | 327/469 [00:30<00:13, 10.63it/s, v_num=9, loss/train=0.178, alignment/train=0.0847, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 70%|██████▉ | 327/469 [00:30<00:13, 10.63it/s, v_num=9, loss/train=0.157, alignment/train=0.0859, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 70%|██████▉ | 328/469 [00:30<00:13, 10.64it/s, v_num=9, loss/train=0.157, alignment/train=0.0859, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 70%|██████▉ | 328/469 [00:30<00:13, 10.64it/s, v_num=9, loss/train=0.155, alignment/train=0.0815, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 70%|███████ | 329/469 [00:30<00:13, 10.63it/s, v_num=9, loss/train=0.155, alignment/train=0.0815, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 70%|███████ | 329/469 [00:30<00:13, 10.63it/s, v_num=9, loss/train=0.145, alignment/train=0.0771, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 70%|███████ | 330/469 [00:31<00:13, 10.64it/s, v_num=9, loss/train=0.145, alignment/train=0.0771, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 70%|███████ | 330/469 [00:31<00:13, 10.64it/s, v_num=9, loss/train=0.176, alignment/train=0.0781, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 71%|███████ | 331/469 [00:31<00:12, 10.66it/s, v_num=9, loss/train=0.176, alignment/train=0.0781, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 71%|███████ | 331/469 [00:31<00:12, 10.66it/s, v_num=9, loss/train=0.144, alignment/train=0.0718, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 71%|███████ | 332/469 [00:31<00:12, 10.67it/s, v_num=9, loss/train=0.144, alignment/train=0.0718, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 71%|███████ | 332/469 [00:31<00:12, 10.67it/s, v_num=9, loss/train=0.187, alignment/train=0.0838, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 71%|███████ | 333/469 [00:31<00:12, 10.66it/s, v_num=9, loss/train=0.187, alignment/train=0.0838, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 71%|███████ | 333/469 [00:31<00:12, 10.66it/s, v_num=9, loss/train=0.171, alignment/train=0.0764, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 71%|███████ | 334/469 [00:31<00:12, 10.64it/s, v_num=9, loss/train=0.171, alignment/train=0.0764, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 71%|███████ | 334/469 [00:31<00:12, 10.64it/s, v_num=9, loss/train=0.164, alignment/train=0.0767, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 71%|███████▏ | 335/469 [00:31<00:12, 10.63it/s, v_num=9, loss/train=0.164, alignment/train=0.0767, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 71%|███████▏ | 335/469 [00:31<00:12, 10.63it/s, v_num=9, loss/train=0.179, alignment/train=0.0741, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 72%|███████▏ | 336/469 [00:31<00:12, 10.65it/s, v_num=9, loss/train=0.179, alignment/train=0.0741, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 72%|███████▏ | 336/469 [00:31<00:12, 10.65it/s, v_num=9, loss/train=0.183, alignment/train=0.0877, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 72%|███████▏ | 337/469 [00:31<00:12, 10.66it/s, v_num=9, loss/train=0.183, alignment/train=0.0877, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 72%|███████▏ | 337/469 [00:31<00:12, 10.66it/s, v_num=9, loss/train=0.179, alignment/train=0.0843, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 72%|███████▏ | 338/469 [00:31<00:12, 10.67it/s, v_num=9, loss/train=0.179, alignment/train=0.0843, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 72%|███████▏ | 338/469 [00:31<00:12, 10.67it/s, v_num=9, loss/train=0.167, alignment/train=0.0825, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 72%|███████▏ | 339/469 [00:31<00:12, 10.68it/s, v_num=9, loss/train=0.167, alignment/train=0.0825, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 72%|███████▏ | 339/469 [00:31<00:12, 10.68it/s, v_num=9, loss/train=0.184, alignment/train=0.0842, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 72%|███████▏ | 340/469 [00:31<00:12, 10.69it/s, v_num=9, loss/train=0.184, alignment/train=0.0842, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 72%|███████▏ | 340/469 [00:31<00:12, 10.69it/s, v_num=9, loss/train=0.181, alignment/train=0.0839, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 73%|███████▎ | 341/469 [00:32<00:12, 10.63it/s, v_num=9, loss/train=0.181, alignment/train=0.0839, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 73%|███████▎ | 341/469 [00:32<00:12, 10.63it/s, v_num=9, loss/train=0.161, alignment/train=0.0743, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 73%|███████▎ | 342/469 [00:32<00:11, 10.65it/s, v_num=9, loss/train=0.161, alignment/train=0.0743, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 73%|███████▎ | 342/469 [00:32<00:11, 10.65it/s, v_num=9, loss/train=0.147, alignment/train=0.069, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 73%|███████▎ | 343/469 [00:32<00:11, 10.66it/s, v_num=9, loss/train=0.147, alignment/train=0.069, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 73%|███████▎ | 343/469 [00:32<00:11, 10.66it/s, v_num=9, loss/train=0.161, alignment/train=0.0733, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 73%|███████▎ | 344/469 [00:32<00:11, 10.65it/s, v_num=9, loss/train=0.161, alignment/train=0.0733, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 73%|███████▎ | 344/469 [00:32<00:11, 10.65it/s, v_num=9, loss/train=0.146, alignment/train=0.0724, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 74%|███████▎ | 345/469 [00:32<00:11, 10.65it/s, v_num=9, loss/train=0.146, alignment/train=0.0724, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 74%|███████▎ | 345/469 [00:32<00:11, 10.65it/s, v_num=9, loss/train=0.170, alignment/train=0.0753, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 74%|███████▍ | 346/469 [00:32<00:11, 10.65it/s, v_num=9, loss/train=0.170, alignment/train=0.0753, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 74%|███████▍ | 346/469 [00:32<00:11, 10.65it/s, v_num=9, loss/train=0.151, alignment/train=0.0776, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 74%|███████▍ | 347/469 [00:32<00:11, 10.66it/s, v_num=9, loss/train=0.151, alignment/train=0.0776, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 74%|███████▍ | 347/469 [00:32<00:11, 10.66it/s, v_num=9, loss/train=0.180, alignment/train=0.0845, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 74%|███████▍ | 348/469 [00:32<00:11, 10.67it/s, v_num=9, loss/train=0.180, alignment/train=0.0845, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 74%|███████▍ | 348/469 [00:32<00:11, 10.67it/s, v_num=9, loss/train=0.161, alignment/train=0.0769, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 74%|███████▍ | 349/469 [00:32<00:11, 10.68it/s, v_num=9, loss/train=0.161, alignment/train=0.0769, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 74%|███████▍ | 349/469 [00:32<00:11, 10.68it/s, v_num=9, loss/train=0.178, alignment/train=0.075, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 75%|███████▍ | 350/469 [00:32<00:11, 10.65it/s, v_num=9, loss/train=0.178, alignment/train=0.075, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 75%|███████▍ | 350/469 [00:32<00:11, 10.65it/s, v_num=9, loss/train=0.155, alignment/train=0.0822, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 75%|███████▍ | 351/469 [00:32<00:11, 10.65it/s, v_num=9, loss/train=0.155, alignment/train=0.0822, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 75%|███████▍ | 351/469 [00:32<00:11, 10.65it/s, v_num=9, loss/train=0.162, alignment/train=0.0798, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 75%|███████▌ | 352/469 [00:33<00:10, 10.66it/s, v_num=9, loss/train=0.162, alignment/train=0.0798, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 75%|███████▌ | 352/469 [00:33<00:10, 10.66it/s, v_num=9, loss/train=0.169, alignment/train=0.081, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 75%|███████▌ | 353/469 [00:33<00:10, 10.68it/s, v_num=9, loss/train=0.169, alignment/train=0.081, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 75%|███████▌ | 353/469 [00:33<00:10, 10.68it/s, v_num=9, loss/train=0.164, alignment/train=0.0702, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 75%|███████▌ | 354/469 [00:33<00:10, 10.68it/s, v_num=9, loss/train=0.164, alignment/train=0.0702, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 75%|███████▌ | 354/469 [00:33<00:10, 10.68it/s, v_num=9, loss/train=0.161, alignment/train=0.0777, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 76%|███████▌ | 355/469 [00:33<00:10, 10.67it/s, v_num=9, loss/train=0.161, alignment/train=0.0777, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 76%|███████▌ | 355/469 [00:33<00:10, 10.67it/s, v_num=9, loss/train=0.152, alignment/train=0.0676, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 76%|███████▌ | 356/469 [00:33<00:10, 10.67it/s, v_num=9, loss/train=0.152, alignment/train=0.0676, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 76%|███████▌ | 356/469 [00:33<00:10, 10.67it/s, v_num=9, loss/train=0.143, alignment/train=0.0703, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 76%|███████▌ | 357/469 [00:33<00:10, 10.67it/s, v_num=9, loss/train=0.143, alignment/train=0.0703, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 76%|███████▌ | 357/469 [00:33<00:10, 10.67it/s, v_num=9, loss/train=0.174, alignment/train=0.0821, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 76%|███████▋ | 358/469 [00:33<00:10, 10.67it/s, v_num=9, loss/train=0.174, alignment/train=0.0821, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 76%|███████▋ | 358/469 [00:33<00:10, 10.67it/s, v_num=9, loss/train=0.165, alignment/train=0.0748, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 77%|███████▋ | 359/469 [00:33<00:10, 10.69it/s, v_num=9, loss/train=0.165, alignment/train=0.0748, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 77%|███████▋ | 359/469 [00:33<00:10, 10.69it/s, v_num=9, loss/train=0.219, alignment/train=0.0875, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 77%|███████▋ | 360/469 [00:33<00:10, 10.69it/s, v_num=9, loss/train=0.219, alignment/train=0.0875, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 77%|███████▋ | 360/469 [00:33<00:10, 10.69it/s, v_num=9, loss/train=0.142, alignment/train=0.079, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 77%|███████▋ | 361/469 [00:33<00:10, 10.69it/s, v_num=9, loss/train=0.142, alignment/train=0.079, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 77%|███████▋ | 361/469 [00:33<00:10, 10.69it/s, v_num=9, loss/train=0.169, alignment/train=0.0784, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 77%|███████▋ | 362/469 [00:33<00:10, 10.68it/s, v_num=9, loss/train=0.169, alignment/train=0.0784, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 77%|███████▋ | 362/469 [00:33<00:10, 10.68it/s, v_num=9, loss/train=0.141, alignment/train=0.0675, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 77%|███████▋ | 363/469 [00:33<00:09, 10.69it/s, v_num=9, loss/train=0.141, alignment/train=0.0675, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 77%|███████▋ | 363/469 [00:33<00:09, 10.69it/s, v_num=9, loss/train=0.176, alignment/train=0.0825, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 78%|███████▊ | 364/469 [00:34<00:09, 10.70it/s, v_num=9, loss/train=0.176, alignment/train=0.0825, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 78%|███████▊ | 364/469 [00:34<00:09, 10.70it/s, v_num=9, loss/train=0.146, alignment/train=0.0713, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 78%|███████▊ | 365/469 [00:34<00:09, 10.69it/s, v_num=9, loss/train=0.146, alignment/train=0.0713, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 78%|███████▊ | 365/469 [00:34<00:09, 10.69it/s, v_num=9, loss/train=0.209, alignment/train=0.0943, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 78%|███████▊ | 366/469 [00:34<00:09, 10.68it/s, v_num=9, loss/train=0.209, alignment/train=0.0943, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 78%|███████▊ | 366/469 [00:34<00:09, 10.68it/s, v_num=9, loss/train=0.172, alignment/train=0.0761, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 78%|███████▊ | 367/469 [00:34<00:09, 10.69it/s, v_num=9, loss/train=0.172, alignment/train=0.0761, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 78%|███████▊ | 367/469 [00:34<00:09, 10.69it/s, v_num=9, loss/train=0.146, alignment/train=0.0722, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 78%|███████▊ | 368/469 [00:34<00:09, 10.69it/s, v_num=9, loss/train=0.146, alignment/train=0.0722, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 78%|███████▊ | 368/469 [00:34<00:09, 10.69it/s, v_num=9, loss/train=0.186, alignment/train=0.0704, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 79%|███████▊ | 369/469 [00:34<00:09, 10.70it/s, v_num=9, loss/train=0.186, alignment/train=0.0704, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 79%|███████▊ | 369/469 [00:34<00:09, 10.70it/s, v_num=9, loss/train=0.176, alignment/train=0.0771, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 79%|███████▉ | 370/469 [00:34<00:09, 10.69it/s, v_num=9, loss/train=0.176, alignment/train=0.0771, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 79%|███████▉ | 370/469 [00:34<00:09, 10.69it/s, v_num=9, loss/train=0.147, alignment/train=0.075, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 79%|███████▉ | 371/469 [00:34<00:09, 10.70it/s, v_num=9, loss/train=0.147, alignment/train=0.075, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 79%|███████▉ | 371/469 [00:34<00:09, 10.70it/s, v_num=9, loss/train=0.153, alignment/train=0.0731, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 79%|███████▉ | 372/469 [00:34<00:09, 10.69it/s, v_num=9, loss/train=0.153, alignment/train=0.0731, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 79%|███████▉ | 372/469 [00:34<00:09, 10.69it/s, v_num=9, loss/train=0.141, alignment/train=0.0746, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 80%|███████▉ | 373/469 [00:34<00:08, 10.70it/s, v_num=9, loss/train=0.141, alignment/train=0.0746, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 80%|███████▉ | 373/469 [00:34<00:08, 10.70it/s, v_num=9, loss/train=0.159, alignment/train=0.0782, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 80%|███████▉ | 374/469 [00:34<00:08, 10.71it/s, v_num=9, loss/train=0.159, alignment/train=0.0782, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 80%|███████▉ | 374/469 [00:34<00:08, 10.71it/s, v_num=9, loss/train=0.161, alignment/train=0.0721, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 80%|███████▉ | 375/469 [00:35<00:08, 10.71it/s, v_num=9, loss/train=0.161, alignment/train=0.0721, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 80%|███████▉ | 375/469 [00:35<00:08, 10.70it/s, v_num=9, loss/train=0.157, alignment/train=0.0803, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 80%|████████ | 376/469 [00:35<00:08, 10.69it/s, v_num=9, loss/train=0.157, alignment/train=0.0803, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 80%|████████ | 376/469 [00:35<00:08, 10.69it/s, v_num=9, loss/train=0.186, alignment/train=0.0745, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 80%|████████ | 377/469 [00:35<00:08, 10.70it/s, v_num=9, loss/train=0.186, alignment/train=0.0745, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 80%|████████ | 377/469 [00:35<00:08, 10.70it/s, v_num=9, loss/train=0.186, alignment/train=0.0808, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 81%|████████ | 378/469 [00:35<00:08, 10.70it/s, v_num=9, loss/train=0.186, alignment/train=0.0808, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 81%|████████ | 378/469 [00:35<00:08, 10.70it/s, v_num=9, loss/train=0.170, alignment/train=0.0836, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 81%|████████ | 379/469 [00:35<00:08, 10.71it/s, v_num=9, loss/train=0.170, alignment/train=0.0836, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 81%|████████ | 379/469 [00:35<00:08, 10.71it/s, v_num=9, loss/train=0.172, alignment/train=0.0707, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 81%|████████ | 380/469 [00:35<00:08, 10.72it/s, v_num=9, loss/train=0.172, alignment/train=0.0707, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 81%|████████ | 380/469 [00:35<00:08, 10.72it/s, v_num=9, loss/train=0.166, alignment/train=0.0827, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 81%|████████ | 381/469 [00:35<00:08, 10.71it/s, v_num=9, loss/train=0.166, alignment/train=0.0827, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 81%|████████ | 381/469 [00:35<00:08, 10.71it/s, v_num=9, loss/train=0.168, alignment/train=0.0747, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 81%|████████▏ | 382/469 [00:35<00:08, 10.70it/s, v_num=9, loss/train=0.168, alignment/train=0.0747, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 81%|████████▏ | 382/469 [00:35<00:08, 10.70it/s, v_num=9, loss/train=0.170, alignment/train=0.0792, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 82%|████████▏ | 383/469 [00:35<00:08, 10.71it/s, v_num=9, loss/train=0.170, alignment/train=0.0792, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 82%|████████▏ | 383/469 [00:35<00:08, 10.71it/s, v_num=9, loss/train=0.161, alignment/train=0.0703, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 82%|████████▏ | 384/469 [00:35<00:07, 10.72it/s, v_num=9, loss/train=0.161, alignment/train=0.0703, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 82%|████████▏ | 384/469 [00:35<00:07, 10.72it/s, v_num=9, loss/train=0.140, alignment/train=0.0794, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 82%|████████▏ | 385/469 [00:35<00:07, 10.73it/s, v_num=9, loss/train=0.140, alignment/train=0.0794, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 82%|████████▏ | 385/469 [00:35<00:07, 10.73it/s, v_num=9, loss/train=0.148, alignment/train=0.0915, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 82%|████████▏ | 386/469 [00:35<00:07, 10.73it/s, v_num=9, loss/train=0.148, alignment/train=0.0915, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 82%|████████▏ | 386/469 [00:35<00:07, 10.73it/s, v_num=9, loss/train=0.171, alignment/train=0.0824, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 83%|████████▎ | 387/469 [00:36<00:07, 10.72it/s, v_num=9, loss/train=0.171, alignment/train=0.0824, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 83%|████████▎ | 387/469 [00:36<00:07, 10.72it/s, v_num=9, loss/train=0.156, alignment/train=0.0714, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 83%|████████▎ | 388/469 [00:36<00:07, 10.73it/s, v_num=9, loss/train=0.156, alignment/train=0.0714, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 83%|████████▎ | 388/469 [00:36<00:07, 10.73it/s, v_num=9, loss/train=0.194, alignment/train=0.0787, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 83%|████████▎ | 389/469 [00:36<00:07, 10.72it/s, v_num=9, loss/train=0.194, alignment/train=0.0787, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 83%|████████▎ | 389/469 [00:36<00:07, 10.72it/s, v_num=9, loss/train=0.162, alignment/train=0.0839, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 83%|████████▎ | 390/469 [00:36<00:07, 10.72it/s, v_num=9, loss/train=0.162, alignment/train=0.0839, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 83%|████████▎ | 390/469 [00:36<00:07, 10.72it/s, v_num=9, loss/train=0.160, alignment/train=0.0778, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 83%|████████▎ | 391/469 [00:36<00:07, 10.73it/s, v_num=9, loss/train=0.160, alignment/train=0.0778, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 83%|████████▎ | 391/469 [00:36<00:07, 10.73it/s, v_num=9, loss/train=0.165, alignment/train=0.0712, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 84%|████████▎ | 392/469 [00:36<00:07, 10.73it/s, v_num=9, loss/train=0.165, alignment/train=0.0712, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 84%|████████▎ | 392/469 [00:36<00:07, 10.73it/s, v_num=9, loss/train=0.143, alignment/train=0.0764, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 84%|████████▍ | 393/469 [00:36<00:07, 10.72it/s, v_num=9, loss/train=0.143, alignment/train=0.0764, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 84%|████████▍ | 393/469 [00:36<00:07, 10.72it/s, v_num=9, loss/train=0.158, alignment/train=0.0793, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 84%|████████▍ | 394/469 [00:36<00:06, 10.72it/s, v_num=9, loss/train=0.158, alignment/train=0.0793, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 84%|████████▍ | 394/469 [00:36<00:06, 10.72it/s, v_num=9, loss/train=0.178, alignment/train=0.0726, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 84%|████████▍ | 395/469 [00:36<00:06, 10.73it/s, v_num=9, loss/train=0.178, alignment/train=0.0726, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 84%|████████▍ | 395/469 [00:36<00:06, 10.73it/s, v_num=9, loss/train=0.162, alignment/train=0.0738, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 84%|████████▍ | 396/469 [00:36<00:06, 10.73it/s, v_num=9, loss/train=0.162, alignment/train=0.0738, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 84%|████████▍ | 396/469 [00:36<00:06, 10.73it/s, v_num=9, loss/train=0.187, alignment/train=0.0859, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 85%|████████▍ | 397/469 [00:36<00:06, 10.74it/s, v_num=9, loss/train=0.187, alignment/train=0.0859, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 85%|████████▍ | 397/469 [00:36<00:06, 10.74it/s, v_num=9, loss/train=0.160, alignment/train=0.0725, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 85%|████████▍ | 398/469 [00:37<00:06, 10.74it/s, v_num=9, loss/train=0.160, alignment/train=0.0725, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 85%|████████▍ | 398/469 [00:37<00:06, 10.74it/s, v_num=9, loss/train=0.152, alignment/train=0.072, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 85%|████████▌ | 399/469 [00:37<00:06, 10.73it/s, v_num=9, loss/train=0.152, alignment/train=0.072, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 85%|████████▌ | 399/469 [00:37<00:06, 10.73it/s, v_num=9, loss/train=0.164, alignment/train=0.0851, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 85%|████████▌ | 400/469 [00:37<00:06, 10.74it/s, v_num=9, loss/train=0.164, alignment/train=0.0851, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 85%|████████▌ | 400/469 [00:37<00:06, 10.74it/s, v_num=9, loss/train=0.176, alignment/train=0.0882, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 86%|████████▌ | 401/469 [00:37<00:06, 10.74it/s, v_num=9, loss/train=0.176, alignment/train=0.0882, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 86%|████████▌ | 401/469 [00:37<00:06, 10.74it/s, v_num=9, loss/train=0.155, alignment/train=0.0717, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 86%|████████▌ | 402/469 [00:37<00:06, 10.74it/s, v_num=9, loss/train=0.155, alignment/train=0.0717, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 86%|████████▌ | 402/469 [00:37<00:06, 10.73it/s, v_num=9, loss/train=0.159, alignment/train=0.0879, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 86%|████████▌ | 403/469 [00:37<00:06, 10.73it/s, v_num=9, loss/train=0.159, alignment/train=0.0879, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 86%|████████▌ | 403/469 [00:37<00:06, 10.73it/s, v_num=9, loss/train=0.166, alignment/train=0.0778, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 86%|████████▌ | 404/469 [00:37<00:06, 10.74it/s, v_num=9, loss/train=0.166, alignment/train=0.0778, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 86%|████████▌ | 404/469 [00:37<00:06, 10.74it/s, v_num=9, loss/train=0.133, alignment/train=0.0716, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 86%|████████▋ | 405/469 [00:37<00:05, 10.75it/s, v_num=9, loss/train=0.133, alignment/train=0.0716, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 86%|████████▋ | 405/469 [00:37<00:05, 10.75it/s, v_num=9, loss/train=0.176, alignment/train=0.0868, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 87%|████████▋ | 406/469 [00:37<00:05, 10.75it/s, v_num=9, loss/train=0.176, alignment/train=0.0868, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 87%|████████▋ | 406/469 [00:37<00:05, 10.75it/s, v_num=9, loss/train=0.152, alignment/train=0.0768, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 87%|████████▋ | 407/469 [00:37<00:05, 10.74it/s, v_num=9, loss/train=0.152, alignment/train=0.0768, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 87%|████████▋ | 407/469 [00:37<00:05, 10.74it/s, v_num=9, loss/train=0.228, alignment/train=0.0839, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 87%|████████▋ | 408/469 [00:37<00:05, 10.74it/s, v_num=9, loss/train=0.228, alignment/train=0.0839, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 87%|████████▋ | 408/469 [00:37<00:05, 10.74it/s, v_num=9, loss/train=0.152, alignment/train=0.082, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 87%|████████▋ | 409/469 [00:38<00:05, 10.74it/s, v_num=9, loss/train=0.152, alignment/train=0.082, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 87%|████████▋ | 409/469 [00:38<00:05, 10.74it/s, v_num=9, loss/train=0.188, alignment/train=0.0801, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 87%|████████▋ | 410/469 [00:38<00:05, 10.75it/s, v_num=9, loss/train=0.188, alignment/train=0.0801, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 87%|████████▋ | 410/469 [00:38<00:05, 10.75it/s, v_num=9, loss/train=0.151, alignment/train=0.0876, uniformity/train=-3.57, contrastive_acc/train=0.988, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 88%|████████▊ | 411/469 [00:38<00:05, 10.76it/s, v_num=9, loss/train=0.151, alignment/train=0.0876, uniformity/train=-3.57, contrastive_acc/train=0.988, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 88%|████████▊ | 411/469 [00:38<00:05, 10.76it/s, v_num=9, loss/train=0.170, alignment/train=0.0711, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 88%|████████▊ | 412/469 [00:38<00:05, 10.76it/s, v_num=9, loss/train=0.170, alignment/train=0.0711, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 88%|████████▊ | 412/469 [00:38<00:05, 10.76it/s, v_num=9, loss/train=0.144, alignment/train=0.0794, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 88%|████████▊ | 413/469 [00:38<00:05, 10.76it/s, v_num=9, loss/train=0.144, alignment/train=0.0794, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 88%|████████▊ | 413/469 [00:38<00:05, 10.76it/s, v_num=9, loss/train=0.166, alignment/train=0.0852, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 88%|████████▊ | 414/469 [00:38<00:05, 10.77it/s, v_num=9, loss/train=0.166, alignment/train=0.0852, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 88%|████████▊ | 414/469 [00:38<00:05, 10.77it/s, v_num=9, loss/train=0.163, alignment/train=0.0787, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 88%|████████▊ | 415/469 [00:38<00:05, 10.78it/s, v_num=9, loss/train=0.163, alignment/train=0.0787, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 88%|████████▊ | 415/469 [00:38<00:05, 10.78it/s, v_num=9, loss/train=0.172, alignment/train=0.0821, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 89%|████████▊ | 416/469 [00:38<00:04, 10.78it/s, v_num=9, loss/train=0.172, alignment/train=0.0821, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 89%|████████▊ | 416/469 [00:38<00:04, 10.78it/s, v_num=9, loss/train=0.171, alignment/train=0.077, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 89%|████████▉ | 417/469 [00:38<00:04, 10.76it/s, v_num=9, loss/train=0.171, alignment/train=0.077, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 89%|████████▉ | 417/469 [00:38<00:04, 10.76it/s, v_num=9, loss/train=0.160, alignment/train=0.0731, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 89%|████████▉ | 418/469 [00:38<00:04, 10.75it/s, v_num=9, loss/train=0.160, alignment/train=0.0731, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 89%|████████▉ | 418/469 [00:38<00:04, 10.75it/s, v_num=9, loss/train=0.184, alignment/train=0.0752, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 89%|████████▉ | 419/469 [00:38<00:04, 10.76it/s, v_num=9, loss/train=0.184, alignment/train=0.0752, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 89%|████████▉ | 419/469 [00:38<00:04, 10.76it/s, v_num=9, loss/train=0.189, alignment/train=0.0876, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 90%|████████▉ | 420/469 [00:39<00:04, 10.77it/s, v_num=9, loss/train=0.189, alignment/train=0.0876, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 90%|████████▉ | 420/469 [00:39<00:04, 10.77it/s, v_num=9, loss/train=0.160, alignment/train=0.0821, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 90%|████████▉ | 421/469 [00:39<00:04, 10.77it/s, v_num=9, loss/train=0.160, alignment/train=0.0821, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 90%|████████▉ | 421/469 [00:39<00:04, 10.77it/s, v_num=9, loss/train=0.152, alignment/train=0.0794, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 90%|████████▉ | 422/469 [00:39<00:04, 10.77it/s, v_num=9, loss/train=0.152, alignment/train=0.0794, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 90%|████████▉ | 422/469 [00:39<00:04, 10.77it/s, v_num=9, loss/train=0.158, alignment/train=0.074, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 90%|█████████ | 423/469 [00:39<00:04, 10.77it/s, v_num=9, loss/train=0.158, alignment/train=0.074, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 90%|█████████ | 423/469 [00:39<00:04, 10.77it/s, v_num=9, loss/train=0.168, alignment/train=0.0801, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 90%|█████████ | 424/469 [00:39<00:04, 10.78it/s, v_num=9, loss/train=0.168, alignment/train=0.0801, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 90%|█████████ | 424/469 [00:39<00:04, 10.78it/s, v_num=9, loss/train=0.195, alignment/train=0.0811, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 91%|█████████ | 425/469 [00:39<00:04, 10.77it/s, v_num=9, loss/train=0.195, alignment/train=0.0811, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 91%|█████████ | 425/469 [00:39<00:04, 10.77it/s, v_num=9, loss/train=0.147, alignment/train=0.0669, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 91%|█████████ | 426/469 [00:39<00:03, 10.76it/s, v_num=9, loss/train=0.147, alignment/train=0.0669, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 91%|█████████ | 426/469 [00:39<00:03, 10.76it/s, v_num=9, loss/train=0.204, alignment/train=0.0846, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 91%|█████████ | 427/469 [00:39<00:03, 10.77it/s, v_num=9, loss/train=0.204, alignment/train=0.0846, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 91%|█████████ | 427/469 [00:39<00:03, 10.77it/s, v_num=9, loss/train=0.172, alignment/train=0.0803, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 91%|█████████▏| 428/469 [00:39<00:03, 10.78it/s, v_num=9, loss/train=0.172, alignment/train=0.0803, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 91%|█████████▏| 428/469 [00:39<00:03, 10.78it/s, v_num=9, loss/train=0.155, alignment/train=0.0843, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 91%|█████████▏| 429/469 [00:39<00:03, 10.79it/s, v_num=9, loss/train=0.155, alignment/train=0.0843, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 91%|█████████▏| 429/469 [00:39<00:03, 10.79it/s, v_num=9, loss/train=0.169, alignment/train=0.0799, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 92%|█████████▏| 430/469 [00:39<00:03, 10.78it/s, v_num=9, loss/train=0.169, alignment/train=0.0799, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 92%|█████████▏| 430/469 [00:39<00:03, 10.78it/s, v_num=9, loss/train=0.152, alignment/train=0.0779, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 92%|█████████▏| 431/469 [00:39<00:03, 10.79it/s, v_num=9, loss/train=0.152, alignment/train=0.0779, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 92%|█████████▏| 431/469 [00:39<00:03, 10.79it/s, v_num=9, loss/train=0.162, alignment/train=0.0761, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 92%|█████████▏| 432/469 [00:40<00:03, 10.78it/s, v_num=9, loss/train=0.162, alignment/train=0.0761, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 92%|█████████▏| 432/469 [00:40<00:03, 10.78it/s, v_num=9, loss/train=0.144, alignment/train=0.0677, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 92%|█████████▏| 433/469 [00:40<00:03, 10.76it/s, v_num=9, loss/train=0.144, alignment/train=0.0677, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 92%|█████████▏| 433/469 [00:40<00:03, 10.76it/s, v_num=9, loss/train=0.168, alignment/train=0.0781, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 93%|█████████▎| 434/469 [00:40<00:03, 10.77it/s, v_num=9, loss/train=0.168, alignment/train=0.0781, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 93%|█████████▎| 434/469 [00:40<00:03, 10.77it/s, v_num=9, loss/train=0.187, alignment/train=0.0807, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 93%|█████████▎| 435/469 [00:40<00:03, 10.78it/s, v_num=9, loss/train=0.187, alignment/train=0.0807, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 93%|█████████▎| 435/469 [00:40<00:03, 10.78it/s, v_num=9, loss/train=0.144, alignment/train=0.074, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 93%|█████████▎| 436/469 [00:40<00:03, 10.78it/s, v_num=9, loss/train=0.144, alignment/train=0.074, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 93%|█████████▎| 436/469 [00:40<00:03, 10.78it/s, v_num=9, loss/train=0.154, alignment/train=0.0691, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 93%|█████████▎| 437/469 [00:40<00:02, 10.78it/s, v_num=9, loss/train=0.154, alignment/train=0.0691, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 93%|█████████▎| 437/469 [00:40<00:02, 10.78it/s, v_num=9, loss/train=0.154, alignment/train=0.0794, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 93%|█████████▎| 438/469 [00:40<00:02, 10.78it/s, v_num=9, loss/train=0.154, alignment/train=0.0794, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 93%|█████████▎| 438/469 [00:40<00:02, 10.78it/s, v_num=9, loss/train=0.182, alignment/train=0.0747, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 94%|█████████▎| 439/469 [00:40<00:02, 10.78it/s, v_num=9, loss/train=0.182, alignment/train=0.0747, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 94%|█████████▎| 439/469 [00:40<00:02, 10.78it/s, v_num=9, loss/train=0.157, alignment/train=0.0747, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 94%|█████████▍| 440/469 [00:40<00:02, 10.78it/s, v_num=9, loss/train=0.157, alignment/train=0.0747, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 94%|█████████▍| 440/469 [00:40<00:02, 10.78it/s, v_num=9, loss/train=0.146, alignment/train=0.0747, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 94%|█████████▍| 441/469 [00:40<00:02, 10.78it/s, v_num=9, loss/train=0.146, alignment/train=0.0747, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 94%|█████████▍| 441/469 [00:40<00:02, 10.78it/s, v_num=9, loss/train=0.198, alignment/train=0.0769, uniformity/train=-3.51, contrastive_acc/train=0.988, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 94%|█████████▍| 442/469 [00:40<00:02, 10.78it/s, v_num=9, loss/train=0.198, alignment/train=0.0769, uniformity/train=-3.51, contrastive_acc/train=0.988, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 94%|█████████▍| 442/469 [00:40<00:02, 10.78it/s, v_num=9, loss/train=0.144, alignment/train=0.080, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 94%|█████████▍| 443/469 [00:41<00:02, 10.79it/s, v_num=9, loss/train=0.144, alignment/train=0.080, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 94%|█████████▍| 443/469 [00:41<00:02, 10.79it/s, v_num=9, loss/train=0.132, alignment/train=0.0718, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 95%|█████████▍| 444/469 [00:41<00:02, 10.79it/s, v_num=9, loss/train=0.132, alignment/train=0.0718, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 95%|█████████▍| 444/469 [00:41<00:02, 10.78it/s, v_num=9, loss/train=0.152, alignment/train=0.0767, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 95%|█████████▍| 445/469 [00:41<00:02, 10.78it/s, v_num=9, loss/train=0.152, alignment/train=0.0767, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 95%|█████████▍| 445/469 [00:41<00:02, 10.78it/s, v_num=9, loss/train=0.198, alignment/train=0.0799, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 95%|█████████▌| 446/469 [00:41<00:02, 10.79it/s, v_num=9, loss/train=0.198, alignment/train=0.0799, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 95%|█████████▌| 446/469 [00:41<00:02, 10.79it/s, v_num=9, loss/train=0.177, alignment/train=0.0816, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 95%|█████████▌| 447/469 [00:41<00:02, 10.78it/s, v_num=9, loss/train=0.177, alignment/train=0.0816, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 95%|█████████▌| 447/469 [00:41<00:02, 10.78it/s, v_num=9, loss/train=0.149, alignment/train=0.0736, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 96%|█████████▌| 448/469 [00:41<00:01, 10.79it/s, v_num=9, loss/train=0.149, alignment/train=0.0736, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 96%|█████████▌| 448/469 [00:41<00:01, 10.79it/s, v_num=9, loss/train=0.163, alignment/train=0.085, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 96%|█████████▌| 449/469 [00:41<00:01, 10.79it/s, v_num=9, loss/train=0.163, alignment/train=0.085, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 96%|█████████▌| 449/469 [00:41<00:01, 10.79it/s, v_num=9, loss/train=0.158, alignment/train=0.0774, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 96%|█████████▌| 450/469 [00:41<00:01, 10.80it/s, v_num=9, loss/train=0.158, alignment/train=0.0774, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 96%|█████████▌| 450/469 [00:41<00:01, 10.80it/s, v_num=9, loss/train=0.144, alignment/train=0.072, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 96%|█████████▌| 451/469 [00:41<00:01, 10.81it/s, v_num=9, loss/train=0.144, alignment/train=0.072, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 96%|█████████▌| 451/469 [00:41<00:01, 10.81it/s, v_num=9, loss/train=0.169, alignment/train=0.0758, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 96%|█████████▋| 452/469 [00:41<00:01, 10.82it/s, v_num=9, loss/train=0.169, alignment/train=0.0758, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 96%|█████████▋| 452/469 [00:41<00:01, 10.82it/s, v_num=9, loss/train=0.184, alignment/train=0.0785, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 97%|█████████▋| 453/469 [00:41<00:01, 10.84it/s, v_num=9, loss/train=0.184, alignment/train=0.0785, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 97%|█████████▋| 453/469 [00:41<00:01, 10.84it/s, v_num=9, loss/train=0.168, alignment/train=0.0802, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 97%|█████████▋| 454/469 [00:41<00:01, 10.85it/s, v_num=9, loss/train=0.168, alignment/train=0.0802, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 97%|█████████▋| 454/469 [00:41<00:01, 10.85it/s, v_num=9, loss/train=0.140, alignment/train=0.0747, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 97%|█████████▋| 455/469 [00:41<00:01, 10.86it/s, v_num=9, loss/train=0.140, alignment/train=0.0747, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 97%|█████████▋| 455/469 [00:41<00:01, 10.86it/s, v_num=9, loss/train=0.178, alignment/train=0.0781, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 97%|█████████▋| 456/469 [00:41<00:01, 10.88it/s, v_num=9, loss/train=0.178, alignment/train=0.0781, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 97%|█████████▋| 456/469 [00:41<00:01, 10.88it/s, v_num=9, loss/train=0.162, alignment/train=0.0832, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 97%|█████████▋| 457/469 [00:41<00:01, 10.89it/s, v_num=9, loss/train=0.162, alignment/train=0.0832, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 97%|█████████▋| 457/469 [00:41<00:01, 10.89it/s, v_num=9, loss/train=0.164, alignment/train=0.081, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 98%|█████████▊| 458/469 [00:41<00:01, 10.91it/s, v_num=9, loss/train=0.164, alignment/train=0.081, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 98%|█████████▊| 458/469 [00:41<00:01, 10.91it/s, v_num=9, loss/train=0.170, alignment/train=0.0778, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 98%|█████████▊| 459/469 [00:42<00:00, 10.92it/s, v_num=9, loss/train=0.170, alignment/train=0.0778, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 98%|█████████▊| 459/469 [00:42<00:00, 10.92it/s, v_num=9, loss/train=0.223, alignment/train=0.0904, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 98%|█████████▊| 460/469 [00:42<00:00, 10.93it/s, v_num=9, loss/train=0.223, alignment/train=0.0904, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 98%|█████████▊| 460/469 [00:42<00:00, 10.93it/s, v_num=9, loss/train=0.173, alignment/train=0.0806, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 98%|█████████▊| 461/469 [00:42<00:00, 10.95it/s, v_num=9, loss/train=0.173, alignment/train=0.0806, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 98%|█████████▊| 461/469 [00:42<00:00, 10.95it/s, v_num=9, loss/train=0.153, alignment/train=0.0755, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 99%|█████████▊| 462/469 [00:42<00:00, 10.96it/s, v_num=9, loss/train=0.153, alignment/train=0.0755, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 99%|█████████▊| 462/469 [00:42<00:00, 10.96it/s, v_num=9, loss/train=0.151, alignment/train=0.0754, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 99%|█████████▊| 463/469 [00:42<00:00, 10.98it/s, v_num=9, loss/train=0.151, alignment/train=0.0754, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 99%|█████████▊| 463/469 [00:42<00:00, 10.98it/s, v_num=9, loss/train=0.157, alignment/train=0.0695, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 99%|█████████▉| 464/469 [00:42<00:00, 10.99it/s, v_num=9, loss/train=0.157, alignment/train=0.0695, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 99%|█████████▉| 464/469 [00:42<00:00, 10.99it/s, v_num=9, loss/train=0.157, alignment/train=0.0766, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 99%|█████████▉| 465/469 [00:42<00:00, 11.01it/s, v_num=9, loss/train=0.157, alignment/train=0.0766, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 99%|█████████▉| 465/469 [00:42<00:00, 11.00it/s, v_num=9, loss/train=0.166, alignment/train=0.0736, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 99%|█████████▉| 466/469 [00:42<00:00, 11.02it/s, v_num=9, loss/train=0.166, alignment/train=0.0736, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 99%|█████████▉| 466/469 [00:42<00:00, 11.02it/s, v_num=9, loss/train=0.172, alignment/train=0.0686, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 100%|█████████▉| 467/469 [00:42<00:00, 11.03it/s, v_num=9, loss/train=0.172, alignment/train=0.0686, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 100%|█████████▉| 467/469 [00:42<00:00, 11.03it/s, v_num=9, loss/train=0.165, alignment/train=0.0726, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 100%|█████████▉| 468/469 [00:42<00:00, 11.05it/s, v_num=9, loss/train=0.165, alignment/train=0.0726, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 100%|█████████▉| 468/469 [00:42<00:00, 11.05it/s, v_num=9, loss/train=0.153, alignment/train=0.0818, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 100%|██████████| 469/469 [00:42<00:00, 11.06it/s, v_num=9, loss/train=0.153, alignment/train=0.0818, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 100%|██████████| 469/469 [00:42<00:00, 11.06it/s, v_num=9, loss/train=0.117, alignment/train=0.0713, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
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Epoch 29: 100%|██████████| 469/469 [00:49<00:00, 9.49it/s, v_num=9, loss/train=0.117, alignment/train=0.0713, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 100%|██████████| 469/469 [00:49<00:00, 9.49it/s, v_num=9, loss/train=0.117, alignment/train=0.0713, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 100%|██████████| 469/469 [00:49<00:00, 9.49it/s, v_num=9, loss/train=0.117, alignment/train=0.0713, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.961]
SimCLR(
(f): LeNet(
(conv1): Conv2d(1, 6, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2))
(pool1): AvgPool2d(kernel_size=2, stride=2, padding=0)
(conv2): Conv2d(6, 16, kernel_size=(5, 5), stride=(1, 1))
(pool2): AvgPool2d(kernel_size=2, stride=2, padding=0)
(fc1): Linear(in_features=400, out_features=120, bias=True)
(fc2): Linear(in_features=120, out_features=84, bias=True)
(fc3): Linear(in_features=84, out_features=32, bias=True)
)
(g): Sequential(
(0): Linear(in_features=32, out_features=32, bias=True)
(1): ReLU(inplace=True)
(2): Linear(in_features=32, out_features=32, bias=True)
)
(loss): InfoNCE(temperature=0.1)
)
Visualization of the self-supervised metrics during training¶
As before, we visualize the logged metrics using tensorboard.
def get_last_log_version(logs_dir="lightning_logs"):
versions = []
for d in os.listdir(logs_dir):
match = re.match(r"version_(\d+)", d)
if match:
versions.append(int(match.group(1)))
return max(versions) if versions else None
log_dir = f"lightning_logs/version_{get_last_log_version()}/"
ea = event_accumulator.EventAccumulator(log_dir)
ea.Reload()
metrics = ["alignment/val", "uniformity/val", "contrastive_acc/val"]
scalars = {m: ea.Scalars(m) for m in metrics}
Once all the metrics are loaded, we plot them as the number of training steps increases:
num_metrics = len(scalars)
fig, axes = plt.subplots(1, num_metrics, figsize=(3 * num_metrics, 3))
for ax, (metric_name, events) in zip(axes, scalars.items()):
steps = [e.step for e in events]
values = [e.value for e in events]
ax.plot(steps, values, marker="o", linestyle="-")
ax.set_title(metric_name.split("/")[0].capitalize())
ax.set_xlabel(f"Steps (batch size={batch_size})")
ax.set_ylabel(metric_name)
ax.grid(True, alpha=0.3)
plt.suptitle("Self-supervised metrics during training", fontsize="x-large")
plt.tight_layout()
plt.show()

Total running time of the script: (26 minutes 51.140 seconds)
Estimated memory usage: 2400 MB